본문으로 건너뛰기
cccskills
무료GitHub에 공개

codex-ab

Run an A/B codex review experiment — holistic codex review vs 3 focused dimension passes (security, ecto, liveview) on the branch diff, classify findings, report a panel-value verdict. Use when the branch is fresh, before any codex review runs.

한국어 요약은 준비 중입니다. 원문 설명을 표시하고 있습니다.

설치 방법 보기

포함된 파일(3)

  • SKILL.md3.9 KB
  • scripts/codex-panel-ab.sh3.3 KB
  • triggers.json719 B

SKILL.md(원문)

설치하기 전에 에이전트에게 전달되는 지시 내용을 확인할 수 있습니다.

Codex Panel A/B (contributor instrument — verdict decided)

Answer one question with evidence: do dimension-focused codex passes find real issues that one holistic codex exec review misses? Runs both on the same diff, then classifies every focused finding against the holistic pass.

DECIDED 2026-07-10 after 4 runs (2 fresh): panel KILLED. Fresh-only 1 real miss / 1 false positive plus one zero-value run at 4× cost — real misses did not outnumber FPs. Kept as contributor tooling (NOT distributed) for one possible retest: a UI-heavy diff with a single extra liveview-focused pass (2× cost). Scoreboard: .claude/research/2026-07-03-codex-review-integration.md §7.

Usage

/codex-ab            # A/B against main (~5 min, 4 codex runs)
/codex-ab develop    # explicit base branch

Iron Laws

  1. FRESH DIFF ONLY — ask the user to confirm this branch has NOT been codex-reviewed yet (cloud or /phx:codex-loop). A drained diff returns NO FINDINGS everywhere and proves nothing — wasted quota
  2. Verify every REAL MISS in the code before counting it — a focused finding only scores if the issue actually exists at that file:line
  3. Read ONLY the findings .md files — streams are diverted to .log files; never cat a log into context (10k+ lines each)
  4. Exactly 4 codex runs, never re-run dimensions — bounded quota
  5. Persist the verdict — an unrecorded experiment is wasted quota

Workflow

Step 1: Preflight

Run command -v codex — missing → STOP with install hint. Then:

  • git status --short dirty → warn (codex flags local dirt as findings)
  • Ask: "Has codex already reviewed this branch (PR review or codex-loop)?" If yes → STOP, explain the fresh-diff requirement (Iron Law 1)

Step 2: Run the A/B (background, ~5 min)

bash ${CLAUDE_SKILL_DIR}/scripts/codex-panel-ab.sh {base} \
  .claude/reviews/codex-ab-$(date +%Y-%m-%d-%H%M)

Use run_in_background — it runs 1 holistic codex exec review + 3 focused codex exec workers (security / ecto / liveview) in parallel, all streams redirected. Do other work or wait; never poll.

Step 3: Classify

Read the 4 findings files (holistic.md, security.md, ecto.md, liveview.md — small). For EACH focused finding:

ClassMeaningTest
DUPLICATEHolistic already found itSame file + same defect
REAL MISSGenuine issue holistic missedRead the code at file:line — defect confirmed (Iron Law 2)
FALSE POSITIVEManufactured, pre-existing, or wrongCode check fails, or issue exists on base branch too

Step 4: Verdict

Present:

## Codex Panel A/B — {branch} vs {base}
| dimension | findings | duplicate | real miss | false positive |
Holistic-only findings: {n}
Verdict this run: {REAL MISS count} real miss vs {FP count} false positive
Decision rule: build --codex-panel only if real misses outnumber false
positives across 2-3 fresh branches.

Write the verdict table to .claude/reviews/codex-ab-{date}/VERDICT.md. Suggest repeating on the next 1–2 fresh branches before deciding.

Integration

fresh branch → /codex-ab (YOU ARE HERE) → verdict logged
   ├─ real misses win across runs → build /phx:review --codex-panel
   └─ duplicates/FPs win → keep holistic /phx:codex-loop, drop panel idea
       └─ OUTCOME 2026-07-10: this branch won — panel dropped

References

  • ${CLAUDE_SKILL_DIR}/scripts/codex-panel-ab.sh — the 4-run harness
  • Related: /phx:codex-loop (holistic fix loop), /phx:review --codex

리뷰

아직 리뷰가 없습니다. 사용해 본 소감을 남겨 주세요.

댓글

로그인 없이 쓸 수 있습니다. 사용 후기, 질문, 작동하지 않은 환경 등을 편하게 남겨 주세요.

아직 댓글이 없습니다. 첫 댓글을 남겨 보세요.

보내면 바로 공개됩니다. 이메일 주소나 전화번호 같은 개인 정보는 쓰지 마세요. URL은 2개까지입니다.

0 / 1,000자

이 양식은 reCAPTCHA로 보호되며 Google 개인정보처리방침 및 서비스 약관이 적용됩니다.

같은 저장소의 스킬

analyze

무료

Analyze a legacy app in any language before rewriting it in Elixir: inventory, features as goals, why each mechanism exists, runtime topology, external contracts. Use to start or refresh a rewrite.

한국어 요약은 준비 중입니다. 원문 설명을 표시하고 있습니다.

oliver-kriska/claude-elixir-phoenix5672026년 10월 20일 업데이트

architect

무료

Design the idiomatic Elixir architecture for a rewrite: set the compatibility bar (ADR-000), consult phx specialists on open questions, then build contexts, ledger and ADRs. Use after /rewrite:analyze.

한국어 요약은 준비 중입니다. 원문 설명을 표시하고 있습니다.

oliver-kriska/claude-elixir-phoenix5672026년 10월 20일 업데이트

Ash Framework — resources, actions, policies, aggregates; Use when generating resources via mix ash.codegen, editing…

한국어 요약은 준비 중입니다. 원문 설명을 표시하고 있습니다.

oliver-kriska/claude-elixir-phoenix5672026년 10월 20일 업데이트

Ash Framework — resources, actions, policies, aggregates, calculations, AshPhoenix.Form, LiveView, migrations. Use when generating resources via mix ash.codegen, editing changes, checks, types, validations, or domain code interfaces.

한국어 요약은 준비 중입니다. 원문 설명을 표시하고 있습니다.

oliver-kriska/claude-elixir-phoenix5672026년 10월 20일 업데이트

assigns

무료

Compatibility alias for the Elixir/Phoenix plugin's LiveView assigns audit. Invoke explicitly with /lv:assigns.

한국어 요약은 준비 중입니다. 원문 설명을 표시하고 있습니다.

oliver-kriska/claude-elixir-phoenix5672026년 10월 20일 업데이트

Inspect LiveView socket assigns for memory bloat — missing temporary_assigns, unused assigns, unbounded lists needing streams, memory estimates. Use when LiveView memory grows or you need to add temporary_assigns.

한국어 요약은 준비 중입니다. 원문 설명을 표시하고 있습니다.

oliver-kriska/claude-elixir-phoenix5672026년 10월 20일 업데이트

oliver-kriska의 스킬 모두 보기

이 스킬의 문제 신고