agent-codex-lab
Fail-closed ops calibration-loop controls adapted from OpenAI Codex / MIT EQuS qubit lab (measurement skills, interdependent chains, clear-vs-noisy escalate). Deny quantum hardware spend.
- License 许可
- MIT
- 最近更新
- 2026-11-09
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01 前言 Front Matter
- name
- agent-codex-lab
- description
- Fail-closed ops calibration-loop controls adapted from OpenAI Codex / MIT EQuS qubit lab (measurement skills, interdependent chains, clear-vs-noisy escalate). Deny quantum hardware spend.
03 SKILL.md 正文
Agent Codex Lab
Use when running multi-step release/ops characterization (store publish chains, IAP catalog calibration, overnight CI watches).
Instructions
- Give each routine step a measurement skill: template, prerequisites, success/fail criteria.
- Persist each result before the next interdependent step.
- Autonomous only when signals are clear; escalate on noisy/ambiguous evidence.
- Routine workflows may run long; novel work needs a narrow goal.
- Unattended runs require progress log + check-in + steer hook.
- Agents own routine; humans own design/interpretation/next-step planning.
- Deny quantum hardware / paid Ultra lab spend under the monthly cap.
python3 scripts/agent_codex_lab.py \
--platform ops_calibration_loop \
--loops scripts/tests/fixtures/agent_codex_lab.json \
--cite cxl:play-release-calibration \
--has-skill 1 --has-prerequisites 1 \
--has-success-fail-criteria 1 --has-template 1 \
--prerequisites-complete 1 --result-persisted 1 \
--signal-clear 1 --routine-workflow 1 \
--progress-log 1 --check-in-possible 1 --steer-hook 1 \
--agent-owns-routine 1 --human-owns-design-analysis 1
Examples
- Allow: Play privacy→review→publish→public version verify with persisted evidence.
- Deny: “run overnight with no log”; “novel experiment with unbounded autonomy”; quantum fridge spend.
Performance Notes
- Zero external spend path.
- Ranker zeros qubit/press vanity metrics.
Troubleshooting
- Exit
2: inspectskill,chain,signal,unattendedkeys. - See
docs/AGENT_CODEX_LAB.md.
04 同仓库更多 Skills
writing-plans
Use when you have a spec or requirements for a multi-step task, before touching code
workflow-economics-lite
Escape AI pilot purgatory: require completion-loop workflows with one owner, baseline, economic metric, system-of-record integration, and audit trail. Block orphan chatbots and interest-as-ROI claims.
verification-before-completion
Use when about to claim work is complete, fixed, or passing, before committing or creating PRs - requires running verification commands and confirming output before making any success claims; evidence before assertions always
value-center-lite
Apply InfoQ Rohrer value-center / VSM five questions (agency + coherence). Use when planning work, shipping releases, or auditing agent autonomy claims. Fail closed on product-only slogans without WQTU/paywall value.
using-superpowers
Use when starting any conversation - establishes how to find and use skills, requiring skill invocation before ANY response including clarifying questions
using-git-worktrees
Use when starting feature work that needs isolation from current workspace or before executing implementation plans - ensures an isolated workspace exists via native tools or git worktree fallback