os-guidelisted
Install: claude install-skill richfrem/agent-plugins-skills
## Dependencies
This skill requires **Python 3.8+** and standard library only. No external packages needed.
**To install this skill's dependencies:**
```bash
pip-compile ./requirements.in
pip install -r ./requirements.txt
```
See `../../requirements.txt` for the dependency lockfile (currently empty — standard library only).
---
# Agentic OS Guide
The core insight: LLMs are stateless functions. `CLAUDE.md` is the only file loaded by
default into every conversation. The **Agentic OS** pattern turns this constraint into a
full operating system metaphor.
| OS Concept | Agent Equivalent |
|------------|-----------------|
| Kernel | `CLAUDE.md` hierarchy (global -> org -> project -> local) |
| RAM | `context/` folder (soul, user prefs, memory) |
| Disk | `context/memory/YYYY-MM-DD.md` dated session logs |
| Stdlib | `skills/` procedural knowledge bundles |
| Processes | `.claude/agents/` sub-agents with isolated context |
| Shell | `.claude/commands/` slash commands |
| Cron | `/loop` + `heartbeat.md` scheduled background tasks |
| Boot | `START_HERE.md` + `MEMORY.md` bootstrap on session start |
| Autoresearch Loop | `os-eval-runner` + `improvement-ledger.md` |
## Skill Categories (Mental Model)
| Category | Skill | One-liner |
|---|---|---|
| **Orchestration** | `os-improvement-loop` | Multi-agent concurrent loop: ORCHESTRATOR + PEER + INNER |
| **Evaluation** | `os-eval-runner` | Autoresearch eval engine — scores and gates SKILL.md iterations |
| **Evaluation** | `os-ev