Borrowing it
Nothing to install: this file belongs to pipefy/ai-toolkit. 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/pipefy/ai-toolkit/main/AGENTS.mdgit clone --depth 1 https://github.com/pipefy/ai-toolkitWrote 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/pipefy/ai-toolkit/agents-md)<a href="https://agentmods.dev/instructions/pipefy/ai-toolkit/agents-md"><img src="https://agentmods.dev/badge/instructions/pipefy/ai-toolkit/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/pipefy/ai-toolkit/agents-md"><img src="https://agentmods.dev/badge/instructions/pipefy/ai-toolkit/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 | $0.03312 | $0.03312 |
| Opus 5.5 | $0.01325 | $0.01325 |
| Sonnet 5.5 | $0.00662 | $0.00662 |
| Haiku 4.5 | $0.00331 | $0.00331 |
Grade A, and why
ai-toolkit 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 8d 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.
Repository Guidelines
Documentation map
README.md: Project pitch, a quick-start table with the first command for each install path, what the toolkit connects to and installs, pointers to the docs.docs/install.md: Every install path in full, switching between them, tool-surface selection, and testing the Claude Code plugin from a checkout.CONTRIBUTING.md: Skills contribution guide (frontmatter, CI, style); entry point for GitHub contributors.docs/README.md: Index of docs by surface (MCP, CLI, SDK) and shared guides.docs/config.md:PIPEFY_*environment variables,config.tomlschema, precedence chain.docs/parity.md: MCP tool ↔ CLI command parity matrix. Source of truth for coverage and deferrals.docs/MIGRATION.md: What existing MCP users need to know about v0.1.docs/dependencies.md: Rationale for runtime dependencies.docs/uninstall.md:uninstall.sh --scanand teardown, and switching between the hosted, local, and plugin channels. The two root scripts are colocated soinstall.shanduninstall.shstay reviewable side by side; a test asserts every file the installer writes is one the teardown accounts for.docs/architecture.md: Intra-package layering (domain, adapter, composition root), type ownership at boundaries, ports, and the alternative-constructor guide.docs/mcp/tools/: Per-area MCP tool reference (parameters, edge cases, cross-cutting behavior). Includesidentifiers.md, the canonical map of which tool/argument expects slug vsinternal_idvs uuid vs numeric id.docs/cli/: CLI-specific guides (e.g. introspect-then-execute).docs/sdk/README.md: Usingpipefyas a library.skills/AGENTS.md: Skill-authoring guide (frontmatter, naming, style). Start here before adding a skill.skills/onboarding/pipefy-toolkit-setup/: First-time setup checklist for agents (links to the install guide; does not own commands).
Project structure
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.
- 8d ago Changed · +3 lines · +103 tokens per session 8b2b14c083a5
- 11d ago Changed · +25 tokens per session 0f5e7af92602
- 1mo ago First seen · 157 lines · 3,184 tokens per session scan A 6cdc0aa4f213
ai-toolkit AGENTS.md is an instructions file published in the GitHub repository pipefy/ai-toolkit (50 stars, last pushed yesterday), licensed Apache-2.0. It adds 3,312 tokens to every session, about $0.0132 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 2026-08-30.
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.