context-mate▌
jezweb/claude-skills · updated Apr 8, 2026
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A toolkit that works with Claude Code's natural flow. Use what helps, ignore what doesn't.
Context Mate
A toolkit that works with Claude Code's natural flow. Use what helps, ignore what doesn't.
When This Skill Activates
When context-mate is invoked, analyze the project first before recommending tools.
Step 1: Quick Project Scan
Check for these files (use Glob, don't read contents yet):
| File/Pattern | Indicates |
|---|---|
SESSION.md |
Session tracking active |
IMPLEMENTATION_PHASES.md |
Phased planning in use |
PROJECT_BRIEF.md |
Project explored/planned |
CLAUDE.md or .claude/ |
AI context exists |
.claude/rules/ |
Correction rules present |
package.json or requirements.txt |
Has dependencies |
tests/ or *.test.* |
Has test infrastructure |
Step 2: Git State (if git repo)
git status --short # Uncommitted changes?
git log --oneline -3 # Recent commit messages?
Step 3: Assess Stage and Recommend
Project Stages:
| Stage | Signs | Recommend |
|---|---|---|
| New Project | No CLAUDE.md, no phases | /explore-idea or /plan-project |
| Active Development | SESSION.md or phases exist | /continue-session, developer agents |
| Maintenance Mode | Docs exist, no SESSION.md | /plan-feature for new work, project-health for audits |
| Mid-Session | Uncommitted changes + SESSION.md | Continue current work, /wrap-session when done |
Step 4: Brief Output
Tell the user:
- What's already set up (e.g., "You have SESSION.md and phases - mid-project")
- What would help now (e.g., "Run
/continue-sessionto resume") - What's available but not in use (e.g., "No tests yet -
test-runneravailable")
Example:
Project Analysis
✓
CLAUDE.md- AI context configured ✓SESSION.md- Session tracking active (Phase 2 in progress) ✓.claude/rules/- 3 correction rules ○ No test files detectedRecommendations:
- Run
/continue-sessionto resume Phase 2 work- Use
commit-helperagent when ready to commit- Consider
test-runneragent when adding tests
Keep it under 10 lines. Don't overwhelm - just highlight what's relevant.
The name has a double meaning:
- Your friendly context companion (the toolkit)
- "It's all about the context, maaate!" (the philosophy)
This isn't "The Correct Way To Do Things" - these tools exist because context windows are real constraints, not because we're dictating methodology.
Quick Reference
Slash Commands (type these)
| Command | What it does |
|---|---|
/context-mate |
Analyze project, recommend tools |
/explore-idea |
Start with a vague idea |
/plan-project |
Plan a new project |
/plan-feature |
Plan a specific feature |
/wrap-session |
End work session |
/continue-session |
Resume from last session |
/docs-init |
Create project docs |
/docs-update |
Update docs after changes |
/brief |
Preserve context before clearing |
/reflect |
Capture learnings → rules, skills, memory |
/release |
Prepare for deployment |
Agents (Claude uses these automatically)
| Agent | What it does |
|---|---|
commit-helper |
Writes commit messages |
code-reviewer |
Reviews code quality |
debugger |
Investigates bugs |
test-runner |
Runs/writes tests |
build-verifier |
Checks dist matches source |
documentation-expert |
Creates/updates docs |
orchestrator |
Coordinates multi-step work |
Skills (background knowledge)
| Skill | What it provides |
|---|---|
project-planning |
Phase-based planning templates |
project-session-management |
SESSION.md patterns |
docs-workflow |
Doc maintenance commands |
deep-debug |
Multi-agent debugging |
project-health |
AI-readability audits |
developer-toolbox |
The 7 agents above |
The Toolkit at a Glance
┌─────────────────────────────────────────────────────────────┐
│ PROJECT LIFECYCLE │
├─────────────────────────────────────────────────────────────┤
│ /explore-idea → /plan-project → [work] → /wrap-session │
│ ↓ ↓ ↓ ↓ │
│ PROJECT_BRIEF PHASES.md SESSION.md git checkpoint │
│ ↓ │
│ /continue-session │
│ ↓ │
│ [resume work] │
│ ↓ │
│ /reflect → /release │
└─────────────────────────────────────────────────────────────┘
When To Use What
| You want to... | Use this |
|---|---|
| Explore a vague idea | /explore-idea |
| Plan a new project | /plan-project |
| Plan a specific feature | /plan-feature |
| End a work session | /wrap-session |
| Resume after a break | /continue-session |
| Create/update docs | /docs-init, /docs-update |
| Debug something stubborn | deep-debug skill |
| Review code quality | code-reviewer agent |
| Run tests with TDD | test-runner agent |
| Prepare a git commit | commit-helper agent |
| Verify build output | build-verifier agent |
| Check docs are AI-readable | context-auditor agent |
| Validate workflows work | workflow-validator agent |
| Check session handoff quality | handoff-checker agent |
Component Skills
Project Lifecycle (project-workflow)
Nine integrated commands for the complete project lifecycle:
| Command | Purpose |
|---|---|
/explore-idea |
Brainstorm and validate project concepts |
/plan-project |
Generate phased implementation plan |
/plan-feature |
Plan a specific feature addition |
/docs-init |
Create initial project documentation |
/docs-update |
Update docs after changes |
/wrap-session |
End session with git checkpoint |
/continue-session |
Resume from SESSION.md |
/reflect |
Review progress and plan next steps |
/release |
Prepare for deployment/release |
Invoke: Skill(skill: "project-workflow")
Session Management (project-session-management)
Track progress across context windows using SESSION.md with git checkpoints.
- Converts IMPLEMENTATION_PHASES.md into actionable tracking
- Creates semantic git commits as recovery points
- Documents concrete next actions for resumption
- Prevents context loss between sessions
Invoke: Skill(skill: "project-session-management")
Developer Agents (developer-toolbox)
Seven specialized agents for common development tasks:
| Agent | Use For |
|---|---|
commit-helper |
Generate meaningful commit messages |
code-reviewer |
Security, quality, architecture review |
debugger |
Systematic bug investigation |
test-runner |
TDD workflows, test creation |
build-verifier |
Verify dist/ matches source |
documentation-expert |
Create/update project docs |
orchestrator |
Coordinate multi-step projects |
Invoke: Skill(skill: "developer-toolbox")
Deep Debugging (deep-debug)
Multi-agent investigation for stubborn bugs that resist normal debugging.
- Spawns parallel investigation agents
- Cross-references findings
- Handles browser/runtime issues
- Best when going in circles on a bug
Invoke: Skill(skill: "deep-debug")
Quality Auditing (project-health)
Three agents for AI-readability and workflow quality:
| Agent | Purpose |
|---|---|
context-auditor |
Check if docs are AI-readable (score 0-100) |
workflow-validator |
Verify documented processes work (score 0-100) |
handoff-checker |
Validate session continuity quality (score 0-100) |
Invoke: Skill(skill: "project-health")
Documentation Lifecycle (docs-workflow)
Four commands for documentation management:
| Command | Purpose |
|---|---|
/docs |
Quick doc lookup |
/docs-init |
Create initial docs |
/docs-update |
Update after changes |
/docs-claude |
Generate AI-optimized CLAUDE.md |
Invoke: Skill(skill: "docs-workflow")
Core Concepts
Sessions ≠ Phases
Sessions are context windows (2-4 hours of work before context fills up).
Phases are work units (logical groupings like "Phase 1: Database Setup").
A phase might span multiple sessions. A session might touch multiple phases. They're independent concepts.
Checkpointed Progress
Git commits serve as semantic checkpoints, not just version control:
# Bad: commits as save points
git commit -m "WIP"
git commit -m "more changes"
# Good: commits as progress markers
git commit -m "Complete Phase 1: Database schema and migrations"
git commit -m "Phase 2 partial: Auth middleware working, UI pending"
When resuming via /continue-session, these commits tell the story of where you are.
Progressive Disclosure
Skills load incrementally to preserve context:
- Metadata (~50 tokens) - Always in context, triggers skill loading
- SKILL.md body (<5k words) - Loaded when skill activates
- Bundled resources - Loaded as needed (templates, references, scripts)
This means a 50-skill toolkit only costs ~2,500 tokens until you actually use something.
Skills Teach, Rules Correct
Two complementary knowledge systems:
| Skills | Rules | |
|---|---|---|
| Location | ~/.claude/skills/ |
.claude/rules/ (project) |
| Content | Rich bundles | Single markdown files |
| Purpose | Teach how to use X | Correct outdated patterns |
| Example | How to set up Tailwind v4 | Fix v3 syntax Claude might suggest |
Rules are project-portable - they travel with the repo so any Claude instance gets the corrections.
Sub-agents for Isolation
Heavy tasks (code review, debugging, testing) run in sub-agents to:
- Keep verbose output out of main context
- Allow parallel execution
- Provide specialized tool access
- Return concise summaries
Getting Started
New Project
/explore-idea # Optional: clarify what you're building
/plan-project # Generate phased plan
# Work on Phase 1...
/wrap-session # End with checkpoint
Resuming Work
/continue-session # Reads SESSION.md, suggests next steps
# Continue working...
/wrap-session # Checkpoint again
Adding a Feature
/plan-feature # Plan the specific feature
# Implement...
/wrap-session # Checkpoint
Debugging Session
# If normal debugging isn't working:
Skill(skill: "deep-debug")
# Spawns investigation agents
The Philosophy
Context windows are real. They fill up. Work gets lost. Sessions end.
These tools don't fight that - they work with it:
- SESSION.md captures state for next session
- Git checkpoints create recovery points
- Sub-agents keep heavy work isolated
- Progressive disclosure preserves context budget
Use what helps. Ignore what doesn't.
This is the knifey-spooney school of project management:
| Traditional PM | Context Mate |
|---|---|
| "Follow the methodology" | "She'll be right" |
| "Update the Gantt chart" | /wrap-session |
| "Consult the RACI matrix" | "Oi Claude, what next?" |
No ceremonies. No standups with your AI. No burndown charts.
If Homer Simpson can't figure it out in 30 seconds, it's too complicated.
It's all about the context, maaate. 🥄
How to use context-mate 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 development machine
- ›Node.js version 16.0+ with npm package manager (verify with
node --version) - ›Active project directory or workspace where you want to add context-mate
Execute installation command
Execute the skills CLI command in your project's root directory to begin installation:
The skills CLI fetches context-mate from GitHub repository jezweb/claude-skills and configures it for Cursor.
Select Cursor when prompted
The CLI will show a list of available agents. Use arrow keys to navigate and space to select Cursor:
Verify installation
Confirm successful installation by checking the skill directory location:
Reload or restart Cursor to activate context-mate. Access the skill through slash commands (e.g., /context-mate) or your agent's skill management interface.
Security & Verification 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 development environment. Always verify the publisher's identity, review recent commits, and test in isolated environments before production deployment.
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
Installation Steps
- 1.Install product management skill
- 2.Start with user story generation for known feature
- 3.Progress to competitive analysis: research 2-3 competitors
- 4.Use for roadmap prioritization: apply RICE/ICE scoring
- 5.Draft stakeholder communications and refine based on feedback
- 6.Build template library for recurring PM tasks
- 7.Share 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
Discussion
Product Hunt–style comments (not star reviews)- No comments yet — start the thread.
Ratings
4.5★★★★★64 reviews- ★★★★★Sofia Patel· Dec 20, 2024
context-mate reduced setup friction for our internal harness; good balance of opinion and flexibility.
- ★★★★★Camila Tandon· Dec 16, 2024
context-mate has been reliable in day-to-day use. Documentation quality is above average for community skills.
- ★★★★★Naina White· Dec 16, 2024
Useful defaults in context-mate — fewer surprises than typical one-off scripts, and it plays nicely with `npx skills` flows.
- ★★★★★Dhruvi Jain· Dec 12, 2024
We added context-mate from the explainx registry; install was straightforward and the SKILL.md answered most questions upfront.
- ★★★★★Ren Martin· Dec 12, 2024
context-mate fits our agent workflows well — practical, well scoped, and easy to wire into existing repos.
- ★★★★★Min Patel· Dec 8, 2024
context-mate fits our agent workflows well — practical, well scoped, and easy to wire into existing repos.
- ★★★★★Alexander Gonzalez· Dec 8, 2024
We added context-mate from the explainx registry; install was straightforward and the SKILL.md answered most questions upfront.
- ★★★★★Diego Abebe· Dec 4, 2024
Useful defaults in context-mate — fewer surprises than typical one-off scripts, and it plays nicely with `npx skills` flows.
- ★★★★★Nia Mensah· Nov 27, 2024
Useful defaults in context-mate — fewer surprises than typical one-off scripts, and it plays nicely with `npx skills` flows.
- ★★★★★Camila Verma· Nov 23, 2024
We added context-mate from the explainx registry; install was straightforward and the SKILL.md answered most questions upfront.
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