# Jury My Repo > Multi-agent adversarial audit: detects which AI coding agent CLIs are installed (Claude Code, Codex, Gemini CLI, OpenCode, Kimi, Cursor, Qwen, Aider, Goose, Crush, Droid, Copilot), runs the willing ones in parallel headless mode against the same audit brief in isolated read-only worktrees, collects each agent's bug/security/architecture findings separately, then cross-examines every claim against the actual code — CONFIRMED, REFUTED, or DUPLICATE — producing a per-agent scoreboard (precision, unique catches, hallucination rate) and one distilled, verified defect report. Use when the user wants a multi-agent audit or review, a second opinion from other AI agents, to compare coding agents on their codebase, or mentions jury-my-repo or /jury-my-repo. - Skill: `silkyland/jury-my-repo` (Agent Skill, multi-file: 4 files) - Install (CLI): `npx skillmds@latest add silkyland/jury-my-repo` - Raw SKILL.md: https://api.skillmd.com/api/skills/silkyland/jury-my-repo/raw - Safety review: pending - Works with: Claude Code, Claude.ai, OpenAI Codex - Category: AI & ML - License: MIT - Author: silkyland (https://skillmd.com/u/silkyland) - Updated: 2026-09-17 - Page: https://skillmd.com/skills/silkyland/jury-my-repo --- # Jury My Repo One auditor has blind spots; a jury has fewer. This skill drafts every AI coding agent installed on the machine into an audit panel: same brief, same codebase, independent verdicts — then cross-examines their claims against the code and scores who was right, who was wrong, and who hallucinated. What survives is a defect list no single agent would have produced. **Requirements:** shell access and git (worktrees) in the target repo, plus at least one other agent CLI installed. Agents without terminal access (IDE-embedded assistants) cannot run this skill — say so instead of improvising a partial version. ## The Prime Directive (family rule) > **An agent's claim is testimony, not truth.** Every finding from every > agent — including the one running this skill — is verified against the > actual code (`file:line` opened and read) before it enters the final > report. The scoreboard counts verified reality, not confidence. ## Hard rules 1. **Consent gate ⛔ — never launch without it.** Each juror burns the user's tokens/subscription on ITS OWN account. Present the detected agents and get explicit approval of the roster before any run. If no user can answer (headless/CI run), external jurors are NEVER launched — degrade as described in Step 2. 2. **Read-only discipline.** Auditors must not modify the repo. Each juror runs in its own disposable git worktree; per-CLI sandbox flags are used where they exist; `git status` is checked after every run and any mutation is discarded and noted in the report. 3. **Same brief for everyone.** Comparability requires identical input — one brief, one output contract (see [references/audit-brief.md](references/audit-brief.md)). 4. **Judge bias disclosed.** The orchestrating agent is usually also a juror. Mitigation: verification is mechanical (open file, check claim), REFUTED requires stated evidence, and the orchestrator's own findings get no special treatment. State this in the report. ## Progress checklist Copy this into your response and check items off: ``` Jury Progress: - [ ] Step 0: Preflight — git repo confirmed, .jury/ ignored, scope sized - [ ] Step 1: Detect jurors — probe PATH, verify headless mode per CLI - [ ] Step 2: Consent gate — roster + cost/time approved by user (headless ⇒ solo DEGRADED) ⛔ - [ ] Step 3: Brief — audit brief written to .jury/brief.md - [ ] Step 4: Parallel run — each juror in its own worktree, timeboxed - [ ] Step 5: Collect — per-agent raw reports preserved verbatim - [ ] Step 6: Cross-examine — every claim verified against code - [ ] Step 7: Scoreboard + distilled report written, acceptance checklist passed ``` ## Step 0 — Preflight Before probing for jurors, verify the venue: - `git rev-parse --show-toplevel` — must be a git repo (worktrees need it) with at least one commit; jurors audit `HEAD`, so warn the user if the interesting code isn't committed yet. - Add `.jury/` to `.git/info/exclude` (not `.gitignore` — don't touch the user's tracked files). - Size the scope: `git ls-files | wc -l` and the language mix. Over ~2k files, plan a path scope for the brief now (Step 3) instead of letting every juror wander. ## Step 1 — Detect the jurors Probe for known CLIs using the catalog in [references/agent-cli-catalog.md](references/agent-cli-catalog.md) (`command -v` per CLI, then `--version`). For each one found, **verify its headless invocation from its own `--help` this run** — flags drift and the catalog is a starting point, not gospel. Record: available / no headless mode / not authenticated (a login-wall discovered now beats a hung run later — test with a trivial prompt if uncertain). If ZERO other CLIs qualify (none installed, none authenticated, none with a headless mode), stop here and say so: report what was probed and the per-CLI result, then offer the honest fallback — a solo adversarial audit by this agent alone, clearly labeled as one auditor's view. Never present a one-agent run as a multi-agent verdict. ## Step 2 — Consent gate ⛔ Present the roster table: agent, version, headless command, sandbox level, rough cost note (uses the user's own plan/API key for that vendor), and estimated wall time (jurors run in parallel, so roughly one timebox). Ask ONE question: which jurors to empanel (recommended: all detected, minus any the user is rate-limited on). Do not proceed without an explicit answer. **Headless degraded mode:** if no user can answer (CI/scheduled run), consent cannot be granted — run Steps 3–7 with juror #0 only and stamp the verdict `DEGRADED: solo audit, no consent available`. Spending the user's money on other vendors' accounts is never inferrable consent. ## Step 3 — Write the brief Generate `.jury/brief.md` from the template in [references/audit-brief.md](references/audit-brief.md), scoped to the user's focus (bugs / security / architecture / tests / all). The brief pins the output contract: findings with `file:line`, severity, category, and a one-line reproduction/reasoning — so reports are mergeable. ## Step 4 — Parallel run For each approved juror: 1. Create a disposable worktree: `git worktree add .jury/wt- HEAD`. 2. Launch headless with the catalog invocation, the brief as prompt, output captured to `.jury/reports/.md`, run in the background. 3. Timebox (default 15 min) — kill and mark TIMEOUT rather than wait forever; a juror that hangs is a result, not a blocker. 4. On completion: `git -C .jury/wt- status --porcelain` — any mutation gets reverted and logged. 5. A juror that dies mid-run (auth expiry, quota, crash) is marked FAILED with the reason; the panel proceeds with the survivors. Remove its worktree even on failure (`git worktree remove --force`, then `git worktree prune`) — a crashed juror must not leave an orphan. Canonical launch shape (adapt flags per the catalog + live `--help`): ```bash ( cd .jury/wt- && timeout 900 \ "$(cat ../../.jury/brief.md)" \ > ../reports/.md 2> ../reports/.stderr.log; echo "exit=$?" >> ../reports/.md ) & ``` Run all jurors concurrently. While waiting, the orchestrator performs its OWN audit against the same brief — it is juror #0, same rules. Write juror #0's report to `.jury/reports/self.md` BEFORE reading any rival report — reading others first contaminates the independent verdict. ## Step 5 — Collect Preserve each report verbatim (each agent's own untouched record). Parse into a unified findings table: agent, claim, file:line, severity, category. Findings that ignore the output contract are parsed best-effort and the deviation noted — sloppy format is itself scoreboard data. Build the **coverage matrix** while parsing: per agent × numbered scope item (S1…Sn from the brief) — addressed (findings or an explicit "nothing found") or SILENT. A juror that never looked at a scope item did not pass it; silence is scoreboard data too. ## Step 6 — Cross-examine Per [references/verdict-protocol.md](references/verdict-protocol.md): 1. **Dedup** across agents (same defect, different words → one finding, all claimants credited). 2. **Verify each unique finding against the code** — open the cited file, check the claim: **CONFIRMED** (real, evidence quoted) / **REFUTED** (wrong, with the evidence why — the hallucination pile) / **UNVERIFIABLE** (needs runtime/creds — labeled, never promoted). 3. Verification is by reading code and, where cheap and safe, running the repo's own tests — never by majority vote. Three agents repeating the same hallucination is still a hallucination. ## Step 7 — Scoreboard and distilled report Write `.jury/VERDICT.md`: - **Scoreboard:** per agent — findings, confirmed, refuted, unverifiable, duplicates, unique confirmed catches, precision %. Every cell is recomputed from the findings table (findings = confirmed + refuted + unverifiable) — never estimated. Name the sharpest juror and the noisiest, with numbers. - **Distilled defect report:** CONFIRMED findings only, worst-first (security > data loss > correctness > architecture), each with evidence and every agent that caught it. - **Disagreements worth human eyes:** UNVERIFIABLE items where jurors split — with what would settle each. - **Panel integrity:** jurors empaneled vs completed, per-juror failure reasons (timeout / auth / quota). Fewer than two completed reports (juror #0 included) stamps the whole verdict `DEGRADED`. - **Handoff:** recommend deep-plan for the fix roadmap (Phase 0 = the confirmed security/correctness findings) — this skill audits; it does not fix. Report cost honestly: which jurors ran, how long, which timed out or errored. Clean up worktrees (`git worktree remove`); keep `.jury/reports/` as the audit trail. Before presenting, self-grade `.jury/VERDICT.md` against the **acceptance checklist** at the end of [references/verdict-protocol.md](references/verdict-protocol.md). If any item fails, return to the step it names — do not present a failing verdict.