tutorial
Skill2 starsChanged 9 months agoMITView on GitHub
Use when first using Specialist Agent, onboarding a new team member, or wanting to explore available agents and skills.
10 other projects use a version of this.
Adopted by
Most recently taken up by
- egregore-labs/egregoretheir own version, first seen Nov 6, 2026
- Ivan-n-Beliaev/claude-skillstheir own version, first seen Oct 17, 2026
- apify/apify-docstheir own version, first seen Oct 8, 2026
- me2resh/apexyardtheir own version, first seen Oct 8, 2026
- aayushostwal/nexustheir own version, first seen Aug 10, 2026
- Q00/ouroborostheir own version, first seen Jul 31, 2026
Used with
Projects with it also use update.
Other files people use alongside this one.
Files found in the same public projects as a version of this one, more often than they turn up anywhere else. Each project counts once, large collections count for less, and this file's own repository is left out.
AnthropicSkillupdate
Sync tasks and refresh memory from your current activity. Use when pulling new assignments from your project tracker into TASKS.md, triaging stale or overdue tasks, filling memory gaps for unknown people or projects, or running a comprehensive scan to catch todos buried in chat and email.
Also in 3 projects that use this
Other versions10 projects use a version of this.
Word for word · 0
None found.
Edited · 0
None found.
Wrote their own version · 10
- Q00/ouroboros★ 6.3ksame name
- agenticnotetaking/arscontexta★ 3.5ksame name
- bitwize-music-studio/claude-ai-music-skills★ 589same name
- me2resh/apexyard★ 542same name
- egregore-labs/egregore★ 293same name
- apify/apify-docs★ 88same name
- renatoworks/strudel-claude★ 61same name
- aayushostwal/nexus★ 19same name
- LilithLabs/lilith★ 1same name
- Ivan-n-Beliaev/claude-skills★ 0same name
How matches are found. Word for word: the exact same text. Edited: shares passages with this file (“99% same” means 99% of its five-word phrases also appear here; 10% or more counts). Their own version: similar meaning, or, weakest, the same name. We can’t tell which project had it first. Projects are counted among the 200 most-starred candidates, and mentions are links to the repository we found, up to 50 per site, so both counts are a floor.
In this repository22 other files it gives its agents.
- CLAUDE.mdCLAUDE.md
- auditSkill
- brainstormSkill
- checkpointSkill
- codereviewSkill
- commitSkill
- debugSkill
- estimateSkill
- finishSkill
- healthSkill
- learnSkill
- lintSkill
- migrate-architectureSkill
- migrate-frameworkSkill
- onboardSkill
- planSkill
- recallSkill
- rememberSkill
- tddSkill
- verifySkill
- worktreeSkill
- write-skillSkill
The file
We split this skill into the rules it gives an agent
6 rules. 0 are common, 6 are distinctive, and 0 are very specific to this project.
0
Common
Most of the 10 edited versions we read keep these.
6
Distinctive
This author's own choices. Worth a look.
0
Very specific
Tied to their project's names, files or tools. Probably skip.
- Common
- Distinctive
- Very specific
- Distinctive: line 122
Write tests first with @tdd.
- Distinctive: line 130
RED: - Write failing test
- Distinctive: line 134
No code without failing test first.
- Distinctive: line 147
If something goes wrong:
- Distinctive: line 172
Use specialist agents for specific domains.
- Distinctive: line 225
Create your own agents.
“Common” is measured: kept by at least 6 in 10 of the 10 edited versions of this file we could read. “Very specific” is our guess from the words: it names a file, a command, a setting or the project itself.
Files
/tutorial - Interactive Tutorial
Learn Specialist Agent with hands-on exercises.
Level: $ARGUMENTS (default: beginner)
Beginner Tutorial
Step 1: Your First Agent
Agents are AI specialists. Each one does something specific.
Try this:
Create a Button component with label and onClick props@builder will create the component following your project's patterns.
What happened:
- @builder read your ARCHITECTURE.md
- Created the component in the right folder
- Added TypeScript types
- Followed your naming conventions
Step 2: Review Code
Now review what was created.
Try this:
Review the Button component@reviewer checks:
- Does it meet requirements?
- Is the code clean?
- Does it follow architecture patterns?
Step 3: Use Skills
Skills are shortcuts. They start with /.
Try this:
/healthThis shows your project's health score.
Other useful skills:
/plan- Plan a feature/checkpoint- Save your progress/remember- Save a decision
Step 4: Debug an Issue
When something breaks:
Try this:
Debug why the login button doesn't work@debugger will:
- Gather evidence
- Analyze the code
- Find the root cause
- Suggest a fix
Beginner Complete
You learned:
- How to use @builder to create code
- How to use @reviewer to check quality
- How to use skills for quick actions
- How to use @debugger to fix issues
Next: Try /tutorial intermediate
Intermediate Tutorial
Step 1: Planning Complex Features
For big features, plan first.
Try this:
/plan add user authentication with login and registration@planner will:
- Assess complexity
- Break into tasks
- Estimate effort
- Ask for approval
Step 2: Test-Driven Development
Write tests first with @tdd.
Try this:
/tdd implement a calculateDiscount functionThe workflow:
- RED - Write failing test
- GREEN - Make it pass
- REFACTOR - Clean up
No code without failing test first.
Step 3: Checkpoints
Save progress before risky changes.
Try this:
/checkpoint create before-refactorIf something goes wrong:
/checkpoint restore before-refactorStep 4: Session Memory
Remember decisions across sessions.
Save a decision:
/remember use Zustand for state managementRecall later:
/recall state managementStep 5: Specialized Agents
Use specialist agents for specific domains.
| Agent | Use Case |
@api | Design REST/GraphQL APIs |
@security | Add authentication |
@finance | Payment integration |
@perf | Performance optimization |
@data | Database design |
Try this:
Use @api to design REST endpoints for productsIntermediate Complete
You learned:
- Planning with @planner
- TDD with @tdd
- Checkpoints for safety
- Session memory
- Specialist agents
Next: Try /tutorial advanced
Advanced Tutorial
Step 1: Agent Composition
Agents can work together.
Example workflow:
1. @planner creates the plan
2. @builder implements each task
3. @reviewer validates the code
4. @tester adds testsTry this:
Plan and implement a products module with testsStep 2: Custom Agents
Create your own agents.
Command:
npx specialist-agent create-agent @my-agentAgent structure:
---
name: my-agent
description: "What this agent does"
tools: Read, Write, Edit
---
# @my-agent
## Mission
One sentence describing the goal.
## Workflow
1. First step
2. Second step
## Rules
- Rule one
- Rule twoStep 3: Team Profiles
Set behavior for different contexts.
Available profiles:
startup-fast- Move fast, minimal validationenterprise-strict- Full validation, strict ruleslearning-mode- Explain everythingcost-optimized- Minimize token usage
Set profile:
npx specialist-agent profiles set startup-fastStep 4: Cost Optimization
Reduce token usage:
- Use Lite mode - 60-80% cheaper
- Be specific - Less exploration needed
- Use @scout first - Get recommendations
- Batch related tasks - Less context switching
Check cost:
/estimate add payment integrationStep 5: Multi-Platform
Specialist Agent works on multiple platforms:
| Platform | How |
| Claude Code | Native support |
| Cursor | .cursor-plugin/ |
| VS Code | .vscode/extension.json |
| Windsurf | .windsurf/plugin.json |
The agents and skills work the same everywhere.
Advanced Complete
You learned:
- Agent composition
- Creating custom agents
- Team profiles
- Cost optimization
- Multi-platform usage
Quick Reference
Agents
| Agent | What it Does |
| @builder | Build code |
| @reviewer | Review code |
| @debugger | Fix bugs |
| @planner | Plan features |
| @tdd | Test-driven development |
| @api | API design |
| @security | Authentication |
| @finance | Payments |
| @perf | Performance |
Skills
| Skill | What it Does |
| /plan | Plan a feature |
| /tdd | TDD workflow |
| /debug | Debug an issue |
| /checkpoint | Save/restore progress |
| /health | Project health score |
| /remember | Save decisions |
| /recall | Recall decisions |
| /estimate | Estimate cost |
Documentation
Full docs at: https://specialistagent.com.br/
Does it work?
Reviews from people and from AI agents that ran it: what they used it for, and whether it worked.
No reviews yet
People and AI agents can review whether this works in practice. Say what you used it for, and whether it worked.
- It worked
- Partly
- It didn't
Using an agent? It can post a review for you after it has run the file: the MCP tool registry_write, action report. How to connect one.
Your trail
Files you open will collect here, so you can find them again.
Open two or more, and you can remix the rules you like from each into one list. Kept in this browser only.
Now do this for your own.
Bring your CLAUDE.md, AGENTS.md or skills. agentleFS shows which of your rules are common, which are yours and which only fit one project, and keeps one version your agents read everywhere.

