create-prd — independently scanned and version-tracked by SaferSkills.
SaferSkills independently audited create-prd (Agent Skill) and scored it 100/100 (green). The audit ran 55 deterministic rules across Security, Supply Chain, Maintenance, Transparency, and Community; it found 0 high-severity and 0 lower-severity findings. The full rule-by-rule trace and per-finding evidence are below. Free, methodology-open.
Findings & checks · 0 flagged
Every scanned point with the score it earned and what moved between them.
First recorded scan — no prior version to compare against.
The primary manifest — the file an agent reads to learn what this artifact does.
Create a formal Product Requirements Document that captures what was discussed and what needs to be built. A PRD bridges conversation and implementation — it's the single source of truth for what the product or feature should do.
prd-to-tasks for task breakdowngrill-me sessionsproject-files)grill-me sessionUse this exact template. Fill in all sections that apply. Delete sections that don't.
# PRD: [Feature/Product Name]
**Status:** Draft | Review | Approved
**Created:** YYYY-MM-DD
**Author:** AI Agent (from discussion with [user])
**Version:** 1.0
---
## Executive Summary
2-3 sentences. What are we building and why? Anyone should understand this.
---
## Problem Statement
What problem does this solve? Who has this problem? How do they solve it today
(if at all)? Include specific pain points.
---
## Goals
- **Goal 1:** What we WILL achieve
- **Goal 2:** ...
---
## Non-Goals
- **Non-Goal 1:** What we explicitly will NOT do (scope boundaries)
- **Non-Goal 2:** ...
---
## User Stories
Format: "As a [user type], I want to [action] so that [benefit]."
### Must Have (P0)
- As a [user], I want to [action] so that [benefit].
- As a [user], I want to [action] so that [benefit].
### Should Have (P1)
- As a [user], I want to [action] so that [benefit].
### Nice to Have (P2)
- As a [user], I want to [action] so that [benefit].
---
## Functional Requirements
### FR-1: [Feature Area]
- System must [behavior]
- System must [behavior]
- Edge case: [what happens when...]
### FR-2: [Feature Area]
- ...
---
## Non-Functional Requirements
| Category | Requirement | Target |
|----------------|------------------------------------------|-----------------|
| Performance | [e.g., API response time] | < 200ms p95 |
| Security | [e.g., auth mechanism] | JWT + HTTPS |
| Accessibility | [e.g., WCAG level] | AA |
| Reliability | [e.g., uptime] | 99.9% |
| Scalability | [e.g., concurrent users] | 1000 CCU |
---
## Constraints
- **Technical:** Must use [stack/technology]. Must integrate with [system].
- **Timeline:** Needs to ship by [date] or fits into [release].
- **Budget:** [If applicable]
- **Team:** [If known]
---
## Dependencies
- **External:** [Third-party API, service, library]
- **Internal:** [Other team, module, or feature that must be ready first]
---
## Open Questions
- [ ] Question 1 — who can answer this?
- [ ] Question 2 — must resolve before implementation starts
- [ ] Question 3 — can defer to later phase
---
## Success Metrics
How will we know this is successful?
- **Metric 1:** [e.g., 80% of users complete onboarding]
- **Metric 2:** [e.g., support tickets for auth drop by 50%]
- **Metric 3:** [e.g., page load time under 1.5s]
---
## Risks & Mitigations
| Risk | Impact | Likelihood | Mitigation |
|-----------------------------------------|--------|------------|------------------------------------|
| [What could go wrong] | High | Medium | [How we'll prevent or handle it] |
| [What could go wrong] | Medium | Low | [How we'll prevent or handle it] |
---
## Appendix
### References
- [Link to design mockup]
- [Link to technical spec]
- [Link to relevant discussion/issue]
### Glossary
- **Term:** DefinitionReview the recent conversation. Identify:
If context is thin, use grill-me to fill gaps before creating the PRD.
Write the PRD following the template above. Prioritize:
For sections the user hasn't addressed, apply reasonable defaults and mark them clearly:
## Non-Functional Requirements
_Not discussed. Assuming standard web app defaults:_
| Category | Requirement | Target |
|-------------|----------------------|------------|
| Performance | API response time | < 500ms |
| Security | Authentication | JWT |Any assumption that might be wrong goes in Open Questions:
## Open Questions
- [ ] Should this support offline mode? (assumed NO)
- [ ] Preferred auth provider? (assumed custom JWT)Present the PRD and ask the user to review:
Here's the PRD for [feature]. Key decisions:
- [Decision 1]
- [Decision 2]
- [Decision 3]
Open questions I still have:
- [Question 1]
- [Question 2]
Does this look right? Anything to add or change?Update the PRD based on feedback. Increment version on each significant revision.
Write the PRD to a file named after the feature:
# In the project root or docs/ directory:
PRD-<feature-name>.md
# Examples:
PRD-user-authentication.md
PRD-search-functionality.md
PRD-admin-dashboard.mdIf using project-files, the PRD can live alongside PLAN.md, SPEC.md, etc.
grill-me → PRDgrill-me session clarifies requirements →
create-prd codifies them into a formal document →
prd-to-tasks breaks them into implementation tasks →
implement-tasks executesprd-to-tasksThe PRD is the input to prd-to-tasks. Every user story and functional requirement in the PRD maps to one or more tasks.
mixture-of-expertsShare the PRD with MoE experts for architecture, security, and performance review:
PRD_CONTENT=$(cat PRD-feature.md)
pi -p "Review this PRD for completeness, risks, and missing requirements:\n\n$PRD_CONTENT" \
--system-prompt "You are a senior product manager..."# PRD: Add Dark Mode
**Status:** Draft | **Created:** 2026-04-27 | **Version:** 1.0
## Executive Summary
Add a dark mode toggle to the application. Users have requested this for
reduced eye strain during night use.
## Problem Statement
The app currently only supports light mode. Users working in low-light
environments report eye strain. Competitor apps all support dark mode.
## Goals
- Add dark mode toggle in user settings
- Respect OS-level color scheme preference
- Cover all existing screens and components
## Non-Goals
- Custom theme builder (just light/dark)
- Per-component color overrides
- Scheduled theme switching
## User Stories
### Must Have (P0)
- As a user, I want to toggle between light and dark mode so that I can
reduce eye strain in low-light environments.
- As a user, I want the app to follow my OS color scheme by default so
that I don't need to configure it manually.
### Nice to Have (P2)
- As a user, I want my preference to persist across sessions so that
I don't need to re-set it.
## Functional Requirements
### FR-1: Theme Toggle
- System must provide a toggle in the settings menu
- System must apply the selected theme immediately across all screens
- System must persist the user's choice to localStorage
### FR-2: OS Preference Detection
- System must detect `prefers-color-scheme` on first visit
- If user hasn't set a preference, default to OS preference
## Open Questions
- [ ] Should we animate the theme transition? (leaning: yes, 300ms ease)See the template above — fill all sections for features with significant scope.
If asked to create a PRD with no context:
I don't have enough context to create a meaningful PRD.
Let me ask a few questions first (using grill-me):
1. What's the problem we're solving?
2. Who is the target user?
3. What's the scope — MVP or full feature?
Then I'll draft the PRD.If the user mentions conflicting requirements, flag them:
## Open Questions
- [ ] **CONFLICT:** User wants both "instant load" and "real-time data from slow
external API." These conflict — which takes priority? Options:
A) Show cached data instantly, refresh in background
B) Show loading state, always show fresh dataKeep non-goals tight:
## Non-Goals
- ❌ User suggested "also add X while we're at it" — deferred to v2.
- ❌ Integration with Y service — separate PRD if needed later.~30 seconds. Free. No account. Every finding cites a rule and a line of evidence.