菜单
Session initialization — run at the start of EVERY session before any other action.
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
| name | init |
| description | Session initialization — run at the start of EVERY session before any other action. |
Session initialization. FIRST ACTION every session — skipping is a critical failure.
.ai/bin/agent-init --platform claude
.ai/project.yml for project type (Python / C++ / hybrid); falls back to heuristic scan..ai/capabilities.yml:
.claude/skills/ and .ai/skills/.ai/bin/agent-* wrappers are executable.ai/session_state.json and mirrors it to .claude/session_state.json.| Symptom | Meaning | Resolution |
|---|---|---|
| Capability audit fails | Required plugin/skill/MCP missing | Install missing item, re-run /init |
[MISS] <key> in output | Constraint file not found | Restore .ai/constraints/<key>.md |
| Session gate blocks Bash/Write | session_state.json absent or audit failed | Re-run /init |
After a successful /init, the pre-tool-use hook allows all operations.
After a failed audit, Write/Edit/Bash are blocked until /init passes.
Read/Glob/Grep are always permitted for exploration.
common/instruction-hierarchy — scoped repository-local precedencecommon/git-workflow — protected branches, commit attributioncommon/session-discipline — session lifecycle rulescommon/closure-discipline — rigorous review and evidence before closurecommon/karpathy-guidelines — behavioural guardrailscommon/mcp-integration — Context7 mandatory usagecommon/ascii-only — identifier encodingcommon/agentic-team — parallel sub-agent policycommon/roadmap-awareness — if an active roadmap is detectedPlus language-specific sets for Python / C++ / hybrid (see .ai/scripts/session_init.py
resolve_constraints() for the full matrix).
Karpathy-inspired behavioural guidance for non-trivial coding, debugging, review, or refactor work. Use to surface assumptions, keep changes minimal, and define verifiable success criteria.
Manage dependency-aware multi-session workflows in agent_roadmaps/.
Orchestrate build workflows. Environment setup, compilation, and testing.
Validate constraint compliance at any time during development.
Create a new project from the repo_template. Supports Python, C++/CUDA, and Hybrid projects. Template-only skill.
Add dependencies. Poetry for Python, CPM through CMake for C++.