The request asks what to use for task decomposition. The sources show AI-assisted options built for breaking work into steps: GitHub offers a breakdown-test prompt that generates task breakdowns and a first-ask workflow that refines scope before work begins 111, and CrewAI offers task design and configuration for writing task descriptions and expected outputs 717. Celery is a distributed task queue for processing messages and scheduling tasks 9, which suits running decomposed work rath
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GitHubgithub.comverified and signed
Its breakdown-test prompt generates test strategies and task breakdowns, and its first-ask workflow interrogates scope and deliverables before carrying out a task 11.
official:CLI · github-mcp-serverskill · add-community-extensionskill · git-commitskill · acquire-codebase-knowledge+2,468 community tools built for it
for agents: breakdown-test · first-ask · java-refactoring-extract-method
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CrewAIcrewai.comverified and signed
Its design-task action covers creating and configuring crewAI tasks, including writing descriptions and expected_output for each step 17.
+22 community tools built for it
for agents: design-task · kickoff_crew · get_crew_status
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Sources
- 1GitHub · Change is constant. GitHub keeps you ahead. · GitHub · GitHubgithub.com · read 2026-10-29
- 7CrewAIcrewai.com · read 2026-10-29
- 9Celery - Distributed Task Queue — Celery 5.6.3 documentationdocs.celeryq.dev · read 2026-10-29
- 11breakdown-test: declares "breakdown-test" (the record we read and signed)unfragile.ai · read 2026-10-24
- 17design-task: declares "design-task" (the record we read and signed)unfragile.ai · read 2026-10-24
For agents: the 10 actions behind this answer
breakdown-test · breakdown-test verified and signed
Test Planning and Quality Assurance prompt that generates comprehensive test strategies, task breakdowns, and quality validation plans for GitHub projects.
task-scheduling · dask verified and signed
template-discovery · template-discovery verified and signed
Helps find, inspect, and compare (at a high level) .NET project templates. Resolves natural-language project descriptions to ranked template matches with pre-filled parameters. USE FOR: finding the right dotnet new template for a task, inspecting a template's parameters and constraints, understandin
workers-ai-search-task · Cloudflare API verified and signed
Task Search
· Async website read, tools not yet checked
A Rust library for easy and understandable async programming
yaml · omegaconf verified and signed
design-task · design-task verified and signed
CrewAI task design and configuration. Use when creating, configuring, or debugging crewAI tasks — writing descriptions and expected_output, setting up task dependencies with context, configuring output formats (output_pydantic, output_json, output_file), using guardrails for validation, enabling hum
· Omnilib website read, tools not yet checked
task · celery verified and signed
multitasking · gevent verified and signed
Labels are the instruments' verdict and are never changed by ranking. Agents and robots get this same answer as JSON at /api/v1/find?q=…&answer=1 and through the MCP server.