Getting it into your agent
One page per mod, every tool's command on it. A separate URL per tool would split the same page into five that compete with each other.
npx agentmods add instructions/mataeil/ooda-loop/claude-mdgit clone --depth 1 https://github.com/mataeil/OODA-loopWhat it costs to keep this loaded
Counted locally with the o200k_base tokenizer, which is exact for GPT models; Claude uses its own tokenizer and its counts differ. Treat this as one consistent yardstick across the catalogue rather than a bill. Prices are per million input tokens.
| Model | Per session | Once invoked |
|---|---|---|
| Fable 5 | $0.00313 | $0.00313 |
| Opus 5 | $0.00156 | $0.00156 |
| Sonnet 5 | $0.00063 | $0.00063 |
| Haiku 4.5 | $0.00031 | $0.00031 |
Grade A, and why
OODA-loop CLAUDE.md scanned grade A with 0 findings against 26 rules in 11 categories — prompt injection, anti-refusal, data exfiltration, privilege escalation, supply chain, agent snooping, system-prompt leakage, SSRF and excessive agency — measured 3d ago.
A static scan of the body, not an audit. Every finding is printed with the line that produced it so you can judge whether it matters here. A mod is markdown that instructs an agent; that is exactly why what it instructs is worth reading.
Nothing flagged
None of the 26 patterns this scan looks for appear in this file: no shell pipes, no recursive deletes, no credential paths, no hidden text, no instruction-override or anti-refusal phrasing, no agent-config snooping. That is not a guarantee, it is the absence of the things that are checkable.
What it actually says
CLAUDE.md — OODA-loop
Autonomous operations agent harness built on Boyd's OODA loop for Claude Code.
Structure
skills/— All SKILL.md files (plugin auto-discovers these).claude-plugin/plugin.json— Plugin manifestagent/contracts/— Skill contract schemaagent/state/— Runtime state (gitignored, per-project)config.example.json— Config template for user projects
Code Rules
- All files written in English
- No secrets in config.json — use environment variable references only (
$ENV_VAR) - Every skill must start with a HALT file check
- No
git add -A— explicit file staging only - Skills live in
skills/{name}/SKILL.md, not inagent/skills/
Session Continuity
Design decisions, 7-Agent review results, and implementation plans from prior sessions:
.claude/context.md.claude/plans/OODA-loop-plan.md
한국어 참고
Boyd의 OODA 루프 기반 자율운영 AI 에이전트 하네스.
코드 규칙
- 모든 파일은 영어로 작성
- config.json에 시크릿 직접 저장 금지 — 환경변수 참조만 (
$ENV_VAR) - 스킬은 반드시 HALT 파일 체크로 시작
git add -A금지 — 명시적 파일 스테이징만
What this file has done since we first saw it
Hashed on every crawl. A supply-chain change to an agent config is a question of when, not whether, so the history is kept rather than the latest state alone.
- 3d ago First seen · 39 lines · 313 tokens per session scan A e89d3477dc88
OODA-loop CLAUDE.md is an instructions file published in the GitHub repository mataeil/OODA-loop (5 stars, last pushed 2mo ago), licensed MIT. It adds 313 tokens to every session, about $0.0016 per session on Opus 5. A static security scan graded it A with 0 findings. No closer match exists in the catalogue, so it is treated as the original; first seen 2026-08-31.
Other instructions, from other repositories
headless-agentic-codebase CLAUDE.md
Instructions for nkhdiscovery/headless-agentic-codebase, covering what {{projectname}} is, your authority, architecture invariants (challenge via adr, not silently), coding conventions and unattended mode.
claude-code-tresor CLAUDE.md
Instructions for alirezarezvani/claude-code-tresor, covering claude.md - development guide, 🎯 repository purpose, 🏗️ architecture, 🛠️ common development commands and building & testing.
claude_code_vs CLAUDE.md
Instructions for firish/claude_code_vs, covering claude.md, what this is, working agreement (how we collaborate here), architecture (where things live) and tech stack & hard constraints.
GENesis-AGI AGENTS.md
AGENTS.md instructions for WingedGuardian/GENesis-AGI, covering agent instructions, code review mandate (adversarial), gitnexus — code intelligence (advisory), genesis capability surface and skills.
openronin CLAUDE.md
Instructions for openronin/openronin, covering claude.md, what this is, lanes, critical rules and project layout.
GENesis-AGI CLAUDE.md
Claude Code instructions for WingedGuardian/GENesis-AGI, covering genesis v3 — project instructions, architecture, environment, process management and common commands.