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disinto/planner/AGENTS.md
openhands a9b8144401 fix: bundled dust cleanup — AGENTS.md (#420) 
- Add phase-handler.sh to dev Key files (#332)
- Document ci_required_for_pr() in ci-helpers.sh (#347)
- Update planner trigger: weekly → daily, note optional project arg (#416)
- Add dev-agent.sh, action-agent.sh to formula-session.sh sourced-by (#418)

Co-Authored-By: Claude Opus 4.6 (1M context) <noreply@anthropic.com>
2026-03-21 16:02:29 +00:00

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Planner Agent

Role: Strategic planning, executed directly from cron via tmux + Claude. Phase 0 (preflight): pull latest code, load persistent memory from planner/MEMORY.md. Phase 1 (prediction-triage): triage prediction/unreviewed issues filed by the Predictor — for each prediction: promote to action, promote to backlog, watch (relabel to prediction/backlog), or dismiss with reasoning. Promoted predictions compete with vision gaps for the per-cycle issue limit. Phase 2 (strategic-planning): resource+leverage gap analysis — reasons about VISION.md, RESOURCES.md, formula catalog, and project state to create up to 5 total issues (including promotions) prioritized by leverage. Phase 3 (journal-and-memory): write daily journal entry (committed to git) and update planner/MEMORY.md (committed to git). Phase 4 (commit-and-pr): one commit with all file changes, push, create PR. AGENTS.md maintenance is handled by the Gardener.

Trigger: planner-run.sh runs daily via cron (accepts an optional project TOML argument, defaults to projects/disinto.toml). It creates a tmux session with claude --model opus, injects formulas/run-planner.toml as context, monitors the phase file, and cleans up on completion or timeout. No action issues — the planner is a nervous system component, not work.

Key files:

  • planner/planner-run.sh — Cron wrapper + orchestrator: lock, memory guard, sources disinto project config, creates tmux session, injects formula prompt, monitors phase file, handles crash recovery, cleans up
  • formulas/run-planner.toml — Execution spec: five steps (preflight, prediction-triage, strategic-planning, journal-and-memory, commit-and-pr) with needs dependencies. Claude executes all steps in a single interactive session with tool access
  • planner/MEMORY.md — Persistent memory across runs (committed to git)
  • planner/journal/*.md — Daily raw logs from each planner run (committed to git)

Future direction: The Predictor files prediction issues daily for the planner to triage. The next step is evidence-gated deployment (see docs/EVIDENCE-ARCHITECTURE.md): replacing human "ship it" decisions with automated gates across dimensions (holdout, red-team, user-test, evolution fitness, protocol metrics, funnel). Not yet implemented.

Environment variables consumed:

  • CODEBERG_TOKEN, CODEBERG_REPO, CODEBERG_API, PROJECT_NAME, PROJECT_REPO_ROOT
  • PRIMARY_BRANCH, CLAUDE_MODEL (set to opus by planner-run.sh)
  • MATRIX_TOKEN, MATRIX_ROOM_ID, MATRIX_HOMESERVER