菜单
This skill should be used when the user asks to "score research", "check research quality", "evaluate coverage", "measure improvement", "assess research completeness", or mentions research scoring, quality metrics, coverage gaps, improvement baseline, or research pipeline status.
用 Codex 或 Claude 帮你安装 复制这段 Prompt，粘贴到 Codex、Claude 或其他助手里，让它检查 Skill 页面并帮你完成安装。
基于 SOC 职业分类
Use this skill when the user wants to transition to the next workflow step, wrap up a session cleanly, prepare a handoff, or says things like "next step", "continue the workflow", "wrap up", "hand off", "move to the next phase", "what's next in embrace", or "prepare for /clear". Also triggers when the current octo:embrace phase appears complete and no explicit next action is set.
Spawn a dotfiles team for changes spanning chezmoi templates, mise config, and system validation. Use when adding tools that need both mise config and shell config changes.
Use when diagnosing brew failures in mde update, auditing brew-owned packages, resolving brew-vs-mise ownership conflicts, or troubleshooting Homebrew on macOS. Key files: src/mde/maintain/update.py, src/mde/validate/brew.py, configs/mde-tool-ownership.json. Keywords: brew doctor, brew upgrade, cask sudo, tap repair, formula conflict, Brewfile.
This skill should be used when the user asks to manage AI agent configurations (CLAUDE.md, AGENTS.md, permissions, MCP settings, skills) across multiple tools and machines using chezmoi templates. Use when syncing .claude/ settings across machines, templating CLAUDE.md for different environments, distributing agent instructions to Claude Code/Codex/Copilot from one source, managing AI agent permissions via chezmoi data, backing up Claude Code config with chezmoi, or setting up a shared skills directory.
This skill should be used when the user asks to "add a tool to mise", "install a new CLI tool", "choose a mise backend", "search the mise registry", "detect tool drift", or mentions mise tool installation, backend selection, GIT_TERMINAL_PROMPT enforcement, or adding new dependencies to mise config.
Use when setting up Doppler as secrets source of truth, syncing Doppler to fnox/Keychain, bulk importing/exporting secrets, validating Doppler vs fnox parity, or troubleshooting Doppler CLI issues in this mise+chezmoi dev environment.
| name | research-scoring |
| description | This skill should be used when the user asks to "score research", "check research quality", "evaluate coverage", "measure improvement", "assess research completeness", or mentions research scoring, quality metrics, coverage gaps, improvement baseline, or research pipeline status. |
Use the built-in research CLI:
uv run mde-py research score # Calculate improvement score
uv run mde-py research status # Show pipeline status
uv run mde-py research catalog # List source catalog entries
| Dimension | Weight | Criteria |
|---|---|---|
| Source coverage | 30% | Number and diversity of sources cataloged |
| Finding quality | 25% | Confidence levels, evidence citations |
| Provenance completeness | 20% | All required YAML fields populated |
| Synthesis depth | 15% | Deep reviews written, contradictions flagged |
| Actionability | 10% | Findings lead to concrete recommendations |
To identify coverage gaps: