context-mate

jezweb/claude-skills · updated Apr 8, 2026

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$npx skills add https://github.com/jezweb/claude-skills --skill context-mate
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summary

A toolkit that works with Claude Code's natural flow. Use what helps, ignore what doesn't.

skill.md

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:

  1. What's already set up (e.g., "You have SESSION.md and phases - mid-project")
  2. What would help now (e.g., "Run /continue-session to resume")
  3. What's available but not in use (e.g., "No tests yet - test-runner available")

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 detected

Recommendations:

  • Run /continue-session to resume Phase 2 work
  • Use commit-helper agent when ready to commit
  • Consider test-runner agent when adding tests

Keep it under 10 lines. Don't overwhelm - just highlight what's relevant.


The name has a double meaning:

  1. Your friendly context companion (the toolkit)
  2. "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:

  1. Metadata (~50 tokens) - Always in context, triggers skill loading
  2. SKILL.md body (<5k words) - Loaded when skill activates
  3. 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

How to use context-mate on Cursor

AI-first code editor with Composer

1

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
2

Execute installation command

Execute the skills CLI command in your project's root directory to begin installation:

$npx skills add https://github.com/jezweb/claude-skills --skill context-mate

The skills CLI fetches context-mate from GitHub repository jezweb/claude-skills and configures it for Cursor.

3

Select Cursor when prompted

The CLI will show a list of available agents. Use arrow keys to navigate and space to select Cursor:

◆ Which agents do you want to install to?
│ ── Universal (.agents/skills) ── always included ────
│ • Amp
│ • Antigravity
│ • Cline
│ • Codex
│ ●Cursor(selected)
│ • Cursor
│ • Windsurf
4

Verify installation

Confirm successful installation by checking the skill directory location:

.cursor/skills/context-mate

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

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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. 1.Install product management skill
  2. 2.Start with user story generation for known feature
  3. 3.Progress to competitive analysis: research 2-3 competitors
  4. 4.Use for roadmap prioritization: apply RICE/ICE scoring
  5. 5.Draft stakeholder communications and refine based on feedback
  6. 6.Build template library for recurring PM tasks
  7. 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

  1. 1Basic: user stories, feature specs, status updates
  2. 2Intermediate: competitive analysis, prioritization frameworks, PRDs
  3. 3Advanced: product strategy, go-to-market planning, OKR setting
  4. 4Expert: product vision, market positioning, business model innovation

Discussion

Product Hunt–style comments (not star reviews)
  • No comments yet — start the thread.
general reviews

Ratings

4.564 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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