AI reference
Governance + skills
See The Agentic Operating System and SOP source of truth.
| Component | Source path |
|---|---|
| Assistant core SOP | home/readonly_AGENTS.md |
| Assistant skills | home/exact_dot_agents/exact_skills/ |
| Shared assistant hooks | home/exact_dot_agents/exact_hooks/ |
| Cursor CLI hooks | home/dot_cursor/hooks.json |
| Antigravity hooks | home/dot_gemini/config/readonly_hooks.json |
~/CLAUDE.md imports @AGENTS.md; ~/.claude/CLAUDE.md links to ~/AGENTS.md for Claude's global loader. ~/.gemini/config/AGENTS.md, ~/.cursor/AGENTS.md, ~/.codex/AGENTS.md, ~/.config/opencode/AGENTS.md, and ~/.copilot/copilot-instructions.md are symlinks to ~/AGENTS.md.
Harness configs
Per-tool config sources and the run_onchange_after_07-* hooks that render them. See Tool configs.
Model registry
Single source of truth for curated Cursor models, Pi extras, provider routes, category routing (agent_categories / agent_bindings / category_models), and review-lane model policy; per-tool model configs, the generated delegation-band projection, and the generated mirror all derive from it. See Model registry & routing.
| Component | Source path |
|---|---|
| Model definitions | home/.chezmoidata/ai_models/ |
| YAML reader | scripts/ai_models.py |
| Pi session analyzer | scripts/analyze_pi_session.py |
| Band generator | scripts/generate_agent_bands.py |
| Band projection | home/dot_config/ai/readonly_agent-bands.v1.json |
| Delegation gate | home/exact_dot_agents/exact_hooks/executable_band_gate.py |
| Publication gate | home/exact_dot_agents/exact_hooks/executable_publish_gate.py |
MCP
Canonical MCP registry plus generator/injectors. See MCP servers.
| Component | Source path |
|---|---|
| MCP registry | home/.chezmoidata/mcp_servers.yaml |
| Registry reader | scripts/mcp_registry.py |
| Config generator | scripts/generate_mcp_configs.py |
| Codex injector | scripts/inject_mcp_into_codex_toml.py |
| OpenCode injector | scripts/inject_mcp_into_opencode_jsonc.py |
| Claude MCP merge | scripts/merge_claude_mcp.py |
| Generate hook | run_onchange_after_07-generate-mcp-configs.sh.tmpl |
Memory
Two distinct memory layers. See Agent memory.
| Component | Source path |
|---|---|
AI knowledge base (,ai-kb) | home/exact_bin/executable_,ai-kb, scripts/ai_kb.py |
Proof ledger (,proof) | home/exact_bin/executable_,proof, home/exact_lib/exact_,proof/main.py |
| Embedding service | scripts/embed.py, scripts/embed_runner.py |
| Vector retrieval | scripts/vec_runner.py |
Hook memory (,agent-memory) | home/exact_bin/executable_,agent-memory, scripts/agent_memory.py |
Local inference
See llama.cpp local inference.
| Component | Source path |
|---|---|
| GGUF model manifest | home/readonly_dot_default-llama-cpp-models.tmpl |
| Router preset | home/dot_config/llama.cpp/models.ini.tmpl |
| Sync hook + helper | run_onchange_after_07-sync-llama-cpp-models.sh.tmpl, scripts/sync_llama_cpp_models.py |
| Control plane | home/exact_bin/executable_,llama-cpp |
| Claude launcher | home/exact_bin/executable_,claude-llama-cpp |
| Codex launcher | home/exact_bin/executable_,codex-llama-cpp, home/exact_bin/executable_,codex, home/exact_lib/exact_,codex/main.py |
| OpenCode launcher | home/exact_bin/executable_,opencode-llama-cpp |
| Pi provider | home/dot_pi/agent/readonly_models.json |