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ruflo-metaharness
MetaHarness integration plugin for ruflo. Surfaces the upstream metaharness / harness / @metaharness/darwin CLIs through eleven ruflo skills, honoring ADR-150's architectural constraint that MetaHarness must remain a removable augmentation — never a required runtime dependency.
ADR-150 architectural constraint (load-bearing)
Ruflo remains operational if every MetaHarness package is removed. Every code path in this plugin satisfies four rules:
- Removable — no static
import '@metaharness/*'outside the optional-router path inv3/@claude-flow/cli/src/ruvector/neural-router.ts. - Optional in package.json —
metaharnessis inoptionalDependencies, neverdependencies. - Graceful degradation — every script catches
MODULE_NOT_FOUND/network failure and emits{ degraded: true, reason: 'metaharness-not-available' }JSON, exits 0. The graceful path is the default behavior, not a special case. - CI gate —
no-metaharness-smoke.ymlruns the plugin smoke withnpm install --no-optionaland asserts the contract still passes.
Skills
| Skill | Usage | Description |
|---|---|---|
harness-score |
/harness-score [--path .] [--alert-on-fit-below 70] |
5-dim readiness scorecard (harnessFit/compile/coverage/safety/memory + cost) |
harness-genome |
/harness-genome [--path .] [--alert-on-risk-above 0.5] |
7-section categorical report (repo_type/topology/risk/mcp/test/publish) |
harness-mcp-scan |
/harness-mcp-scan [--path .] [--fail-on high] |
Static MCP security findings — pure-read, no dispatch |
harness-threat-model |
/harness-threat-model [--path .] [--fail-on high] |
Enterprise-grade threat model (clean/low/medium/high + findings) |
harness-mint |
/harness-mint --name <id> --template <id> [--confirm] |
Scaffold a custom harness; DRY-RUN by default; refuses project-root writes |
harness-similarity |
/harness-similarity --a a.json --b b.json [--per-dimension] [--alert-below 0.5] |
ADR-152 §3.1 weighted similarity between two harness fingerprints (cosine + categorical + jaccard) |
harness-oia-audit |
/harness-oia-audit [--path .] [--alert-on-worst high] [--dry-run] |
Composite Phase-2 audit (oia-manifest + threat-model + mcp-scan) into metaharness-audit namespace |
harness-drift-from-history |
/harness-drift-from-history [--baseline-since 7d] [--threshold 0.95] |
1-command drift detection — composes audit-list + oia-audit + audit-trend |
harness-bench |
/harness-bench --op create|verify --repo <path> |
Manage @metaharness/darwin bench suites — fixed evaluation corpora for harness-evolve |
harness-evolve |
/harness-evolve --repo <path> [--generations 3] [--sandbox real|mock|agent] |
Run @metaharness/darwin evolve — mutate seven policy surfaces, sandbox-score variants, promote measured wins |
harness-security-bench |
/harness-security-bench [--population 2] [--cycles 1] [--alert-on-fail] |
"Darwin Shield" / ADR-155 — evolve a security-detection harness against a 10-vuln corpus |
harness-learn |
/harness-learn --host <h> --model <m> --slice <manifest> [--repo <checkout>] [--run] |
metaharness@0.3.0 / upstream ADR-235 — GEPA learning run; $0 dry-run default, --run to spend; needs a metaharness repo checkout |
harness-gepa |
/harness-gepa --op genome|validate|render|analyze [--path <genome.json>] |
darwin@0.8.0 GEPA library surface — genome load/validate/render + transcript failure analysis; gepaOptimize stays library-only |
Phase-0 baseline (ruflo itself, 2026-06-16)
{
"harnessFit": 82,
"compileConfidence": 100,
"taskCoverage": 79,
"toolSafety": 100,
"memoryUsefulness": 40,
"estCostPerRunUsd": 0.048,
"recommendedMode": "CLI + MCP",
"archetype": "typescript-sdk-harness",
"template": "vertical:coding",
"scaffoldReady": true,
"risk_score": 0.27,
"publish_readiness": 0.9
}
Architecture
All skills use subprocess invocation through the _harness.mjs shared helper:
skills/X/SKILL.md → scripts/X.mjs → scripts/_harness.mjs → spawnSync('npx', ['metaharness', …])
↘ on MODULE_NOT_FOUND → emit degraded JSON, exit 0
This means:
- No library import overhead on ruflo's boot path
- 60s hard timeout per subprocess (bounded blast radius)
--jsonflag forced for structured parsing- Graceful degradation is a single helper used by every skill
Cross-links
- ADR-150 — decision + architectural constraint
- Issue #2399 — phase rollout tracker
- Research dossier — full graded-evidence sourcing
- Upstream —
metaharnesssource - ADR-148/149 —
@metaharness/routercost-optimal routing (sibling integration)