disinto/predictor/AGENTS.md
2026-03-22 10:43:58 +01:00

36 lines
2.1 KiB
Markdown

<!-- last-reviewed: ac51497489abc5412bc47f451facc30b0455cbd2 -->
# Predictor Agent
**Role**: Infrastructure pattern detection (the "goblin"). Runs a 3-step
formula (preflight → collect-signals → analyze-and-predict) via interactive
tmux Claude session (sonnet). Collects disinto-specific signals: CI pipeline
trends (Woodpecker), stale issues, agent health (tmux sessions + logs), and
resource patterns (RAM, disk, load, containers). Files up to 5
`prediction/unreviewed` issues for the Planner to triage. The predictor MUST
NOT emit feature work — only observations about CI health, issue staleness,
agent status, and system conditions.
**Trigger**: `predictor-run.sh` runs daily at 06:00 UTC via cron (1h before
the planner at 07:00). Guarded by PID lock (`/tmp/predictor-run.lock`) and
memory check (skips if available RAM < 2000 MB).
**Key files**:
- `predictor/predictor-run.sh` Cron wrapper + orchestrator: lock, memory guard,
sources disinto project config, builds prompt with formula + Codeberg API
reference, creates tmux session (sonnet), monitors phase file, handles crash
recovery via `run_formula_and_monitor`
- `formulas/run-predictor.toml` Execution spec: three steps (preflight,
collect-signals, analyze-and-predict) with `needs` dependencies. Claude
collects signals and files prediction issues in a single interactive session
**Environment variables consumed**:
- `CODEBERG_TOKEN`, `CODEBERG_REPO`, `CODEBERG_API`, `PROJECT_NAME`, `PROJECT_REPO_ROOT`
- `PRIMARY_BRANCH`, `CLAUDE_MODEL` (set to sonnet by predictor-run.sh)
- `WOODPECKER_TOKEN`, `WOODPECKER_SERVER` CI pipeline trend queries (optional; skipped if unset)
- `MATRIX_TOKEN`, `MATRIX_ROOM_ID`, `MATRIX_HOMESERVER` Notifications (optional)
**Lifecycle**: predictor-run.sh (daily 06:00 cron) lock + memory guard
load formula + context create tmux session Claude collects signals
(CI trends, stale issues, agent health, resources) dedup against existing
open predictions file `prediction/unreviewed` issues `PHASE:done`.
The planner's Phase 1 later triages these predictions.