Borrowing it
Nothing to install: this file belongs to OrbiAds/Orbiads-GAM-MCP. 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/OrbiAds/Orbiads-GAM-MCP/main/CLAUDE.mdgit clone --depth 1 https://github.com/OrbiAds/Orbiads-GAM-MCPWrote 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/orbiads/orbiads-gam-mcp/claude-md)<a href="https://agentmods.dev/instructions/orbiads/orbiads-gam-mcp/claude-md"><img src="https://agentmods.dev/badge/instructions/orbiads/orbiads-gam-mcp/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/orbiads/orbiads-gam-mcp/claude-md"><img src="https://agentmods.dev/badge/instructions/orbiads/orbiads-gam-mcp/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 | $0.02426 | $0.02426 |
| Opus 5 | $0.01213 | $0.01213 |
| Sonnet 5 | $0.00485 | $0.00485 |
| Haiku 4.5 | $0.00243 | $0.00243 |
Grade A, and why
Orbiads-GAM-MCP 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 10d 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.
How it starts
The opening of the file, as written. The whole thing — 160 lines — stays where its author put it; the contents beside it link to each section on GitHub.
OrbiAds — Claude Code Project Guidance
This file is read by Claude Code when working IN this repo. For agents working THROUGH this repo (calling the OrbiAds MCP server or CLI from another project), see
AGENTS.md— it covers cross-LLM boundaries (Cursor, Codex, Gemini, etc.) and the OrbiAds surface contract.
What this repo is
The public mirror of the OrbiAds client-facing surface. Published as a Claude Code plugin (@orbiads) + Python CLI (orbiads-cli) + MCP server (https://orbiads.com/mcp).
The private server-side repository is the source of truth. This repo is read-mostly — most of its files are generated from the server-side code by scripts/generate_skills/generate.py and protected by a CI drift gate. Hand-edit a generated file → CI fails. Edits go to the server-side source instead, then re-run the generator.
Generated vs hand-authored — IMPORTANT for Claude Code
| File / directory | Generated? | Source of truth | Edit policy |
|---|---|---|---|
version.json |
✅ generated | scripts/generate_skills/lib/generators/version_bump.py + catalogue state |
DO NOT EDIT — re-run generator |
CHANGELOG.md |
✅ generated (idempotent prepend) | same | DO NOT EDIT existing entries; new entries are prepended by the generator |
docs/tool-matrix/README.md |
✅ generated | server-side MCP tool definitions via AST | DO NOT EDIT |
_docs/legacy-tool-mapping.md |
✅ generated | @deprecated_tool decorators in server-side MCP tool definitions |
DO NOT EDIT |
skills/<group>/SKILL.md |
✅ generated (Story 81.2+) | group metadata from catalogue | DO NOT EDIT |
skills/<group>/references/actions.md |
✅ generated (Story 81.2+) | per-action catalogue + CLI column from cli/parity-matrix.json |
DO NOT EDIT |
skills/orbiads/SKILL.md |
❌ hand-authored | this file | EDIT — it's the orchestrator narrative |
AGENTS.md |
❌ hand-authored | this file | EDIT — cross-LLM contract, careful with breaking changes |
CLAUDE.md |
❌ hand-authored | this file | EDIT — Claude-internal guidance |
README.md |
❌ hand-authored | this file | EDIT — GitHub human-facing |
.claude-plugin/plugin.json |
❌ hand-authored (version field bumped manually for now) | this file | EDIT — manifest evolves with packaging changes |
.claude-plugin/marketplace.json |
❌ hand-authored | this file | EDIT |
cli/parity-matrix.json |
semi-generated | external scripts/coverage-audit/ pipeline |
EDIT via that pipeline — DO NOT hand-edit |
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.
- 10d ago First seen · 160 lines · 2,426 tokens per session scan A c7c834510a90
Orbiads-GAM-MCP CLAUDE.md is an instructions file published in the GitHub repository OrbiAds/Orbiads-GAM-MCP (3 stars, last pushed 1mo ago), licensed MIT. It adds 2,426 tokens to every session, about $0.0121 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
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.
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spec-kit AGENTS.md
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vscode oss-third-party-notices.instructions.md
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