В каталоге 183 730 навыков в 14 категориях.
当下一步工作能拆成 2 个以上互相独立、无共享状态的子任务(并行调研多个方案、给多个互不相关的文件/模块分别改动、多路并行探索代码),且并行推进比一条线串行更省时时使用。用户说"并行/parallel/同时做/分头做/一起推进"时也适用。
Use when agents share an epic - defer builds to the end.
Automatically decomposes tasks and executes with parallel agents.
Maximise efficiency by running independent tasks in parallel - reduce token overhead
堂官-员外郎并行模式，六部收到 ≥ 2 个互不冲突子任务时由堂官协调员外郎 Teammate 并行执行
Patterns for parallel subagent execution using Task tool with run_in_background. Use when coordinating multiple independ...
CRITICAL skill for executing multiple Task tool calls in a SINGLE message for true parallelism. Essential for efficient...
Execute multiple independent tasks simultaneously using parallel agent coordination to maximize throughput and minimize...
Executes parallel subagents using Task tool for concurrent operations. Use when facing multiple independent tasks, debug...
Identify and execute independent operations in parallel for 3-5x speedup. Auto-analyzes task dependencies, groups into b...
Use when the user wants a task done much faster through parallel work, concurrent agents, batched tool calls, isolated w...
병렬 실행 패턴. parallel_collect, Rate Limiter, Service Quotas 확인.
Use when performing multiple independent operations like reading multiple files, searching patterns, or querying memory...
Use when 3+ independent tasks are ready in .forge/tasks.yaml and multiple agents will work concurrently, when assessing...
Automatically detect and execute parallel development tasks
Orchestrates concurrent task execution across multiple Claude agents with intelligent work distribution, real-time progr...
Use when researching unfamiliar code, multiple modules involved, or external libraries referenced
Launch four Explore agents in parallel to simultaneously investigate multiple areas of a codebase. Use this skill when m...
Guides parallel exploration of multiple implementation approaches using git worktrees. Use when facing decisions with mu...
Metaskill that fans out on every interaction, using interaction entropy
Coordinate parallel feature development with file ownership strategies, conflict avoidance rules, and integration patter...
Run several independent Cotal features concurrently by creating one Git worktree and one spawn-capable mesh manager per...
Process multiple files in parallel with aggregation and progress tracking. Use for batch file operations, directory scan...
Use when a task involves using a configured entity-discovery service to find records matching a natural-language descrip...
Fix Django-specific blockers identified in parallelization readiness assessment
Verify integration after parallel agent execution and generate report
name: parallel-integration
Coordinate multiple investigation threads for complex problems
GitHub Actionsの並列ジョブ実行とジョブ依存関係管理のスキル。needs構文による依存関係制御、outputs/artifacts/cacheを活用したデータ受け渡し、matrix戦略による並列度調整を提供する。Anchors:...
Run independent tasks as parallel headless Claude Code lanes, one git worktree and branch each, show their progress as o...
Decompose a task into independent concerns and execute them through broadly parallel, specialized agent groups. Use when...
Pattern for parallelizing emule mock authorship via the Workflow tool. Spawn one sub-agent per file in isolation; the or...
Router for parallel or recurring agent work across six skills. Covers: parallel agents, fan out work, delegate to worker...
This skill should be used when the user asks to "run multiple agents", "parallel review", "comprehensive analysis", "ful...
Concurrent phase runner for the build pipelines. Dispatches Phases 4.5-9 in parallel after the component-lanes workflow,...
Orchestrate parallel agent workflows using HtmlGraph's ParallelWorkflow. Activate when planning multi-agent work, using...
GPU parallel algorithm design patterns and implementations. Implement parallel reduction, scan/prefix sum, histogram, pa...
Execute phased plans with multiple independent tasks per phase by fanning out one agent per task, reconciling outcomes p...
Creates parallel-plan.md from existing shared.md through plan-workflow. Use when planning from shared context, organizin...
Shows you how to use Cowork's parallel workers to run multiple tasks at the same time instead of one after another — dra...
複数の独立PRをチーム×worktreeで並列作成する。タスク一覧を受け取り、worktree準備→チーム組成→エージェント起動→CI確認→クリーンアップまで一気に実行する。
Review multiple pull requests in isolated checkouts and combine findings into a ranked report.
Parallel processing with joblib for grid search and batch computations. Use when speeding up computationally intensive t...
Run multiple tasks in parallel using tmux windows
Parallel and concurrent processing patterns in bash including GNU Parallel, xargs, job pools, and async patterns (2025)
Generate agent-ready prompts from existing task specification files. Use when regenerating prompts after editing tasks,...
Audit and prepare a Django codebase for parallel multi-agent development. Use when asked to check if a Django project is...
Understanding StickerNest's parallel DOM/WebGL rendering architecture. Use when working with the dual renderer system, s...
AI-powered deep research using Parallel AI APIs for chat, research reports, entity discovery, and data enrichment. Use t...
Web research through Parallel.ai — quick sourced web search (seconds) or deep research tasks (minutes to an hour) that r...
Coordinate aggressive parallel subagent fan-out for readonly work and persist one consolidated research report. Use when...
Run code-review, security-audit, and documentation review in parallel using agents. Use when reviewing completed work, p...
Catch architecture-compliance and line-level issues on a feature branch before the PR is opened, by running Gates' Gate...
Orchestrate multiple review skills in parallel against a codebase. Spawns specialized subagents, waits for all to comple...
Review a document, proposal, question, or viewpoint from multiple expert perspectives in parallel, then synthesize the f...
Implémente les Parallel Routes Next.js pour modals sans layout shifts. MANDATORY pour modals. À utiliser lors de modals,...
Orchestrate parallel agent execution with git worktrees
Use for current web search, URL extraction, or asynchronous deep-research task creation through Parallel.
Run multiple agent tasks in parallel cloud sandboxes with real-time progress monitoring, achieving 2x throughput vs sequ...
One-time setup of parallel/ directory for multi-agent development
Make GitHub Actions steps run in parallel with the background, wait, wait-all, cancel, and parallel keywords. Use when t...
Eliminate a stubborn configuration bug by testing 8-10 fundamentally different fixes in parallel instead of one at a tim...
Use when generating 50+ structured items with parallel Claude Code subagents and merging outputs into one file.
Use when executing decomposed plans with parallel batches - dispatches up to 2 fresh subagents per batch with code revie...
Use when executing independent tasks concurrently. Launch multiple agents simultaneously for 50-70% speedup.
Loop 2 of the Three-Loop Integrated Development System. META-SKILL that dynamically compiles Loop 1 plans into agent+ski...
Only to be triggered by explicit /parallel-task commands.
Coordinate plan files by launching multiple parallel subagents for unblocked tasks. Triggers on explicit "/parallel-task...
복잡한 작업을 depth 분석 후 병렬 서브에이전트로 분해하여 실행. 대규모 탐색, 다중 파일 분석, 리서치 작업 시 사용. "병렬로", "동시에", "여러 개를" 키워드 시 자동 활성화.
Analyzes large tasks for independent subtasks that can be safely parallelized. Produces a DAG-based dispatch plan with d...
Patterns for running independent tasks in parallel using multiple tool calls and Agent invocations. Use when the user ha...
Compact YAML format for defining parallel task specifications with scope, boundaries, and agent assignments. Use when cr...
Creates multiple git worktrees and launches parallel Claude sessions for simultaneous task execution. Maximum 3 tasks.
Validate and fix parallel prompts for required sections
Run validation suite in parallel background workers. Auto-triggered after code changes when multiple validators apply. U...
当用户明确要求"并行执行同一条 Vibe Coding 指令 / 多线程并行尝试多种方案 / 在多个独立工作区里同时推进"时使用。在用户当前工作目录创建 `.parallel_vibe/`，复制出多个独立工作区并按计划运行每个 thread...
Search the web, extract URL content, and run deep research using the Parallel Chat API and Extract API. Use for ALL web...
Use Parallel CLI for web search, URL extraction, deep research, structured data enrichment, entity discovery, and recurr...
Parallel web research and retrieval. Paralel web araştır, çoklu kaynak tara. Requires documented Parallel tools/credenti...
Use when a task involves using an approved Parallel web-search integration for source discovery, extraction, or targeted...
Split a multi-area agent-office task across parallel subagents per .claude/rules/PARALLEL_WORK.md — contract first, disj...
Run several Claude agents or branches on OpenAlgo Desktop at the same time without breaking each other. Use when startin...
Coordinate multiple agents working simultaneously. Use when splitting tasks across agents or when avoiding overlapping d...
Executa tarefas de implementação em paralelo usando git worktrees isolados. Adaptado do claude-orchestrator para execuçã...
Create and manage git worktrees for parallel coding sessions with zero dead time. Use when blocked on tests, builds, wan...
Parallel development using git worktrees with Claude Code subagents. Use when spawning multiple async Claude agents acro...
Parallel git worktrees for concurrent Claude Code sessions. Use when working on multiple features or writer/reviewer wor...
Optional workflow skill: orchestrate parallel implementation by spawning scoped developer workers and merging results sa...
Conventions for using parallelization in all tests using Jupiter
Create isolated git worktree, open new iTerm2 window with Claude Code, and spawn a task agent there for parallel work. U...
Delegate independent work to Claude Code Web cloud sessions for parallel execution. Generates comprehensive session prom...
Create and manage Git worktrees to parallelize agent tasks safely. Use when you need multiple concurrent checkouts (sub-...
Systematic fuzzing across two dimensions: (1) content discovery — hidden directories, files, backup/source leaks, HTTP v...
Rules related to Param, to be applied when defining models. Models use Param to define parameters with validation and re...
Systems varying with external parameters
Monitor the openai/parameter-golf competition leaderboard by fetching PR data from GitHub. Use this skill whenever the u...
Explore and optimize simulation parameters via design of experiments (DOE), sensitivity analysis, and optimizer selectio...
Rules for implementing parameter-specific logic in the cellular automata simulation. These rules detail how each paramet...
Master declarative parameter systems with Param for type-safe configuration. Use this skill when building parameterized...