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/utolaris/stata-cli/agents-mdgit clone --depth 1 https://github.com/Utolaris/Stata-CLIWhat 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 | $0.00559 | $0.00559 |
| Opus 5 | $0.00280 | $0.00280 |
| Sonnet 5 | $0.00112 | $0.00112 |
| Haiku 4.5 | $0.00056 | $0.00056 |
Grade A, and why
Stata-CLI 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.
How it starts
The opening of the file, as written. The whole thing — 43 lines — stays where its author put it; the contents beside it link to each section on GitHub.
AGENTS.md
stata-cli is a local Stata CLI with a native Rust engine (no Python), repo-local binaries, and an init scaffold for AI-driven analysis work.
Project Structure
.
├── AGENTS.md
├── README.md
├── skill/stata-cli/ # Self-contained skill package (SKILL.md + bin/ + references/ + boilerplate/)
│ ├── SKILL.md # Codex/Claude Code skill manifest + routing table
│ ├── bin/ # Repo-local CLI binaries
│ ├── references/ # Stata reference library (routed from SKILL.md)
│ ├── packages/ # Community package guidance
│ └── boilerplate/ # `stata-cli init` scaffold source
│ ├── AGENTS.md
│ ├── data/
│ ├── do/
│ ├── outputs/
│ └── scripts/
├── rust-cli/ # Rust CLI, REPL, native Stata engine (StataSO FFI)
├── scene/ # Real smoke-test workspace
└── scripts/ # Build and maintenance helpers
Working Rules
- Keep the repo-local binaries in
skill/stata-cli/bin/; repo-root discovery depends on that location. - Treat
skill/stata-cli/boilerplate/as the source of truth for files created bystata-cli init. - Treat
skill/stata-cli/itself as the installed skill package: SKILL.md, references/, packages/, and bin/ ship together and are not duplicated into workspaces byinit. - The
stata-cli.skillfile attached to GitHub releases is a ZIP archive ofskill/stata-cli/(top-level folderstata-cli/); unpack it and drop that folder into any agent's skills directory (Codex:~/.codex/skills/, Claude Code:~/.claude/skills/). - When changing CLI behavior or REPL behavior, verify the Rust tests and run real Stata smoke tests from
scene/(setSKIP_STATA_TESTS=1to skip them). - Real smoke tests should run from
scene/and usescene/grilic.dta. - The native Stata engine (
rust-cli/src/atom/stata_engine.rs) is the only module allowed to useunsafe; it wraps Stata'sStataSO_*C ABI behind a safe API. See the module docs and README.md ("Unsafe FFI") before touching it.
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 · 43 lines · 559 tokens per session scan A 41ca2a3225cc
Stata-CLI AGENTS.md is an instructions file published in the GitHub repository Utolaris/Stata-CLI (8 stars, last pushed 21d ago), licensed MIT. It adds 559 tokens to every session, about $0.0028 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
meta-llm-charter CLAUDE.md
Instructions for entropyvortex/meta-llm-charter, covering meta v3.1 core charter, bias, meta-0, r1 decompose and r2 ask gate.
awesome-reviewers CLAUDE.md
Instructions for baz-scm/awesome-reviewers, covering awesome reviewers — repository guidelines, what this project is, source of truth, site layer and machine interface.
code-context AGENTS.md
Instructions for infino-ai/code-context, covering code-context: notes for ai agents, project overview, repo map, build, test, gates and conventions.
gtm-cheat-codes AGENTS.md
Instructions for zapier/gtm-cheat-codes, covering agents.md and project overview.
gtm-cheat-codes CLAUDE.md
Instructions for zapier/gtm-cheat-codes, covering repo conventions and commits.
waybill AGENTS.md
Instructions for wardmos/waybill, covering agents.md, privacy, checks, commit messages and git history.