Individual skill
sip
After you create or change an artifact or skill, taste-test it with our own skills instead of trusting your in-session judgment — recursive self-improvement, made automatic. Use right after writing or editing anything, before calling it done, committing, or handing it off.
skills/depth/sip/SKILL.md
Source commit 0b1e2c65231b3ce9294844362efae9b3a726e3ed
What was checked
- Matches the observed repository HEAD
- Yes
- Scanner rules are current
- Yes
- Repository scan complete
- No
- Skill scan complete
- Yes
- Observed behavior
- Network or broad shell
- Last checked
- Nov 9, 2026
These are observations at the recorded commit, not a guarantee of safety. Review the source before running it.
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Repository context
- Repository stars (not skill ratings)
- 1,404
- Repository last updated
- Nov 9, 2026
- License
- MIT
Observed agent integration: No specific integration evidence. Standard SKILL.md installation does not imply verified compatibility.
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SKILL.mdcore · 3,068 bytes
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Taste your own cooking: the moment you finish making something, check it with the very skills this repo ships before you serve it.
## Goal
A reminder buried in docs ("remember to verify") won't reliably fire in a fresh session. `sip` makes the recursive self-improvement loop a triggered habit: right after any create or change, run our own skills on the result — the clean checks and the true ones — so quality doesn't ride on the author's biased in-session judgment.
## Workflow
1. Spot the trigger: you just created or changed an artifact or skill and are about to call it done, commit, or hand it off.
2. **Cold-read it** — run `shower` on the artifact (fresh-eyes comprehension / handoff check).
3. **Verify it's true** — if the artifact asserts a reality-grounded claim, run `factchk`; if it defines an eval, metric, or experiment, run `mandela`. Skip when it has neither.
4. **Check consistency** — run `ssotize` in audit mode across the repo for anything the change duplicated or contradicted; execute its consolidation plan only after approval.
5. **Detool portability claims** — run `detool` only when the artifact claims portability, tool-neutrality, stack-agnostic durability, or cross-agent reuse. Skip when it is provenance, operational notes, a tool-targeted runbook, or does not claim portability.
6. **Tidy** — `re0` the changed docs so the result reads as a clean v0, not a patch over a draft.