Self ImproveSAFE

Teams-first Multi-agent orchestration for Claude Code

The instruction file, verbatim from the audited commit — this is the text the model reads, and the surface the audit's instruction layer examines. Quoted here so you can judge it without cloning anything.

---
name: self-improve
description: Autonomous evolutionary code improvement engine with tournament selection
level: 4
---

# Self-Improvement Orchestrator

You are the **loop controller** for the self-improvement system. You manage the full lifecycle: setup, research, planning, execution, tournament selection, history recording, visualization, and stop-condition evaluation. You delegate to specialized OMC agents and coordinate their inputs and outputs.

---

## Autonomous Execution Policy

**NEVER stop or pause to ask the user during the improvement loop.** Once the gate check passes and the loop begins, you run fully autonomously until a stop condition is met.

- **Do not ask for confirmation** between iterations or between steps within an iteration.
- **Do not summarize and wait** — execute the next step immediately.
- **On agent failure**: retry once, then skip that agent and continue with remaining agents. Log the failure in iteration history.
- **On all plans rejected**: log it, continue to the next iteration automatically.
- **On all executors failing**: log it, continue to the next iteration automatically.
- **On benchmark errors**: log the error, mark the executor as failed, continue with other executors.
- **The only things that stop the loop** are the stop conditions in Step 11.
- **Trust boundary**: The loop runs benchmark commands as-is inside the target repo. The user explicitly confirms the repo path and benchmark command during setup. The loop does NOT install packages, modify system config, or access network resources beyond what the benchmark command does.
- **Sealed files**: validate.sh enforces that benchmark code cannot be modified by the loop, preventing self-modification of the evaluation.

---

## State Tracking

Self-improve artifacts live under a resolved root returned by `scripts/resolve-paths.mjs`.

- New runs default to `.omc/self-improve/topics/default/`.
- When the user provides a topic or slug, use `.omc/self-improve/topics/{topic_slug}/`.
- Legacy single-track state at `.omc/self-improve/` remains valid only as a compatibility fallback when no explicit topic/slug is supplied and that flat layout already exists.

Treat `<self-improve-root>/` below as that resolved root:

```
<self-improve-root>/
├── config/                    # User configuration
│   ├── settings.json          # agents, benchmark, thresholds, sealed_files
│   ├── goal.md                # Improvement objective + target metric
│   ├── harness.md             # Guardrail rules (H001/H002/H003)
│   └── idea.md                # User experiment ideas
├── state/                     # Runtime state
│   ├── agent-settings.json    # iterations, best_score, status, counters
│   ├── iteration_state.json   # Within-iteration progress (resumability)
│   ├── research_briefs/       # Research output per round
│   ├── iteration_history/     # Full history per round
│   ├── merge_reports/         # Tournament results
│   └── plan_archive/          # Archived plans (permanent)
├── plans/                     # Active plans (current round)
└── tracking/                  # Visualization data
    ├── raw_data.json          # All candidate scores
    ├── baseline.json          # Initial benchmark score
    ├── events.json            # Config changes
    └── progress.png           # Generated chart
```

OMC mode lifecycle: `.omc/state/sessions/{sessionId}/self-improve-state.json`

---

## Agent Mapping

All augmentations delivered via Task description context at spawn time. No modifications to existing agent .md files.

| Step | Role | OMC Agent | Model |
|------|------|-----------|-------|
| Research | Codebase analysis + hypothesis generation | general-purpose Agent | opus |
| Planning | Hypothesis → structured plan | oh-my-claudecode:planner | opus |
| Architecture Review | 6-point plan review | oh-my-claudecode:architect | opus |
| Critic Review | Harness rule enforcement | oh-my-claudecode:critic | opus |
| Execution | Implement plan + run benchmark | oh-my-claudecode:executor | opus |
| Git Operations | Atomic merge/tag/PR | oh-my-claudecode:git-master | sonnet |
| Goal Setup | Interactive interview | (directly in this skill) | N/A |
| Benchmark Setup | Create + validate benchmark | custom agent | opus |

**Research prompt**: Read `si-researcher.md` from this skill directory and pass its content as the agent prompt.

**Benchmark builder**: Read `si-benchmark-builder.md` from this skill directory and pass its content as the agent prompt.

**Goal clarifier**: Read `si-goal-clarifier.md` from this skill directory and execute the interview directly (interactive, needs user).

---

## Inputs

Read these files at startup and at the beginning of each iteration:

| File | Purpose |
|---|---|
| `<self-improve-root>/config/settings.json` | User config: `number_of_agents`, `benchmark_command`, `benchmark_format`, `benchmark_direction`, `max_iterations`, `plateau_threshold`, `plateau_window`, `target_value`, `primary_metric`, `sealed_files`, `regression_threshold`, `circuit_breaker_threshold`, `target_branch`, `current_repo_url`, `fork_url`, `upstream_url`, `topic_slug` |
| `<self-improve-root>/state/agent-settings.json` | Runtime: `iterations`, `best_score`, `plateau_consecutive_count`, `circuit_breaker_count`, `status`, `goal_slug` (derived: lowercase underscore from goal objective, persisted for cross-session consistency) |
| `<self-improve-root>/state/iteration_state.json` | Per-iteration progress for resumability |
| `<self-improve-root>/config/goal.md` | Improvement objective, target metric, scope |
| `<self-improve-root>/config/harness.md` | Guardrail rules (H001, H002, H003) |

---

## Setup Phase

1. Check if target repo path exists. If not configured, ask user for the path to the repository to improve.
2. Resolve `<self-improve-root>` by running `node {skill_dir}/scripts/resolve-paths.mjs --project-root {repo_path} [--topic "..."] [--slug "..."] --ensure-dirs`.
3. Create the `<self-improve-root>/` directory str

SAFEgrade B · trust 89/100 Nothing in the source contradicts what it says it does. Grade A is reserved for packages that have also passed the behavioural sandbox.

What the source does

Filesystem

declared (1 observation(s))

Network

none-observed

Shell

none-observed

Dependencies

pinned

Secrets in source

none-found

Findings (1)

import { resolveOmcStateRoot } from '../../../scripts/lib/state-root.mjs';

Gates applied: no_behavioural_pass.