99  Transformation, Algorithms, and Working Verbs

100 Transformation, Algorithms, and Working Verbs

Range: 0372-0511.

100.1 Completion

Status	Count
authored	140

Use the summary table for scanning. Each row links to the detailed anchored entry below.

Sigil	Term	Completion	Semantic	Summary
0372	aggregate {Verb}	authored	generated_draft	aggregate in its Verb sense is a transformation and algorithms rune for make the operation, cost, and information movement explicit; use it when the artifact needs the aggregate obligation named before work proceeds.
0373	amortize	authored	generated_draft	amortize is a transformation and algorithms rune for make the operation, cost, and information movement explicit; use it when the artifact needs the amortize obligation named before work proceeds.
0374	analyze	authored	generated_draft	analyze is a transformation and algorithms rune for make the operation, cost, and information movement explicit; use it when the artifact needs the analyze obligation named before work proceeds.
0375	annotate	authored	generated_draft	annotate is a transformation and algorithms rune for make the operation, cost, and information movement explicit; use it when the artifact needs the annotate obligation named before work proceeds.
0376	approximate {Verb}	authored	generated_draft	approximate in its Verb sense is a transformation and algorithms rune for make the operation, cost, and information movement explicit; use it when the artifact needs the approximate obligation named before work proceeds.
0377	archive	authored	generated_draft	archive is a transformation and algorithms rune for make the operation, cost, and information movement explicit; use it when the artifact needs the archive obligation named before work proceeds.
0378	assemble {Verb}	authored	generated_draft	assemble in its Verb sense is a transformation and algorithms rune for make the operation, cost, and information movement explicit; use it when the artifact needs the assemble obligation named before work proceeds.
0379	batch	authored	generated_draft	batch is a transformation and algorithms rune for make the operation, cost, and information movement explicit; use it when the artifact needs the batch obligation named before work proceeds.
0380	bucket {Verb}	authored	generated_draft	bucket in its Verb sense is a transformation and algorithms rune for make the operation, cost, and information movement explicit; use it when the artifact needs the bucket obligation named before work proceeds.
0381	canonicalize	authored	generated_draft	canonicalize is a transformation and algorithms rune for make the operation, cost, and information movement explicit; use it when the artifact needs the canonicalize obligation named before work proceeds.
0382	classify	authored	generated_draft	classify is a transformation and algorithms rune for make the operation, cost, and information movement explicit; use it when the artifact needs the classify obligation named before work proceeds.
0383	clean	authored	generated_draft	clean is a transformation and algorithms rune for make the operation, cost, and information movement explicit; use it when the artifact needs the clean obligation named before work proceeds.
0384	clone	authored	generated_draft	clone is a transformation and algorithms rune for make the operation, cost, and information movement explicit; use it when the artifact needs the clone obligation named before work proceeds.
0385	coalesce	authored	generated_draft	coalesce is a transformation and algorithms rune for make the operation, cost, and information movement explicit; use it when the artifact needs the coalesce obligation named before work proceeds.
0386	collect	authored	generated_draft	collect is a transformation and algorithms rune for make the operation, cost, and information movement explicit; use it when the artifact needs the collect obligation named before work proceeds.
0387	compact	authored	generated_draft	compact is a transformation and algorithms rune for make the operation, cost, and information movement explicit; use it when the artifact needs the compact obligation named before work proceeds.
0388	compare	authored	generated_draft	compare is a transformation and algorithms rune for make the operation, cost, and information movement explicit; use it when the artifact needs the compare obligation named before work proceeds.
0389	compile {Verb}	authored	generated_draft	compile in its Verb sense is a transformation and algorithms rune for make the operation, cost, and information movement explicit; use it when the artifact needs the compile obligation named before work proceeds.
0390	compress	authored	generated_draft	compress is a transformation and algorithms rune for make the operation, cost, and information movement explicit; use it when the artifact needs the compress obligation named before work proceeds.
0391	compute	authored	generated_draft	compute is a transformation and algorithms rune for make the operation, cost, and information movement explicit; use it when the artifact needs the compute obligation named before work proceeds.
0392	condense	authored	generated_draft	condense is a transformation and algorithms rune for make the operation, cost, and information movement explicit; use it when the artifact needs the condense obligation named before work proceeds.
0393	convert	authored	generated_draft	convert is a transformation and algorithms rune for make the operation, cost, and information movement explicit; use it when the artifact needs the convert obligation named before work proceeds.
0394	correlate	authored	generated_draft	correlate is a transformation and algorithms rune for make the operation, cost, and information movement explicit; use it when the artifact needs the correlate obligation named before work proceeds.
0395	decode	authored	reviewed	Turn encoded bytes or symbols back into usable meaning.
0396	decrypt {Verb}	authored	generated_draft	decrypt in its Verb sense is a transformation and algorithms rune for make the operation, cost, and information movement explicit; use it when the artifact needs the decrypt obligation named before work proceeds.
0397	deduplicate	authored	generated_draft	deduplicate is a transformation and algorithms rune for make the operation, cost, and information movement explicit; use it when the artifact needs the deduplicate obligation named before work proceeds.
0398	defer {Verb}	authored	generated_draft	defer in its Verb sense is a transformation and algorithms rune for make the operation, cost, and information movement explicit; use it when the artifact needs the defer obligation named before work proceeds.
0399	delete	authored	generated_draft	delete is a transformation and algorithms rune for make the operation, cost, and information movement explicit; use it when the artifact needs the delete obligation named before work proceeds.
0400	denoise	authored	generated_draft	denoise is a transformation and algorithms rune for make the operation, cost, and information movement explicit; use it when the artifact needs the denoise obligation named before work proceeds.
0401	derive	authored	generated_draft	derive is a transformation and algorithms rune for make the operation, cost, and information movement explicit; use it when the artifact needs the derive obligation named before work proceeds.
0402	deserialize	authored	reviewed	Rebuild structured state from a stored or transmitted form.
0403	detect	authored	generated_draft	detect is a transformation and algorithms rune for make the operation, cost, and information movement explicit; use it when the artifact needs the detect obligation named before work proceeds.
0404	diff {Verb}	authored	reviewed	Make change visible by showing one state against another.
0405	digest {Verb}	authored	generated_draft	digest in its Verb sense is a transformation and algorithms rune for make the operation, cost, and information movement explicit; use it when the artifact needs the digest obligation named before work proceeds.
0406	dispatch {Verb}	authored	generated_draft	dispatch in its Verb sense is a transformation and algorithms rune for make the operation, cost, and information movement explicit; use it when the artifact needs the dispatch obligation named before work proceeds.
0407	distribute	authored	generated_draft	distribute is a transformation and algorithms rune for make the operation, cost, and information movement explicit; use it when the artifact needs the distribute obligation named before work proceeds.
0408	drain	authored	generated_draft	drain is a transformation and algorithms rune for make the operation, cost, and information movement explicit; use it when the artifact needs the drain obligation named before work proceeds.
0409	drop	authored	generated_draft	drop is a transformation and algorithms rune for make the operation, cost, and information movement explicit; use it when the artifact needs the drop obligation named before work proceeds.
0410	encode	authored	reviewed	Turn meaning into a transportable or storable representation.
0411	encrypt {Verb}	authored	generated_draft	encrypt in its Verb sense is a transformation and algorithms rune for make the operation, cost, and information movement explicit; use it when the artifact needs the encrypt obligation named before work proceeds.
0412	enumerate	authored	generated_draft	enumerate is a transformation and algorithms rune for make the operation, cost, and information movement explicit; use it when the artifact needs the enumerate obligation named before work proceeds.
0413	evaluate	authored	generated_draft	evaluate is a transformation and algorithms rune for make the operation, cost, and information movement explicit; use it when the artifact needs the evaluate obligation named before work proceeds.
0414	expand	authored	generated_draft	expand is a transformation and algorithms rune for make the operation, cost, and information movement explicit; use it when the artifact needs the expand obligation named before work proceeds.
0415	explode	authored	generated_draft	explode is a transformation and algorithms rune for make the operation, cost, and information movement explicit; use it when the artifact needs the explode obligation named before work proceeds.
0416	export {Verb}	authored	generated_draft	export in its Verb sense is a transformation and algorithms rune for make the operation, cost, and information movement explicit; use it when the artifact needs the export obligation named before work proceeds.
0417	extract	authored	reviewed	Pull the needed part out of a larger body.
0418	fetch	authored	generated_draft	fetch is a transformation and algorithms rune for make the operation, cost, and information movement explicit; use it when the artifact needs the fetch obligation named before work proceeds.
0419	filter	authored	reviewed	Keep what matches; discard what does not.
0420	flatten	authored	generated_draft	flatten is a transformation and algorithms rune for make the operation, cost, and information movement explicit; use it when the artifact needs the flatten obligation named before work proceeds.
0421	fold	authored	generated_draft	fold is a transformation and algorithms rune for make the operation, cost, and information movement explicit; use it when the artifact needs the fold obligation named before work proceeds.
0422	format	authored	generated_draft	format is a transformation and algorithms rune for make the operation, cost, and information movement explicit; use it when the artifact needs the format obligation named before work proceeds.
0423	fuse	authored	generated_draft	fuse is a transformation and algorithms rune for make the operation, cost, and information movement explicit; use it when the artifact needs the fuse obligation named before work proceeds.
0424	generate	authored	reviewed	Produce new structure, code, or data from rules or inputs.
0425	group	authored	generated_draft	group is a transformation and algorithms rune for make the operation, cost, and information movement explicit; use it when the artifact needs the group obligation named before work proceeds.
0426	hash {Verb}	authored	generated_draft	hash in its Verb sense is a transformation and algorithms rune for make the operation, cost, and information movement explicit; use it when the artifact needs the hash obligation named before work proceeds.
0427	hoist	authored	generated_draft	hoist is a transformation and algorithms rune for make the operation, cost, and information movement explicit; use it when the artifact needs the hoist obligation named before work proceeds.
0428	hydrate	authored	reviewed	Reattach lightweight structure to a previously transferred shell.
0429	infer	authored	generated_draft	infer is a transformation and algorithms rune for make the operation, cost, and information movement explicit; use it when the artifact needs the infer obligation named before work proceeds.
0430	inline {Verb}	authored	generated_draft	inline in its Verb sense is a transformation and algorithms rune for make the operation, cost, and information movement explicit; use it when the artifact needs the inline obligation named before work proceeds.
0431	instrument	authored	generated_draft	instrument is a transformation and algorithms rune for make the operation, cost, and information movement explicit; use it when the artifact needs the instrument obligation named before work proceeds.
0432	integrate	authored	generated_draft	integrate is a transformation and algorithms rune for make the operation, cost, and information movement explicit; use it when the artifact needs the integrate obligation named before work proceeds.
0433	interpolate	authored	generated_draft	interpolate is a transformation and algorithms rune for make the operation, cost, and information movement explicit; use it when the artifact needs the interpolate obligation named before work proceeds.
0434	invert	authored	generated_draft	invert is a transformation and algorithms rune for make the operation, cost, and information movement explicit; use it when the artifact needs the invert obligation named before work proceeds.
0435	isolate {Verb}	authored	generated_draft	isolate in its Verb sense is a transformation and algorithms rune for make the operation, cost, and information movement explicit; use it when the artifact needs the isolate obligation named before work proceeds.
0436	join {Verb}	authored	generated_draft	join in its Verb sense is a transformation and algorithms rune for make the operation, cost, and information movement explicit; use it when the artifact needs the join obligation named before work proceeds.
0437	lex	authored	generated_draft	lex is a transformation and algorithms rune for make the operation, cost, and information movement explicit; use it when the artifact needs the lex obligation named before work proceeds.
0438	link	authored	reviewed	Bind separate pieces into one connected whole.
0439	map {Verb}	authored	generated_draft	map in its Verb sense is a transformation and algorithms rune for make the operation, cost, and information movement explicit; use it when the artifact needs the map obligation named before work proceeds.
0440	marshal	authored	reviewed	Pack structured state into a transportable form.
0441	materialize	authored	reviewed	Force a deferred or virtual thing into concrete existence.
0442	measure	authored	generated_draft	measure is a transformation and algorithms rune for make the operation, cost, and information movement explicit; use it when the artifact needs the measure obligation named before work proceeds.
0443	memoize	authored	generated_draft	memoize is a transformation and algorithms rune for make the operation, cost, and information movement explicit; use it when the artifact needs the memoize obligation named before work proceeds.
0444	merge {Verb}	authored	reviewed	Combine many lines or branches into one resolved form.
0445	migrate	authored	reviewed	Move shape, meaning, or state from one regime to another.
0446	minify	authored	generated_draft	minify is a transformation and algorithms rune for make the operation, cost, and information movement explicit; use it when the artifact needs the minify obligation named before work proceeds.
0447	model {Verb}	authored	generated_draft	model in its Verb sense is a transformation and algorithms rune for make the operation, cost, and information movement explicit; use it when the artifact needs the model obligation named before work proceeds.
0448	normalize	authored	reviewed	Force many possible surfaces into one agreed shape.
0449	optimize	authored	reviewed	Trade time, space, or simplicity to improve a measured objective.
0450	paginate	authored	generated_draft	paginate is a transformation and algorithms rune for make the operation, cost, and information movement explicit; use it when the artifact needs the paginate obligation named before work proceeds.
0451	parallelize	authored	generated_draft	parallelize is a transformation and algorithms rune for make the operation, cost, and information movement explicit; use it when the artifact needs the parallelize obligation named before work proceeds.
0452	parse	authored	generated_draft	parse is a transformation and algorithms rune for make the operation, cost, and information movement explicit; use it when the artifact needs the parse obligation named before work proceeds.
0453	partition {Verb}	authored	reviewed	Turn raw text into structured representation.
0454	patch {Verb}	authored	generated_draft	patch in its Verb sense is a transformation and algorithms rune for make the operation, cost, and information movement explicit; use it when the artifact needs the patch obligation named before work proceeds.
0455	pipeline {Verb}	authored	generated_draft	pipeline in its Verb sense is a transformation and algorithms rune for make the operation, cost, and information movement explicit; use it when the artifact needs the pipeline obligation named before work proceeds.
0456	prepare	authored	generated_draft	prepare is a transformation and algorithms rune for make the operation, cost, and information movement explicit; use it when the artifact needs the prepare obligation named before work proceeds.
0457	preprocess	authored	generated_draft	preprocess is a transformation and algorithms rune for make the operation, cost, and information movement explicit; use it when the artifact needs the preprocess obligation named before work proceeds.
0458	profile	authored	generated_draft	profile is a transformation and algorithms rune for make the operation, cost, and information movement explicit; use it when the artifact needs the profile obligation named before work proceeds.
0459	project	authored	generated_draft	project is a transformation and algorithms rune for make the operation, cost, and information movement explicit; use it when the artifact needs the project obligation named before work proceeds.
0460	prune	authored	generated_draft	prune is a transformation and algorithms rune for make the operation, cost, and information movement explicit; use it when the artifact needs the prune obligation named before work proceeds.
0461	quantize	authored	reviewed	Change structure to improve clarity while preserving behavior.
0462	query	authored	generated_draft	query is a transformation and algorithms rune for make the operation, cost, and information movement explicit; use it when the artifact needs the query obligation named before work proceeds.
0463	rasterize	authored	generated_draft	rasterize is a transformation and algorithms rune for make the operation, cost, and information movement explicit; use it when the artifact needs the rasterize obligation named before work proceeds.
0464	rebalance	authored	generated_draft	rebalance is a transformation and algorithms rune for make the operation, cost, and information movement explicit; use it when the artifact needs the rebalance obligation named before work proceeds.
0465	reconcile	authored	generated_draft	reconcile is a transformation and algorithms rune for make the operation, cost, and information movement explicit; use it when the artifact needs the reconcile obligation named before work proceeds.
0466	reconstruct	authored	generated_draft	reconstruct is a transformation and algorithms rune for make the operation, cost, and information movement explicit; use it when the artifact needs the reconstruct obligation named before work proceeds.
0467	reduce	authored	generated_draft	reduce is a transformation and algorithms rune for make the operation, cost, and information movement explicit; use it when the artifact needs the reduce obligation named before work proceeds.
0468	refactor	authored	generated_draft	refactor is a transformation and algorithms rune for make the operation, cost, and information movement explicit; use it when the artifact needs the refactor obligation named before work proceeds.
0469	reformat	authored	generated_draft	reformat is a transformation and algorithms rune for make the operation, cost, and information movement explicit; use it when the artifact needs the reformat obligation named before work proceeds.
0470	rehydrate	authored	generated_draft	rehydrate is a transformation and algorithms rune for make the operation, cost, and information movement explicit; use it when the artifact needs the rehydrate obligation named before work proceeds.
0471	reindex	authored	generated_draft	reindex is a transformation and algorithms rune for make the operation, cost, and information movement explicit; use it when the artifact needs the reindex obligation named before work proceeds.
0472	render	authored	generated_draft	render is a transformation and algorithms rune for make the operation, cost, and information movement explicit; use it when the artifact needs the render obligation named before work proceeds.
0473	reorder	authored	generated_draft	reorder is a transformation and algorithms rune for make the operation, cost, and information movement explicit; use it when the artifact needs the reorder obligation named before work proceeds.
0474	replicate	authored	generated_draft	replicate is a transformation and algorithms rune for make the operation, cost, and information movement explicit; use it when the artifact needs the replicate obligation named before work proceeds.
0475	reshape	authored	generated_draft	reshape is a transformation and algorithms rune for make the operation, cost, and information movement explicit; use it when the artifact needs the reshape obligation named before work proceeds.
0476	resolve	authored	generated_draft	resolve is a transformation and algorithms rune for make the operation, cost, and information movement explicit; use it when the artifact needs the resolve obligation named before work proceeds.
0477	restore {Verb}	authored	generated_draft	restore in its Verb sense is a transformation and algorithms rune for make the operation, cost, and information movement explicit; use it when the artifact needs the restore obligation named before work proceeds.
0478	rewrite	authored	generated_draft	rewrite is a transformation and algorithms rune for make the operation, cost, and information movement explicit; use it when the artifact needs the rewrite obligation named before work proceeds.
0479	sample	authored	generated_draft	sample is a transformation and algorithms rune for make the operation, cost, and information movement explicit; use it when the artifact needs the sample obligation named before work proceeds.
0480	sanitize	authored	generated_draft	sanitize is a transformation and algorithms rune for make the operation, cost, and information movement explicit; use it when the artifact needs the sanitize obligation named before work proceeds.
0481	scan {Verb}	authored	generated_draft	scan in its Verb sense is a transformation and algorithms rune for make the operation, cost, and information movement explicit; use it when the artifact needs the scan obligation named before work proceeds.
0482	schedule {Verb}	authored	generated_draft	schedule in its Verb sense is a transformation and algorithms rune for make the operation, cost, and information movement explicit; use it when the artifact needs the schedule obligation named before work proceeds.
0483	search	authored	generated_draft	search is a transformation and algorithms rune for make the operation, cost, and information movement explicit; use it when the artifact needs the search obligation named before work proceeds.
0484	segment {Verb}	authored	generated_draft	segment in its Verb sense is a transformation and algorithms rune for make the operation, cost, and information movement explicit; use it when the artifact needs the segment obligation named before work proceeds.
0485	serialize	authored	generated_draft	serialize is a transformation and algorithms rune for make the operation, cost, and information movement explicit; use it when the artifact needs the serialize obligation named before work proceeds.
0486	shard {Verb}	authored	generated_draft	shard in its Verb sense is a transformation and algorithms rune for make the operation, cost, and information movement explicit; use it when the artifact needs the shard obligation named before work proceeds.
0487	shuffle	authored	generated_draft	shuffle is a transformation and algorithms rune for make the operation, cost, and information movement explicit; use it when the artifact needs the shuffle obligation named before work proceeds.
0488	sign {Verb}	authored	generated_draft	sign in its Verb sense is a transformation and algorithms rune for make the operation, cost, and information movement explicit; use it when the artifact needs the sign obligation named before work proceeds.
0489	smooth	authored	reviewed	Write structured state into bytes, text, or wire form.
0490	sort	authored	generated_draft	sort is a transformation and algorithms rune for make the operation, cost, and information movement explicit; use it when the artifact needs the sort obligation named before work proceeds.
0491	specialize	authored	generated_draft	specialize is a transformation and algorithms rune for make the operation, cost, and information movement explicit; use it when the artifact needs the specialize obligation named before work proceeds.
0492	split	authored	generated_draft	split is a transformation and algorithms rune for make the operation, cost, and information movement explicit; use it when the artifact needs the split obligation named before work proceeds.
0493	stage {Verb}	authored	generated_draft	stage in its Verb sense is a transformation and algorithms rune for make the operation, cost, and information movement explicit; use it when the artifact needs the stage obligation named before work proceeds.
0494	stream {Verb}	authored	generated_draft	stream in its Verb sense is a transformation and algorithms rune for make the operation, cost, and information movement explicit; use it when the artifact needs the stream obligation named before work proceeds.
0495	summarize	authored	generated_draft	summarize is a transformation and algorithms rune for make the operation, cost, and information movement explicit; use it when the artifact needs the summarize obligation named before work proceeds.
0496	synthesize	authored	reviewed	Change form, order, or representation while preserving some intended substance.
0497	tokenize	authored	generated_draft	tokenize is a transformation and algorithms rune for make the operation, cost, and information movement explicit; use it when the artifact needs the tokenize obligation named before work proceeds.
0498	trace {Verb}	authored	generated_draft	trace in its Verb sense is a transformation and algorithms rune for make the operation, cost, and information movement explicit; use it when the artifact needs the trace obligation named before work proceeds.
0499	train	authored	generated_draft	train is a transformation and algorithms rune for make the operation, cost, and information movement explicit; use it when the artifact needs the train obligation named before work proceeds.
0500	transform	authored	generated_draft	transform is a transformation and algorithms rune for make the operation, cost, and information movement explicit; use it when the artifact needs the transform obligation named before work proceeds.
0501	translate	authored	generated_draft	translate is a transformation and algorithms rune for make the operation, cost, and information movement explicit; use it when the artifact needs the translate obligation named before work proceeds.
0502	transpose	authored	generated_draft	transpose is a transformation and algorithms rune for make the operation, cost, and information movement explicit; use it when the artifact needs the transpose obligation named before work proceeds.
0503	truncate	authored	generated_draft	truncate is a transformation and algorithms rune for make the operation, cost, and information movement explicit; use it when the artifact needs the truncate obligation named before work proceeds.
0504	tune	authored	generated_draft	tune is a transformation and algorithms rune for make the operation, cost, and information movement explicit; use it when the artifact needs the tune obligation named before work proceeds.
0505	unmarshal	authored	generated_draft	unmarshal is a transformation and algorithms rune for make the operation, cost, and information movement explicit; use it when the artifact needs the unmarshal obligation named before work proceeds.
0506	unpack	authored	generated_draft	unpack is a transformation and algorithms rune for make the operation, cost, and information movement explicit; use it when the artifact needs the unpack obligation named before work proceeds.
0507	update	authored	generated_draft	update is a transformation and algorithms rune for make the operation, cost, and information movement explicit; use it when the artifact needs the update obligation named before work proceeds.
0508	validate {Verb}	authored	generated_draft	validate in its Verb sense is a transformation and algorithms rune for make the operation, cost, and information movement explicit; use it when the artifact needs the validate obligation named before work proceeds.
0509	vectorize	authored	generated_draft	vectorize is a transformation and algorithms rune for make the operation, cost, and information movement explicit; use it when the artifact needs the vectorize obligation named before work proceeds.
0510	verify	authored	reviewed	Demand evidence that a claim or result actually holds.
0511	zip	authored	generated_draft	zip is a transformation and algorithms rune for make the operation, cost, and information movement explicit; use it when the artifact needs the zip obligation named before work proceeds.

100.2 Entries

100.2.1 [0372] aggregate {Verb}

Status: canonical

Completion: authored

Semantic status: generated_draft

Force: aggregate in its Verb sense is a transformation and algorithms rune for make the operation, cost, and information movement explicit; use it when the artifact needs the aggregate obligation named before work proceeds.

Shadow: misusing aggregate at rune 0372 in the Verb lane can let work can silently lose information, reorder meaning, or amplify cost; verify by requiring the caster to state input domain, output contract, complexity, and loss behavior.

Prompt uses:

• Name aggregate when the prompt needs this obligation made explicit: aggregate in its Verb sense is a transformation and algorithms rune for make the operation, cost, and information movement explicit; use it when the artifact needs the aggregate obligation named before work proceeds.
• Ask the assistant to state the aggregate shadow before proposing changes.

Example clause:

Before editing, state the aggregate obligation, the evidence that satisfies it, and the failure mode if it is missing.

100.2.2 [0373] amortize

Status: canonical

Completion: authored

Semantic status: generated_draft

Force: amortize is a transformation and algorithms rune for make the operation, cost, and information movement explicit; use it when the artifact needs the amortize obligation named before work proceeds.

Shadow: misusing amortize at rune 0373 in the transformation lane can let work can silently lose information, reorder meaning, or amplify cost; verify by requiring the caster to state input domain, output contract, complexity, and loss behavior.

Prompt uses:

• Name amortize when the prompt needs this obligation made explicit: amortize is a transformation and algorithms rune for make the operation, cost, and information movement explicit; use it when the artifact needs the amortize obligation named before work proceeds.
• Ask the assistant to state the amortize shadow before proposing changes.

Example clause:

Before editing, state the amortize obligation, the evidence that satisfies it, and the failure mode if it is missing.

100.2.3 [0374] analyze

Status: canonical

Completion: authored

Semantic status: generated_draft

Force: analyze is a transformation and algorithms rune for make the operation, cost, and information movement explicit; use it when the artifact needs the analyze obligation named before work proceeds.

Shadow: misusing analyze at rune 0374 in the transformation lane can let work can silently lose information, reorder meaning, or amplify cost; verify by requiring the caster to state input domain, output contract, complexity, and loss behavior.

Prompt uses:

• Name analyze when the prompt needs this obligation made explicit: analyze is a transformation and algorithms rune for make the operation, cost, and information movement explicit; use it when the artifact needs the analyze obligation named before work proceeds.
• Ask the assistant to state the analyze shadow before proposing changes.

Example clause:

Before editing, state the analyze obligation, the evidence that satisfies it, and the failure mode if it is missing.

100.2.4 [0375] annotate

Status: canonical

Completion: authored

Semantic status: generated_draft

Force: annotate is a transformation and algorithms rune for make the operation, cost, and information movement explicit; use it when the artifact needs the annotate obligation named before work proceeds.

Shadow: misusing annotate at rune 0375 in the transformation lane can let work can silently lose information, reorder meaning, or amplify cost; verify by requiring the caster to state input domain, output contract, complexity, and loss behavior.

Prompt uses:

• Name annotate when the prompt needs this obligation made explicit: annotate is a transformation and algorithms rune for make the operation, cost, and information movement explicit; use it when the artifact needs the annotate obligation named before work proceeds.
• Ask the assistant to state the annotate shadow before proposing changes.

Example clause:

Before editing, state the annotate obligation, the evidence that satisfies it, and the failure mode if it is missing.

100.2.5 [0376] approximate {Verb}

Status: canonical

Completion: authored

Semantic status: generated_draft

Force: approximate in its Verb sense is a transformation and algorithms rune for make the operation, cost, and information movement explicit; use it when the artifact needs the approximate obligation named before work proceeds.

Shadow: misusing approximate at rune 0376 in the Verb lane can let work can silently lose information, reorder meaning, or amplify cost; verify by requiring the caster to state input domain, output contract, complexity, and loss behavior.

Prompt uses:

• Name approximate when the prompt needs this obligation made explicit: approximate in its Verb sense is a transformation and algorithms rune for make the operation, cost, and information movement explicit; use it when the artifact needs the approximate obligation named before work proceeds.
• Ask the assistant to state the approximate shadow before proposing changes.

Example clause:

Before editing, state the approximate obligation, the evidence that satisfies it, and the failure mode if it is missing.

100.2.6 [0377] archive

Status: canonical

Completion: authored

Semantic status: generated_draft

Force: archive is a transformation and algorithms rune for make the operation, cost, and information movement explicit; use it when the artifact needs the archive obligation named before work proceeds.

Shadow: misusing archive at rune 0377 in the transformation lane can let work can silently lose information, reorder meaning, or amplify cost; verify by requiring the caster to state input domain, output contract, complexity, and loss behavior.

Prompt uses:

• Name archive when the prompt needs this obligation made explicit: archive is a transformation and algorithms rune for make the operation, cost, and information movement explicit; use it when the artifact needs the archive obligation named before work proceeds.
• Ask the assistant to state the archive shadow before proposing changes.

Example clause:

Before editing, state the archive obligation, the evidence that satisfies it, and the failure mode if it is missing.

100.2.7 [0378] assemble {Verb}

Status: canonical

Completion: authored

Semantic status: generated_draft

Force: assemble in its Verb sense is a transformation and algorithms rune for make the operation, cost, and information movement explicit; use it when the artifact needs the assemble obligation named before work proceeds.

Shadow: misusing assemble at rune 0378 in the Verb lane can let work can silently lose information, reorder meaning, or amplify cost; verify by requiring the caster to state input domain, output contract, complexity, and loss behavior.

Prompt uses:

• Name assemble when the prompt needs this obligation made explicit: assemble in its Verb sense is a transformation and algorithms rune for make the operation, cost, and information movement explicit; use it when the artifact needs the assemble obligation named before work proceeds.
• Ask the assistant to state the assemble shadow before proposing changes.

Example clause:

Before editing, state the assemble obligation, the evidence that satisfies it, and the failure mode if it is missing.

100.2.8 [0379] batch

Status: canonical

Completion: authored

Semantic status: generated_draft

Force: batch is a transformation and algorithms rune for make the operation, cost, and information movement explicit; use it when the artifact needs the batch obligation named before work proceeds.

Shadow: misusing batch at rune 0379 in the transformation lane can let work can silently lose information, reorder meaning, or amplify cost; verify by requiring the caster to state input domain, output contract, complexity, and loss behavior.

Prompt uses:

• Name batch when the prompt needs this obligation made explicit: batch is a transformation and algorithms rune for make the operation, cost, and information movement explicit; use it when the artifact needs the batch obligation named before work proceeds.
• Ask the assistant to state the batch shadow before proposing changes.

Example clause:

Before editing, state the batch obligation, the evidence that satisfies it, and the failure mode if it is missing.

100.2.9 [0380] bucket {Verb}

Status: canonical

Completion: authored

Semantic status: generated_draft

Force: bucket in its Verb sense is a transformation and algorithms rune for make the operation, cost, and information movement explicit; use it when the artifact needs the bucket obligation named before work proceeds.

Shadow: misusing bucket at rune 0380 in the Verb lane can let work can silently lose information, reorder meaning, or amplify cost; verify by requiring the caster to state input domain, output contract, complexity, and loss behavior.

Prompt uses:

• Name bucket when the prompt needs this obligation made explicit: bucket in its Verb sense is a transformation and algorithms rune for make the operation, cost, and information movement explicit; use it when the artifact needs the bucket obligation named before work proceeds.
• Ask the assistant to state the bucket shadow before proposing changes.

Example clause:

Before editing, state the bucket obligation, the evidence that satisfies it, and the failure mode if it is missing.

100.2.10 [0381] canonicalize

Status: canonical

Completion: authored

Semantic status: generated_draft

Force: canonicalize is a transformation and algorithms rune for make the operation, cost, and information movement explicit; use it when the artifact needs the canonicalize obligation named before work proceeds.

Shadow: misusing canonicalize at rune 0381 in the transformation lane can let work can silently lose information, reorder meaning, or amplify cost; verify by requiring the caster to state input domain, output contract, complexity, and loss behavior.

Prompt uses:

• Name canonicalize when the prompt needs this obligation made explicit: canonicalize is a transformation and algorithms rune for make the operation, cost, and information movement explicit; use it when the artifact needs the canonicalize obligation named before work proceeds.
• Ask the assistant to state the canonicalize shadow before proposing changes.

Example clause:

Before editing, state the canonicalize obligation, the evidence that satisfies it, and the failure mode if it is missing.

100.2.11 [0382] classify

Status: canonical

Completion: authored

Semantic status: generated_draft

Force: classify is a transformation and algorithms rune for make the operation, cost, and information movement explicit; use it when the artifact needs the classify obligation named before work proceeds.

Shadow: misusing classify at rune 0382 in the transformation lane can let work can silently lose information, reorder meaning, or amplify cost; verify by requiring the caster to state input domain, output contract, complexity, and loss behavior.

Prompt uses:

• Name classify when the prompt needs this obligation made explicit: classify is a transformation and algorithms rune for make the operation, cost, and information movement explicit; use it when the artifact needs the classify obligation named before work proceeds.
• Ask the assistant to state the classify shadow before proposing changes.

Example clause:

Before editing, state the classify obligation, the evidence that satisfies it, and the failure mode if it is missing.

100.2.12 [0383] clean

Status: canonical

Completion: authored

Semantic status: generated_draft

Force: clean is a transformation and algorithms rune for make the operation, cost, and information movement explicit; use it when the artifact needs the clean obligation named before work proceeds.

Shadow: misusing clean at rune 0383 in the transformation lane can let work can silently lose information, reorder meaning, or amplify cost; verify by requiring the caster to state input domain, output contract, complexity, and loss behavior.

Prompt uses:

• Name clean when the prompt needs this obligation made explicit: clean is a transformation and algorithms rune for make the operation, cost, and information movement explicit; use it when the artifact needs the clean obligation named before work proceeds.
• Ask the assistant to state the clean shadow before proposing changes.

Example clause:

Before editing, state the clean obligation, the evidence that satisfies it, and the failure mode if it is missing.

100.2.13 [0384] clone

Status: canonical

Completion: authored

Semantic status: generated_draft

Force: clone is a transformation and algorithms rune for make the operation, cost, and information movement explicit; use it when the artifact needs the clone obligation named before work proceeds.

Shadow: misusing clone at rune 0384 in the transformation lane can let work can silently lose information, reorder meaning, or amplify cost; verify by requiring the caster to state input domain, output contract, complexity, and loss behavior.

Prompt uses:

• Name clone when the prompt needs this obligation made explicit: clone is a transformation and algorithms rune for make the operation, cost, and information movement explicit; use it when the artifact needs the clone obligation named before work proceeds.
• Ask the assistant to state the clone shadow before proposing changes.

Example clause:

Before editing, state the clone obligation, the evidence that satisfies it, and the failure mode if it is missing.

100.2.14 [0385] coalesce

Status: canonical

Completion: authored

Semantic status: generated_draft

Force: coalesce is a transformation and algorithms rune for make the operation, cost, and information movement explicit; use it when the artifact needs the coalesce obligation named before work proceeds.

Shadow: misusing coalesce at rune 0385 in the transformation lane can let work can silently lose information, reorder meaning, or amplify cost; verify by requiring the caster to state input domain, output contract, complexity, and loss behavior.

Prompt uses:

• Name coalesce when the prompt needs this obligation made explicit: coalesce is a transformation and algorithms rune for make the operation, cost, and information movement explicit; use it when the artifact needs the coalesce obligation named before work proceeds.
• Ask the assistant to state the coalesce shadow before proposing changes.

Example clause:

Before editing, state the coalesce obligation, the evidence that satisfies it, and the failure mode if it is missing.

100.2.15 [0386] collect

Status: canonical

Completion: authored

Semantic status: generated_draft

Force: collect is a transformation and algorithms rune for make the operation, cost, and information movement explicit; use it when the artifact needs the collect obligation named before work proceeds.

Shadow: misusing collect at rune 0386 in the transformation lane can let work can silently lose information, reorder meaning, or amplify cost; verify by requiring the caster to state input domain, output contract, complexity, and loss behavior.

Prompt uses:

• Name collect when the prompt needs this obligation made explicit: collect is a transformation and algorithms rune for make the operation, cost, and information movement explicit; use it when the artifact needs the collect obligation named before work proceeds.
• Ask the assistant to state the collect shadow before proposing changes.

Example clause:

Before editing, state the collect obligation, the evidence that satisfies it, and the failure mode if it is missing.

100.2.16 [0387] compact

Status: canonical

Completion: authored

Semantic status: generated_draft

Force: compact is a transformation and algorithms rune for make the operation, cost, and information movement explicit; use it when the artifact needs the compact obligation named before work proceeds.

Shadow: misusing compact at rune 0387 in the transformation lane can let work can silently lose information, reorder meaning, or amplify cost; verify by requiring the caster to state input domain, output contract, complexity, and loss behavior.

Prompt uses:

• Name compact when the prompt needs this obligation made explicit: compact is a transformation and algorithms rune for make the operation, cost, and information movement explicit; use it when the artifact needs the compact obligation named before work proceeds.
• Ask the assistant to state the compact shadow before proposing changes.

Example clause:

Before editing, state the compact obligation, the evidence that satisfies it, and the failure mode if it is missing.

100.2.17 [0388] compare

Status: canonical

Completion: authored

Semantic status: generated_draft

Force: compare is a transformation and algorithms rune for make the operation, cost, and information movement explicit; use it when the artifact needs the compare obligation named before work proceeds.

Shadow: misusing compare at rune 0388 in the transformation lane can let work can silently lose information, reorder meaning, or amplify cost; verify by requiring the caster to state input domain, output contract, complexity, and loss behavior.

Prompt uses:

• Name compare when the prompt needs this obligation made explicit: compare is a transformation and algorithms rune for make the operation, cost, and information movement explicit; use it when the artifact needs the compare obligation named before work proceeds.
• Ask the assistant to state the compare shadow before proposing changes.

Example clause:

Before editing, state the compare obligation, the evidence that satisfies it, and the failure mode if it is missing.

100.2.18 [0389] compile {Verb}

Status: canonical

Completion: authored

Semantic status: generated_draft

Force: compile in its Verb sense is a transformation and algorithms rune for make the operation, cost, and information movement explicit; use it when the artifact needs the compile obligation named before work proceeds.

Shadow: misusing compile at rune 0389 in the Verb lane can let work can silently lose information, reorder meaning, or amplify cost; verify by requiring the caster to state input domain, output contract, complexity, and loss behavior.

Prompt uses:

• Name compile when the prompt needs this obligation made explicit: compile in its Verb sense is a transformation and algorithms rune for make the operation, cost, and information movement explicit; use it when the artifact needs the compile obligation named before work proceeds.
• Ask the assistant to state the compile shadow before proposing changes.

Example clause:

Before editing, state the compile obligation, the evidence that satisfies it, and the failure mode if it is missing.

100.2.19 [0390] compress

Status: canonical

Completion: authored

Semantic status: generated_draft

Force: compress is a transformation and algorithms rune for make the operation, cost, and information movement explicit; use it when the artifact needs the compress obligation named before work proceeds.

Shadow: misusing compress at rune 0390 in the transformation lane can let work can silently lose information, reorder meaning, or amplify cost; verify by requiring the caster to state input domain, output contract, complexity, and loss behavior.

Prompt uses:

• Name compress when the prompt needs this obligation made explicit: compress is a transformation and algorithms rune for make the operation, cost, and information movement explicit; use it when the artifact needs the compress obligation named before work proceeds.
• Ask the assistant to state the compress shadow before proposing changes.

Example clause:

Before editing, state the compress obligation, the evidence that satisfies it, and the failure mode if it is missing.

100.2.20 [0391] compute

Status: canonical

Completion: authored

Semantic status: generated_draft

Force: compute is a transformation and algorithms rune for make the operation, cost, and information movement explicit; use it when the artifact needs the compute obligation named before work proceeds.

Shadow: misusing compute at rune 0391 in the transformation lane can let work can silently lose information, reorder meaning, or amplify cost; verify by requiring the caster to state input domain, output contract, complexity, and loss behavior.

Prompt uses:

• Name compute when the prompt needs this obligation made explicit: compute is a transformation and algorithms rune for make the operation, cost, and information movement explicit; use it when the artifact needs the compute obligation named before work proceeds.
• Ask the assistant to state the compute shadow before proposing changes.

Example clause:

Before editing, state the compute obligation, the evidence that satisfies it, and the failure mode if it is missing.

100.2.21 [0392] condense

Status: canonical

Completion: authored

Semantic status: generated_draft

Force: condense is a transformation and algorithms rune for make the operation, cost, and information movement explicit; use it when the artifact needs the condense obligation named before work proceeds.

Shadow: misusing condense at rune 0392 in the transformation lane can let work can silently lose information, reorder meaning, or amplify cost; verify by requiring the caster to state input domain, output contract, complexity, and loss behavior.

Prompt uses:

• Name condense when the prompt needs this obligation made explicit: condense is a transformation and algorithms rune for make the operation, cost, and information movement explicit; use it when the artifact needs the condense obligation named before work proceeds.
• Ask the assistant to state the condense shadow before proposing changes.

Example clause:

Before editing, state the condense obligation, the evidence that satisfies it, and the failure mode if it is missing.

100.2.22 [0393] convert

Status: canonical

Completion: authored

Semantic status: generated_draft

Force: convert is a transformation and algorithms rune for make the operation, cost, and information movement explicit; use it when the artifact needs the convert obligation named before work proceeds.

Shadow: misusing convert at rune 0393 in the transformation lane can let work can silently lose information, reorder meaning, or amplify cost; verify by requiring the caster to state input domain, output contract, complexity, and loss behavior.

Prompt uses:

• Name convert when the prompt needs this obligation made explicit: convert is a transformation and algorithms rune for make the operation, cost, and information movement explicit; use it when the artifact needs the convert obligation named before work proceeds.
• Ask the assistant to state the convert shadow before proposing changes.

Example clause:

Before editing, state the convert obligation, the evidence that satisfies it, and the failure mode if it is missing.

100.2.23 [0394] correlate

Status: canonical

Completion: authored

Semantic status: generated_draft

Force: correlate is a transformation and algorithms rune for make the operation, cost, and information movement explicit; use it when the artifact needs the correlate obligation named before work proceeds.

Shadow: misusing correlate at rune 0394 in the transformation lane can let work can silently lose information, reorder meaning, or amplify cost; verify by requiring the caster to state input domain, output contract, complexity, and loss behavior.

Prompt uses:

• Name correlate when the prompt needs this obligation made explicit: correlate is a transformation and algorithms rune for make the operation, cost, and information movement explicit; use it when the artifact needs the correlate obligation named before work proceeds.
• Ask the assistant to state the correlate shadow before proposing changes.

Example clause:

Before editing, state the correlate obligation, the evidence that satisfies it, and the failure mode if it is missing.

100.2.24 [0395] decode

Status: canonical (pocket canon)

Completion: authored

Semantic status: reviewed

Force: Turn encoded bytes or symbols back into usable meaning.

Shadow: misusing decode at rune 0395 in the transformation lane can let work can silently lose information, reorder meaning, or amplify cost; verify by requiring the caster to state input domain, output contract, complexity, and loss behavior.

Prompt uses:

• Name decode when the prompt needs this obligation made explicit: Turn encoded bytes or symbols back into usable meaning.
• Ask the assistant to state the decode shadow before proposing changes.

Example clause:

Before editing, state the decode obligation, the evidence that satisfies it, and the failure mode if it is missing.

Pocket gloss: Turn encoded bytes or symbols back into usable meaning.

100.2.25 [0396] decrypt {Verb}

Status: canonical

Completion: authored

Semantic status: generated_draft

Force: decrypt in its Verb sense is a transformation and algorithms rune for make the operation, cost, and information movement explicit; use it when the artifact needs the decrypt obligation named before work proceeds.

Shadow: misusing decrypt at rune 0396 in the Verb lane can let work can silently lose information, reorder meaning, or amplify cost; verify by requiring the caster to state input domain, output contract, complexity, and loss behavior.

Prompt uses:

• Name decrypt when the prompt needs this obligation made explicit: decrypt in its Verb sense is a transformation and algorithms rune for make the operation, cost, and information movement explicit; use it when the artifact needs the decrypt obligation named before work proceeds.
• Ask the assistant to state the decrypt shadow before proposing changes.

Example clause:

Before editing, state the decrypt obligation, the evidence that satisfies it, and the failure mode if it is missing.

100.2.26 [0397] deduplicate

Status: canonical

Completion: authored

Semantic status: generated_draft

Force: deduplicate is a transformation and algorithms rune for make the operation, cost, and information movement explicit; use it when the artifact needs the deduplicate obligation named before work proceeds.

Shadow: misusing deduplicate at rune 0397 in the transformation lane can let work can silently lose information, reorder meaning, or amplify cost; verify by requiring the caster to state input domain, output contract, complexity, and loss behavior.

Prompt uses:

• Name deduplicate when the prompt needs this obligation made explicit: deduplicate is a transformation and algorithms rune for make the operation, cost, and information movement explicit; use it when the artifact needs the deduplicate obligation named before work proceeds.
• Ask the assistant to state the deduplicate shadow before proposing changes.

Example clause:

Before editing, state the deduplicate obligation, the evidence that satisfies it, and the failure mode if it is missing.

100.2.27 [0398] defer {Verb}

Status: canonical

Completion: authored

Semantic status: generated_draft

Force: defer in its Verb sense is a transformation and algorithms rune for make the operation, cost, and information movement explicit; use it when the artifact needs the defer obligation named before work proceeds.

Shadow: misusing defer at rune 0398 in the Verb lane can let work can silently lose information, reorder meaning, or amplify cost; verify by requiring the caster to state input domain, output contract, complexity, and loss behavior.

Prompt uses:

• Name defer when the prompt needs this obligation made explicit: defer in its Verb sense is a transformation and algorithms rune for make the operation, cost, and information movement explicit; use it when the artifact needs the defer obligation named before work proceeds.
• Ask the assistant to state the defer shadow before proposing changes.

Example clause:

Before editing, state the defer obligation, the evidence that satisfies it, and the failure mode if it is missing.

100.2.28 [0399] delete

Status: canonical

Completion: authored

Semantic status: generated_draft

Force: delete is a transformation and algorithms rune for make the operation, cost, and information movement explicit; use it when the artifact needs the delete obligation named before work proceeds.

Shadow: misusing delete at rune 0399 in the transformation lane can let work can silently lose information, reorder meaning, or amplify cost; verify by requiring the caster to state input domain, output contract, complexity, and loss behavior.

Prompt uses:

• Name delete when the prompt needs this obligation made explicit: delete is a transformation and algorithms rune for make the operation, cost, and information movement explicit; use it when the artifact needs the delete obligation named before work proceeds.
• Ask the assistant to state the delete shadow before proposing changes.

Example clause:

Before editing, state the delete obligation, the evidence that satisfies it, and the failure mode if it is missing.

100.2.29 [0400] denoise

Status: canonical

Completion: authored

Semantic status: generated_draft

Force: denoise is a transformation and algorithms rune for make the operation, cost, and information movement explicit; use it when the artifact needs the denoise obligation named before work proceeds.

Shadow: misusing denoise at rune 0400 in the transformation lane can let work can silently lose information, reorder meaning, or amplify cost; verify by requiring the caster to state input domain, output contract, complexity, and loss behavior.

Prompt uses:

• Name denoise when the prompt needs this obligation made explicit: denoise is a transformation and algorithms rune for make the operation, cost, and information movement explicit; use it when the artifact needs the denoise obligation named before work proceeds.
• Ask the assistant to state the denoise shadow before proposing changes.

Example clause:

Before editing, state the denoise obligation, the evidence that satisfies it, and the failure mode if it is missing.

100.2.30 [0401] derive

Status: canonical

Completion: authored

Semantic status: generated_draft

Force: derive is a transformation and algorithms rune for make the operation, cost, and information movement explicit; use it when the artifact needs the derive obligation named before work proceeds.

Shadow: misusing derive at rune 0401 in the transformation lane can let work can silently lose information, reorder meaning, or amplify cost; verify by requiring the caster to state input domain, output contract, complexity, and loss behavior.

Prompt uses:

• Name derive when the prompt needs this obligation made explicit: derive is a transformation and algorithms rune for make the operation, cost, and information movement explicit; use it when the artifact needs the derive obligation named before work proceeds.
• Ask the assistant to state the derive shadow before proposing changes.

Example clause:

Before editing, state the derive obligation, the evidence that satisfies it, and the failure mode if it is missing.

100.2.31 [0402] deserialize

Status: canonical (pocket canon)

Completion: authored

Semantic status: reviewed

Force: Rebuild structured state from a stored or transmitted form.

Shadow: misusing deserialize at rune 0402 in the transformation lane can let work can silently lose information, reorder meaning, or amplify cost; verify by requiring the caster to state input domain, output contract, complexity, and loss behavior.

Prompt uses:

• Name deserialize when the prompt needs this obligation made explicit: Rebuild structured state from a stored or transmitted form.
• Ask the assistant to state the deserialize shadow before proposing changes.

Example clause:

Before editing, state the deserialize obligation, the evidence that satisfies it, and the failure mode if it is missing.

Pocket gloss: Rebuild structured state from a stored or transmitted form.

100.2.32 [0403] detect

Status: canonical

Completion: authored

Semantic status: generated_draft

Force: detect is a transformation and algorithms rune for make the operation, cost, and information movement explicit; use it when the artifact needs the detect obligation named before work proceeds.

Shadow: misusing detect at rune 0403 in the transformation lane can let work can silently lose information, reorder meaning, or amplify cost; verify by requiring the caster to state input domain, output contract, complexity, and loss behavior.

Prompt uses:

• Name detect when the prompt needs this obligation made explicit: detect is a transformation and algorithms rune for make the operation, cost, and information movement explicit; use it when the artifact needs the detect obligation named before work proceeds.
• Ask the assistant to state the detect shadow before proposing changes.

Example clause:

Before editing, state the detect obligation, the evidence that satisfies it, and the failure mode if it is missing.

100.2.33 [0404] diff {Verb}

Status: canonical (pocket canon)

Completion: authored

Semantic status: reviewed

Force: Make change visible by showing one state against another.

Shadow: misusing diff at rune 0404 in the Verb lane can let work can silently lose information, reorder meaning, or amplify cost; verify by requiring the caster to state input domain, output contract, complexity, and loss behavior.

Prompt uses:

• Name diff when the prompt needs this obligation made explicit: Make change visible by showing one state against another.
• Ask the assistant to state the diff shadow before proposing changes.

Example clause:

Before editing, state the diff obligation, the evidence that satisfies it, and the failure mode if it is missing.

Pocket gloss: Make change visible by showing one state against another.

100.2.34 [0405] digest {Verb}

Status: canonical

Completion: authored

Semantic status: generated_draft

Force: digest in its Verb sense is a transformation and algorithms rune for make the operation, cost, and information movement explicit; use it when the artifact needs the digest obligation named before work proceeds.

Shadow: misusing digest at rune 0405 in the Verb lane can let work can silently lose information, reorder meaning, or amplify cost; verify by requiring the caster to state input domain, output contract, complexity, and loss behavior.

Prompt uses:

• Name digest when the prompt needs this obligation made explicit: digest in its Verb sense is a transformation and algorithms rune for make the operation, cost, and information movement explicit; use it when the artifact needs the digest obligation named before work proceeds.
• Ask the assistant to state the digest shadow before proposing changes.

Example clause:

Before editing, state the digest obligation, the evidence that satisfies it, and the failure mode if it is missing.

100.2.35 [0406] dispatch {Verb}

Status: canonical

Completion: authored

Semantic status: generated_draft

Force: dispatch in its Verb sense is a transformation and algorithms rune for make the operation, cost, and information movement explicit; use it when the artifact needs the dispatch obligation named before work proceeds.

Shadow: misusing dispatch at rune 0406 in the Verb lane can let work can silently lose information, reorder meaning, or amplify cost; verify by requiring the caster to state input domain, output contract, complexity, and loss behavior.

Prompt uses:

• Name dispatch when the prompt needs this obligation made explicit: dispatch in its Verb sense is a transformation and algorithms rune for make the operation, cost, and information movement explicit; use it when the artifact needs the dispatch obligation named before work proceeds.
• Ask the assistant to state the dispatch shadow before proposing changes.

Example clause:

Before editing, state the dispatch obligation, the evidence that satisfies it, and the failure mode if it is missing.

100.2.36 [0407] distribute

Status: canonical

Completion: authored

Semantic status: generated_draft

Force: distribute is a transformation and algorithms rune for make the operation, cost, and information movement explicit; use it when the artifact needs the distribute obligation named before work proceeds.

Shadow: misusing distribute at rune 0407 in the transformation lane can let work can silently lose information, reorder meaning, or amplify cost; verify by requiring the caster to state input domain, output contract, complexity, and loss behavior.

Prompt uses:

• Name distribute when the prompt needs this obligation made explicit: distribute is a transformation and algorithms rune for make the operation, cost, and information movement explicit; use it when the artifact needs the distribute obligation named before work proceeds.
• Ask the assistant to state the distribute shadow before proposing changes.

Example clause:

Before editing, state the distribute obligation, the evidence that satisfies it, and the failure mode if it is missing.

100.2.37 [0408] drain

Status: canonical

Completion: authored

Semantic status: generated_draft

Force: drain is a transformation and algorithms rune for make the operation, cost, and information movement explicit; use it when the artifact needs the drain obligation named before work proceeds.

Shadow: misusing drain at rune 0408 in the transformation lane can let work can silently lose information, reorder meaning, or amplify cost; verify by requiring the caster to state input domain, output contract, complexity, and loss behavior.

Prompt uses:

• Name drain when the prompt needs this obligation made explicit: drain is a transformation and algorithms rune for make the operation, cost, and information movement explicit; use it when the artifact needs the drain obligation named before work proceeds.
• Ask the assistant to state the drain shadow before proposing changes.

Example clause:

Before editing, state the drain obligation, the evidence that satisfies it, and the failure mode if it is missing.

100.2.38 [0409] drop

Status: canonical

Completion: authored

Semantic status: generated_draft

Force: drop is a transformation and algorithms rune for make the operation, cost, and information movement explicit; use it when the artifact needs the drop obligation named before work proceeds.

Shadow: misusing drop at rune 0409 in the transformation lane can let work can silently lose information, reorder meaning, or amplify cost; verify by requiring the caster to state input domain, output contract, complexity, and loss behavior.

Prompt uses:

• Name drop when the prompt needs this obligation made explicit: drop is a transformation and algorithms rune for make the operation, cost, and information movement explicit; use it when the artifact needs the drop obligation named before work proceeds.
• Ask the assistant to state the drop shadow before proposing changes.

Example clause:

Before editing, state the drop obligation, the evidence that satisfies it, and the failure mode if it is missing.

100.2.39 [0410] encode

Status: canonical (pocket canon)

Completion: authored

Semantic status: reviewed

Force: Turn meaning into a transportable or storable representation.

Shadow: misusing encode at rune 0410 in the transformation lane can let work can silently lose information, reorder meaning, or amplify cost; verify by requiring the caster to state input domain, output contract, complexity, and loss behavior.

Prompt uses:

• Name encode when the prompt needs this obligation made explicit: Turn meaning into a transportable or storable representation.
• Ask the assistant to state the encode shadow before proposing changes.

Example clause:

Before editing, state the encode obligation, the evidence that satisfies it, and the failure mode if it is missing.

Pocket gloss: Turn meaning into a transportable or storable representation.

100.2.40 [0411] encrypt {Verb}

Status: canonical

Completion: authored

Semantic status: generated_draft

Force: encrypt in its Verb sense is a transformation and algorithms rune for make the operation, cost, and information movement explicit; use it when the artifact needs the encrypt obligation named before work proceeds.

Shadow: misusing encrypt at rune 0411 in the Verb lane can let work can silently lose information, reorder meaning, or amplify cost; verify by requiring the caster to state input domain, output contract, complexity, and loss behavior.

Prompt uses:

• Name encrypt when the prompt needs this obligation made explicit: encrypt in its Verb sense is a transformation and algorithms rune for make the operation, cost, and information movement explicit; use it when the artifact needs the encrypt obligation named before work proceeds.
• Ask the assistant to state the encrypt shadow before proposing changes.

Example clause:

Before editing, state the encrypt obligation, the evidence that satisfies it, and the failure mode if it is missing.

100.2.41 [0412] enumerate

Status: canonical

Completion: authored

Semantic status: generated_draft

Force: enumerate is a transformation and algorithms rune for make the operation, cost, and information movement explicit; use it when the artifact needs the enumerate obligation named before work proceeds.

Shadow: misusing enumerate at rune 0412 in the transformation lane can let work can silently lose information, reorder meaning, or amplify cost; verify by requiring the caster to state input domain, output contract, complexity, and loss behavior.

Prompt uses:

• Name enumerate when the prompt needs this obligation made explicit: enumerate is a transformation and algorithms rune for make the operation, cost, and information movement explicit; use it when the artifact needs the enumerate obligation named before work proceeds.
• Ask the assistant to state the enumerate shadow before proposing changes.

Example clause:

Before editing, state the enumerate obligation, the evidence that satisfies it, and the failure mode if it is missing.

100.2.42 [0413] evaluate

Status: canonical

Completion: authored

Semantic status: generated_draft

Force: evaluate is a transformation and algorithms rune for make the operation, cost, and information movement explicit; use it when the artifact needs the evaluate obligation named before work proceeds.

Shadow: misusing evaluate at rune 0413 in the transformation lane can let work can silently lose information, reorder meaning, or amplify cost; verify by requiring the caster to state input domain, output contract, complexity, and loss behavior.

Prompt uses:

• Name evaluate when the prompt needs this obligation made explicit: evaluate is a transformation and algorithms rune for make the operation, cost, and information movement explicit; use it when the artifact needs the evaluate obligation named before work proceeds.
• Ask the assistant to state the evaluate shadow before proposing changes.

Example clause:

Before editing, state the evaluate obligation, the evidence that satisfies it, and the failure mode if it is missing.

100.2.43 [0414] expand

Status: canonical

Completion: authored

Semantic status: generated_draft

Force: expand is a transformation and algorithms rune for make the operation, cost, and information movement explicit; use it when the artifact needs the expand obligation named before work proceeds.

Shadow: misusing expand at rune 0414 in the transformation lane can let work can silently lose information, reorder meaning, or amplify cost; verify by requiring the caster to state input domain, output contract, complexity, and loss behavior.

Prompt uses:

• Name expand when the prompt needs this obligation made explicit: expand is a transformation and algorithms rune for make the operation, cost, and information movement explicit; use it when the artifact needs the expand obligation named before work proceeds.
• Ask the assistant to state the expand shadow before proposing changes.

Example clause:

Before editing, state the expand obligation, the evidence that satisfies it, and the failure mode if it is missing.

100.2.44 [0415] explode

Status: canonical

Completion: authored

Semantic status: generated_draft

Force: explode is a transformation and algorithms rune for make the operation, cost, and information movement explicit; use it when the artifact needs the explode obligation named before work proceeds.

Shadow: misusing explode at rune 0415 in the transformation lane can let work can silently lose information, reorder meaning, or amplify cost; verify by requiring the caster to state input domain, output contract, complexity, and loss behavior.

Prompt uses:

• Name explode when the prompt needs this obligation made explicit: explode is a transformation and algorithms rune for make the operation, cost, and information movement explicit; use it when the artifact needs the explode obligation named before work proceeds.
• Ask the assistant to state the explode shadow before proposing changes.

Example clause:

Before editing, state the explode obligation, the evidence that satisfies it, and the failure mode if it is missing.

100.2.45 [0416] export {Verb}

Status: canonical

Completion: authored

Semantic status: generated_draft

Force: export in its Verb sense is a transformation and algorithms rune for make the operation, cost, and information movement explicit; use it when the artifact needs the export obligation named before work proceeds.

Shadow: misusing export at rune 0416 in the Verb lane can let work can silently lose information, reorder meaning, or amplify cost; verify by requiring the caster to state input domain, output contract, complexity, and loss behavior.

Prompt uses:

• Name export when the prompt needs this obligation made explicit: export in its Verb sense is a transformation and algorithms rune for make the operation, cost, and information movement explicit; use it when the artifact needs the export obligation named before work proceeds.
• Ask the assistant to state the export shadow before proposing changes.

Example clause:

Before editing, state the export obligation, the evidence that satisfies it, and the failure mode if it is missing.

100.2.46 [0417] extract

Status: canonical (pocket canon)

Completion: authored

Semantic status: reviewed

Force: Pull the needed part out of a larger body.

Shadow: misusing extract at rune 0417 in the transformation lane can let work can silently lose information, reorder meaning, or amplify cost; verify by requiring the caster to state input domain, output contract, complexity, and loss behavior.

Prompt uses:

• Name extract when the prompt needs this obligation made explicit: Pull the needed part out of a larger body.
• Ask the assistant to state the extract shadow before proposing changes.

Example clause:

Before editing, state the extract obligation, the evidence that satisfies it, and the failure mode if it is missing.

Pocket gloss: Pull the needed part out of a larger body.

100.2.47 [0418] fetch

Status: canonical

Completion: authored

Semantic status: generated_draft

Force: fetch is a transformation and algorithms rune for make the operation, cost, and information movement explicit; use it when the artifact needs the fetch obligation named before work proceeds.

Shadow: misusing fetch at rune 0418 in the transformation lane can let work can silently lose information, reorder meaning, or amplify cost; verify by requiring the caster to state input domain, output contract, complexity, and loss behavior.

Prompt uses:

• Name fetch when the prompt needs this obligation made explicit: fetch is a transformation and algorithms rune for make the operation, cost, and information movement explicit; use it when the artifact needs the fetch obligation named before work proceeds.
• Ask the assistant to state the fetch shadow before proposing changes.

Example clause:

Before editing, state the fetch obligation, the evidence that satisfies it, and the failure mode if it is missing.

100.2.48 [0419] filter

Status: canonical (pocket canon)

Completion: authored

Semantic status: reviewed

Force: Keep what matches; discard what does not.

Shadow: misusing filter at rune 0419 in the transformation lane can let work can silently lose information, reorder meaning, or amplify cost; verify by requiring the caster to state input domain, output contract, complexity, and loss behavior.

Prompt uses:

• Name filter when the prompt needs this obligation made explicit: Keep what matches; discard what does not.
• Ask the assistant to state the filter shadow before proposing changes.

Example clause:

Before editing, state the filter obligation, the evidence that satisfies it, and the failure mode if it is missing.

Pocket gloss: Keep what matches; discard what does not.

100.2.49 [0420] flatten

Status: canonical

Completion: authored

Semantic status: generated_draft

Force: flatten is a transformation and algorithms rune for make the operation, cost, and information movement explicit; use it when the artifact needs the flatten obligation named before work proceeds.

Shadow: misusing flatten at rune 0420 in the transformation lane can let work can silently lose information, reorder meaning, or amplify cost; verify by requiring the caster to state input domain, output contract, complexity, and loss behavior.

Prompt uses:

• Name flatten when the prompt needs this obligation made explicit: flatten is a transformation and algorithms rune for make the operation, cost, and information movement explicit; use it when the artifact needs the flatten obligation named before work proceeds.
• Ask the assistant to state the flatten shadow before proposing changes.

Example clause:

Before editing, state the flatten obligation, the evidence that satisfies it, and the failure mode if it is missing.

100.2.50 [0421] fold

Status: canonical

Completion: authored

Semantic status: generated_draft

Force: fold is a transformation and algorithms rune for make the operation, cost, and information movement explicit; use it when the artifact needs the fold obligation named before work proceeds.

Shadow: misusing fold at rune 0421 in the transformation lane can let work can silently lose information, reorder meaning, or amplify cost; verify by requiring the caster to state input domain, output contract, complexity, and loss behavior.

Prompt uses:

• Name fold when the prompt needs this obligation made explicit: fold is a transformation and algorithms rune for make the operation, cost, and information movement explicit; use it when the artifact needs the fold obligation named before work proceeds.
• Ask the assistant to state the fold shadow before proposing changes.

Example clause:

Before editing, state the fold obligation, the evidence that satisfies it, and the failure mode if it is missing.

100.2.51 [0422] format

Status: canonical

Completion: authored

Semantic status: generated_draft

Force: format is a transformation and algorithms rune for make the operation, cost, and information movement explicit; use it when the artifact needs the format obligation named before work proceeds.

Shadow: misusing format at rune 0422 in the transformation lane can let work can silently lose information, reorder meaning, or amplify cost; verify by requiring the caster to state input domain, output contract, complexity, and loss behavior.

Prompt uses:

• Name format when the prompt needs this obligation made explicit: format is a transformation and algorithms rune for make the operation, cost, and information movement explicit; use it when the artifact needs the format obligation named before work proceeds.
• Ask the assistant to state the format shadow before proposing changes.

Example clause:

Before editing, state the format obligation, the evidence that satisfies it, and the failure mode if it is missing.

100.2.52 [0423] fuse

Status: canonical

Completion: authored

Semantic status: generated_draft

Force: fuse is a transformation and algorithms rune for make the operation, cost, and information movement explicit; use it when the artifact needs the fuse obligation named before work proceeds.

Shadow: misusing fuse at rune 0423 in the transformation lane can let work can silently lose information, reorder meaning, or amplify cost; verify by requiring the caster to state input domain, output contract, complexity, and loss behavior.

Prompt uses:

• Name fuse when the prompt needs this obligation made explicit: fuse is a transformation and algorithms rune for make the operation, cost, and information movement explicit; use it when the artifact needs the fuse obligation named before work proceeds.
• Ask the assistant to state the fuse shadow before proposing changes.

Example clause:

Before editing, state the fuse obligation, the evidence that satisfies it, and the failure mode if it is missing.

100.2.53 [0424] generate

Status: canonical (pocket canon)

Completion: authored

Semantic status: reviewed

Force: Produce new structure, code, or data from rules or inputs.

Shadow: misusing generate at rune 0424 in the transformation lane can let work can silently lose information, reorder meaning, or amplify cost; verify by requiring the caster to state input domain, output contract, complexity, and loss behavior.

Prompt uses:

• Name generate when the prompt needs this obligation made explicit: Produce new structure, code, or data from rules or inputs.
• Ask the assistant to state the generate shadow before proposing changes.

Example clause:

Before editing, state the generate obligation, the evidence that satisfies it, and the failure mode if it is missing.

Pocket gloss: Produce new structure, code, or data from rules or inputs.

100.2.54 [0425] group

Status: canonical

Completion: authored

Semantic status: generated_draft

Force: group is a transformation and algorithms rune for make the operation, cost, and information movement explicit; use it when the artifact needs the group obligation named before work proceeds.

Shadow: misusing group at rune 0425 in the transformation lane can let work can silently lose information, reorder meaning, or amplify cost; verify by requiring the caster to state input domain, output contract, complexity, and loss behavior.

Prompt uses:

• Name group when the prompt needs this obligation made explicit: group is a transformation and algorithms rune for make the operation, cost, and information movement explicit; use it when the artifact needs the group obligation named before work proceeds.
• Ask the assistant to state the group shadow before proposing changes.

Example clause:

Before editing, state the group obligation, the evidence that satisfies it, and the failure mode if it is missing.

100.2.55 [0426] hash {Verb}

Status: canonical

Completion: authored

Semantic status: generated_draft

Force: hash in its Verb sense is a transformation and algorithms rune for make the operation, cost, and information movement explicit; use it when the artifact needs the hash obligation named before work proceeds.

Shadow: misusing hash at rune 0426 in the Verb lane can let work can silently lose information, reorder meaning, or amplify cost; verify by requiring the caster to state input domain, output contract, complexity, and loss behavior.

Prompt uses:

• Name hash when the prompt needs this obligation made explicit: hash in its Verb sense is a transformation and algorithms rune for make the operation, cost, and information movement explicit; use it when the artifact needs the hash obligation named before work proceeds.
• Ask the assistant to state the hash shadow before proposing changes.

Example clause:

Before editing, state the hash obligation, the evidence that satisfies it, and the failure mode if it is missing.

100.2.56 [0427] hoist

Status: canonical

Completion: authored

Semantic status: generated_draft

Force: hoist is a transformation and algorithms rune for make the operation, cost, and information movement explicit; use it when the artifact needs the hoist obligation named before work proceeds.

Shadow: misusing hoist at rune 0427 in the transformation lane can let work can silently lose information, reorder meaning, or amplify cost; verify by requiring the caster to state input domain, output contract, complexity, and loss behavior.

Prompt uses:

• Name hoist when the prompt needs this obligation made explicit: hoist is a transformation and algorithms rune for make the operation, cost, and information movement explicit; use it when the artifact needs the hoist obligation named before work proceeds.
• Ask the assistant to state the hoist shadow before proposing changes.

Example clause:

Before editing, state the hoist obligation, the evidence that satisfies it, and the failure mode if it is missing.

100.2.57 [0428] hydrate

Status: canonical (pocket canon)

Completion: authored

Semantic status: reviewed

Force: Reattach lightweight structure to a previously transferred shell.

Shadow: misusing hydrate at rune 0428 in the transformation lane can let work can silently lose information, reorder meaning, or amplify cost; verify by requiring the caster to state input domain, output contract, complexity, and loss behavior.

Prompt uses:

• Name hydrate when the prompt needs this obligation made explicit: Reattach lightweight structure to a previously transferred shell.
• Ask the assistant to state the hydrate shadow before proposing changes.

Example clause:

Before editing, state the hydrate obligation, the evidence that satisfies it, and the failure mode if it is missing.

Pocket gloss: Reattach lightweight structure to a previously transferred shell.

100.2.58 [0429] infer

Status: canonical

Completion: authored

Semantic status: generated_draft

Force: infer is a transformation and algorithms rune for make the operation, cost, and information movement explicit; use it when the artifact needs the infer obligation named before work proceeds.

Shadow: misusing infer at rune 0429 in the transformation lane can let work can silently lose information, reorder meaning, or amplify cost; verify by requiring the caster to state input domain, output contract, complexity, and loss behavior.

Prompt uses:

• Name infer when the prompt needs this obligation made explicit: infer is a transformation and algorithms rune for make the operation, cost, and information movement explicit; use it when the artifact needs the infer obligation named before work proceeds.
• Ask the assistant to state the infer shadow before proposing changes.

Example clause:

Before editing, state the infer obligation, the evidence that satisfies it, and the failure mode if it is missing.

100.2.59 [0430] inline {Verb}

Status: canonical

Completion: authored

Semantic status: generated_draft

Force: inline in its Verb sense is a transformation and algorithms rune for make the operation, cost, and information movement explicit; use it when the artifact needs the inline obligation named before work proceeds.

Shadow: misusing inline at rune 0430 in the Verb lane can let work can silently lose information, reorder meaning, or amplify cost; verify by requiring the caster to state input domain, output contract, complexity, and loss behavior.

Prompt uses:

• Name inline when the prompt needs this obligation made explicit: inline in its Verb sense is a transformation and algorithms rune for make the operation, cost, and information movement explicit; use it when the artifact needs the inline obligation named before work proceeds.
• Ask the assistant to state the inline shadow before proposing changes.

Example clause:

Before editing, state the inline obligation, the evidence that satisfies it, and the failure mode if it is missing.

100.2.60 [0431] instrument

Status: canonical

Completion: authored

Semantic status: generated_draft

Force: instrument is a transformation and algorithms rune for make the operation, cost, and information movement explicit; use it when the artifact needs the instrument obligation named before work proceeds.

Shadow: misusing instrument at rune 0431 in the transformation lane can let work can silently lose information, reorder meaning, or amplify cost; verify by requiring the caster to state input domain, output contract, complexity, and loss behavior.

Prompt uses:

• Name instrument when the prompt needs this obligation made explicit: instrument is a transformation and algorithms rune for make the operation, cost, and information movement explicit; use it when the artifact needs the instrument obligation named before work proceeds.
• Ask the assistant to state the instrument shadow before proposing changes.

Example clause:

Before editing, state the instrument obligation, the evidence that satisfies it, and the failure mode if it is missing.

100.2.61 [0432] integrate

Status: canonical

Completion: authored

Semantic status: generated_draft

Force: integrate is a transformation and algorithms rune for make the operation, cost, and information movement explicit; use it when the artifact needs the integrate obligation named before work proceeds.

Shadow: misusing integrate at rune 0432 in the transformation lane can let work can silently lose information, reorder meaning, or amplify cost; verify by requiring the caster to state input domain, output contract, complexity, and loss behavior.

Prompt uses:

• Name integrate when the prompt needs this obligation made explicit: integrate is a transformation and algorithms rune for make the operation, cost, and information movement explicit; use it when the artifact needs the integrate obligation named before work proceeds.
• Ask the assistant to state the integrate shadow before proposing changes.

Example clause:

Before editing, state the integrate obligation, the evidence that satisfies it, and the failure mode if it is missing.

100.2.62 [0433] interpolate

Status: canonical

Completion: authored

Semantic status: generated_draft

Force: interpolate is a transformation and algorithms rune for make the operation, cost, and information movement explicit; use it when the artifact needs the interpolate obligation named before work proceeds.

Shadow: misusing interpolate at rune 0433 in the transformation lane can let work can silently lose information, reorder meaning, or amplify cost; verify by requiring the caster to state input domain, output contract, complexity, and loss behavior.

Prompt uses:

• Name interpolate when the prompt needs this obligation made explicit: interpolate is a transformation and algorithms rune for make the operation, cost, and information movement explicit; use it when the artifact needs the interpolate obligation named before work proceeds.
• Ask the assistant to state the interpolate shadow before proposing changes.

Example clause:

Before editing, state the interpolate obligation, the evidence that satisfies it, and the failure mode if it is missing.

100.2.63 [0434] invert

Status: canonical

Completion: authored

Semantic status: generated_draft

Force: invert is a transformation and algorithms rune for make the operation, cost, and information movement explicit; use it when the artifact needs the invert obligation named before work proceeds.

Shadow: misusing invert at rune 0434 in the transformation lane can let work can silently lose information, reorder meaning, or amplify cost; verify by requiring the caster to state input domain, output contract, complexity, and loss behavior.

Prompt uses:

• Name invert when the prompt needs this obligation made explicit: invert is a transformation and algorithms rune for make the operation, cost, and information movement explicit; use it when the artifact needs the invert obligation named before work proceeds.
• Ask the assistant to state the invert shadow before proposing changes.

Example clause:

Before editing, state the invert obligation, the evidence that satisfies it, and the failure mode if it is missing.

100.2.64 [0435] isolate {Verb}

Status: canonical

Completion: authored

Semantic status: generated_draft

Force: isolate in its Verb sense is a transformation and algorithms rune for make the operation, cost, and information movement explicit; use it when the artifact needs the isolate obligation named before work proceeds.

Shadow: misusing isolate at rune 0435 in the Verb lane can let work can silently lose information, reorder meaning, or amplify cost; verify by requiring the caster to state input domain, output contract, complexity, and loss behavior.

Prompt uses:

• Name isolate when the prompt needs this obligation made explicit: isolate in its Verb sense is a transformation and algorithms rune for make the operation, cost, and information movement explicit; use it when the artifact needs the isolate obligation named before work proceeds.
• Ask the assistant to state the isolate shadow before proposing changes.

Example clause:

Before editing, state the isolate obligation, the evidence that satisfies it, and the failure mode if it is missing.

100.2.65 [0436] join {Verb}

Status: canonical

Completion: authored

Semantic status: generated_draft

Force: join in its Verb sense is a transformation and algorithms rune for make the operation, cost, and information movement explicit; use it when the artifact needs the join obligation named before work proceeds.

Shadow: misusing join at rune 0436 in the Verb lane can let work can silently lose information, reorder meaning, or amplify cost; verify by requiring the caster to state input domain, output contract, complexity, and loss behavior.

Prompt uses:

• Name join when the prompt needs this obligation made explicit: join in its Verb sense is a transformation and algorithms rune for make the operation, cost, and information movement explicit; use it when the artifact needs the join obligation named before work proceeds.
• Ask the assistant to state the join shadow before proposing changes.

Example clause:

Before editing, state the join obligation, the evidence that satisfies it, and the failure mode if it is missing.

100.2.66 [0437] lex

Status: canonical

Completion: authored

Semantic status: generated_draft

Force: lex is a transformation and algorithms rune for make the operation, cost, and information movement explicit; use it when the artifact needs the lex obligation named before work proceeds.

Shadow: misusing lex at rune 0437 in the transformation lane can let work can silently lose information, reorder meaning, or amplify cost; verify by requiring the caster to state input domain, output contract, complexity, and loss behavior.

Prompt uses:

• Name lex when the prompt needs this obligation made explicit: lex is a transformation and algorithms rune for make the operation, cost, and information movement explicit; use it when the artifact needs the lex obligation named before work proceeds.
• Ask the assistant to state the lex shadow before proposing changes.

Example clause:

Before editing, state the lex obligation, the evidence that satisfies it, and the failure mode if it is missing.

100.2.67 [0438] link

Status: canonical (pocket canon)

Completion: authored

Semantic status: reviewed

Force: Bind separate pieces into one connected whole.

Shadow: misusing link at rune 0438 in the transformation lane can let work can silently lose information, reorder meaning, or amplify cost; verify by requiring the caster to state input domain, output contract, complexity, and loss behavior.

Prompt uses:

• Name link when the prompt needs this obligation made explicit: Bind separate pieces into one connected whole.
• Ask the assistant to state the link shadow before proposing changes.

Example clause:

Before editing, state the link obligation, the evidence that satisfies it, and the failure mode if it is missing.

Pocket gloss: Bind separate pieces into one connected whole.

100.2.68 [0439] map {Verb}

Status: canonical

Completion: authored

Semantic status: generated_draft

Force: map in its Verb sense is a transformation and algorithms rune for make the operation, cost, and information movement explicit; use it when the artifact needs the map obligation named before work proceeds.

Shadow: misusing map at rune 0439 in the Verb lane can let work can silently lose information, reorder meaning, or amplify cost; verify by requiring the caster to state input domain, output contract, complexity, and loss behavior.

Prompt uses:

• Name map when the prompt needs this obligation made explicit: map in its Verb sense is a transformation and algorithms rune for make the operation, cost, and information movement explicit; use it when the artifact needs the map obligation named before work proceeds.
• Ask the assistant to state the map shadow before proposing changes.

Example clause:

Before editing, state the map obligation, the evidence that satisfies it, and the failure mode if it is missing.

100.2.69 [0440] marshal

Status: canonical (pocket canon)

Completion: authored

Semantic status: reviewed

Force: Pack structured state into a transportable form.

Shadow: misusing marshal at rune 0440 in the transformation lane can let work can silently lose information, reorder meaning, or amplify cost; verify by requiring the caster to state input domain, output contract, complexity, and loss behavior.

Prompt uses:

• Name marshal when the prompt needs this obligation made explicit: Pack structured state into a transportable form.
• Ask the assistant to state the marshal shadow before proposing changes.

Example clause:

Before editing, state the marshal obligation, the evidence that satisfies it, and the failure mode if it is missing.

Pocket gloss: Pack structured state into a transportable form.

100.2.70 [0441] materialize

Status: canonical (pocket canon)

Completion: authored

Semantic status: reviewed

Force: Force a deferred or virtual thing into concrete existence.

Shadow: misusing materialize at rune 0441 in the transformation lane can let work can silently lose information, reorder meaning, or amplify cost; verify by requiring the caster to state input domain, output contract, complexity, and loss behavior.

Prompt uses:

• Name materialize when the prompt needs this obligation made explicit: Force a deferred or virtual thing into concrete existence.
• Ask the assistant to state the materialize shadow before proposing changes.

Example clause:

Before editing, state the materialize obligation, the evidence that satisfies it, and the failure mode if it is missing.

Pocket gloss: Force a deferred or virtual thing into concrete existence.

100.2.71 [0442] measure

Status: canonical

Completion: authored

Semantic status: generated_draft

Force: measure is a transformation and algorithms rune for make the operation, cost, and information movement explicit; use it when the artifact needs the measure obligation named before work proceeds.

Shadow: misusing measure at rune 0442 in the transformation lane can let work can silently lose information, reorder meaning, or amplify cost; verify by requiring the caster to state input domain, output contract, complexity, and loss behavior.

Prompt uses:

• Name measure when the prompt needs this obligation made explicit: measure is a transformation and algorithms rune for make the operation, cost, and information movement explicit; use it when the artifact needs the measure obligation named before work proceeds.
• Ask the assistant to state the measure shadow before proposing changes.

Example clause:

Before editing, state the measure obligation, the evidence that satisfies it, and the failure mode if it is missing.

100.2.72 [0443] memoize

Status: canonical

Completion: authored

Semantic status: generated_draft

Force: memoize is a transformation and algorithms rune for make the operation, cost, and information movement explicit; use it when the artifact needs the memoize obligation named before work proceeds.

Shadow: misusing memoize at rune 0443 in the transformation lane can let work can silently lose information, reorder meaning, or amplify cost; verify by requiring the caster to state input domain, output contract, complexity, and loss behavior.

Prompt uses:

• Name memoize when the prompt needs this obligation made explicit: memoize is a transformation and algorithms rune for make the operation, cost, and information movement explicit; use it when the artifact needs the memoize obligation named before work proceeds.
• Ask the assistant to state the memoize shadow before proposing changes.

Example clause:

Before editing, state the memoize obligation, the evidence that satisfies it, and the failure mode if it is missing.

100.2.73 [0444] merge {Verb}

Status: canonical (pocket canon)

Completion: authored

Semantic status: reviewed

Force: Combine many lines or branches into one resolved form.

Shadow: misusing merge at rune 0444 in the Verb lane can let work can silently lose information, reorder meaning, or amplify cost; verify by requiring the caster to state input domain, output contract, complexity, and loss behavior.

Prompt uses:

• Name merge when the prompt needs this obligation made explicit: Combine many lines or branches into one resolved form.
• Ask the assistant to state the merge shadow before proposing changes.

Example clause:

Before editing, state the merge obligation, the evidence that satisfies it, and the failure mode if it is missing.

Pocket gloss: Combine many lines or branches into one resolved form.

100.2.74 [0445] migrate

Status: canonical (pocket canon)

Completion: authored

Semantic status: reviewed

Force: Move shape, meaning, or state from one regime to another.

Shadow: misusing migrate at rune 0445 in the transformation lane can let work can silently lose information, reorder meaning, or amplify cost; verify by requiring the caster to state input domain, output contract, complexity, and loss behavior.

Prompt uses:

• Name migrate when the prompt needs this obligation made explicit: Move shape, meaning, or state from one regime to another.
• Ask the assistant to state the migrate shadow before proposing changes.

Example clause:

Before editing, state the migrate obligation, the evidence that satisfies it, and the failure mode if it is missing.

Pocket gloss: Move shape, meaning, or state from one regime to another.

100.2.75 [0446] minify

Status: canonical

Completion: authored

Semantic status: generated_draft

Force: minify is a transformation and algorithms rune for make the operation, cost, and information movement explicit; use it when the artifact needs the minify obligation named before work proceeds.

Shadow: misusing minify at rune 0446 in the transformation lane can let work can silently lose information, reorder meaning, or amplify cost; verify by requiring the caster to state input domain, output contract, complexity, and loss behavior.

Prompt uses:

• Name minify when the prompt needs this obligation made explicit: minify is a transformation and algorithms rune for make the operation, cost, and information movement explicit; use it when the artifact needs the minify obligation named before work proceeds.
• Ask the assistant to state the minify shadow before proposing changes.

Example clause:

Before editing, state the minify obligation, the evidence that satisfies it, and the failure mode if it is missing.

100.2.76 [0447] model {Verb}

Status: canonical

Completion: authored

Semantic status: generated_draft

Force: model in its Verb sense is a transformation and algorithms rune for make the operation, cost, and information movement explicit; use it when the artifact needs the model obligation named before work proceeds.

Shadow: misusing model at rune 0447 in the Verb lane can let work can silently lose information, reorder meaning, or amplify cost; verify by requiring the caster to state input domain, output contract, complexity, and loss behavior.

Prompt uses:

• Name model when the prompt needs this obligation made explicit: model in its Verb sense is a transformation and algorithms rune for make the operation, cost, and information movement explicit; use it when the artifact needs the model obligation named before work proceeds.
• Ask the assistant to state the model shadow before proposing changes.

Example clause:

Before editing, state the model obligation, the evidence that satisfies it, and the failure mode if it is missing.

100.2.77 [0448] normalize

Status: canonical (pocket canon)

Completion: authored

Semantic status: reviewed

Force: Force many possible surfaces into one agreed shape.

Shadow: misusing normalize at rune 0448 in the transformation lane can let work can silently lose information, reorder meaning, or amplify cost; verify by requiring the caster to state input domain, output contract, complexity, and loss behavior.

Prompt uses:

• Name normalize when the prompt needs this obligation made explicit: Force many possible surfaces into one agreed shape.
• Ask the assistant to state the normalize shadow before proposing changes.

Example clause:

Before editing, state the normalize obligation, the evidence that satisfies it, and the failure mode if it is missing.

Pocket gloss: Force many possible surfaces into one agreed shape.

100.2.78 [0449] optimize

Status: canonical (pocket canon)

Completion: authored

Semantic status: reviewed

Force: Trade time, space, or simplicity to improve a measured objective.

Shadow: misusing optimize at rune 0449 in the transformation lane can let work can silently lose information, reorder meaning, or amplify cost; verify by requiring the caster to state input domain, output contract, complexity, and loss behavior.

Prompt uses:

• Name optimize when the prompt needs this obligation made explicit: Trade time, space, or simplicity to improve a measured objective.
• Ask the assistant to state the optimize shadow before proposing changes.

Example clause:

Before editing, state the optimize obligation, the evidence that satisfies it, and the failure mode if it is missing.

Pocket gloss: Trade time, space, or simplicity to improve a measured objective.

100.2.79 [0450] paginate

Status: canonical

Completion: authored

Semantic status: generated_draft

Force: paginate is a transformation and algorithms rune for make the operation, cost, and information movement explicit; use it when the artifact needs the paginate obligation named before work proceeds.

Shadow: misusing paginate at rune 0450 in the transformation lane can let work can silently lose information, reorder meaning, or amplify cost; verify by requiring the caster to state input domain, output contract, complexity, and loss behavior.

Prompt uses:

• Name paginate when the prompt needs this obligation made explicit: paginate is a transformation and algorithms rune for make the operation, cost, and information movement explicit; use it when the artifact needs the paginate obligation named before work proceeds.
• Ask the assistant to state the paginate shadow before proposing changes.

Example clause:

Before editing, state the paginate obligation, the evidence that satisfies it, and the failure mode if it is missing.

100.2.80 [0451] parallelize

Status: canonical

Completion: authored

Semantic status: generated_draft

Force: parallelize is a transformation and algorithms rune for make the operation, cost, and information movement explicit; use it when the artifact needs the parallelize obligation named before work proceeds.

Shadow: misusing parallelize at rune 0451 in the transformation lane can let work can silently lose information, reorder meaning, or amplify cost; verify by requiring the caster to state input domain, output contract, complexity, and loss behavior.

Prompt uses:

• Name parallelize when the prompt needs this obligation made explicit: parallelize is a transformation and algorithms rune for make the operation, cost, and information movement explicit; use it when the artifact needs the parallelize obligation named before work proceeds.
• Ask the assistant to state the parallelize shadow before proposing changes.

Example clause:

Before editing, state the parallelize obligation, the evidence that satisfies it, and the failure mode if it is missing.

100.2.81 [0452] parse

Status: canonical

Completion: authored

Semantic status: generated_draft

Force: parse is a transformation and algorithms rune for make the operation, cost, and information movement explicit; use it when the artifact needs the parse obligation named before work proceeds.

Shadow: misusing parse at rune 0452 in the transformation lane can let work can silently lose information, reorder meaning, or amplify cost; verify by requiring the caster to state input domain, output contract, complexity, and loss behavior.

Prompt uses:

• Name parse when the prompt needs this obligation made explicit: parse is a transformation and algorithms rune for make the operation, cost, and information movement explicit; use it when the artifact needs the parse obligation named before work proceeds.
• Ask the assistant to state the parse shadow before proposing changes.

Example clause:

Before editing, state the parse obligation, the evidence that satisfies it, and the failure mode if it is missing.

100.2.82 [0453] partition {Verb}

Status: canonical (pocket canon)

Completion: authored

Semantic status: reviewed

Force: Turn raw text into structured representation.

Shadow: misusing partition at rune 0453 in the Verb lane can let work can silently lose information, reorder meaning, or amplify cost; verify by requiring the caster to state input domain, output contract, complexity, and loss behavior.

Prompt uses:

• Name partition when the prompt needs this obligation made explicit: Turn raw text into structured representation.
• Ask the assistant to state the partition shadow before proposing changes.

Example clause:

Before editing, state the partition obligation, the evidence that satisfies it, and the failure mode if it is missing.

Pocket gloss: Turn raw text into structured representation.

100.2.83 [0454] patch {Verb}

Status: canonical

Completion: authored

Semantic status: generated_draft

Force: patch in its Verb sense is a transformation and algorithms rune for make the operation, cost, and information movement explicit; use it when the artifact needs the patch obligation named before work proceeds.

Shadow: misusing patch at rune 0454 in the Verb lane can let work can silently lose information, reorder meaning, or amplify cost; verify by requiring the caster to state input domain, output contract, complexity, and loss behavior.

Prompt uses:

• Name patch when the prompt needs this obligation made explicit: patch in its Verb sense is a transformation and algorithms rune for make the operation, cost, and information movement explicit; use it when the artifact needs the patch obligation named before work proceeds.
• Ask the assistant to state the patch shadow before proposing changes.

Example clause:

Before editing, state the patch obligation, the evidence that satisfies it, and the failure mode if it is missing.

100.2.84 [0455] pipeline {Verb}

Status: canonical

Completion: authored

Semantic status: generated_draft

Force: pipeline in its Verb sense is a transformation and algorithms rune for make the operation, cost, and information movement explicit; use it when the artifact needs the pipeline obligation named before work proceeds.

Shadow: misusing pipeline at rune 0455 in the Verb lane can let work can silently lose information, reorder meaning, or amplify cost; verify by requiring the caster to state input domain, output contract, complexity, and loss behavior.

Prompt uses:

• Name pipeline when the prompt needs this obligation made explicit: pipeline in its Verb sense is a transformation and algorithms rune for make the operation, cost, and information movement explicit; use it when the artifact needs the pipeline obligation named before work proceeds.
• Ask the assistant to state the pipeline shadow before proposing changes.

Example clause:

Before editing, state the pipeline obligation, the evidence that satisfies it, and the failure mode if it is missing.

100.2.85 [0456] prepare

Status: canonical

Completion: authored

Semantic status: generated_draft

Force: prepare is a transformation and algorithms rune for make the operation, cost, and information movement explicit; use it when the artifact needs the prepare obligation named before work proceeds.

Shadow: misusing prepare at rune 0456 in the transformation lane can let work can silently lose information, reorder meaning, or amplify cost; verify by requiring the caster to state input domain, output contract, complexity, and loss behavior.

Prompt uses:

• Name prepare when the prompt needs this obligation made explicit: prepare is a transformation and algorithms rune for make the operation, cost, and information movement explicit; use it when the artifact needs the prepare obligation named before work proceeds.
• Ask the assistant to state the prepare shadow before proposing changes.

Example clause:

Before editing, state the prepare obligation, the evidence that satisfies it, and the failure mode if it is missing.

100.2.86 [0457] preprocess

Status: canonical

Completion: authored

Semantic status: generated_draft

Force: preprocess is a transformation and algorithms rune for make the operation, cost, and information movement explicit; use it when the artifact needs the preprocess obligation named before work proceeds.

Shadow: misusing preprocess at rune 0457 in the transformation lane can let work can silently lose information, reorder meaning, or amplify cost; verify by requiring the caster to state input domain, output contract, complexity, and loss behavior.

Prompt uses:

• Name preprocess when the prompt needs this obligation made explicit: preprocess is a transformation and algorithms rune for make the operation, cost, and information movement explicit; use it when the artifact needs the preprocess obligation named before work proceeds.
• Ask the assistant to state the preprocess shadow before proposing changes.

Example clause:

Before editing, state the preprocess obligation, the evidence that satisfies it, and the failure mode if it is missing.

100.2.87 [0458] profile

Status: canonical

Completion: authored

Semantic status: generated_draft

Force: profile is a transformation and algorithms rune for make the operation, cost, and information movement explicit; use it when the artifact needs the profile obligation named before work proceeds.

Shadow: misusing profile at rune 0458 in the transformation lane can let work can silently lose information, reorder meaning, or amplify cost; verify by requiring the caster to state input domain, output contract, complexity, and loss behavior.

Prompt uses:

• Name profile when the prompt needs this obligation made explicit: profile is a transformation and algorithms rune for make the operation, cost, and information movement explicit; use it when the artifact needs the profile obligation named before work proceeds.
• Ask the assistant to state the profile shadow before proposing changes.

Example clause:

Before editing, state the profile obligation, the evidence that satisfies it, and the failure mode if it is missing.

100.2.88 [0459] project

Status: canonical

Completion: authored

Semantic status: generated_draft

Force: project is a transformation and algorithms rune for make the operation, cost, and information movement explicit; use it when the artifact needs the project obligation named before work proceeds.

Shadow: misusing project at rune 0459 in the transformation lane can let work can silently lose information, reorder meaning, or amplify cost; verify by requiring the caster to state input domain, output contract, complexity, and loss behavior.

Prompt uses:

• Name project when the prompt needs this obligation made explicit: project is a transformation and algorithms rune for make the operation, cost, and information movement explicit; use it when the artifact needs the project obligation named before work proceeds.
• Ask the assistant to state the project shadow before proposing changes.

Example clause:

Before editing, state the project obligation, the evidence that satisfies it, and the failure mode if it is missing.

100.2.89 [0460] prune

Status: canonical

Completion: authored

Semantic status: generated_draft

Force: prune is a transformation and algorithms rune for make the operation, cost, and information movement explicit; use it when the artifact needs the prune obligation named before work proceeds.

Shadow: misusing prune at rune 0460 in the transformation lane can let work can silently lose information, reorder meaning, or amplify cost; verify by requiring the caster to state input domain, output contract, complexity, and loss behavior.

Prompt uses:

• Name prune when the prompt needs this obligation made explicit: prune is a transformation and algorithms rune for make the operation, cost, and information movement explicit; use it when the artifact needs the prune obligation named before work proceeds.
• Ask the assistant to state the prune shadow before proposing changes.

Example clause:

Before editing, state the prune obligation, the evidence that satisfies it, and the failure mode if it is missing.

100.2.90 [0461] quantize

Status: canonical (pocket canon)

Completion: authored

Semantic status: reviewed

Force: Change structure to improve clarity while preserving behavior.

Shadow: misusing quantize at rune 0461 in the transformation lane can let work can silently lose information, reorder meaning, or amplify cost; verify by requiring the caster to state input domain, output contract, complexity, and loss behavior.

Prompt uses:

• Name quantize when the prompt needs this obligation made explicit: Change structure to improve clarity while preserving behavior.
• Ask the assistant to state the quantize shadow before proposing changes.

Example clause:

Before editing, state the quantize obligation, the evidence that satisfies it, and the failure mode if it is missing.

Pocket gloss: Change structure to improve clarity while preserving behavior.

100.2.91 [0462] query

Status: canonical

Completion: authored

Semantic status: generated_draft

Force: query is a transformation and algorithms rune for make the operation, cost, and information movement explicit; use it when the artifact needs the query obligation named before work proceeds.

Shadow: misusing query at rune 0462 in the transformation lane can let work can silently lose information, reorder meaning, or amplify cost; verify by requiring the caster to state input domain, output contract, complexity, and loss behavior.

Prompt uses:

• Name query when the prompt needs this obligation made explicit: query is a transformation and algorithms rune for make the operation, cost, and information movement explicit; use it when the artifact needs the query obligation named before work proceeds.
• Ask the assistant to state the query shadow before proposing changes.

Example clause:

Before editing, state the query obligation, the evidence that satisfies it, and the failure mode if it is missing.

100.2.92 [0463] rasterize

Status: canonical

Completion: authored

Semantic status: generated_draft

Force: rasterize is a transformation and algorithms rune for make the operation, cost, and information movement explicit; use it when the artifact needs the rasterize obligation named before work proceeds.

Shadow: misusing rasterize at rune 0463 in the transformation lane can let work can silently lose information, reorder meaning, or amplify cost; verify by requiring the caster to state input domain, output contract, complexity, and loss behavior.

Prompt uses:

• Name rasterize when the prompt needs this obligation made explicit: rasterize is a transformation and algorithms rune for make the operation, cost, and information movement explicit; use it when the artifact needs the rasterize obligation named before work proceeds.
• Ask the assistant to state the rasterize shadow before proposing changes.

Example clause:

Before editing, state the rasterize obligation, the evidence that satisfies it, and the failure mode if it is missing.

100.2.93 [0464] rebalance

Status: canonical

Completion: authored

Semantic status: generated_draft

Force: rebalance is a transformation and algorithms rune for make the operation, cost, and information movement explicit; use it when the artifact needs the rebalance obligation named before work proceeds.

Shadow: misusing rebalance at rune 0464 in the transformation lane can let work can silently lose information, reorder meaning, or amplify cost; verify by requiring the caster to state input domain, output contract, complexity, and loss behavior.

Prompt uses:

• Name rebalance when the prompt needs this obligation made explicit: rebalance is a transformation and algorithms rune for make the operation, cost, and information movement explicit; use it when the artifact needs the rebalance obligation named before work proceeds.
• Ask the assistant to state the rebalance shadow before proposing changes.

Example clause:

Before editing, state the rebalance obligation, the evidence that satisfies it, and the failure mode if it is missing.

100.2.94 [0465] reconcile

Status: canonical

Completion: authored

Semantic status: generated_draft

Force: reconcile is a transformation and algorithms rune for make the operation, cost, and information movement explicit; use it when the artifact needs the reconcile obligation named before work proceeds.

Shadow: misusing reconcile at rune 0465 in the transformation lane can let work can silently lose information, reorder meaning, or amplify cost; verify by requiring the caster to state input domain, output contract, complexity, and loss behavior.

Prompt uses:

• Name reconcile when the prompt needs this obligation made explicit: reconcile is a transformation and algorithms rune for make the operation, cost, and information movement explicit; use it when the artifact needs the reconcile obligation named before work proceeds.
• Ask the assistant to state the reconcile shadow before proposing changes.

Example clause:

Before editing, state the reconcile obligation, the evidence that satisfies it, and the failure mode if it is missing.

100.2.95 [0466] reconstruct

Status: canonical

Completion: authored

Semantic status: generated_draft

Force: reconstruct is a transformation and algorithms rune for make the operation, cost, and information movement explicit; use it when the artifact needs the reconstruct obligation named before work proceeds.

Shadow: misusing reconstruct at rune 0466 in the transformation lane can let work can silently lose information, reorder meaning, or amplify cost; verify by requiring the caster to state input domain, output contract, complexity, and loss behavior.

Prompt uses:

• Name reconstruct when the prompt needs this obligation made explicit: reconstruct is a transformation and algorithms rune for make the operation, cost, and information movement explicit; use it when the artifact needs the reconstruct obligation named before work proceeds.
• Ask the assistant to state the reconstruct shadow before proposing changes.

Example clause:

Before editing, state the reconstruct obligation, the evidence that satisfies it, and the failure mode if it is missing.

100.2.96 [0467] reduce

Status: canonical

Completion: authored

Semantic status: generated_draft

Force: reduce is a transformation and algorithms rune for make the operation, cost, and information movement explicit; use it when the artifact needs the reduce obligation named before work proceeds.

Shadow: misusing reduce at rune 0467 in the transformation lane can let work can silently lose information, reorder meaning, or amplify cost; verify by requiring the caster to state input domain, output contract, complexity, and loss behavior.

Prompt uses:

• Name reduce when the prompt needs this obligation made explicit: reduce is a transformation and algorithms rune for make the operation, cost, and information movement explicit; use it when the artifact needs the reduce obligation named before work proceeds.
• Ask the assistant to state the reduce shadow before proposing changes.

Example clause:

Before editing, state the reduce obligation, the evidence that satisfies it, and the failure mode if it is missing.

100.2.97 [0468] refactor

Status: canonical

Completion: authored

Semantic status: generated_draft

Force: refactor is a transformation and algorithms rune for make the operation, cost, and information movement explicit; use it when the artifact needs the refactor obligation named before work proceeds.

Shadow: misusing refactor at rune 0468 in the transformation lane can let work can silently lose information, reorder meaning, or amplify cost; verify by requiring the caster to state input domain, output contract, complexity, and loss behavior.

Prompt uses:

• Name refactor when the prompt needs this obligation made explicit: refactor is a transformation and algorithms rune for make the operation, cost, and information movement explicit; use it when the artifact needs the refactor obligation named before work proceeds.
• Ask the assistant to state the refactor shadow before proposing changes.

Example clause:

Before editing, state the refactor obligation, the evidence that satisfies it, and the failure mode if it is missing.

100.2.98 [0469] reformat

Status: canonical

Completion: authored

Semantic status: generated_draft

Force: reformat is a transformation and algorithms rune for make the operation, cost, and information movement explicit; use it when the artifact needs the reformat obligation named before work proceeds.

Shadow: misusing reformat at rune 0469 in the transformation lane can let work can silently lose information, reorder meaning, or amplify cost; verify by requiring the caster to state input domain, output contract, complexity, and loss behavior.

Prompt uses:

• Name reformat when the prompt needs this obligation made explicit: reformat is a transformation and algorithms rune for make the operation, cost, and information movement explicit; use it when the artifact needs the reformat obligation named before work proceeds.
• Ask the assistant to state the reformat shadow before proposing changes.

Example clause:

Before editing, state the reformat obligation, the evidence that satisfies it, and the failure mode if it is missing.

100.2.99 [0470] rehydrate

Status: canonical

Completion: authored

Semantic status: generated_draft

Force: rehydrate is a transformation and algorithms rune for make the operation, cost, and information movement explicit; use it when the artifact needs the rehydrate obligation named before work proceeds.

Shadow: misusing rehydrate at rune 0470 in the transformation lane can let work can silently lose information, reorder meaning, or amplify cost; verify by requiring the caster to state input domain, output contract, complexity, and loss behavior.

Prompt uses:

• Name rehydrate when the prompt needs this obligation made explicit: rehydrate is a transformation and algorithms rune for make the operation, cost, and information movement explicit; use it when the artifact needs the rehydrate obligation named before work proceeds.
• Ask the assistant to state the rehydrate shadow before proposing changes.

Example clause:

Before editing, state the rehydrate obligation, the evidence that satisfies it, and the failure mode if it is missing.

100.2.100 [0471] reindex

Status: canonical

Completion: authored

Semantic status: generated_draft

Force: reindex is a transformation and algorithms rune for make the operation, cost, and information movement explicit; use it when the artifact needs the reindex obligation named before work proceeds.

Shadow: misusing reindex at rune 0471 in the transformation lane can let work can silently lose information, reorder meaning, or amplify cost; verify by requiring the caster to state input domain, output contract, complexity, and loss behavior.

Prompt uses:

• Name reindex when the prompt needs this obligation made explicit: reindex is a transformation and algorithms rune for make the operation, cost, and information movement explicit; use it when the artifact needs the reindex obligation named before work proceeds.
• Ask the assistant to state the reindex shadow before proposing changes.

Example clause:

Before editing, state the reindex obligation, the evidence that satisfies it, and the failure mode if it is missing.

100.2.101 [0472] render

Status: canonical

Completion: authored

Semantic status: generated_draft

Force: render is a transformation and algorithms rune for make the operation, cost, and information movement explicit; use it when the artifact needs the render obligation named before work proceeds.

Shadow: misusing render at rune 0472 in the transformation lane can let work can silently lose information, reorder meaning, or amplify cost; verify by requiring the caster to state input domain, output contract, complexity, and loss behavior.

Prompt uses:

• Name render when the prompt needs this obligation made explicit: render is a transformation and algorithms rune for make the operation, cost, and information movement explicit; use it when the artifact needs the render obligation named before work proceeds.
• Ask the assistant to state the render shadow before proposing changes.

Example clause:

Before editing, state the render obligation, the evidence that satisfies it, and the failure mode if it is missing.

100.2.102 [0473] reorder

Status: canonical

Completion: authored

Semantic status: generated_draft

Force: reorder is a transformation and algorithms rune for make the operation, cost, and information movement explicit; use it when the artifact needs the reorder obligation named before work proceeds.

Shadow: misusing reorder at rune 0473 in the transformation lane can let work can silently lose information, reorder meaning, or amplify cost; verify by requiring the caster to state input domain, output contract, complexity, and loss behavior.

Prompt uses:

• Name reorder when the prompt needs this obligation made explicit: reorder is a transformation and algorithms rune for make the operation, cost, and information movement explicit; use it when the artifact needs the reorder obligation named before work proceeds.
• Ask the assistant to state the reorder shadow before proposing changes.

Example clause:

Before editing, state the reorder obligation, the evidence that satisfies it, and the failure mode if it is missing.

100.2.103 [0474] replicate

Status: canonical

Completion: authored

Semantic status: generated_draft

Force: replicate is a transformation and algorithms rune for make the operation, cost, and information movement explicit; use it when the artifact needs the replicate obligation named before work proceeds.

Shadow: misusing replicate at rune 0474 in the transformation lane can let work can silently lose information, reorder meaning, or amplify cost; verify by requiring the caster to state input domain, output contract, complexity, and loss behavior.

Prompt uses:

• Name replicate when the prompt needs this obligation made explicit: replicate is a transformation and algorithms rune for make the operation, cost, and information movement explicit; use it when the artifact needs the replicate obligation named before work proceeds.
• Ask the assistant to state the replicate shadow before proposing changes.

Example clause:

Before editing, state the replicate obligation, the evidence that satisfies it, and the failure mode if it is missing.

100.2.104 [0475] reshape

Status: canonical

Completion: authored

Semantic status: generated_draft

Force: reshape is a transformation and algorithms rune for make the operation, cost, and information movement explicit; use it when the artifact needs the reshape obligation named before work proceeds.

Shadow: misusing reshape at rune 0475 in the transformation lane can let work can silently lose information, reorder meaning, or amplify cost; verify by requiring the caster to state input domain, output contract, complexity, and loss behavior.

Prompt uses:

• Name reshape when the prompt needs this obligation made explicit: reshape is a transformation and algorithms rune for make the operation, cost, and information movement explicit; use it when the artifact needs the reshape obligation named before work proceeds.
• Ask the assistant to state the reshape shadow before proposing changes.

Example clause:

Before editing, state the reshape obligation, the evidence that satisfies it, and the failure mode if it is missing.

100.2.105 [0476] resolve

Status: canonical

Completion: authored

Semantic status: generated_draft

Force: resolve is a transformation and algorithms rune for make the operation, cost, and information movement explicit; use it when the artifact needs the resolve obligation named before work proceeds.

Shadow: misusing resolve at rune 0476 in the transformation lane can let work can silently lose information, reorder meaning, or amplify cost; verify by requiring the caster to state input domain, output contract, complexity, and loss behavior.

Prompt uses:

• Name resolve when the prompt needs this obligation made explicit: resolve is a transformation and algorithms rune for make the operation, cost, and information movement explicit; use it when the artifact needs the resolve obligation named before work proceeds.
• Ask the assistant to state the resolve shadow before proposing changes.

Example clause:

Before editing, state the resolve obligation, the evidence that satisfies it, and the failure mode if it is missing.

100.2.106 [0477] restore {Verb}

Status: canonical

Completion: authored

Semantic status: generated_draft

Force: restore in its Verb sense is a transformation and algorithms rune for make the operation, cost, and information movement explicit; use it when the artifact needs the restore obligation named before work proceeds.

Shadow: misusing restore at rune 0477 in the Verb lane can let work can silently lose information, reorder meaning, or amplify cost; verify by requiring the caster to state input domain, output contract, complexity, and loss behavior.

Prompt uses:

• Name restore when the prompt needs this obligation made explicit: restore in its Verb sense is a transformation and algorithms rune for make the operation, cost, and information movement explicit; use it when the artifact needs the restore obligation named before work proceeds.
• Ask the assistant to state the restore shadow before proposing changes.

Example clause:

Before editing, state the restore obligation, the evidence that satisfies it, and the failure mode if it is missing.

100.2.107 [0478] rewrite

Status: canonical

Completion: authored

Semantic status: generated_draft

Force: rewrite is a transformation and algorithms rune for make the operation, cost, and information movement explicit; use it when the artifact needs the rewrite obligation named before work proceeds.

Shadow: misusing rewrite at rune 0478 in the transformation lane can let work can silently lose information, reorder meaning, or amplify cost; verify by requiring the caster to state input domain, output contract, complexity, and loss behavior.

Prompt uses:

• Name rewrite when the prompt needs this obligation made explicit: rewrite is a transformation and algorithms rune for make the operation, cost, and information movement explicit; use it when the artifact needs the rewrite obligation named before work proceeds.
• Ask the assistant to state the rewrite shadow before proposing changes.

Example clause:

Before editing, state the rewrite obligation, the evidence that satisfies it, and the failure mode if it is missing.

100.2.108 [0479] sample

Status: canonical

Completion: authored

Semantic status: generated_draft

Force: sample is a transformation and algorithms rune for make the operation, cost, and information movement explicit; use it when the artifact needs the sample obligation named before work proceeds.

Shadow: misusing sample at rune 0479 in the transformation lane can let work can silently lose information, reorder meaning, or amplify cost; verify by requiring the caster to state input domain, output contract, complexity, and loss behavior.

Prompt uses:

• Name sample when the prompt needs this obligation made explicit: sample is a transformation and algorithms rune for make the operation, cost, and information movement explicit; use it when the artifact needs the sample obligation named before work proceeds.
• Ask the assistant to state the sample shadow before proposing changes.

Example clause:

Before editing, state the sample obligation, the evidence that satisfies it, and the failure mode if it is missing.

100.2.109 [0480] sanitize

Status: canonical

Completion: authored

Semantic status: generated_draft

Force: sanitize is a transformation and algorithms rune for make the operation, cost, and information movement explicit; use it when the artifact needs the sanitize obligation named before work proceeds.

Shadow: misusing sanitize at rune 0480 in the transformation lane can let work can silently lose information, reorder meaning, or amplify cost; verify by requiring the caster to state input domain, output contract, complexity, and loss behavior.

Prompt uses:

• Name sanitize when the prompt needs this obligation made explicit: sanitize is a transformation and algorithms rune for make the operation, cost, and information movement explicit; use it when the artifact needs the sanitize obligation named before work proceeds.
• Ask the assistant to state the sanitize shadow before proposing changes.

Example clause:

Before editing, state the sanitize obligation, the evidence that satisfies it, and the failure mode if it is missing.

100.2.110 [0481] scan {Verb}

Status: canonical

Completion: authored

Semantic status: generated_draft

Force: scan in its Verb sense is a transformation and algorithms rune for make the operation, cost, and information movement explicit; use it when the artifact needs the scan obligation named before work proceeds.

Shadow: misusing scan at rune 0481 in the Verb lane can let work can silently lose information, reorder meaning, or amplify cost; verify by requiring the caster to state input domain, output contract, complexity, and loss behavior.

Prompt uses:

• Name scan when the prompt needs this obligation made explicit: scan in its Verb sense is a transformation and algorithms rune for make the operation, cost, and information movement explicit; use it when the artifact needs the scan obligation named before work proceeds.
• Ask the assistant to state the scan shadow before proposing changes.

Example clause:

Before editing, state the scan obligation, the evidence that satisfies it, and the failure mode if it is missing.

100.2.111 [0482] schedule {Verb}

Status: canonical

Completion: authored

Semantic status: generated_draft

Force: schedule in its Verb sense is a transformation and algorithms rune for make the operation, cost, and information movement explicit; use it when the artifact needs the schedule obligation named before work proceeds.

Shadow: misusing schedule at rune 0482 in the Verb lane can let work can silently lose information, reorder meaning, or amplify cost; verify by requiring the caster to state input domain, output contract, complexity, and loss behavior.

Prompt uses:

• Name schedule when the prompt needs this obligation made explicit: schedule in its Verb sense is a transformation and algorithms rune for make the operation, cost, and information movement explicit; use it when the artifact needs the schedule obligation named before work proceeds.
• Ask the assistant to state the schedule shadow before proposing changes.

Example clause:

Before editing, state the schedule obligation, the evidence that satisfies it, and the failure mode if it is missing.

100.2.112 [0483] search

Status: canonical

Completion: authored

Semantic status: generated_draft

Force: search is a transformation and algorithms rune for make the operation, cost, and information movement explicit; use it when the artifact needs the search obligation named before work proceeds.

Shadow: misusing search at rune 0483 in the transformation lane can let work can silently lose information, reorder meaning, or amplify cost; verify by requiring the caster to state input domain, output contract, complexity, and loss behavior.

Prompt uses:

• Name search when the prompt needs this obligation made explicit: search is a transformation and algorithms rune for make the operation, cost, and information movement explicit; use it when the artifact needs the search obligation named before work proceeds.
• Ask the assistant to state the search shadow before proposing changes.

Example clause:

Before editing, state the search obligation, the evidence that satisfies it, and the failure mode if it is missing.

100.2.113 [0484] segment {Verb}

Status: canonical

Completion: authored

Semantic status: generated_draft

Force: segment in its Verb sense is a transformation and algorithms rune for make the operation, cost, and information movement explicit; use it when the artifact needs the segment obligation named before work proceeds.

Shadow: misusing segment at rune 0484 in the Verb lane can let work can silently lose information, reorder meaning, or amplify cost; verify by requiring the caster to state input domain, output contract, complexity, and loss behavior.

Prompt uses:

• Name segment when the prompt needs this obligation made explicit: segment in its Verb sense is a transformation and algorithms rune for make the operation, cost, and information movement explicit; use it when the artifact needs the segment obligation named before work proceeds.
• Ask the assistant to state the segment shadow before proposing changes.

Example clause:

Before editing, state the segment obligation, the evidence that satisfies it, and the failure mode if it is missing.

100.2.114 [0485] serialize

Status: canonical

Completion: authored

Semantic status: generated_draft

Force: serialize is a transformation and algorithms rune for make the operation, cost, and information movement explicit; use it when the artifact needs the serialize obligation named before work proceeds.

Shadow: misusing serialize at rune 0485 in the transformation lane can let work can silently lose information, reorder meaning, or amplify cost; verify by requiring the caster to state input domain, output contract, complexity, and loss behavior.

Prompt uses:

• Name serialize when the prompt needs this obligation made explicit: serialize is a transformation and algorithms rune for make the operation, cost, and information movement explicit; use it when the artifact needs the serialize obligation named before work proceeds.
• Ask the assistant to state the serialize shadow before proposing changes.

Example clause:

Before editing, state the serialize obligation, the evidence that satisfies it, and the failure mode if it is missing.

100.2.115 [0486] shard {Verb}

Status: canonical

Completion: authored

Semantic status: generated_draft

Force: shard in its Verb sense is a transformation and algorithms rune for make the operation, cost, and information movement explicit; use it when the artifact needs the shard obligation named before work proceeds.

Shadow: misusing shard at rune 0486 in the Verb lane can let work can silently lose information, reorder meaning, or amplify cost; verify by requiring the caster to state input domain, output contract, complexity, and loss behavior.

Prompt uses:

• Name shard when the prompt needs this obligation made explicit: shard in its Verb sense is a transformation and algorithms rune for make the operation, cost, and information movement explicit; use it when the artifact needs the shard obligation named before work proceeds.
• Ask the assistant to state the shard shadow before proposing changes.

Example clause:

Before editing, state the shard obligation, the evidence that satisfies it, and the failure mode if it is missing.

100.2.116 [0487] shuffle

Status: canonical

Completion: authored

Semantic status: generated_draft

Force: shuffle is a transformation and algorithms rune for make the operation, cost, and information movement explicit; use it when the artifact needs the shuffle obligation named before work proceeds.

Shadow: misusing shuffle at rune 0487 in the transformation lane can let work can silently lose information, reorder meaning, or amplify cost; verify by requiring the caster to state input domain, output contract, complexity, and loss behavior.

Prompt uses:

• Name shuffle when the prompt needs this obligation made explicit: shuffle is a transformation and algorithms rune for make the operation, cost, and information movement explicit; use it when the artifact needs the shuffle obligation named before work proceeds.
• Ask the assistant to state the shuffle shadow before proposing changes.

Example clause:

Before editing, state the shuffle obligation, the evidence that satisfies it, and the failure mode if it is missing.

100.2.117 [0488] sign {Verb}

Status: canonical

Completion: authored

Semantic status: generated_draft

Force: sign in its Verb sense is a transformation and algorithms rune for make the operation, cost, and information movement explicit; use it when the artifact needs the sign obligation named before work proceeds.

Shadow: misusing sign at rune 0488 in the Verb lane can let work can silently lose information, reorder meaning, or amplify cost; verify by requiring the caster to state input domain, output contract, complexity, and loss behavior.

Prompt uses:

• Name sign when the prompt needs this obligation made explicit: sign in its Verb sense is a transformation and algorithms rune for make the operation, cost, and information movement explicit; use it when the artifact needs the sign obligation named before work proceeds.
• Ask the assistant to state the sign shadow before proposing changes.

Example clause:

Before editing, state the sign obligation, the evidence that satisfies it, and the failure mode if it is missing.

100.2.118 [0489] smooth

Status: canonical (pocket canon)

Completion: authored

Semantic status: reviewed

Force: Write structured state into bytes, text, or wire form.

Shadow: misusing smooth at rune 0489 in the transformation lane can let work can silently lose information, reorder meaning, or amplify cost; verify by requiring the caster to state input domain, output contract, complexity, and loss behavior.

Prompt uses:

• Name smooth when the prompt needs this obligation made explicit: Write structured state into bytes, text, or wire form.
• Ask the assistant to state the smooth shadow before proposing changes.

Example clause:

Before editing, state the smooth obligation, the evidence that satisfies it, and the failure mode if it is missing.

Pocket gloss: Write structured state into bytes, text, or wire form.

100.2.119 [0490] sort

Status: canonical

Completion: authored

Semantic status: generated_draft

Force: sort is a transformation and algorithms rune for make the operation, cost, and information movement explicit; use it when the artifact needs the sort obligation named before work proceeds.

Shadow: misusing sort at rune 0490 in the transformation lane can let work can silently lose information, reorder meaning, or amplify cost; verify by requiring the caster to state input domain, output contract, complexity, and loss behavior.

Prompt uses:

• Name sort when the prompt needs this obligation made explicit: sort is a transformation and algorithms rune for make the operation, cost, and information movement explicit; use it when the artifact needs the sort obligation named before work proceeds.
• Ask the assistant to state the sort shadow before proposing changes.

Example clause:

Before editing, state the sort obligation, the evidence that satisfies it, and the failure mode if it is missing.

100.2.120 [0491] specialize

Status: canonical

Completion: authored

Semantic status: generated_draft

Force: specialize is a transformation and algorithms rune for make the operation, cost, and information movement explicit; use it when the artifact needs the specialize obligation named before work proceeds.

Shadow: misusing specialize at rune 0491 in the transformation lane can let work can silently lose information, reorder meaning, or amplify cost; verify by requiring the caster to state input domain, output contract, complexity, and loss behavior.

Prompt uses:

• Name specialize when the prompt needs this obligation made explicit: specialize is a transformation and algorithms rune for make the operation, cost, and information movement explicit; use it when the artifact needs the specialize obligation named before work proceeds.
• Ask the assistant to state the specialize shadow before proposing changes.

Example clause:

Before editing, state the specialize obligation, the evidence that satisfies it, and the failure mode if it is missing.

100.2.121 [0492] split

Status: canonical

Completion: authored

Semantic status: generated_draft

Force: split is a transformation and algorithms rune for make the operation, cost, and information movement explicit; use it when the artifact needs the split obligation named before work proceeds.

Shadow: misusing split at rune 0492 in the transformation lane can let work can silently lose information, reorder meaning, or amplify cost; verify by requiring the caster to state input domain, output contract, complexity, and loss behavior.

Prompt uses:

• Name split when the prompt needs this obligation made explicit: split is a transformation and algorithms rune for make the operation, cost, and information movement explicit; use it when the artifact needs the split obligation named before work proceeds.
• Ask the assistant to state the split shadow before proposing changes.

Example clause:

Before editing, state the split obligation, the evidence that satisfies it, and the failure mode if it is missing.

100.2.122 [0493] stage {Verb}

Status: canonical

Completion: authored

Semantic status: generated_draft

Force: stage in its Verb sense is a transformation and algorithms rune for make the operation, cost, and information movement explicit; use it when the artifact needs the stage obligation named before work proceeds.

Shadow: misusing stage at rune 0493 in the Verb lane can let work can silently lose information, reorder meaning, or amplify cost; verify by requiring the caster to state input domain, output contract, complexity, and loss behavior.

Prompt uses:

• Name stage when the prompt needs this obligation made explicit: stage in its Verb sense is a transformation and algorithms rune for make the operation, cost, and information movement explicit; use it when the artifact needs the stage obligation named before work proceeds.
• Ask the assistant to state the stage shadow before proposing changes.

Example clause:

Before editing, state the stage obligation, the evidence that satisfies it, and the failure mode if it is missing.

100.2.123 [0494] stream {Verb}

Status: canonical

Completion: authored

Semantic status: generated_draft

Force: stream in its Verb sense is a transformation and algorithms rune for make the operation, cost, and information movement explicit; use it when the artifact needs the stream obligation named before work proceeds.

Shadow: misusing stream at rune 0494 in the Verb lane can let work can silently lose information, reorder meaning, or amplify cost; verify by requiring the caster to state input domain, output contract, complexity, and loss behavior.

Prompt uses:

• Name stream when the prompt needs this obligation made explicit: stream in its Verb sense is a transformation and algorithms rune for make the operation, cost, and information movement explicit; use it when the artifact needs the stream obligation named before work proceeds.
• Ask the assistant to state the stream shadow before proposing changes.

Example clause:

Before editing, state the stream obligation, the evidence that satisfies it, and the failure mode if it is missing.

100.2.124 [0495] summarize

Status: canonical

Completion: authored

Semantic status: generated_draft

Force: summarize is a transformation and algorithms rune for make the operation, cost, and information movement explicit; use it when the artifact needs the summarize obligation named before work proceeds.

Shadow: misusing summarize at rune 0495 in the transformation lane can let work can silently lose information, reorder meaning, or amplify cost; verify by requiring the caster to state input domain, output contract, complexity, and loss behavior.

Prompt uses:

• Name summarize when the prompt needs this obligation made explicit: summarize is a transformation and algorithms rune for make the operation, cost, and information movement explicit; use it when the artifact needs the summarize obligation named before work proceeds.
• Ask the assistant to state the summarize shadow before proposing changes.

Example clause:

Before editing, state the summarize obligation, the evidence that satisfies it, and the failure mode if it is missing.

100.2.125 [0496] synthesize

Status: canonical (pocket canon)

Completion: authored

Semantic status: reviewed

Force: Change form, order, or representation while preserving some intended substance.

Shadow: misusing synthesize at rune 0496 in the transformation lane can let work can silently lose information, reorder meaning, or amplify cost; verify by requiring the caster to state input domain, output contract, complexity, and loss behavior.

Prompt uses:

• Name synthesize when the prompt needs this obligation made explicit: Change form, order, or representation while preserving some intended substance.
• Ask the assistant to state the synthesize shadow before proposing changes.

Example clause:

Before editing, state the synthesize obligation, the evidence that satisfies it, and the failure mode if it is missing.

Pocket gloss: Change form, order, or representation while preserving some intended substance.

100.2.126 [0497] tokenize

Status: canonical

Completion: authored

Semantic status: generated_draft

Force: tokenize is a transformation and algorithms rune for make the operation, cost, and information movement explicit; use it when the artifact needs the tokenize obligation named before work proceeds.

Shadow: misusing tokenize at rune 0497 in the transformation lane can let work can silently lose information, reorder meaning, or amplify cost; verify by requiring the caster to state input domain, output contract, complexity, and loss behavior.

Prompt uses:

• Name tokenize when the prompt needs this obligation made explicit: tokenize is a transformation and algorithms rune for make the operation, cost, and information movement explicit; use it when the artifact needs the tokenize obligation named before work proceeds.
• Ask the assistant to state the tokenize shadow before proposing changes.

Example clause:

Before editing, state the tokenize obligation, the evidence that satisfies it, and the failure mode if it is missing.

100.2.127 [0498] trace {Verb}

Status: canonical

Completion: authored

Semantic status: generated_draft

Force: trace in its Verb sense is a transformation and algorithms rune for make the operation, cost, and information movement explicit; use it when the artifact needs the trace obligation named before work proceeds.

Shadow: misusing trace at rune 0498 in the Verb lane can let work can silently lose information, reorder meaning, or amplify cost; verify by requiring the caster to state input domain, output contract, complexity, and loss behavior.

Prompt uses:

• Name trace when the prompt needs this obligation made explicit: trace in its Verb sense is a transformation and algorithms rune for make the operation, cost, and information movement explicit; use it when the artifact needs the trace obligation named before work proceeds.
• Ask the assistant to state the trace shadow before proposing changes.

Example clause:

Before editing, state the trace obligation, the evidence that satisfies it, and the failure mode if it is missing.

100.2.128 [0499] train

Status: canonical

Completion: authored

Semantic status: generated_draft

Force: train is a transformation and algorithms rune for make the operation, cost, and information movement explicit; use it when the artifact needs the train obligation named before work proceeds.

Shadow: misusing train at rune 0499 in the transformation lane can let work can silently lose information, reorder meaning, or amplify cost; verify by requiring the caster to state input domain, output contract, complexity, and loss behavior.

Prompt uses:

• Name train when the prompt needs this obligation made explicit: train is a transformation and algorithms rune for make the operation, cost, and information movement explicit; use it when the artifact needs the train obligation named before work proceeds.
• Ask the assistant to state the train shadow before proposing changes.

Example clause:

Before editing, state the train obligation, the evidence that satisfies it, and the failure mode if it is missing.

100.2.129 [0500] transform

Status: canonical

Completion: authored

Semantic status: generated_draft

Force: transform is a transformation and algorithms rune for make the operation, cost, and information movement explicit; use it when the artifact needs the transform obligation named before work proceeds.

Shadow: misusing transform at rune 0500 in the transformation lane can let work can silently lose information, reorder meaning, or amplify cost; verify by requiring the caster to state input domain, output contract, complexity, and loss behavior.

Prompt uses:

• Name transform when the prompt needs this obligation made explicit: transform is a transformation and algorithms rune for make the operation, cost, and information movement explicit; use it when the artifact needs the transform obligation named before work proceeds.
• Ask the assistant to state the transform shadow before proposing changes.

Example clause:

Before editing, state the transform obligation, the evidence that satisfies it, and the failure mode if it is missing.

100.2.130 [0501] translate

Status: canonical

Completion: authored

Semantic status: generated_draft

Force: translate is a transformation and algorithms rune for make the operation, cost, and information movement explicit; use it when the artifact needs the translate obligation named before work proceeds.

Shadow: misusing translate at rune 0501 in the transformation lane can let work can silently lose information, reorder meaning, or amplify cost; verify by requiring the caster to state input domain, output contract, complexity, and loss behavior.

Prompt uses:

• Name translate when the prompt needs this obligation made explicit: translate is a transformation and algorithms rune for make the operation, cost, and information movement explicit; use it when the artifact needs the translate obligation named before work proceeds.
• Ask the assistant to state the translate shadow before proposing changes.

Example clause:

Before editing, state the translate obligation, the evidence that satisfies it, and the failure mode if it is missing.

100.2.131 [0502] transpose

Status: canonical

Completion: authored

Semantic status: generated_draft

Force: transpose is a transformation and algorithms rune for make the operation, cost, and information movement explicit; use it when the artifact needs the transpose obligation named before work proceeds.

Shadow: misusing transpose at rune 0502 in the transformation lane can let work can silently lose information, reorder meaning, or amplify cost; verify by requiring the caster to state input domain, output contract, complexity, and loss behavior.

Prompt uses:

• Name transpose when the prompt needs this obligation made explicit: transpose is a transformation and algorithms rune for make the operation, cost, and information movement explicit; use it when the artifact needs the transpose obligation named before work proceeds.
• Ask the assistant to state the transpose shadow before proposing changes.

Example clause:

Before editing, state the transpose obligation, the evidence that satisfies it, and the failure mode if it is missing.

100.2.132 [0503] truncate

Status: canonical

Completion: authored

Semantic status: generated_draft

Force: truncate is a transformation and algorithms rune for make the operation, cost, and information movement explicit; use it when the artifact needs the truncate obligation named before work proceeds.

Shadow: misusing truncate at rune 0503 in the transformation lane can let work can silently lose information, reorder meaning, or amplify cost; verify by requiring the caster to state input domain, output contract, complexity, and loss behavior.

Prompt uses:

• Name truncate when the prompt needs this obligation made explicit: truncate is a transformation and algorithms rune for make the operation, cost, and information movement explicit; use it when the artifact needs the truncate obligation named before work proceeds.
• Ask the assistant to state the truncate shadow before proposing changes.

Example clause:

Before editing, state the truncate obligation, the evidence that satisfies it, and the failure mode if it is missing.

100.2.133 [0504] tune

Status: canonical

Completion: authored

Semantic status: generated_draft

Force: tune is a transformation and algorithms rune for make the operation, cost, and information movement explicit; use it when the artifact needs the tune obligation named before work proceeds.

Shadow: misusing tune at rune 0504 in the transformation lane can let work can silently lose information, reorder meaning, or amplify cost; verify by requiring the caster to state input domain, output contract, complexity, and loss behavior.

Prompt uses:

• Name tune when the prompt needs this obligation made explicit: tune is a transformation and algorithms rune for make the operation, cost, and information movement explicit; use it when the artifact needs the tune obligation named before work proceeds.
• Ask the assistant to state the tune shadow before proposing changes.

Example clause:

Before editing, state the tune obligation, the evidence that satisfies it, and the failure mode if it is missing.

100.2.134 [0505] unmarshal

Status: canonical

Completion: authored

Semantic status: generated_draft

Force: unmarshal is a transformation and algorithms rune for make the operation, cost, and information movement explicit; use it when the artifact needs the unmarshal obligation named before work proceeds.

Shadow: misusing unmarshal at rune 0505 in the transformation lane can let work can silently lose information, reorder meaning, or amplify cost; verify by requiring the caster to state input domain, output contract, complexity, and loss behavior.

Prompt uses:

• Name unmarshal when the prompt needs this obligation made explicit: unmarshal is a transformation and algorithms rune for make the operation, cost, and information movement explicit; use it when the artifact needs the unmarshal obligation named before work proceeds.
• Ask the assistant to state the unmarshal shadow before proposing changes.

Example clause:

Before editing, state the unmarshal obligation, the evidence that satisfies it, and the failure mode if it is missing.

100.2.135 [0506] unpack

Status: canonical

Completion: authored

Semantic status: generated_draft

Force: unpack is a transformation and algorithms rune for make the operation, cost, and information movement explicit; use it when the artifact needs the unpack obligation named before work proceeds.

Shadow: misusing unpack at rune 0506 in the transformation lane can let work can silently lose information, reorder meaning, or amplify cost; verify by requiring the caster to state input domain, output contract, complexity, and loss behavior.

Prompt uses:

• Name unpack when the prompt needs this obligation made explicit: unpack is a transformation and algorithms rune for make the operation, cost, and information movement explicit; use it when the artifact needs the unpack obligation named before work proceeds.
• Ask the assistant to state the unpack shadow before proposing changes.

Example clause:

Before editing, state the unpack obligation, the evidence that satisfies it, and the failure mode if it is missing.

100.2.136 [0507] update

Status: canonical

Completion: authored

Semantic status: generated_draft

Force: update is a transformation and algorithms rune for make the operation, cost, and information movement explicit; use it when the artifact needs the update obligation named before work proceeds.

Shadow: misusing update at rune 0507 in the transformation lane can let work can silently lose information, reorder meaning, or amplify cost; verify by requiring the caster to state input domain, output contract, complexity, and loss behavior.

Prompt uses:

• Name update when the prompt needs this obligation made explicit: update is a transformation and algorithms rune for make the operation, cost, and information movement explicit; use it when the artifact needs the update obligation named before work proceeds.
• Ask the assistant to state the update shadow before proposing changes.

Example clause:

Before editing, state the update obligation, the evidence that satisfies it, and the failure mode if it is missing.

100.2.137 [0508] validate {Verb}

Status: canonical

Completion: authored

Semantic status: generated_draft

Force: validate in its Verb sense is a transformation and algorithms rune for make the operation, cost, and information movement explicit; use it when the artifact needs the validate obligation named before work proceeds.

Shadow: misusing validate at rune 0508 in the Verb lane can let work can silently lose information, reorder meaning, or amplify cost; verify by requiring the caster to state input domain, output contract, complexity, and loss behavior.

Prompt uses:

• Name validate when the prompt needs this obligation made explicit: validate in its Verb sense is a transformation and algorithms rune for make the operation, cost, and information movement explicit; use it when the artifact needs the validate obligation named before work proceeds.
• Ask the assistant to state the validate shadow before proposing changes.

Example clause:

Before editing, state the validate obligation, the evidence that satisfies it, and the failure mode if it is missing.

100.2.138 [0509] vectorize

Status: canonical

Completion: authored

Semantic status: generated_draft

Force: vectorize is a transformation and algorithms rune for make the operation, cost, and information movement explicit; use it when the artifact needs the vectorize obligation named before work proceeds.

Shadow: misusing vectorize at rune 0509 in the transformation lane can let work can silently lose information, reorder meaning, or amplify cost; verify by requiring the caster to state input domain, output contract, complexity, and loss behavior.

Prompt uses:

• Name vectorize when the prompt needs this obligation made explicit: vectorize is a transformation and algorithms rune for make the operation, cost, and information movement explicit; use it when the artifact needs the vectorize obligation named before work proceeds.
• Ask the assistant to state the vectorize shadow before proposing changes.

Example clause:

Before editing, state the vectorize obligation, the evidence that satisfies it, and the failure mode if it is missing.

100.2.139 [0510] verify

Status: canonical (pocket canon)

Completion: authored

Semantic status: reviewed

Force: Demand evidence that a claim or result actually holds.

Shadow: misusing verify at rune 0510 in the transformation lane can let work can silently lose information, reorder meaning, or amplify cost; verify by requiring the caster to state input domain, output contract, complexity, and loss behavior.

Prompt uses:

• Name verify when the prompt needs this obligation made explicit: Demand evidence that a claim or result actually holds.
• Ask the assistant to state the verify shadow before proposing changes.

Example clause:

Before editing, state the verify obligation, the evidence that satisfies it, and the failure mode if it is missing.

Pocket gloss: Demand evidence that a claim or result actually holds.

100.2.140 [0511] zip

Status: canonical

Completion: authored

Semantic status: generated_draft

Force: zip is a transformation and algorithms rune for make the operation, cost, and information movement explicit; use it when the artifact needs the zip obligation named before work proceeds.

Shadow: misusing zip at rune 0511 in the transformation lane can let work can silently lose information, reorder meaning, or amplify cost; verify by requiring the caster to state input domain, output contract, complexity, and loss behavior.

Prompt uses:

• Name zip when the prompt needs this obligation made explicit: zip is a transformation and algorithms rune for make the operation, cost, and information movement explicit; use it when the artifact needs the zip obligation named before work proceeds.
• Ask the assistant to state the zip shadow before proposing changes.

Example clause:

Before editing, state the zip obligation, the evidence that satisfies it, and the failure mode if it is missing.