promote
Moves a proven pattern from Claude's auto-memory into the project's rule system, where it becomes an enforced instruction rather than a background note.
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Installation Guide
How to use promote on Cursor
AI-first code editor with Composer
Prerequisites
Before installing skills in Cursor, ensure your development environment meets these requirements:
- ›Cursor installed and configured on your machine
- ›Node.js 16+ with npm — verify with
node --version - ›Active project directory where you want to add
promote
Run the install command
Execute the skills CLI command in your project's root directory to begin installation:
Fetches promote from alirezarezvani/claude-skills and configures it for Cursor.
Select Cursor when prompted
The CLI shows a list of agents. Use arrow keys and space to select Cursor:
Verify installation
Confirm successful installation by checking the skill directory location:
Restart Cursor to activate promote. Access via /promote in your agent's command palette.
Security Notice
We perform automated surface-level scans (Gen AI Scanner, Socket, Snyk) during installation. These checks detect common vulnerabilities but do not guarantee complete security. Always review skill source code and verify the publisher's reputation before production use.
Skills execute code in your environment. Always review source, verify the publisher, and test in isolation before production.
Documentation
/si:promote — Graduate Learnings to Rules
Moves a proven pattern from Claude's auto-memory into the project's rule system, where it becomes an enforced instruction rather than a background note.
Usage
/si:promote <pattern description> # Auto-detect best target
/si:promote <pattern> --target claude.md # Promote to CLAUDE.md
/si:promote <pattern> --target rules/testing.md # Promote to scoped rule
/si:promote <pattern> --target rules/api.md --paths "src/api/**/*.ts" # Scoped with paths
Workflow
Step 1: Understand the pattern
Parse the user's description. If vague, ask one clarifying question:
- "What specific behavior should Claude follow?"
- "Does this apply to all files or specific paths?"
Step 2: Find the pattern in auto-memory
# Search MEMORY.md for related entries
MEMORY_DIR="$HOME/.claude/projects/$(pwd | sed 's|/|%2F|g; s|%2F|/|; s|^/||')/memory"
grep -ni "<keywords>" "$MEMORY_DIR/MEMORY.md"
Show the matching entries and confirm they're what the user means.
Step 3: Determine the right target
| Pattern scope | Target | Example |
|---|---|---|
| Applies to entire project | ./CLAUDE.md |
"Use pnpm, not npm" |
| Applies to specific file types | .claude/rules/<topic>.md |
"API handlers need validation" |
| Applies to all your projects | ~/.claude/CLAUDE.md |
"Prefer explicit error handling" |
If the user didn't specify a target, recommend one based on scope.
Step 4: Distill into a concise rule
Transform the learning from auto-memory's note format into CLAUDE.md's instruction format:
Before (MEMORY.md — descriptive):
The project uses pnpm workspaces. When I tried npm install it failed. The lock file is pnpm-lock.yaml. Must use pnpm install for dependencies.
After (CLAUDE.md — prescriptive):
## Build & Dependencies
- Package manager: pnpm (not npm). Use `pnpm install`.
Rules for distillation:
- One line per rule when possible
- Imperative voice ("Use X", "Always Y", "Never Z")
- Include the command or example, not just the concept
- No backstory — just the instruction
Step 5: Write to target
For CLAUDE.md:
- Read existing CLAUDE.md
- Find the appropriate section (or create one)
- Append the new rule under the right heading
- If file would exceed 200 lines, suggest using
.claude/rules/instead
For .claude/rules/:
- Create the file if it doesn't exist
- Add YAML frontmatter with
pathsif scoped - Write the rule content
---
paths:
- "src/api/**/*.ts"
- "tests/api/**/*"
---
# API Development Rules
- All endpoints must validate input with Zod schemas
- Use `ApiError` class for error responses (not raw Error)
- Include OpenAPI JSDoc comments on handler functions
Step 6: Clean up auto-memory
After promoting, remove or mark the original entry in MEMORY.md:
# Show what will be removed
grep -n "<pattern>" "$MEMORY_DIR/MEMORY.md"
Ask the user to confirm removal. Then edit MEMORY.md to remove the promoted entry. This frees space for new learnings.
Step 7: Confirm
✅ Promoted to {{target}}
Rule: "{{distilled rule}}"
Source: MEMORY.md line {{n}} (removed)
MEMORY.md: {{lines}}/200 lines remaining
The pattern is now an enforced instruction. Claude will follow it in all future sessions.
Promotion Decision Guide
Promote when:
- Pattern appeared 3+ times in auto-memory
- You corrected Claude about it more than once
- It's a project convention that any contributor should know
- It prevents a recurring mistake
Don't promote when:
- It's a one-time debugging note (leave in auto-memory)
- It's session-specific context (session memory handles this)
- It might change soon (e.g., during a migration)
- It's already covered by existing rules
CLAUDE.md vs .claude/rules/
| Use CLAUDE.md for | Use .claude/rules/ for |
|---|---|
| Global project rules | File-type-specific patterns |
| Build commands | Testing conventions |
| Architecture decisions | API design rules |
| Team conventions | Framework-specific gotchas |
Tips
- Keep CLAUDE.md under 200 lines — use rules/ for overflow
- One rule per line is easier to maintain than paragraphs
- Include the concrete command, not just the concept
- Review promoted rules quarterly — remove what's no longer relevant
List & Monetize Your Skill
Submit your Claude Code skill and start earning
Use Cases
User Story & Requirements Generation
Create detailed user stories, acceptance criteria, and feature specs
Example
Generate user stories for 'password reset feature' with acceptance criteria, edge cases, and test scenarios
Reduce spec writing time by 50%, ensure comprehensive coverage
Competitive Analysis
Research competitors, compare features, identify gaps
Example
Analyze 5 competitor products, create feature comparison matrix, suggest differentiation opportunities
Complete competitive research in 2 hours instead of 2 days
Roadmap Prioritization
Evaluate features using frameworks (RICE, ICE, Kano) and create prioritized backlogs
Example
Score 20 feature ideas using RICE framework, generate prioritized roadmap with rationale
Make data-driven prioritization decisions faster
Stakeholder Communication
Draft PRDs, status updates, and stakeholder presentations
Example
Create executive summary of Q3 roadmap, monthly progress report, feature launch announcement
Save 3-5 hours/week on communication overhead
Implementation Guide
Prerequisites
- ›Claude Desktop or compatible AI client
- ›Access to product documentation and roadmap tools (Jira, Notion, etc.)
- ›Understanding of product management frameworks (RICE, Jobs-to-be-Done, etc.)
- ›Stakeholder contact information and communication channels
Time Estimate
30-60 minutes to see productivity improvements
Steps
- 1Install product management skill
- 2Start with user story generation for known feature
- 3Progress to competitive analysis: research 2-3 competitors
- 4Use for roadmap prioritization: apply RICE/ICE scoring
- 5Draft stakeholder communications and refine based on feedback
- 6Build template library for recurring PM tasks
- 7Share effective prompts with product team
Common Pitfalls
- ⚠Not validating competitive research—verify facts before sharing
- ⚠Accepting user stories without involving engineering team
- ⚠Over-relying on frameworks without qualitative judgment
- ⚠Not customizing outputs to company culture and communication style
- ⚠Skipping stakeholder validation of generated requirements
Best Practices
✓ Do
- +Validate research and competitive analysis with real data
- +Collaborate with engineering when generating technical requirements
- +Customize frameworks and templates to your company context
- +Use skill for first drafts, refine with stakeholder input
- +Document successful prompt patterns for PM tasks
- +Combine AI efficiency with human judgment and intuition
✗ Don't
- −Don't publish competitive analysis without fact-checking
- −Don't finalize user stories without engineering review
- −Don't make prioritization decisions solely on AI scoring
- −Don't skip customer validation of generated requirements
- −Don't ignore company-specific context and culture
💡 Pro Tips
- ★Provide context: company goals, constraints, customer feedback
- ★Ask for alternatives: 'Show 3 ways to prioritize this roadmap'
- ★Request stakeholder-specific formatting: 'Executive summary vs. engineering spec'
- ★Use skill for 70% generation + 30% customization to company needs
When to Use This
✓ Use when
Use for user story writing, competitive research, roadmap prioritization, stakeholder communication, and PRD drafting. Best for reducing repetitive documentation and research work.
✗ Avoid when
Avoid for strategic product vision (requires deep customer empathy), pricing decisions (needs market and financial expertise), or when face-to-face customer discovery is more valuable than speed.
Learning Path
- 1Basic: user stories, feature specs, status updates
- 2Intermediate: competitive analysis, prioritization frameworks, PRDs
- 3Advanced: product strategy, go-to-market planning, OKR setting
- 4Expert: product vision, market positioning, business model innovation
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Reviews
- JJin Mensah★★★★★Dec 28, 2024
promote reduced setup friction for our internal harness; good balance of opinion and flexibility.
- HHana Sethi★★★★★Dec 24, 2024
Solid pick for teams standardizing on skills: promote is focused, and the summary matches what you get after install.
- DDhruvi Jain★★★★★Dec 20, 2024
Solid pick for teams standardizing on skills: promote is focused, and the summary matches what you get after install.
- AAnika Martin★★★★★Dec 20, 2024
Keeps context tight: promote is the kind of skill you can hand to a new teammate without a long onboarding doc.
- AAnika White★★★★★Dec 16, 2024
Registry listing for promote matched our evaluation — installs cleanly and behaves as described in the markdown.
- AAlexander Smith★★★★★Dec 16, 2024
promote has been reliable in day-to-day use. Documentation quality is above average for community skills.
- CCamila Yang★★★★★Dec 4, 2024
I recommend promote for anyone iterating fast on agent tooling; clear intent and a small, reviewable surface area.
- XXiao Menon★★★★★Nov 27, 2024
promote is among the better-maintained entries we tried; worth keeping pinned for repeat workflows.
- JJin Kapoor★★★★★Nov 23, 2024
promote reduced setup friction for our internal harness; good balance of opinion and flexibility.
- AAnaya Yang★★★★★Nov 19, 2024
I recommend promote for anyone iterating fast on agent tooling; clear intent and a small, reviewable surface area.
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