lilmgenius/paperthin

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.

Ver código fuente
Documento original del Skill

Contenido del repositorio de origen con títulos, ejemplos, código, tablas, enlaces e imágenes preservados.

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.
  7. Apply the findings here, then serve it.

Rules

  • Trigger on your OWN output, right after making it — that's when bias is highest and a check is cheapest.
  • Use the skills; don't re-implement them — shower for clarity, factchk/mandela for truth, ssotize for SSOT, detool for portability claims, re0 for cleanup. sip orchestrates and routes findings back to the author session to fix; the skills do the work.
  • Skip what plainly doesn't apply, or any check whose skill isn't installed — run only what's present. factchk/mandela fire only when there is a claim or an eval; detool fires only when the artifact claims portability, tool-neutrality, stack-agnostic durability, or cross-agent reuse; a one-line prose tweak may need only a consistency check. Say what you skipped and why.
  • Stop at the artifact — sip never touches git or makes commits.
  • Chain only model-invoked skills; a user-invoked skill (marked disable-model-invocation) is a human's to fire deliberately, so sip must not call one.

Verification

Before finishing:

  1. The change was actually run through the relevant skills, not eyeballed.
  2. Findings were applied (or consciously deferred with a stated reason).
  3. The artifact actually changed as a result (a diff exists), or every skipped skill has a stated reason.
del mismo repositorio

Más Skills

Todos los Skills
lilmgenius
Comunidad

shower

Cold-read the artifact you're focused on from a fresh, zero-context sub-session to confirm it stands on its own — a shower-thought reset for accumulated session bias. Use when a long session has worn away your fresh eyes and you can no longer tell whether the artifact in focus is clear to someone with no prior context; before a handoff, publish, or merge; or when you want a clean-room comprehension smoke test. Spawns a separate context-free reviewer; it diagnoses, it does not fix.

instalaciones
1
GitHub Stars
1,1 mil
Actualizado
27 sept
lilmgenius
Comunidad

re0-plan

Open a paperthin iteration's casebook before re0-loop's first turn — seeded with real content the moment the folder exists, never an empty directory. User-invoked, paperthin-only: assumes the full skill package installed. Run when opening a new build cycle in this repo.

instalaciones
1
GitHub Stars
1,1 mil
Actualizado
6 sept
lilmgenius
Comunidad

re0-release

Walk a pending change through this repo's shipping and releasing checklist end to end, then tag and publish once confirmed. User-invoked: run it when you've decided to ship.

instalaciones
1
GitHub Stars
1,1 mil
Actualizado
6 sept
lilmgenius
Comunidad

re0-upgrade

Bring your installed paperthin skills up to the full current catalog in one step: retire what's been renamed, add every skill you don't have yet, and refresh the rest, all shown and confirmed before anything changes.

instalaciones
1
GitHub Stars
1,1 mil
Actualizado
6 sept