rite-learn
Review recurring cross-feature evidence and propose durable project guidance.
SKILL.mdpack/.claude/skills/rite-learn/SKILL.md
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Read-set manifest:
devrites-engine context <slug> --skill rite-learn(no workspace:--out <path>) bundles every file named below into one deduplicated read.
/rite-learn: review durable lessons
Use reviewed Markdown/native memory, not miners or registries. This proposes maintenance of one authority; it cannot promote a rule alone.
Modes
/rite-learnreviews recurring evidence across shipped work./rite-learn "<lesson>"evaluates one lesson or rejected direction.
Workflow
- Read durable promotion.
Before bounding, fixed-string search all of
.devrites/archive/and activedecisions.mdforrite-learn: acceptedandrite-learn: declined; read every hit whole. Then bound the archive; inspect applicableAGENTS.md/CLAUDE.md, accepted ADRs, and relevant.devrites/archive/*/{decisions,drift,review,seal}.md. Over the same window, collect reverts (git log --grep='^Revert'), repeat fixes to the same paths, and (whenghis authenticated) merged-PR review comments into one scratch excerpt; each is an external signal. Failing case: a declined proposal returns because its feature fell outside the bound. - Broad mode dispatches exact fresh/read-only
devrites-retrospectorwith the archive paths and history excerpt; reconcile its claims against cited files. A missing, failed, timed-out, or malformed result reportsCandidate: NOT-RUN (unavailable: <reason>)as a gap, neverCandidate: none; an unavailable role stops for HITL peragents.md(triggeragents). - Keep corrections repeated in two features (a
## Carry-forward constraintsrule recurring in two archiveddecisions.mdqualifies), a judgement call made twice, or a defect class seen twice; drop one-off preferences, task-specific detail, generic advice. Broad mode also proposes retirements: a rule found via arite-learn: acceptedmarker whose cited failing case or owner no longer exists in live source, whose review-by date passed unverified, or that is a model-default no-op. Zero is valid but names the searched scope; a rule still guarding a live failing case is never retired. - Verify claims against live authoritative sources; state currentness signal, applies/does-not-apply scope,
unknownwhere unverifiable. Research promotion requires: each external claim carries a dated citation pertooling.md§ Research provenance. Failing case: "best practice is X" with no source → reject promotion. - Apply durable promotion's recoverability test; search same/contrary rules, choose one existing owner (nearest instruction/standard, ADR, or feature
decisions.md), and name discovery. - Show the exact edit + duplicate/conflict/supersession disposition; update/narrow/replace/retire contradictions; apply only after user approval of exact edits.
Rules
- Live repository evidence outranks memory; unverifiable is unknown, not false.
- A lesson's premise is graded established / working / open with its source (retrospector output): only established premises — or working premises whose confirming check is named — may be proposed; open premises return as recorded assumptions, not lessons.
- Never create a learning ledger/index/queue, score, timeline, or parallel authority; rejected directions return only when evidence changes their rationale.
- A declined lesson persists as a declined decision entry (reason recorded) in the nearest owning decisions file in the same round — a refusal recorded only in conversation or on an unmerged branch is lost and will be re-litigated. Failing case: the same rejected proposal returns next round because no tracked entry exists.
- Every disposition entry carries the fixed marker
rite-learn: acceptedorrite-learn: declined, its evidence refs, and (accepted) owner path plus a review-by date. A later round reuses a matching declined record instead of re-proposing. - A lesson needs an external signal (user correction, failing test/gate, review finding) with its source; self-critique or model reflection alone never changes guidance.
- Promotion path is fixed: lesson → artifact type (retrospector class) → one canonical owner → human approval of the exact edit. A skipped stage is no promotion.
- Recurrence ⇒ mechanism. When
Authority: existing <path>already holds the violated rule, the candidate is the highest-level mechanism that works (removed possibility, type, check, gate, template slot, or default) at that owner (skill-authoring.md§ Match form to failure), never a reworded, bolder, or relocated copy; otherwise recordno mechanical form possible: <reason>and narrow the proposal. An unwired or broken existing check is itself the candidate. Failing case: a round accepts a bolder copy of anAGENTS.mdrule that two archived features already violated. - A lesson proposing a new recurring check names its controls: the real past instance it would have caught (positive) and a near-miss class it must not fire on (negative). Before approval, run the check: it fails on the positive, passes on the negative and the current tree; record command and output. Failing case: a trigger patterned on an imagined command that never matched real history.
- Contradiction outranks staleness: actively misleading guidance outranks merely old guidance.
- A proposal names the retrospective failing case: the concrete past feature/artifact the rule would have caught. None → generic advice — drop.
- ≤3 accepted lessons per round; proposals extend/narrow but never lower an existing bar (revisions show old text beside new); duplicates consolidate into one canonical edit — simplification (deletions/merges) counts toward the cap. Net growth cap: a round adds at most 3 net rules across all owners (additions minus retirements). A round whose approved edits add net bytes to an owner states the retirement search it ran.
- An accepted lesson ships with a follow-through owner and deadline: the exact edit
lands in the named canonical file in the same round; a lesson unapplied at round end
returns to candidates with its blocker recorded. Failing case: an accepted lesson
with no applied edit and no recorded blocker — promotion failed; re-raise it.
Still unapplied at a second round end, it becomes an apply-or-decline decision; a
decline takes the
rite-learn: declinedrecord, so no lesson is carried a third time.
Output
Done: reviewed <scope>.
Changed: none (proposal only)
Candidate: <specific proposal | none | NOT-RUN (unavailable: <reason>)>
Retirements: <candidates | none — searched <scope>>
Currentness: <live source + signal | unknown>
Scope: applies <trigger>; does not apply <boundary>
Authority: existing <path|none>; canonical <path>; consumers/discovery <route>
Disposition: <no conflict | update/narrow/replace/retire path + reason>
Evidence: <feature/file references>
Awaiting: <approval for exact edits | none>
Next: <single action>
Record: <nearest owning decisions file | chat-only only when the round made no accepted/declined disposition>