Gleanin
Skill pcx-wave/glean/gleanin
Get a bigger model to check your smaller model daily runs and improve it on a daily basis
npx -y skills add pcx-wave/glean --skill gleaninAssembled from the repository path, not quoted from the project. Check it against their README if it does not work.
One thing to look at
- 2 stars2 stars. Stars are a popularity signal and not a quality one, but at this level it is likely that nobody has read this closely except its author, and you would be relying on your own review.
What its author says it does
Copied from the file, not written here
Rules distilled from past session friction (errors, edit loops, corrections), analyzed by a stronger model and applied to guide future work. Regenerated from glean/artifacts/ plus an index of trigger-loaded protocols from GLEAN_PROTOCOL_DIRS by sync.sh — load every session via CLAUDE.md.
The file declares its own license as MIT. That is the author’s claim about this one file, and it is not the same thing as the license GitHub reports for the repository, which is listed with the other numbers below.
SKILL.md
5.1 KB, as published. Nobody here has run it
gleanin
Rules from past failures. Apply every session.
<!-- Rules are auto-generated by sync.sh. Do not edit manually. -->Credentialed Write Gate
Rule:
- Before writing with ambient credentials, verify scope (
<tool> whoami,config view). - Exact-match created resource name against intent.
- On mismatch, roll back immediately.
- Never mark done when acceptance probe failed.
Check: grep -c "inoffensif\|harmless\|can delete\|not needed" in session transcript — zero for any failed write.
Delegation Preflight
Rule:
- Scan delegation payload against delegate's Known Limitations first.
- Verify with
git diff, not the delegate's[OK]lines. - On partial landing, name the limitation before hand-editing.
- Structural integrity check every delegate-touched file.
Check: git diff --stat HEAD after delegation — changed file count must match expected.
Device First Check
Rule:
- Search filesystem (
find,grep,ls) before asking the user. curl -sIbefore declaring anything "not deployed."- Syntax check + tail check before committing.
Check: grep -c "AskUserQuestion\|curl.*not.find\|edit.*then.*ask" in session transcript — near zero with this rule.
Reference First Porting
Rule:
- Read the reference before editing any formula or algorithm.
- Cite
file:lineper edit. - Apply supplied values verbatim before re-derivation.
Check: grep -rn "TODO\|FIXME\|guess\|maybe" <target-file> — zero after a port.
Protocol index
Trigger-loaded protocols. When a trigger matches the current task, Read the file before proceeding.
- Exact form first — literal search, decisive git comparison, file-borne payloads — Load this in any session that (a) greps source code, (b) makes claims about → read ~/distillation/artifacts/exact-form-first.md
- Hang-bisect protocol — trace before retry, never escalate timeouts blind — Load this whenever a script or pipeline invocation times out (exit 124), → read ~/distillation/artifacts/hang-bisect-protocol.md
- Reproduce the report first — locate what the user sees before defending what you did — Load this whenever a user disputes visible state: "your changes don't → read ~/distillation/artifacts/reproduce-report-first.md
- Route census before auth policy — classify every endpoint once, edit once — Load this whenever you are about to add or change authentication, API-key → read ~/distillation/artifacts/route-census-before-auth.md
- Single-file batch edit — plan the change-set, then edit once — Load this whenever a task requires 3 or more changes to the same file — → read ~/distillation/artifacts/single-file-batch-edit.md
- boundary-aware handoff — When dividing work between two or more models (or model sessions): → read ~/fable-build/rules/boundary-aware-handoff.md
- content-integrity tests — For data-driven products (games, rule engines, content systems): → read ~/fable-build/rules/content-integrity-tests.md
- contract-first interface — When building a system that runs across multiple targets (offline, online, → read ~/fable-build/rules/contract-first-interface.md
- cost-time-quality accounting — Every build produces a cost accounting artifact: → read ~/fable-build/rules/cost-time-quality-accounting.md
- cross-model relay — When routing build phases across multiple models: → read ~/fable-build/rules/cross-model-relay.md
- deterministic default — Use fixed seeds for all world/level generation: → read ~/fable-build/rules/deterministic-default.md
- effort setting by phase — When configuring a build phase, set effort level explicitly: → read ~/fable-build/rules/effort-setting-by-phase.md
- goal-verification-report loop — Replace step-based phase execution with a goal→report pattern for → read ~/fable-build/rules/goal-verification-report.md
- phase stage verification — When a phase spans significant work, split it into stages (1/2/3): → read ~/fable-build/rules/phase-stage-verification.md
- review findings accounting — Every code review produces a numbered list of findings. → read ~/fable-build/rules/review-findings-accounting.md
- safety overfit testing — For products that use LLM outputs (chatbots, content generators, agents): → read ~/fable-build/rules/safety-overfit-testing.md
- thought-partner interview — Before writing ANY spec, template, or brief, interview the model as a → read ~/fable-build/rules/thought-partner-interview.md
- vision self-correction loop — When the build produces visual output (UI, 3D scenes, renders, screenshots): → read ~/fable-build/rules/vision-self-correction.md