Borrowing it
Nothing to install: this file belongs to thisis-gp/ctxd. 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/thisis-gp/ctxd/main/AGENTS.mdgit clone --depth 1 https://github.com/thisis-gp/ctxdWrote 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/thisis-gp/ctxd/agents-md)<a href="https://agentmods.dev/instructions/thisis-gp/ctxd/agents-md"><img src="https://agentmods.dev/badge/instructions/thisis-gp/ctxd/agents-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/thisis-gp/ctxd/agents-md"><img src="https://agentmods.dev/badge/instructions/thisis-gp/ctxd/agents-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 | $0.00239 | $0.00239 |
| Opus 5.5 | $0.00096 | $0.00096 |
| Sonnet 5.5 | $0.00048 | $0.00048 |
| Haiku 4.5 | $0.00024 | $0.00024 |
Grade A, and why
ctxd 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 2mo 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
Learned User Preferences
- Prefer simple plug-and-play org rollout: end users should not configure Metabase credentials; tech configures Metabase once on the server.
- Default product mode is context-only: LLM builds/validates SQL via ctxd; users run queries in Metabase. Query execution is opt-in via CTXD_ALLOW_QUERY.
- Hosted auth uses per-user connector tokens issued from an admin dashboard (not one shared org token).
Learned Workspace Facts
- The project is being named
ctxd(context daemon). - Ctxd reduces token use and schema-query hallucinations by serving curated, versioned Metabase context to AI agents through MCP.
- The intended operational model is that a technical team ingests schema context while other users connect through MCP; SQL is drafted for Metabase rather than executed by default.
- Preferred hosted ingest is
ctxd refreshon a nightly cron on the same host/volume as the MCP server (GitHub Action artifacts alone do not update live Docker data). - HTTPS is terminated by Caddy in front of
ctxd serve --http. - BRD.md is internal planning and is gitignored for the public repo.
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.
- 2mo ago First seen · 15 lines · 239 tokens per session scan A de466a84c2ba
ctxd AGENTS.md is an instructions file published in the GitHub repository thisis-gp/ctxd (1 stars, last pushed 3mo ago), licensed MIT. It adds 239 tokens to every session, about $0.0010 per session on Opus 5.5. 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.
ctxd AGENTS.md compared with instructions from other repositories
| Mod | Type | Stars | Last push | Licence | Scan | Tokens | Works with |
|---|---|---|---|---|---|---|---|
| ctxd AGENTS.mdthisis-gp/ctxd | Instructions file | 1 | 3mo ago | MIT | A | 239 | Codex, OpenCode |
| vscode buildNext.instructions.mdmicrosoft/vscode | Instructions file | 195k | yesterday | MIT | A | 9,719 | GitHub Copilot |
| next.js AGENTS.mdvercel/next.js | Instructions file | 143k | yesterday | MIT | A | 7,461 | Codex, OpenCode |
| langchain AGENTS.mdlangchain-ai/langchain | Instructions file | 149k | yesterday | MIT | A | 4,680 | Codex, OpenCode |
| vscode oss-third-party-notices.instructions.mdmicrosoft/vscode | Instructions file | 195k | yesterday | MIT | A | 5,516 | GitHub Copilot |
| vscode copilot-instructions.mdmicrosoft/vscode | Instructions file | 195k | yesterday | MIT | A | 3,093 | GitHub Copilot |
| deepseek-harness AGENTS.mddeepseek-ai/deepseek-harness | Instructions file | 274k | 2d ago | MIT | A | 4,313 | Codex, OpenCode |