agent-task-mapping
Skill22 starsChanged 24 days agoMITView on GitHub
Map tasks to specialist agents. Use when choosing which agent for a job, comparing agent capabilities, or routing to React/Next.js/Playwright/docs/code-quality experts. Keywords: which agent, best agent for this, delegate to expert, agent capability mapping.
In this repository259 other files it gives its agents.
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- The first 60 shown.
The file
Show its rules and text
We split this skill into the rules it gives an agent
19 rules. About 0 are common, 18 are distinctive, and 1 is very specific to this project.
≈0
Common · estimate
Many files like this have a rule of this kind.
≈18
Distinctive · estimate
This author's own choices. Worth a look.
1
Very specific
Tied to their project's names, files or tools. Probably skip.
- Common
- Distinctive
- Very specific
- Distinctive: line 15
Use symptom -> action triggers: when one matches, apply this skill and verify with the protocol below.
- Distinctive: line 17
Use this skill when:
- Distinctive: line 27
When to use each agent
- Distinctive: line 50
Do not claim an MCP operation was used when the active host does not expose it.
- Distinctive: line 51
Treat local files, tests, rendered outputs, logs, or screenshots as the fallback evidence path.
- Distinctive: line 63
Before claiming "skill applied successfully":
- Distinctive: line 94
When choosing an agent for delegation:
- Distinctive: line 98
Check availability: Verify agent exists and has proper frontmatter configuration
- Distinctive: line 104
Use Code Explainer for analyzing existing code patterns
- Distinctive: line 105
Use Tech Writer for formal developer documentation
- Distinctive: line 106
Use Specification for generating feature specifications
- Distinctive: line 109
Use Universal Janitor for cleanup and tech debt remediation
- Distinctive: line 110
Use Critical Thinking for challenging assumptions
- Very specific: line 113
Use Next.js Expert for Next.js 15/16+ architecture and optimizations
- Distinctive: line 114
Use Expert React Frontend Engineer for React 19+ patterns
- Distinctive: line 117
Use Playwright Tester Mode for comprehensive web application testing
- Distinctive: line 120
Use Plan for research and outlining multi-step plans
- Distinctive: line 121
Use Create PRD Chat Mode for generating Product Requirements Documents
- Distinctive: line 124
Use UI Designer for UI/UX improvements and design implementations
≈ “Common” is an estimate: at least 1 in 5 of the 350,495 skill files we read have a rule of the same kind, not the same words. “Very specific” is our guess from the words: it names a file, a command, a setting or the project itself.
Files
Agent Task Mapping
- Leverage native parallel subagent dispatch and 200k+ context windows where available.
Activation Conditions
Use symptom -> action triggers: when one matches, apply this skill and verify with the protocol below.
Use this skill when:
- Determining which specialized agent to delegate a task to
- Reviewing agent capabilities and expertise areas
- Trying to match a specific task to an appropriate specialist
- Needing quick reference for available agents and their purposes
Available Agents
See Agent Details for comprehensive information about each agent:
- Description and specialization areas
- When to use each agent
- Typical tasks handled by each
<!-- MCP:START --><!-- PORTABILITY:START -->Cross-Client Portability
This skill is written to stay usable across GitHub Copilot, Claude Code, and Codex.
- GitHub Copilot: keep the folder in a Copilot-visible skill path or wrap the workflow in project instructions when folder discovery is unavailable.
- Claude Code: keep the folder in a local skills directory or a compatible plugin source.
- Codex: install or sync the folder into
$CODEX_HOME/skills/agent-task-mappingand restart Codex after major changes.
<!-- PORTABILITY:END -->MCP Availability And Fallback
Preferred MCP Server: None required
- Fallback prompt: "Use the Agent Task Mapping skill without MCP. Rely on its local instructions, bundled resources, standard shell or editor tools, and direct verification. Show the evidence used before concluding."
- Do not claim an MCP operation was used when the active host does not expose it.
- Treat local files, tests, rendered outputs, logs, or screenshots as the fallback evidence path.
<!-- MCP:END -->Anti-Patterns
- Delegating or evaluating without a scoped success condition: The output becomes hard to review and easy to overbuild.
- Skipping the evidence step: A workflow that cannot be re-checked quickly is not ready for handoff.
- Bundling unrelated subtasks together: It creates noisy prompts, weaker ownership, and avoidable integration risk.
Verification Protocol
Before claiming "skill applied successfully":
- Pass/fail: The Agent Task Mapping workflow names the agent boundary, delegated scope, and expected return artifact.
- Pass/fail: Context passed to helpers is minimal, task-local, and free of hidden expected answers.
- Pass/fail: Results are integrated only after evidence, diffs, or citations are checked by the controller.
- Pressure-test scenario: Run the workflow on two similar tasks that must not share assumptions or leaked context.
- Success metric: Zero context leakage; every delegated output is independently reviewable.
Examples & Scripts
- Delegation Examples — Code examples for delegating to different agents
- Agent Discovery Script — Node.js script to discover available agents
Quick Reference
| Agent Name | Best For |
| Code Explainer | Analyzing and documenting existing code |
| UI Designer | UI/UX improvements and design implementations |
| Universal Janitor | Code cleanup, simplification, and tech debt removal |
| Critical Thinking | Challenging assumptions and exploring alternatives |
| Next.js Expert | Next.js 15/16+ architecture and optimizations |
| Expert React Frontend Engineer | React 19+ patterns and best practices |
| Playwright Tester Mode | Comprehensive testing with exploratory testing |
| Tech Writer | Creating formal developer documentation |
| Create PRD Chat Mode | Generating Product Requirements Documents |
| Specification | Generating or updating specification documents |
| Plan | Research and outlining multi-step plans |
Decision Framework
When choosing an agent for delegation:
- Identify task type: Is it documentation, testing, two-stage review (spec compliance first, then code quality), or development?
- Match to specialization: Find agent whose description aligns with task
- Check availability: Verify agent exists and has proper frontmatter configuration
- Use specific agentName: Delegate using exact name from agent's frontmatter
Task Categories
Code Analysis & Documentation
- Use Code Explainer for analyzing existing code patterns
- Use Tech Writer for formal developer documentation
- Use Specification for generating feature specifications
Code Quality & Maintenance
- Use Universal Janitor for cleanup and tech debt remediation
- Use Critical Thinking for challenging assumptions
Development Work
- Use Next.js Expert for Next.js 15/16+ architecture and optimizations
- Use Expert React Frontend Engineer for React 19+ patterns
Testing
- Use Playwright Tester Mode for comprehensive web application testing
Planning & Requirements
- Use Plan for research and outlining multi-step plans
- Use Create PRD Chat Mode for generating Product Requirements Documents
Design
- Use UI Designer for UI/UX improvements and design implementations
Related Skills
- custom-agent-usage: Use it when the workflow also needs loading and invoking custom agent definitions safely.
- subagent-delegation: Use it when the workflow also needs safe, scoped delegation to helper agents.
- subagent-driven-development: Use it when the workflow also needs plan-driven implementation with reviewer loops.
- agentic-eval: Use it when the workflow also needs rubric-driven evaluation loops.
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