Borrowing it
Nothing to install: this file belongs to GraflowAI/graflow. 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/GraflowAI/graflow/main/AGENTS.mdgit clone --depth 1 https://github.com/GraflowAI/graflowWrote 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/graflowai/graflow/agents-md)<a href="https://agentmods.dev/instructions/graflowai/graflow/agents-md"><img src="https://agentmods.dev/badge/instructions/graflowai/graflow/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/graflowai/graflow/agents-md"><img src="https://agentmods.dev/badge/instructions/graflowai/graflow/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 | $0.00757 | $0.00757 |
| Opus 5.5 | $0.00303 | $0.00303 |
| Sonnet 5.5 | $0.00151 | $0.00151 |
| Haiku 4.5 | $0.00076 | $0.00076 |
Grade A, and why
graflow 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.
How it starts
The opening of the file, as written. The whole thing — 52 lines — stays where its author put it; the contents beside it link to each section on GitHub.
Repository Guidelines
Project Structure & Module Organization
graflow/: Source code.core/: Workflow engine, tasks, graph, decorators, handlers, checkpoints.channels/: In‑memory/Redis channels and typing helpers.queue/: In‑memory/Redis task queues.coordination/: Coordinators, executors, multiprocessing/Redis integration.worker/: Worker entrypoints and handlers.hitl/: Human-in-the-Loop (HITL) feedback management.llm/: LLM integration and agent management.trace/: Tracing and observability (Langfuse integration).api/: REST API for workflow management and HITL feedback.serialization/: Task serialization utilities.debug/: Debugging and visualization tools.utils/,exceptions.py,__init__.py.
tests/: Pytest suite by domain (e.g.,core/,queue/,scenario/,integration/).examples/: Runnable examples (e.g.,examples/simple_workflow_example.py).docs/: Architecture notes and dev plans.
Build, Test, and Development Commands
make install/make install-dev: Sync deps withuv(dev adds lint/test tools).make format: Auto‑fix common style issues viaruff.make lint: Runruffandmypy.make check: Type check only (mypy).make test: Run unit tests (pytest -v).make test-cov: Run tests with coverage report.make check-all: Format, lint, and test.make py examples/simple_test.py: Run a file withPYTHONPATH=.usinguv.
Prereqs: Python 3.11+, uv installed. Examples using Redis assume a local Redis at localhost:6379.
Coding Style & Naming Conventions
- Indentation: 4 spaces; max line length: 120.
- Types: Add explicit annotations (mypy is strict on untyped defs).
- Naming:
snake_casefor functions/vars,PascalCasefor classes, module names lowercase. - Imports: Group and sort (
ruff/isort settings; first‑party isgraflow).
Testing Guidelines
- Framework:
pytest. Tests live undertests/and followtest_*.pynaming. - Markers:
@pytest.mark.integrationfor external‑service tests (e.g., Redis). Example:uvx pytest -m 'not integration'. - Run:
make testlocally before PRs. Usemake test-covfor coverage when changing core logic.
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 · 52 lines · 757 tokens per session scan A 1f7b498e0336
graflow AGENTS.md is an instructions file published in the GitHub repository GraflowAI/graflow (41 stars, last pushed 13d ago), licensed Apache-2.0. It adds 757 tokens to every session, about $0.0030 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.
graflow AGENTS.md compared with instructions from other repositories
| Mod | Type | Stars | Last push | Licence | Scan | Tokens | Works with |
|---|---|---|---|---|---|---|---|
| graflow AGENTS.mdGraflowAI/graflow | Instructions file | 41 | 13d ago | Apache-2.0 | A | 757 | Codex, OpenCode |
| flow-like copilot-instructions.mdRheosoph/flow-like | Instructions file | 972 | yesterday | none | A | 1,349 | GitHub Copilot |
| 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 |