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/shiftinbits/constellation-mcp/agents-mdgit clone --depth 1 https://github.com/ShiftinBits/constellation-mcpWhat 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 | $0.01964 | $0.01964 |
| Opus 5 | $0.00982 | $0.00982 |
| Sonnet 5 | $0.00393 | $0.00393 |
| Haiku 4.5 | $0.00196 | $0.00196 |
Grade A, and why
constellation-mcp AGENTS.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 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.
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.
The source is not reproduced here
Licensed AGPL-3.0
The repository is licensed AGPL-3.0, which this catalogue does not treat as permission to reproduce the file. Read it at the source.
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 First seen · 118 lines · 1,964 tokens per session scan A 6e52c53d5e35
constellation-mcp AGENTS.md is an instructions file published in the GitHub repository ShiftinBits/constellation-mcp (3 stars, last pushed 5d ago), licensed AGPL-3.0. It adds 1,964 tokens to every session, about $0.0098 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
constellation-claude AGENTS.md
AGENTS.md instructions for ShiftinBits/constellation-claude, covering constellation-claude, plugin structure, key concepts, component patterns and commands.
constellation-claude copilot-instructions.md
Copilot instructions for ShiftinBits/constellation-claude, a project described as: Codebase Understanding for Claude Code.
constellation-claude CLAUDE.md
Claude Code instructions for ShiftinBits/constellation-claude, a project described as: Codebase Understanding for Claude Code.
constellation-claude GEMINI.md
Gemini CLI instructions for ShiftinBits/constellation-claude, a project described as: Codebase Understanding for Claude Code.
ii-agent AGENTS.md
Instructions for Intelligent-Internet/ii-agent, covering ii-agent contributor guide, quick start, repository map, mandatory rules and architecture.
Browser4 CLAUDE.md
Instructions for platonai/Browser4, covering browser4 — project context for claude, architecture, key dispatch chain (cli → browser), batch commands and e2e test structure.