Borrowing it
Nothing to install: this file belongs to nurettincoban/ai-prd-workflow. 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/nurettincoban/ai-prd-workflow/main/AGENTS.mdgit clone --depth 1 https://github.com/nurettincoban/ai-prd-workflowWrote 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/nurettincoban/ai-prd-workflow/agents-md)<a href="https://agentmods.dev/instructions/nurettincoban/ai-prd-workflow/agents-md"><img src="https://agentmods.dev/badge/instructions/nurettincoban/ai-prd-workflow/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/nurettincoban/ai-prd-workflow/agents-md"><img src="https://agentmods.dev/badge/instructions/nurettincoban/ai-prd-workflow/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 | $0.00437 | $0.00437 |
| Opus 5.5 | $0.00175 | $0.00175 |
| Sonnet 5.5 | $0.00087 | $0.00087 |
| Haiku 4.5 | $0.00044 | $0.00044 |
Grade A, and why
ai-prd-workflow 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 14d 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
Working on ai-prd-workflow
This repository is a set of prompts. The prompt files at the repo root are the product; everything else exists to ship them and to check them. Read CONTRIBUTING.md for the full rules; these are the ones an AI agent most often gets wrong.
- Edit the root prompts, never
skills/.skills/is generated from the root prompts by./install.sh --build. After changing a prompt, rebuild and commitskills/in the same commit. - Shared sections live in
shared/. Some sections appear word for word in several prompts. Edit the file inshared/and runpython3 scripts/check-prompts.py --fix; editing one copy fails CI. - Contracts move with the prompts. If a prompt starts or stops reading or writing an artifact (PRD.md, FEATURES.md, RFCS.md, ...), update the contracts table in CONTRIBUTING.md in the same commit.
- The example is real output.
examples/url-shortener/after/was produced by running the commands. Do not hand-edit it to match a prompt change; rerun the commands, or leave it and say it predates the change. - README changes reach the translations. The
README.*.mdtranslations (zh-CN, tr, ja, ko, es) followREADME.md. Update them in the same change, keeping commands, code and file names in English, or tell the user they are now behind. - Versions move together.
VERSIONininstall.sh,versionin.claude-plugin/plugin.json, and the CHANGELOG entry.
Before committing, run:
python3 scripts/check-prompts.py
python3 -m unittest discover scripts
./install.sh --build && bash scripts/test-install.sh
When writing prompt text: keep it tool-agnostic and concrete, and say why a rule exists when the reason is not obvious — the existing prompts do this, and the reasons are what stop a later edit from "simplifying" the rule away.
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.
- 14d ago First seen · 21 lines · 437 tokens per session scan A edee605785f4
ai-prd-workflow AGENTS.md is an instructions file published in the GitHub repository nurettincoban/ai-prd-workflow (301 stars, last pushed 7d ago), licensed MIT. It adds 437 tokens to every session, about $0.0017 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 2026-10-02.
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