القائمة
Run one benchmark script that compares pairv2, pair via Claude Teams, and pair via direct Python
يُحدَّد Prompt الذي يراجع المصدر أولًا بشكل افتراضي. يمكنك التبديل إلى أمر مباشر أو تنزيل نسخة محلية.
اقرأ SKILL.md وأي ملفات مرافقة يعرضها SkillsMP قبل أن تقرر التثبيت.
استنادا إلى تصنيف SOC المهني
التثبيت باستخدام Codex أو Claude انسخ هذا Prompt والصقه في Codex أو Claude أو مساعد آخر ليراجع صفحة Skill ويثبّتها لك.
يتجاوز الأمر المباشر Prompt المخصّص للمراجعة. افحص المصدر قبل تشغيله.
npx skills add https://github.com/jleechanorg/claude-commands --skill pair-benchmark-all-executorsيبقى الأمر في سطر واحد. مرّر أفقيًا لمراجعته كاملًا قبل النسخ.
تفضّل نسخة محلية؟ نزّل الملفات المتاحة حاليًا لدى SkillsMP.
عرض SKILL.md
Token-efficient second opinion slash command /advice. Extracts decision point + artifact (≤150 lines), then fans out in parallel: (1) Opus subagent reviewer with fallback chain codex→agy→cursor, (2) /research on the decision topic, (3) /secondo multi-model opinion. Use instead of advisor() which ships the full conversation uncached.
Use this skill when working in repositories managed by Agent Orchestrator or when the user asks how to use `ao` properly. Covers the default AO workflow: bootstrap with `ao start`, dispatch work with `ao spawn`, inspect progress with `ao status` or `ao session ls`, steer sessions with `ao send`, and recover or clean up sessions safely. Includes strict parameter fidelity, pre-spawn cap cleanup, quota-wall fallback, and post-spawn verification.
Generate a full agento PR status report — draft readiness, canonical /green, zero-touch rate, inline display, and Slack summary.
| name | pair-benchmark-all-executors |
| description | Run one benchmark script that compares pairv2, pair via Claude Teams, and pair via direct Python |
| type | usage |
| scope | project |
Use one script to benchmark all pair executors:
pairv2 (.claude/pair/pair_execute_v2.py)/pair via Claude Teams prompt path/pair via direct Python (.claude/pair/pair_execute.py)python .claude/pair/benchmark_pair_executors.py (or venv/bin/python when using a virtualenv)
Run all three executors in one benchmark:
python .claude/pair/benchmark_pair_executors.py \
--executor-set all \
--benchmark-iterations 1 \
--timeout-seconds 180 \
--teams-command "claude --print" \
--artifact /tmp/{repo}/{branch}/pair/all_three.json
Run a small, named Amazon-style ecommerce preset:
python .claude/pair/benchmark_pair_executors.py \
--ta[REDACTED_OPENAI_KEY] amazon_clone \
--pairv2-max-cycles 2 \
--timeout-seconds 1200 \
--artifact /tmp/{repo}/{branch}/pair/amazon_clone_benchmark.json
For historical benchmark prompts, including alternate Amazon-style variants, see
testing_llm/pair/benchmark_tasks.json.
Run all three in parallel:
python .claude/pair/benchmark_pair_executors.py \
--executor-set all \
--parallel \
--benchmark-iterations 1 \
--timeout-seconds 180 \
--teams-command "claude --print" \
--artifact /tmp/{repo}/{branch}/pair/all_three_parallel.json
--executor-set all: pair python + pair teams + pairv2--executor-set legacy-vs-v2: pair python vs pairv2--executor-set teams-vs-v2: pair teams vs pairv2--executor-set pairv2-only: pairv2 onlypair_python, pair_python_status_counts, pair_python_rawpair_claude_teams, pair_teams_status_counts, pair_teams_rawpairv2_langgraph, pairv2_status_counts, pairv2_rawspeedup_ratio_pair_python_over_v2speedup_ratio_pair_teams_over_v2speedup_ratio_pair_python_over_teams--executor-set: pairv2-only--coder-cli: minimax--verifier-cli: minimax--task: hello world script + pytest test (default); overridden by --ta[REDACTED_OPENAI_KEY] when provided--timeout-seconds: 600Run with no args to use these defaults:
venv/bin/python .claude/pair/benchmark_pair_executors.py
pairv2 is LangGraph-based (.claude/pair/pair_execute_v2.py)./tmp/{repo}/{branch}/pair/<timestamp>/pair_executor_benchmark.json when --artifact is omitted.--coder-cli and --verifier-cli to align model/runtime choices across runs.minimax is not a CLI binary — it runs claude with MiniMax API endpoint. See pairv2-usage.md for details.