Borrowing it
Nothing to install: this file belongs to swDomass/AI_orchestrator. Take a copy, put it at the same path in your own repository, and replace the rules that are about this project with yours.
curl -O https://raw.githubusercontent.com/swDomass/AI_orchestrator/master/CLAUDE.mdgit clone --depth 1 https://github.com/swDomass/AI_orchestratorWrote this? Show the measurements
A badge with what this costs and how it scanned, read live from this page, so it follows the numbers instead of freezing them. Markdown for a README, HTML for a documentation site or a project page.
[](https://agentmods.dev/instructions/swdomass/ai_orchestrator/claude-md)<a href="https://agentmods.dev/instructions/swdomass/ai_orchestrator/claude-md"><img src="https://agentmods.dev/badge/instructions/swdomass/ai_orchestrator/claude-md/github.svg" alt="Measured on agentmods" height="20"></a>Or the 80×15 button, for a site that already has a row of RSS and ATOM ones. Only the verdict fits; the numbers stay here.
<a href="https://agentmods.dev/instructions/swdomass/ai_orchestrator/claude-md"><img src="https://agentmods.dev/badge/instructions/swdomass/ai_orchestrator/claude-md.svg" alt="Reviewed on agentmods" width="80" height="20"></a>What 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 5.1 | $0.07196 | $0.07196 |
| Opus 5.5 | $0.02878 | $0.02878 |
| Sonnet 5.5 | $0.01439 | $0.01439 |
| Haiku 4.5 | $0.00720 | $0.00720 |
Grade D, and why
AI_orchestrator CLAUDE.md scanned grade D with 2 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 2d 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.
Reads agent configuration directoriesmediumAgent snooping
.claude/, .codex/, .gemini/ hold keys, settings and other credentials a mod has no legitimate need for.
- **Codex git writes**: `providers/codex.py` runs `--sandbox workspace-write`, which on Windows denies writes inside `.git/` (`git add`/`commit`/`remote add` fail with "Permission denied" on `.git/index.lock`, verified 2 Recursive force deletehighDestructive command
rm -rf with a variable or a broad path is one typo away from removing the wrong tree.
- **Blocked categories**: `rm -rf`, `git push --force`, `git reset --hard`, `git clean -f`, `DROP/TRUNCATE TABLE`, `DELETE FROM` without WHERE, `format`/`mkfs`/`diskpart`, fork bombs, raw disk writes, credential exfiltra How it starts
The opening of the file, as written. The whole thing — 139 lines — stays where its author put it; the contents beside it link to each section on GitHub.
CLAUDE.md
Guidance for Claude Code (claude.ai/code) when working in this repository.
Detail-Docs: Implementierungs-Details pro Modul →
docs/architecture/components.md. Patterns/Invariants + Phase B Feature Flag →docs/architecture/patterns.md. Bei Code-Änderungen beide Files (diese Datei + zugehörige Detail-Datei) aktualisieren.
Obsidian-Projektdoku
<your-vault>/01_Tasks/01_Projekte/.../AI-System-Intelligence-Orchestrator.md
Project
Autonomous task orchestrator routing work across Claude Code and Codex CLI, plus opt-in providers that never enter the fallback chain: OpenRouter (HTTP), Mistral Vibe (reviewer-only) and opencode CLI (tag-activated third external voice, Stufe 2 — a ZDR-guaranteed path for customer code, capped by its own OpenRouter key rather than uncapped like the other two). Gemini (HTTP API or legacy CLI) is still implemented but retired from every active path (2026-08-15). Tasks come from an Obsidian vault Markdown queue (99_System/AI/agent-queue.md). Pure Python stdlib + pyyaml, Windows-first.
Commands
# Stand 2026-10-27 (Windows, API-Credits ADR-005 nach externem Codex-/opencode-Review, +108 Tests): 3935 passed / 0 failed / 2 skipped in 347-427 s (3932 gemessen vor dem Folge-Commit 0c0d0ea, der 3 Tests ergänzt; --collect-only danach 3937 = 3935 + 2); +108 über die 3827 auf d82d4eb = test_claude_billing 33, _gating 21, _records 18, _refresh 2, test_claude_provider_billing 34. Nicht mit PYTEST_DEBUG_TEMPROOT im Repo laufen lassen (2 git-Tests brauchen ein tmp außerhalb jedes Repos).
# Ältere Stände und Messnotizen: docs/test-und-lint-historie.md
# -p no:randomly: Das Flag bleibt als reproduzierbare Standardreihenfolge stehen (auch in ci.yml).
python -m pytest tests/ -q -p no:randomly
# Run a single test file / single test
python -m pytest tests/test_parallel_runner.py -v
python -m pytest tests/test_queue_manager_regressions.py::test_extract_cwd_supports_spaces -v
# Install dependencies
pip install -r requirements.txt
# Validate setup
python orchestrator.py --doctor
python orchestrator.py --doctor --fix --yes
# Modes
python orchestrator.py # single-shot
python orchestrator.py --watch # continuous + heartbeat
python orchestrator.py --dry-run # parse queue, no execute
python orchestrator.py --check-limits # provider capacity
python orchestrator.py --list-tools # available #tool: handlers
python orchestrator.py --dashboard # analytics web dashboard (opens browser; --watch serves it anyway, DASHBOARD_AUTOSTART)
python orchestrator.py --lint-queue # validate agent-queue.md
# Lint / typecheck (config in pyproject.toml; CI runs both, advisory only — continue-on-error)
ruff check . # ruff 1122 (Stand 2026-10-09; Messnotizen: docs/test-und-lint-historie.md)
python -m mypy . # mypy 122/38 (Stand 2026-10-09; Messnotizen: docs/test-und-lint-historie.md)
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.
- 2d ago Changed · -190 lines · -3,579 tokens per session 040a7ad5b72a
- 18d ago Changed · +3 lines · +196 tokens per session 807c08b7c79e
- 20d ago Changed · +23 lines · +1,128 tokens per session 4e880523db09
- 21d ago Changed · +13 lines · +607 tokens per session 92233665383e
- 22d ago Changed · +17 lines · +713 tokens per session 65276181efeb
- 24d ago Changed · +13 lines · +590 tokens per session 25dcf668a614
- 27d ago Changed · +3 lines · +66 tokens per session fc2297ecf212
- 1mo ago Changed · +7 lines · +169 tokens per session 77a3033ee2e6
- 1mo ago Changed · +12 lines · +315 tokens per session 23387df1ff1a
- 1mo ago First seen · 238 lines · 6,991 tokens per session scan D 51b9051746cd
AI_orchestrator CLAUDE.md is an instructions file published in the GitHub repository swDomass/AI_orchestrator (5 stars, last pushed 3d ago), licensed MIT. It adds 7,196 tokens to every session, about $0.0288 per session on Opus 5.5. A static security scan graded it D with 2 findings (reads agent configuration directories, recursive force delete). No closer match exists in the catalogue, so it is treated as the original; first seen 2026-08-31.
Other instructions, from other repositories
vscode buildNext.instructions.md
Working notes and architecture documentation for the new esbuild-based build system in build/next. Use when making changes to the new build pipeline (transpile/bundle commands, NLS plugin, source-map handling, resource copying, or self-hosting watch tasks).
next.js AGENTS.md
AGENTS.md instructions for vercel/next.js, covering next.js development guide, codebase structure, monorepo overview, core package: packages/next and other important packages.
vscode oss-third-party-notices.instructions.md
Instructions for microsoft/vscode, covering vs code oss third-party-notices pipeline, architecture, pipeline flow in ci, cache eligibility and rollout and applying the notice (cutover).
langchain AGENTS.md
AGENTS.md instructions for langchain-ai/langchain, covering global development guidelines for the langchain monorepo, corridor security analysis, project architecture and context, monorepo structure and development tools & commands.
vscode copilot-instructions.md
Copilot instructions for microsoft/vscode, covering vs code copilot instructions, project overview, root folders, core architecture (src/ folder) and built-in extensions (extensions/ folder).
deno copilot-instructions.md
Copilot instructions for denoland/deno, covering deno development guide for github copilot, network access, high level overview, key directories and key files to understand first.