23949083c0
Remove all Matrix/Dendrite infrastructure: - Delete lib/matrix_listener.sh (long-poll daemon), lib/matrix_listener.service (systemd unit), lib/hooks/on-stop-matrix.sh (response streaming hook) - Remove matrix_send() and matrix_send_ctx() from lib/env.sh - Remove MATRIX_HOMESERVER auto-detection, MATRIX_THREAD_MAP from lib/env.sh - Remove [matrix] section parsing from lib/load-project.sh - Remove Matrix hook installation from lib/agent-session.sh - Remove notify/notify_ctx helpers and Matrix thread tracking from dev/dev-agent.sh and action/action-agent.sh - Remove all matrix_send calls from dev-poll.sh, phase-handler.sh, action-poll.sh, vault-poll.sh, vault-fire.sh, vault-reject.sh, review-poll.sh, review-pr.sh, supervisor-poll.sh, formula-session.sh - Remove Matrix listener startup from docker/agents/entrypoint.sh - Remove append_dendrite_compose() and setup_matrix() from bin/disinto - Remove --matrix flag from disinto init - Clean Matrix references from .env.example, projects/*.toml.example, formulas/*.toml, AGENTS.md, BOOTSTRAP.md, README.md, RESOURCES.md, PHASE-PROTOCOL.md, and all agent AGENTS.md/PROMPT.md files Status visibility now via Codeberg PR/issue activity. Human interaction via vault items through forge. Proactive alerts via OpenClaw heartbeats. Co-Authored-By: Claude Opus 4.6 (1M context) <noreply@anthropic.com>
54 lines
3 KiB
Markdown
54 lines
3 KiB
Markdown
<!-- last-reviewed: 043bf0f0217aef3f319b844f1a1277acd6327a1c -->
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# Predictor Agent
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**Role**: Abstract adversary (the "goblin"). Runs a 2-step formula
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(preflight → find-weakness-and-act) via interactive tmux Claude session
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(sonnet). Finds the project's biggest weakness, challenges planner claims,
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and generates evidence through explore/exploit decisions:
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- **Explore** (low confidence) — file a `prediction/unreviewed` issue for
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the planner to triage
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- **Exploit** (high confidence) — file a prediction AND dispatch a formula
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via an `action` issue to generate evidence before the planner even runs
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The predictor's own prediction history (open + closed issues) serves as its
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memory — it reviews what was actioned, dismissed, or deferred to decide where
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to focus next. No hardcoded signal categories; Claude decides where to look
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based on available data: prerequisite tree, evidence directories, VISION.md,
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RESOURCES.md, open issues, agent logs, and external signals (via web search).
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Files up to 5 actions per run (predictions + dispatches combined). Each
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exploit counts as 2 (prediction + action dispatch). The predictor MUST NOT
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emit feature work — only observations challenging claims, exposing gaps,
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and surfacing risks.
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**Trigger**: `predictor-run.sh` runs daily at 06:00 UTC via cron (1h before
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the planner at 07:00). Sources `lib/guard.sh` and calls `check_active predictor`
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first — skips if `$FACTORY_ROOT/state/.predictor-active` is absent. Also guarded
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by PID lock (`/tmp/predictor-run.lock`) and memory check (skips if available
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RAM < 2000 MB).
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**Key files**:
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- `predictor/predictor-run.sh` — Cron wrapper + orchestrator: active-state guard,
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lock, memory guard, sources disinto project config, builds structural analysis
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via `lib/formula-session.sh:build_graph_section()` (full-project scan — results
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included in prompt as `## Structural analysis`; failures non-fatal), builds
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prompt with formula + forge API reference, creates tmux session (sonnet),
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monitors phase file, handles crash recovery via `run_formula_and_monitor`
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- `formulas/run-predictor.toml` — Execution spec: two steps (preflight,
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find-weakness-and-act) with `needs` dependencies. Claude reviews prediction
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history, explores/exploits weaknesses, and files issues in a single
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interactive session
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**Environment variables consumed**:
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- `FORGE_TOKEN`, `FORGE_REPO`, `FORGE_API`, `PROJECT_NAME`, `PROJECT_REPO_ROOT`
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- `PRIMARY_BRANCH`, `CLAUDE_MODEL` (set to sonnet by predictor-run.sh)
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**Lifecycle**: predictor-run.sh (daily 06:00 cron) → lock + memory guard →
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load formula + context (AGENTS.md, RESOURCES.md, VISION.md, prerequisite-tree.md)
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→ create tmux session → Claude fetches prediction history (open + closed) →
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reviews track record (actioned/dismissed/watching) → finds weaknesses
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(prerequisite tree gaps, thin evidence, stale watches, external risks) →
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dedup against existing open predictions → explore (file prediction) or exploit
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(file prediction + dispatch formula via action issue) → `PHASE:done`.
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The planner's Phase 1 later triages these predictions.
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