The request asks what to use to decompose a task. Cursor's orchestrate action is built for decomposing a large task into parallel worker subplans 11, and GitHub's breakdown-feature-implementation action produces detailed feature implementation plans 12. Anthropic's search-strategy action breaks questions into targeted searches per source 13, which is query decomposition rather than task decomposition.
- 1
Cursorcursor.comverified and signed
Its orchestrate action decomposes a large task into a tree of parallel cloud-agent workers and subplans when explicitly invoked with /orchestrate 11.
+174 community tools built for it
for agents: orchestrate · deslop · teach
- 2
GitHubgithub.comverified and signed
Its breakdown-feature-implementation action creates detailed feature implementation plans following a monorepo structure 12.
official:CLI · github-mcp-serverskill · add-community-extensionskill · git-commitskill · acquire-codebase-knowledge+2,563 community tools built for it
for agents: refactor-method-complexity-reduce · breakdown-feature-implementation · java-refactoring-extract-method
- 3
Anthropicanthropic.comverified and signed
Its search-strategy action breaks natural language questions into targeted searches per source, a query decomposition rather than a software task breakdown 13.
+71 community tools built for it
for agents: search-strategy · variance-analysis · deposition-prep
Sources
- 1AI Coding Agent for Building Ambitious Software | Cursorcursor.com · read 2026-10-29
- 2GitHub · Change is constant. GitHub keeps you ahead. · GitHub · GitHubgithub.com · read 2026-10-29
- 3Home \ Anthropicanthropic.com · read 2026-10-29
- 11orchestrate: declares "orchestrate" (the record we read and signed)unfragile.ai · read 2026-10-24
- 12refactor-method-complexity-reduce: declares "refactor-method-complexity-reduce" (the record we read and signed)unfragile.ai · read 2026-10-24
- 13search-strategy: declares "search-strategy" (the record we read and signed)unfragile.ai · read 2026-10-24
For agents: the 10 actions behind this answer
orchestrate · orchestrate verified and signed
Use only when the user explicitly types `/orchestrate <goal>` to decompose a large task, spawn a tree of parallel cloud-agent workers/subplanners/verifiers via the Cursor SDK, and collect structured handoffs; do not invoke autonomously.
refactor-method-complexity-reduce · refactor-method-complexity-reduce verified and signed
Refactor given method `${input:methodName}` to reduce its cognitive complexity to `${input:complexityThreshold}` or below, by extracting helper methods.
search-strategy · search-strategy verified and signed
Query decomposition and multi-source search orchestration. Breaks natural language questions into targeted searches per source, translates queries into source-specific syntax, ranks results by relevance, and handles ambiguity and fallback strategies.
· nalgebra linear-algebra library website read, tools not yet checked
Fast and cross-platform linear-algebra library
python · fastcore verified and signed
· Langchain Google website read, tools not yet checked
LangChain enables every company to own their intelligence. Control, govern, and compound intelligence with an open agent engineering platform.
decode · cultural-intelligence found in code, not yet checked
Decompose a query into its cultural dimension profile. Returns the breakdown across aesthetic identity, purchase motivation, platform affinity, temporal context, and emotional want.
deep-agents-orchestration · deep-agents-orchestration verified and signed
INVOKE THIS SKILL when using subagents, task planning, or human approval in Deep Agents. Covers SubAgentMiddleware, TodoList for planning, and HITL interrupts.
docker-destructive-guardrails · docker-destructive-guardrails verified and signed
Use this skill before running, or recommending, any Docker command that deletes, wipes, resets, or otherwise irreversibly changes state — even if the user just says to "clean up", "clear the cache", "start fresh", "wipe everything", "nuke it", "reset", "force remove", or "tear down" Docker resources
DeleteProductsId · Stripe API verified and signed
Delete a product
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.