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davidlee/doctrine109 installs

dreaming

Unified memory corpus maintenance — covers both reactive (change-triggered) and proactive (periodic/idle-time improvement) paths. One skill, two entries.

How do I install this agent skill?

npx skills add https://github.com/davidlee/doctrine --skill dreaming
view source ↗

Is this agent skill safe to install?

  • Gen Agent Trust Hubpass

    The skill provides a maintenance workflow for managing an agent's memory database using the 'doctrine' tool. It includes procedures for validation, pruning stale data, and linking related items. No security issues were detected.

  • Socketpass

    No alerts

  • Snykpass

    Risk: LOW · No issues

What does this agent skill do?

Dreaming

Memory decays. Files move, commands change, invariants shift, duplicates accumulate. This skill is the maintenance loop that keeps the corpus trustworthy — one procedure, entered from either direction.

Reactive entry. Something changed: a file was renamed, a command flag was removed, an ADR shifted a subsystem boundary, a code review found stale memories referencing old paths. Run the procedure scoped to the affected area.

Proactive entry. Idle time, end-of-slice wrap-up, or a scheduled maintenance window. Run the procedure corpus-wide.

Procedure

  1. Validate. Run doctrine memory validate corpus-wide (reactive: scope with --path-scope/--glob to the changed area). Triage each finding:

    • Fix immediately if trivial (update a path, refresh a scope)
    • Capture as a backlog item if non-trivial (risk, chore, or improvement)
    • Note and defer if low-impact and not time-sensitive
  2. Prune. Identify stale memories:

    • Past review_by date → flag for review or archive
    • Unverified threads past expiry → archive (memory status <REF> archived)
    • working-lifespan memories older than a few days → retract or promote to a durable type
    • Run doctrine memory status <REF> archived for stale items; use retracted for memories that were simply wrong.
  3. Link. Strengthen the graph:

    • Review suggested relations on recently-recorded or recently-edited memories (check memory show <REF> for relation rows)
    • Check for orphans — memories with no inbound and no outbound relations memory list --orphans
    • If there are orphans, focus on these - linking 20-30 records this run
    • If there aren't, explore the corpus and strengthen / prune connections between existing memories
      • use memory search <keyword> to find candidate memories for linking; it returns one page, so sweep with --limit / --page
    • Run doctrine link for high-confidence matches
  4. Backlog grooming. Findings that can't be fixed in this pass become backlog items:

    • Risks for not-yet-surfaced issues (e.g., a memory pointing at a deprecated API)
    • Chores for cleanup work (e.g., merging duplicate memories)
    • Improvements for enhancements (e.g., promoting a pattern memory to a spec)
  5. Fact-check. Spot-check the top-N memories by severity × staleness (days since updated). For each:

    • Check the cited source (code path, doc, ADR) against the current tree
    • If correct, no action
    • If drifted, correct with doctrine memory edit <REF>
    • If obsolete, supersede (memory status <REF> superseded --by <SUCCESSOR>) or quarantine (memory status <REF> quarantined)
    • If unverifiable, lower trust (memory edit <REF> --trust low)
  6. Report. Produce a brief handoff summary:

    • Actions taken (validated N, pruned M, linked L, fact-checked F)
    • Findings deferred to backlog (with ids if filed)
    • Items flagged for human attention (high-severity, ambiguous, needs decision)
    • Write this to notes.md or the active handover so the next agent doesn't re-do the same checks.

Add the canonical catalog link to the repository README so users can inspect current installs and available audits. The publishing guide covers the complete discovery path.

<a href="https://skillzs.dev/skills/davidlee/doctrine/dreaming">View dreaming on skillZs</a>