Borrowing it
Nothing to install: this file belongs to MichaelCereda/stampo. 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/MichaelCereda/stampo/master/AGENTS.mdgit clone --depth 1 https://github.com/MichaelCereda/stampoWrote 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/michaelcereda/stampo/agents-md)<a href="https://agentmods.dev/instructions/michaelcereda/stampo/agents-md"><img src="https://agentmods.dev/badge/instructions/michaelcereda/stampo/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/michaelcereda/stampo/agents-md"><img src="https://agentmods.dev/badge/instructions/michaelcereda/stampo/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 | $0.00813 | $0.00813 |
| Opus 5.5 | $0.00325 | $0.00325 |
| Sonnet 5.5 | $0.00163 | $0.00163 |
| Haiku 4.5 | $0.00081 | $0.00081 |
Grade A, and why
stampo AGENTS.md scanned grade A with 1 finding against 26 rules in 11 categories — prompt injection, anti-refusal, data exfiltration, privilege escalation, supply chain, agent snooping, system-prompt leakage, SSRF and excessive agency — measured 1mo ago.
A static scan of the body, not an audit. Every finding is printed with the line that produced it so you can judge whether it matters here. A mod is markdown that instructs an agent; that is exactly why what it instructs is worth reading.
Makes network callslowCapability
Not a fault in itself. Listed so you know the mod talks to something, and to what.
http_tool.rs -- curl/wget detection, command generation, remote fetching How it starts
The opening of the file, as written. The whole thing — 75 lines — stays where its author put it; the contents beside it link to each section on GitHub.
Stampo Agent Instructions
Stampo generates CLIs from YAML configs and OpenAPI specs. See README.md for features and docs/ for full documentation.
Build & Test
Requires Rust toolchain via mise:
eval "$(mise activate zsh)" && cargo build
eval "$(mise activate zsh)" && cargo test
Project Structure
src/
main.rs -- Entry point, mode dispatch (~230 lines)
init.rs -- Init flow, default config creation, references, base-dir resolution
refresh.rs -- Refresh and update-check logic
shell.rs -- Shell detection, alias install, completion hooks
cli.rs -- CLI construction (clap builder API), command execution
config.rs -- Config loading, validation, placeholder/env-var replacement
models.rs -- YAML data structures (Configuration, Command, Flag, CmdType)
cache.rs -- Trusted config storage (~/.stampo/aliases/), SHA-256 hashing
style.rs -- Color output (ANSI, NO_COLOR, --color flag)
errors.rs -- Error types
openapi/
mod.rs -- Public API: process_openapi_source()
parser.rs -- OpenAPI 3.0 spec parsing via openapiv3
transform.rs -- Spec-to-Configuration transformation, path hierarchy, flag generation
http_tool.rs -- curl/wget detection, command generation, remote fetching
tests/
integration.rs -- End-to-end CLI tests (init, completions, OpenAPI, live shell tests)
fixtures/ -- Test YAML configs and OpenAPI specs
docs/
getting-started.md -- Step-by-step setup guide
configuration-reference.md -- Full YAML schema reference
openapi-guide.md -- OpenAPI usage guide
setup-guide.md -- Installation and setup
Architecture
- Dynamic CLI from YAML -- commands are loaded at runtime, must use clap builder API (not derive)
- Two modes: installer (
stampo init) and alias (stampo --alias-mode <name>) - OpenAPI support: specs transformed to Configuration structs at init time, commands use curl/wget
- Trust model: configs cached with SHA-256 in
~/.stampo/aliases/<name>/ - Zero network footprint: no HTTP client in the binary, curl/wget for external tools only
- Placeholder syntax:
${{flag_name}}and${{env.VAR_NAME}} - Shell support: bash, zsh, fish, powershell (functions + tab completion)
- Output: stdout for command output only, stderr for all stampo messages
- POSIX-safe: ASCII-only output, no emojis
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.
- 1mo ago First seen · 75 lines · 813 tokens per session scan A d8a9ce3b98c3
stampo AGENTS.md is an instructions file published in the GitHub repository MichaelCereda/stampo (5 stars, last pushed 2mo ago), licensed MIT. It adds 813 tokens to every session, about $0.0033 per session on Opus 5.5. A static security scan graded it A with 1 finding (makes network calls). 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).
deepseek-harness AGENTS.md
AGENTS.md instructions for deepseek-ai/deepseek-harness, covering agents.md, pre-stable apis and released session data, repository layout, commands and host sandbox failures.