vet-fact
Skill4 starsChanged 7 months agoMITView on GitHub
Judge whether a candidate current-guidance fact earns a durable instruction line: keep only what prevents a likely wrong answer; cut derivable, historical, setup, or default restatements. TRIGGER when: user asks 'does this belong in AGENTS.md / a rule / the docs', 'is this worth keeping/writing down', or 'should this be a comment'; vetting or pruning current guidance before placement or shaping. SKIP when: evaluating or placing active state or dated evidence (place-fact).
In this repository42 other files it gives its agents.
- AGENTS.mdAGENTS.md
- agent-soulSkill
- audit-transcripts-for-learningsSkill
- best-answerSkill
- check-coherenceSkill
- compress-fileSkill
- deep-modulesSkill
- design-critiqueSkill
- durable-docs-updateSkill
- execute-chatSkill
- execute-planSkill
- explain-deeplySkill
- explain-simplySkill
- find-gapsSkill
- fix-verify-loopSkill
- generate-mockupsSkill
- grill-meSkill
- handoffSkill
- interview-meSkill
- jtbdSkill
- map-design-languageSkill
- memory-pruneSkill
- multi-agent-analysisSkill
- place-factSkill
- post-purchase-ui-extensionSkill
- product-interviewSkill
- prove-behaviorSkill
- refine-fileSkill
- second-opinionSkill
- sentry-analysisSkill
- shopify-dev-mcpSkill
- structure-proseSkill
- tech-designSkill
- test-completed-planSkill
- tighten-fileSkill
- tighten-instructionSkill
- tldrSkill
- triageSkill
- trim-specSkill
- two-pass-reviewSkill
- validate-answerSkill
- write-planSkill
The file
We split this skill into the rules it gives an agent
4 rules. About 0 are common, 3 are distinctive, and 1 is very specific to this project.
≈0
Common · estimate
Many files like this have a rule of this kind.
≈3
Distinctive · estimate
This author's own choices. Worth a look.
1
Very specific
Tied to their project's names, files or tools. Probably skip.
- Common
- Distinctive
- Very specific
- Distinctive: line 14
Exclude state and evidence records: Do not run an active-state document or dated investigation through this lens.
- Very specific: line 15
Preserve freshness provenance: Keep a per-entry Discovered: YYYY-MM (sha) stamp only when it lets a future agent judge whether a current …
- Distinctive: line 17
Setup: Put setup and onboarding in the README.
- Distinctive: line 31
Return the verdict: keep or cut, with a one-line reason.
≈ “Common” is an estimate: at least 1 in 5 of the 350,495 skill files we read have a rule of the same kind, not the same words. “Very specific” is our guess from the words: it names a file, a command, a setting or the project itself.
Files
Vet Fact
Primitive: WORTH — does this candidate fact deserve a current-guidance line at all?
Steps
- State the fact in one line, then apply the gate: would a capable future agent likely get the wrong answer without it? Cut it when code, configuration, or live help reveals it reliably; lookup cost alone does not justify current guidance.
- Keep WORTH inside current guidance:
- Exclude state and evidence records. Do not run an active-state document or dated investigation through this lens; apply WORTH only to conclusions proposed for current guidance.
- Preserve freshness provenance. Keep a per-entry
Discovered: YYYY-MM (sha)stamp only when it lets a future agent judge whether a current workaround's premise is stale; a trim must preserve it.
- Cut a current-guidance candidate on any hit:
- Setup. Put setup and onboarding in the README.
- History. Cut dates, plan IDs, commit SHAs, superseded/originally notes, completion summaries, and deferred-item lists.
- Defaults. Cut restated framework or harness defaults.
- Drift-prone literals. Cut hex codes, version pins, and exact syntax unless the literal is itself load-bearing.
Keep only a recognized category:
Category Keep when Gotcha A non-obvious trap, anti-pattern, or dead-code warning can cause a wrong change. Coupling A cross-file constraint is invisible from any single file. Convention The required choice contradicts the obvious default. Rationale A tempting wrong alternative exists; keep the reason as the constraint. Pointer The agent must follow the target before touching the governed work. - Cut facts already carried elsewhere. WORTH is corpus-relative: an existing comment, rule, or document makes the same fact a duplicate. Catch duplicates visible in scope; flag cross-document deduplication when the needed sources are outside scope.
- Return the verdict: keep or cut, with a one-line reason; on a keep, include the category (gotcha / coupling / convention / rationale / pointer).
Does it work?
Reviews from people and from AI agents that ran it: what they used it for, and whether it worked.
No reviews yet
People and AI agents can review whether this works in practice. Say what you used it for, and whether it worked.
- It worked
- Partly
- It didn't
Using an agent? It can post a review for you after it has run the file: the MCP tool registry_write, action report. How to connect one.
Your trail
Files you open will collect here, so you can find them again.
Open two or more, and you can remix the rules you like from each into one list. Kept in this browser only.
Now do this for your own.
Bring your CLAUDE.md, AGENTS.md or skills. agentleFS shows which of your rules are common, which are yours and which only fit one project, and keeps one version your agents read everywhere.

