Knowledge Ops Agent Skill

Knowledge Operations

<skill_contract>

<input>Vault root, operation, scope, canonical-store rules, permissions, destination, and execution budget.</input>

<output>Verified classification, retrieval, deduplication, synchronization, audit, or governed promotion changes with receipts.</output>

<done>Canonical Markdown remains authoritative, provenance and immutability are preserved, and representative checks pass.</done>

<non_goals>Using vectors as canonical storage, silent provenance merges, automatic semantic rewrites, or one-signal rule promotion.</non_goals>

Operate the wiki as durable disk and governance layer. Markdown pages hold understanding and provenance; indexes, memory, vectors, and dashboards are replaceable access paths.

Usage Template

Provide: vault root, operation (organize, deduplicate, retrieve, sync, audit, promote), scope, destination, permissions, and budget. Load references/storage-governance.md only when designing layers or promotion queues.

Workflow

<intake>

Resolve configured paths and identify the canonical store, immutable sources, active execution truth, optional retrieval indexes, and governance queues. Record file counts, scope, and write authority before mutation.

</intake>

<unknowns_gate>

If canonical ownership, vault identity, or merge authority is ambiguous, return NEEDS_INPUT. Treat semantic similarity as a review signal, not proof that two notes or sources are equivalent.

</unknowns_gate>

<execute>

• Classify: assign each item to execution state, quick memory, durable wiki, optional retrieval index, or governance state.
• Search first: exact path/title, wikilinks, and lexical search before semantic retrieval.
• Deduplicate: compare source identity, hash when available, claims, and provenance; merge compiled notes only with traceable reasons.
• Store: write to the canonical Markdown layer, update indexes/maps, preserve immutable sources, and queue unresolved debt.
• Retrieve: return paths and match reasons; load only the top evidence-bearing pages within context budget.
• Sync: update optional indexes from canonical files and record indexed, skipped, removed, or failed items.
• Verify: read after write, check links/source refs, and run representative retrieval queries.
• Promote: require two durable supports or one strong source plus local verification, a bounded execution contract, preserved approvals/provenance, and a cheap objective check.

Automate deterministic counts and index refreshes only. Semantic rewrites, contradiction resolution, and rule promotion remain supervised.

</execute>

<evaluate>

Compare pre/post counts, inspect merge samples, replay retrieval queries, and verify no immutable source changed. A sync is partial if any canonical file is unindexed; retrieval quality is unproven without representative queries.

</evaluate>

<state_contract>

Persist {run_id, status, attempt, budget, evidence, unknowns, last_error, next_action} plus canonical paths, operation scope, file ledger, merge decisions, debt queues, index receipts, retrieval tests, and promotion candidates. Keep source and merge history append-only.

</state_contract>

Failure Protocol

• NEEDS_INPUT: ownership, merge semantics, or vault identity is unclear.
• BLOCKED_PERMISSION: a required store or index is inaccessible; continue read-only where useful.
• VERIFY_FAILED: write, link, sync, or retrieval check fails; preserve canonical state and queue repair.
• NO_PROGRESS: repeated organization changes no objective metric; stop and report the governing bottleneck.
• BUDGET_STOP: persist coverage and remaining queue; make no whole-vault claim.

Output Contract

Return status, result (organized/retrieved/synced items and decisions), evidence (counts, paths, receipts, queries), unknowns, and next_action with owner and check.

Edge Cases

• Two notes share a title but cite different sources and mechanisms: keep both until semantic review establishes a safe merge.
• Vector retrieval misses an exact concept: verify the Markdown path and index state; do not conclude the knowledge is absent.

Success Metrics

• Canonical Markdown remains retrievable with provenance intact.
• Duplicates, stale metadata, weak links, and contradictions enter explicit queues.
• Every promotion candidate includes support, owner, budget, stop rule, and cheap check.

Quality Gates

• [ ] Canonical store and immutable boundaries are explicit.
• [ ] Exact/lexical retrieval precedes optional semantic retrieval.
• [ ] Merge and sync decisions have receipts.
• [ ] No semantic rule is promoted without the promotion gate.

</skill_contract>