prd-implementation-precheck
Implement PRDs/specs with a mandatory precheck review before coding. Use when a user asks to implement a PRD/feature spec/requirements doc or says "implement PRD/spec". Perform a preflight review, raise questions on scope/consistency/risks, then implement after confirmation.
What this skill does
# PRD Implementation Precheck
## Overview
Perform a short PRD precheck, present issues and questions, then implement only after the user confirms or adjusts the PRD.
## Workflow
1. Locate the PRD and any referenced files.
2. Precheck the PRD and summarize intent in 1-2 sentences.
3. List findings and questions (blockers first), then ask for confirmation to proceed.
4. After confirmation, implement the PRD with minimal, consistent changes.
5. Validate (tests or manual steps) or state what was not run.
## Precheck Checklist
### Basic Checks
- **Scope**: Identify over-broad changes; suggest a smaller, targeted approach.
- **Alignment**: Flag conflicts with existing patterns or architecture; propose alternatives.
- **Dependencies**: Note missing hooks/providers/data sources or unclear ownership.
- **Behavior**: Verify flows and edge cases are specified; ask for gaps.
- **Risks**: Call out performance, regressions, or migration risks.
- **Testing**: Check success criteria and test coverage; request specifics if vague.
### Edge Case Coverage Checks
Verify the PRD addresses these edge cases (mark as ⚠️ if missing):
#### Data Boundaries
- [ ] **Null/Empty handling** - What happens with empty inputs or null values?
- [ ] **Boundary values** - Are min/max limits defined? What happens at boundaries?
- [ ] **Duplicate data** - How are duplicates detected and handled?
- [ ] **Data format** - Are input formats validated? What about special characters?
#### State Boundaries
- [ ] **State transitions** - Are all valid state transitions defined?
- [ ] **Invalid transitions** - What happens on illegal state changes?
- [ ] **Concurrent modifications** - How are simultaneous edits handled?
- [ ] **Rollback scenarios** - Can operations be undone? How?
#### Error Boundaries
- [ ] **Network failures** - What happens when API calls fail?
- [ ] **Timeout behavior** - Are timeouts defined? What's the retry strategy?
- [ ] **Partial failures** - If step 2 of 3 fails, what happens to step 1?
- [ ] **Error messages** - Are user-facing error messages defined?
#### UX Boundaries
- [ ] **Empty states** - What does the user see with no data?
- [ ] **Loading states** - How is loading indicated?
- [ ] **Success feedback** - How does the user know the action succeeded?
- [ ] **Permission denied** - What happens when user lacks permission?
### Codebase Consistency Checks
Scan the codebase to verify PRD aligns with existing patterns:
```bash
# Check if PRD's proposed patterns match existing code
grep -r "pattern_from_prd" src/ --include="*.ts"
```
- [ ] **Delete strategy** - Does PRD match existing soft/hard delete pattern?
- [ ] **Error handling** - Does PRD use the same error display mechanism?
- [ ] **Component reuse** - Does PRD leverage existing components?
- [ ] **API patterns** - Does PRD follow existing API conventions?
## Output Format
### Precheck Report Template
```markdown
## PRD Precheck Report
### Summary
{1-2 sentence summary of what the PRD aims to achieve}
### ✅ Covered Edge Cases
- {List edge cases that are well-defined in the PRD}
### ⚠️ Missing Edge Cases
| Edge Case | Category | Suggested Default | Needs Confirmation |
|-----------|----------|-------------------|-------------------|
| Empty list display | UX | Use existing EmptyState | No |
| Concurrent edit | State | Last write wins | **Yes** |
### 🔴 Blockers
- {Critical issues that must be resolved before implementation}
### 🟡 Warnings
- {Non-critical issues that should be addressed}
### Questions for User
1. {Specific question about missing edge case}
2. {Specific question about ambiguous requirement}
---
**Proceed as-is, or update the PRD?**
```
## Output Expectations
- Provide a concise precheck report with questions and risks.
- Ask explicitly: "Proceed as-is, or update the PRD?"
- If no blockers, state assumptions and continue only with user approval.
Related in Writing & Docs
jax-development
IncludedUse this skill when the user is writing, debugging, profiling, refactoring, reviewing, benchmarking, parallelising, exporting, or explaining JAX code, or when they mention JAX, jax.numpy, jit, grad, value_and_grad, vmap, scan, lax, random keys, pytrees, jax.Array, sharding, Mesh, PartitionSpec, NamedSharding, pmap, shard_map, Pallas, XLA, StableHLO, checkify, profiler, or the JAX repo. It helps turn NumPy or PyTorch-style code into pure functional JAX, fix tracer/control-flow/shape/PRNG bugs, remove recompiles and host-device syncs, choose transforms and sharding strategies, inspect jaxpr/lowering/IR, and benchmark compiled code correctly.
nature-article-writer
IncludedDrafts, rewrites, diagnostically critiques, and style-calibrates primary research manuscripts for Nature and Nature Portfolio journals. Use when the user wants a Nature-style title, summary paragraph or abstract, introduction, results, discussion, methods, figure legends, presubmission enquiry, cover letter, reviewer response, or when a scientific draft sounds generic, jargon-heavy, structurally weak, or AI-ish and needs precise, broad-reader-friendly prose without inventing data, analyses, or references. Best for primary research articles and letters rather than reviews or press releases unless explicitly adapting one.
deckrd
IncludedDocument-driven framework that derives requirements, specifications, implementation plans, and executable tasks from goals through structured AI dialogue. Use when user says "write requirements", "create spec", "plan implementation", "derive tasks", "structure this feature", "break down into tasks", or "document this module". Also use for reverse engineering existing code into docs (/deckrd rev). Do NOT use for direct code writing — use /deckrd-coder after tasks are generated. Do NOT use when the user only wants to run or fix existing code without planning.
clinical-decision-support
IncludedGenerate professional clinical decision support (CDS) documents for pharmaceutical and clinical research settings, including patient cohort analyses (biomarker-stratified with outcomes) and treatment recommendation reports (evidence-based guidelines with decision algorithms). Supports GRADE evidence grading, statistical analysis (hazard ratios, survival curves, waterfall plots), biomarker integration, and regulatory compliance. Outputs publication-ready LaTeX/PDF format optimized for drug development, clinical research, and evidence synthesis.
handling-sf-data
IncludedSalesforce data operations with 130-point scoring. Use this skill to create, update, delete, bulk import/export, generate test data, and clean up org records using sf CLI and anonymous Apex. TRIGGER when: user creates test data, performs bulk import/export, uses sf data CLI commands, needs data factory patterns for Apex tests, or needs to seed/clean records in a Salesforce org. DO NOT TRIGGER when: SOQL query writing only (use querying-soql), Apex test execution (use running-apex-tests), or metadata deployment (use deploying-metadata).
accelint-ac-to-playwright
IncludedConvert and validate acceptance criteria for Playwright test automation. Use when user asks to (1) review/evaluate/check if AC are ready for automation, (2) assess if AC can be converted as-is, (3) validate AC quality for Playwright, (4) turn AC into tests, (5) generate tests from acceptance criteria, (6) convert .md bullets or .feature Gherkin files to Playwright specs, (7) create test automation from requirements. Handles both bullet-style markdown and Gherkin syntax with JSON test plan generation and validation.