测试与安全

research-review

wanshuiyin/auto…in-sleep

Get a deep critical review of research from a selected reviewer (Codex by default, Gemini, Grok, Claude Code, or manual). Use when user says "review my research", "help me review", "get external review", or wants critical feedback on research ideas, papers, or experimental results.

  • 574 次安装
  • 1.8万 星标
  • 收录于

安装命令

npx skills add https://github.com/wanshuiyin/auto-claude-code-research-in-sleep --skill research-review

SKILL.md

Research Review via External Reviewer Backend (ultra reasoning)

🔒 Do not wrap this skill in /loop, /schedule, or CronCreate. It is verdict-bearing — it produces a cross-model review verdict, multi-round with reviewer thread continuity. An external timer re-fires the verdict on wall-clock time and breaks the reviewer's round-to-round memory: zero new signal, full token cost. Schedule the external wait that precedes it (work ready → then review once), not the verdict. See shared-references/external-cadence.md.

Get a multi-round critical review of research work from the selected external reviewer backend with maximum reasoning depth.

Constants

  • REVIEWER_MODEL = gpt-6-astra — Default model for the Codex backend, reasoning effort ultra (deep-audit tier). Must be an OpenAI model (e.g., gpt-6-astra, gpt-6.1-sol). Manual backend uses a model the user chooses — it must be a recognized model from a different family (OpenAI, Anthropic, Google, DeepSeek, Moonshot/Kimi, Qwen).
  • REVIEWER_BACKEND = codex — Default: Codex MCP (ultra). Resolve — reviewer:, project .aris/reviewer.json, then this default using reviewer_route.py (--host claude-code --tier deep), per reviewer-backends.md. Gemini/Antigravity, Grok, and Claude Code use that contract at every call below. Legacy Oracle/manual contracts remain in reviewer-routing.md; unavailable selected routes do not silently fall back.

Reviewer Calling Convention