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Wrapper for scheduled playbooks - handles git sync before and after execution
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Basé sur la classification professionnelle SOC
Autonomous AI crystallization - synthesizes converged thinking topics into ai-inferred notes in a dedicated folder. Never touches the human-curated permanent knowledge base and never changes a topic's status, so manual crystallization stays available to the user.
Analyze knowledge base structure and update the knowledge-base-analysis.md report
Discover non-obvious cross-domain connections through random sampling and pattern analysis
Run a full coherence sweep across the Brain Dependency Graph - computes staleness, lifecycle transitions, structural health, and generates a report
Compute lifecycle scores for all insight and framework notes - detect which notes are crystallizing or becoming generative
Create long-form articles from knowledge base insights. Use when writing articles, blog posts, Substack content, or synthesizing knowledge into publishable content. Includes tone of voice, structure templates, and knowledge base integration.
| name | scheduled-run |
| description | Wrapper for scheduled playbooks - handles git sync before and after execution |
| argument-hint | <playbook-name> |
| automation | autonomous |
| allowed-tools | Bash, Skill |
| user-invocable | true |
Wrapper that runs any playbook with git sync. Use this for all scheduled executions to ensure:
Ensures scheduled playbooks on Trinity stay in sync with the GitHub repository.
| Source | Location | Read | Write | Description |
|---|---|---|---|---|
| Git repo | .git/ | ✓ | ✓ | Pull before, commit+push after |
| Playbook output | varies | ✓ | Whatever the playbook produces |
$ARGUMENTS = The playbook name to run (e.g., refresh-index, coherence-sweep)
git pull --rebase
If conflicts, abort and log error. Do NOT run the playbook on a dirty tree.
Scheduled playbooks run at the core read-scope by default. BRAIN_READ_SCOPE
is unset here, so every run_search.sh / run_connections.sh call inside the
playbook fails closed to core (the fingerprint) - which is the intended scope
for incubation-loop, refresh-index, coherence-sweep, gjopen-refresh, and
ai-crystallize. Perception/cross-domain playbooks that legitimately need non-core
content (e.g. domain-watch) set a wider BRAIN_READ_SCOPE=... inline on their
own search commands; do not widen it here. (Setting export BRAIN_READ_SCOPE=core
here would be a redundant fail-safe - the default is already core - and would not
propagate across the separate Bash invocations a playbook makes anyway.)
Invoke the specified playbook using the Skill tool:
Skill: $ARGUMENTS
Wait for completion.
git status --porcelain
If no changes, skip to completion.
git add -A && git commit -m "$(cat <<'EOF'
Scheduled: $ARGUMENTS $(date '+%Y-%m-%d %H:%M')
Automated execution via /scheduled-run
Co-Authored-By: Claude <noreply@anthropic.com>
EOF
)"
git push
| Error | Recovery |
|---|---|
| Pull fails (conflicts) | Abort, log error, do not run playbook |
| Playbook fails | Still attempt commit/push of partial changes |
| Push fails | Log error, changes remain local |
What should be scheduled (mechanical, no creative decisions):
| Schedule | Command | Cron (UTC) | Timeout | Purpose |
|---|---|---|---|---|
| Incubation Loop | /scheduled-run incubation-loop | 0 * * * * | 45m | Hourly thinking on active topics (self-seeds via starvation floor when empty) — the :00 anchor |
| Domain Watch | /scheduled-run domain-watch | 30 */2 * * * | 30m | Every 2h at :30 — perception layer; auto-activates topics (incl. starvation floor) |
| GJ Open Refresh | /scheduled-run gjopen-refresh | 30 1 * * * | 30m | 01:30 daily — external forecasting data [disabled] |
| Refresh Index | /scheduled-run refresh-index | 30 3 * * * | 40m | 03:30 daily — FAISS + BDG bootstrap |
| Coherence Sweep | /scheduled-run coherence-sweep | 30 5 * * 1 | 30m | Mon 05:30 — staleness/health briefing [disabled] |
| AI Crystallize | /scheduled-run ai-crystallize | 30 7 * * 1 | 30m | Mon 07:30 — AI synthesis of converged topics → AI Crystallizations/ (ai-inferred) |
| Git Sync | (raw git) | 45 */6 * * * | 10m | :45 every 6h — redundant with scheduled-run git hygiene [disabled] |
Spacing rule: incubation holds the hourly :00 slot; every other job runs at :30 of an odd hour (domain-watch only runs even hours), so no two jobs start in the same minute and their git commits never collide. Timeouts match each skill's work budget (the 15-min platform default is too short for FAISS rebuilds and multi-domain scans).
What should NOT be scheduled (requires human judgment):
| Skill | Why manual |
|---|---|
/auto-discovery | Generates new connections - that's intellectual work |
/deep-research | Creates new content from external sources |
/detect-tensions | Productive contradictions need human interpretation |
/compute-lifecycle | Promotions to framework status need human decision |
/integrate-recent-notes | Integration choices are creative decisions |
/analyze-kb | Useful on-demand, not worth weekly automation |
The principle: Automate measurement and maintenance. Never automate creation or judgment into the endorsed knowledge base. The refinement (2026-06): autonomous synthesis is permitted when its output is segregated and tagged ai-inferred - the starvation floor self-seeds topics, and ai-crystallize writes AI conclusions to Brain/05-Meta/AI Crystallizations/ (never 02-Permanent/). The gate that stays human is the endorsement act: only the user promotes an ai-inferred conclusion into permanent, endorsed knowledge via /manage-thinking-topics crystallize.
The coherence sweep is the one weekly artifact that earns automation - it's a Monday briefing that says "here's what changed, here's what might be stale, here's what's evolving." You glance at it, act on what matters, ignore the rest.