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 skills add causify-ai/helpers --skill project.write_prdgit clone --depth 1 https://github.com/causify-ai/helpersWrote 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/skills/causify-ai/helpers/project.write_prd)<a href="https://agentmods.dev/skills/causify-ai/helpers/project.write_prd"><img src="https://agentmods.dev/badge/skills/causify-ai/helpers/project.write_prd/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/skills/causify-ai/helpers/project.write_prd"><img src="https://agentmods.dev/badge/skills/causify-ai/helpers/project.write_prd.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 | $0.00015 | $0.00561 |
| Opus 5.5 | $0.00006 | $0.00224 |
| Sonnet 5.5 | $0.00003 | $0.00112 |
| Haiku 4.5 | $0.00002 | $0.00056 |
Grade A, and why
project.write_prd 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 4d 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.
This is a copy
91% identical to project.write_prd — 34 lines differ, which has more behind it and is treated as the original. This page carries a canonical link to it rather than competing with it.
What it actually says
Goal
- Given an idea, write
docs/01-prd.md: what the product must do and must not do - Do not design the solution and do not write code
Input
<IDEA>: an idea file (e.g.,research/ideas/<name>.md) or a free-text description<DOCS_DIR>: thedocs/dir of the project, optional- If missing, use
docs/in the current dir
- If missing, use
Workflow
Read the Idea
- Read
<IDEA>and the files it links to (papers, related ideas, existing code) - Read the existing docs in
<DOCS_DIR>, if any, to avoid repeating them
Ask If the Idea Is Unclear
- If the goal, the users, or the scope is not perfectly clear:
- Do not write the PRD
- Ask the user for clarification
- Wait for the answers
- Do not guess a requirement to fill a section
- Put each unresolved item in "Open Questions"
Write the PRD
- Create
<DOCS_DIR>/01-prd.md - Follow the rules in
.claude/skills/project.rules.mdsection "Write a PRD" - Follow the template
.claude/templates/project_prd.template.md - Follow
.claude/skills/markdown.rules.mdand.claude/skills/text.rules.md - Point to the idea file and to the background instead of copying them
Update the Index
- If
<DOCS_DIR>/README.mdexists, add a row for01-prd.md, per.claude/skills/project.rules.mdsection "Write an Index in docs/README.md"
Conventions
- Follow
.claude/skills/project.rules.mdfor the docs of a project - Follow
.claude/skills/markdown.rules.mdand.claude/skills/text.rules.md
Constraints
- Do not describe the solution: that is the job of
architecture.write_design - Do not commit any change
- Do not create a GitHub issue
Verification
- Every requirement is an H3
### `R<N>` (<short description>)and a test can check it - The non-goals are listed
- Every open question is numbered
- The PRD does not contain design or code
- The row for
01-prd.mdis in<DOCS_DIR>/README.md, if the file exists
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.
- 4d ago Changed 31ceb615c709
- 6d ago Changed · +1 lines daee6c621109
- 9d ago First seen · 65 lines · 15 tokens per session scan A 4a3096ff6a99
project.write_prd is a skill published in the GitHub repository causify-ai/helpers (0 stars, last pushed 5d ago), licensed Apache-2.0. It adds 15 tokens to every session and 561 once invoked, about $0.0001 per session on Opus 5.5. A static security scan graded it A with 0 findings. It is 91% identical to project.write_prd, differing in 34 lines, and is treated as a copy.
project.write_prd compared with skills from other repositories
| Mod | Type | Stars | Last push | Licence | Scan | Tokens | Works with |
|---|---|---|---|---|---|---|---|
| project.write_prdcausify-ai/helpers | Skill | 0 | 5d ago | Apache-2.0 | A | 15 | Claude Code |
| imagegenopenai/codex | Skill | 134k | today | Apache-2.0 | A | 113 | Codex |
| local-ai-agentsmicrosoft/ai-agents-for-beginners | Skill | 79k | today | MIT | A | 200 | Claude Code, Codex |
| playwright-climicrosoft/playwright | Skill | 99k | today | Apache-2.0 | A | 19 | Claude Code |
| systematic-debuggingobra/superpowers | Skill | 314k | 3d ago | MIT | A | 21 | Claude Code |
| next-cache-components-adoptionvercel/next.js | Skill | 143k | today | MIT | A | 95 | Claude Code |
| chat-pet-sprite-creationmicrosoft/vscode | Skill | 195k | today | MIT | A | 53 | Claude Code, Codex |