Panel
Run the methodology meta-review — a single methodology-reviewer agent that traces the whole current methodology (APPROACH.md, the ADRs, the agent contracts, the skills, the playbooks, the case-law, the live artefacts), diffs against the prior review, runs fresh blind spot-checks against real source, and emits real gaps + improvement proposals at lineage/{repo}/meta-reviews/{date}/review.md. `/panel` runs it; `/panel --show` prints the latest; `/panel validate` runs the acceptance-corpus check.From its SKILL.md
npx -y skills add opendatadiscovery/odd-team --skill panelAssembled from the repository path, not quoted from the project. Check it against their README if it does not work.
One thing to look at
- 0 stars0 stars. Stars are a popularity signal and not a quality one, but at this level it is likely that nobody has read this closely except its author, and you would be relying on your own review.
SKILL.md
7.7 KB, ~1.8k tokens by cl100k_base, as published. Nobody here has run it
/panel — methodology meta-review
One invocation = one full meta-review of the agentic-ontology methodology. A single methodology-reviewer agent traces the whole current methodology end-to-end — APPROACH.md, the ADRs, the agent contracts, the skills, the playbooks, the case-law, and the live artefacts — diffs against the prior review, runs fresh blind spot-checks against the real target source, and emits real gaps + real improvement proposals. Per APPROACH.md §16.
History. Through rev-8 this was the Adversarial Review Panel — six expert subagents + a chair, 7-13 agent invocations a run. Rev-9 (retrospectives/LSN-024) replaced the committee with one tracing review: the six were correlated Claude agents scoring conformance against a fixed target, with no memory; they re-listed stale findings every run and missed a whole methodology revision (rev-7's graph query layer). The /panel invocation is kept for continuity; it now runs one agent at roughly one-seventh the cost.
Runs periodically — per milestone, never per-commit (cost discipline). Findings are candidates the maintainer triages; the review never auto-acts.
Argument forms
| Form | Behaviour |
|---|---|
/panel | Run the methodology-reviewer — one pass. |
/panel --repo <repo> | Target a repo other than odd-platform. |
/panel --show [<date>] | Print the latest review.md (or the one for <date>). No agent spawned. |
/panel validate | Run the maintainer-authored acceptance-corpus check (see meta-reviews/validation/README.md). |
Path resolution (run BEFORE pre-flight)
Substitute these at runtime; never hardcode an absolute path into a committed file (memory: feedback_no_hardcoded_absolute_paths).
WORKSPACE_ROOT=$(git rev-parse --show-toplevel)
REPO=odd-platform # or the --repo argument
REPO_ROOT=$(realpath "$WORKSPACE_ROOT/../$REPO")
SPEC_REPO=$(realpath "$WORKSPACE_ROOT/../opendatadiscovery-specification")
LINEAGE_DIR="$WORKSPACE_ROOT/lineage/$REPO"
DATE=$(date +%F)
RUN_DIR="$LINEAGE_DIR/meta-reviews/$DATE"
Pre-flight (in order — abort if any fails)
--showshort-circuit. If the argument is--show, read$RUN_DIR/review.md(or the most recently modifiedmeta-reviews/*/review.md; fall back to a legacypanel-report.md; or the<date>given), print it, and exit. No agent.validateshort-circuit. If the argument isvalidate, jump to "/panel validate" below.- Substrate present.
lineage/$REPO/manifest.yamlmust exist. ReadCOMMIT_ANCHOR= the substrate commit it records. If absent → abort: "no substrate for $REPO — run the extractor first." - Run dir.
mkdir -p "$RUN_DIR". If$RUN_DIR/review.mdalready exists, this is a re-run for today — rename the prior$DATEdir to$DATE-aNbefore proceeding (never silently overwrite a prior review). - Prior review.
PRIOR_REVIEW_PATH= the newest priormeta-reviews/*/review.md; if none exists, the newest legacymeta-reviews/*/panel-report.md; elsenone.
The run — one agent
Fire ONE Agent call, subagent_type: methodology-reviewer, model: opus, run_in_background: false, prompt = the Input block:
REVIEW_RUN: <DATE>
WORKSPACE_ROOT_ABS: <WORKSPACE_ROOT>
REPO_ROOT_ABS: <REPO_ROOT>
SPEC_REPO_ABS: <SPEC_REPO>
LINEAGE_DIR_ABS: <LINEAGE_DIR>
COMMIT_ANCHOR: <COMMIT_ANCHOR>
TARGET_PATH: lineage/<REPO>/meta-reviews/target.md
PRIOR_REVIEW_PATH: <…or none>
REVIEW_REPORT_PATH: lineage/<REPO>/meta-reviews/<DATE>/review.md
TREND_PATH: lineage/<REPO>/meta-reviews/trend.md
LEDGER_PATH: lineage/<REPO>/meta-reviews/spot-check-ledger.md
The turn BLOCKS until it completes (foreground). Expect 10-30 min.
Agent-registration fallback. methodology-reviewer is registered from .claude/agents/ at session start. If /panel is run in the same session that authored or edited that file, the type is not yet registered and the Agent call errors "agent type not found". Then spawn subagent_type: general-purpose (model: opus) with the first prompt line: "Read .claude/agents/methodology-reviewer.md in full and execute it as your system prompt." — the same pattern /next-batch uses. A fresh session needs no fallback.
Failure handling. If the agent fails (timeout / error), leave $RUN_DIR and surface the failure — there is no partial state to resume.
Post-run — commit + surface
- Verify
$RUN_DIR/review.mdexists and its frontmatter hasverdict. - Stage and commit to the current branch (no push — the maintainer pushes):
git add "lineage/$REPO/meta-reviews/$DATE/" \ "lineage/$REPO/meta-reviews/trend.md" \ "lineage/$REPO/meta-reviews/spot-check-ledger.md" git commit -m "panel: methodology review $DATE — <verdict>" - Surface to the maintainer: the verdict, the gap count, the improvement-proposal count (and how many are subtractions), the count of
needs_human_verificationitems, and — ifvalidation_status: pre-acceptance-gate— that findings are provisional until/panel validatepasses.
/panel validate — the acceptance / drift gate
The review's reports are provisional until a maintainer-authored acceptance corpus validates the reviewer.
- Check for the corpus:
meta-reviews/validation/gold-set.yaml(hand-labelled ontology slices: real-gap present/absent + severity) andmeta-reviews/validation/seeded-corpus/(mutated known-wrong artefacts). - If absent → print
meta-reviews/validation/README.md(how to build it — it MUST be maintainer-authored; an LLM-authored gold set is correlated with the reviewer and worthless) and exit. - If present → spawn
methodology-revieweragainst the gold set + seeded corpus; compute recall + seeded-defect detection rate (overall + the data-loss/security class); writemeta-reviews/validation/<date>-gate.md; updatebaseline.yaml.
Safety rails
- NEVER
git push --force,git reset --hard,rm -rf, or push automatically. - The review is READ-ONLY against
$REPO_ROOT,$SPEC_REPO, and the live docs. - It writes ONLY under
lineage/$REPO/meta-reviews/. It NEVER editsAPPROACH.md,CLAUDE.md, the ADRs, the agents, the backlog, the sidecars, or the source — findings are candidates the maintainer triages. - If a tool call hits a permission prompt → that is a
settings.local.jsongap; surface it, do not bypass. - Self-kill: if the last 3 reviews report zero actionable findings, surface "the review has found nothing actionable for 3 runs — consider pausing it."
Cross-references
APPROACH.md§16 — the meta-review subsystem; §2 Failure E; §5 Rule 16..claude/agents/methodology-reviewer.md— the reviewer's contract.lineage/{repo}/meta-reviews/—README.md,target.md,trend.md,spot-check-ledger.md,validation/, the dated run dirs.retrospectives/LSN-021— the case-law that created the subsystem;retrospectives/LSN-024— the case-law that simplified it to a single reviewer.adrs/drafts/adversarial-review-panel.md— the original rev-6 panel design; superseded by rev-9, pending the maintainer's ADR update.
What ships with it
Read from the repository
Just SKILL.md. No reference files, no scripts.