oracle-review
Run an external frontier-model referee (Claude Code -> GPT-5.6 Sol Pro via the Oracle CLI) on a paper, proof, estimator, or replication package -- a…
它会碰到什么
这一栏是扫描器报的事实,不是结论。命中多不等于有毒(安全工具、规则库、示例脚本本来就会包含危险写法),命中少也不等于干净。它和你手上的凭据、文件、网络有什么关系,需要你自己看。
技能内容
Oracle review — an independent referee, then an honest triage
Never launch a bare Oracle run. This skill is the driver; the mechanics and the full
contract live in [external-oracle-process.md](../../references/external-oracle-process.md).
Read it before the first run in a project — it carries setup, flags, artifact layout, the
payload cliff, and the failure modes that have actually cost runs.
Compose with [/credible-claims](../credible-claims/SKILL.md) (the brief before, the claim
record after) and [/deep-audit](../deep-audit/SKILL.md) (exhaustive in-house coverage first,
so the oracle is confirmation, not discovery).
1. Brief before launch (5 lines)
- Question — what must this review answer? (correctness audit? venue-referee simulation?
confirm N named fixes cleared?)
- Scope — what is IN, and what is HELD (standing rulings; list them so triage can filter).
- Completion — what verdict or evidence ends this run.
- Required evidence — findings carry location + failing case, or they do not count.
- Escalation — which finding types come back to the user before any fix: estimand changes,
assumption concessions, reporting-language downgrades.
2. Assign coverage — never let the referee sample
Maintain a statement inventory and a cross-round coverage ledger. Each round assigns
what to audit and requires the referee to report what it actually verified, so union coverage
reaches 100% instead of drifting toward whatever is easiest to read.
3. Launch
Mechanics, flags, and gotchas: the reference, §2–§3. Smoke-test first; check --files-report
against the payload cliff; a run with no conversation URL never happened.
4. Triage — adjudicate, never ingest
Every finding is a CANDIDATE. Hand the batch to
[/adjudicate-review](../adjudicate-review/SKILL.md): judge each against the actual text,
compute the computable first, filter the HELD list, and assign
CONFIRMED / REFUTED / DOWNGRADED.
> Oracle agreeing with your own reading is not independent confirmation — different models
> correlate on the same wrong answer.
5. Fix, converge, record
Batch every confirmed fix in one pass, re-verify, then run at most one confirmation
round. Converged when a round returns no new CONFIRMED correctness defect — only held items and
exposition taste. Close with a claim record: what was fixed (location + evidence), what was
REFUTED and why, what is unresolved, and which decisions are the user's.
Cross-references
- [
external-oracle-process.md](../../references/external-oracle-process.md) — the mechanics, and the five credibility questions the findings must be sorted into - [
/adjudicate-review](../adjudicate-review/SKILL.md) — the triage half - [
/credible-claims](../credible-claims/SKILL.md) — brief before, claim record after - [
/deep-audit](../deep-audit/SKILL.md) — in-house coverage first - [
verification-ladder.md](../../references/verification-ladder.md) — rung 6; why the oracle comes last
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