Prevent type duplication across parallel agents by requiring grep-before-create and tsc verification. Use when launching parallel code implementation agents.
Multi-agent orchestration patterns. Use when multiple independent tasks can run with different domain expertise or when comprehensive analysis requires multiple perspecti — from…
Multi-agent orchestration patterns. Use when multiple independent tasks can run with different domain expertise or when comprehensive analysis requires multiple perspecti — from…
Use when analyzing fork-join parallel algorithms, work/span bounds, greedy scheduling, slackness, determinacy races, parallel loops, matrix multiplication, merge sort, reductions,…
Automate Parallel tasks via Rube MCP (Composio). Always search tools first for current schemas. — from general/automation
Use when your input consists of multiple large MSP files (hundreds of megabytes) with associated structure folders containing hundreds of thousands of MOL or SDF files that…
Use when when compiling EI or MS/MS spectral libraries from multiple gigabyte-scale sources (e.
Defines the contract for fan-out parallel workers: isolation boundaries, result schema, and merge conflict resolution rules.
Use when a coding agent with terminal access needs to enrich lists of companies, people, products, CSVs, or JSON records with web-sourced fields through the Parallel CLI.
Multi-agent parallel development cycle with requirement analysis, exploration planning, code development, and validation.
把工作拆成安全、独立、可并行的子任务，并协调 subagent 避免重复劳动和冲突修改。适用于 Claude Code 通过清晰 delegation 能显著加速复杂任务时。
Skill especializada em paralelizar trabalho via subagents corretamente — sem cair na armadilha skill-vs-agent.
Runs synapse-docs, /simplify, sync-plugin-skills, and github-pages-sync in parallel for synapse-a2a development workflows.
Bulk data enrichment via Parallel API. Adds web-sourced fields (CEO names, funding, contact info) to lists of companies, people, or products.
Patterns for parallel subagent execution using Task tool with run_in_background. Use when coordinating multiple independent tasks, spawning dynamic subagents, or implementing…
Parallel execution engine for high-throughput task completion — from yeaight7/agent-powerups
Use when the user wants a task done much faster through parallel work, concurrent agents, batched tool calls, isolated worktrees, or many independent verification lanes without…
Use when when you have a Spectra object backed by an on-disk MS data source (e.g., MsBackendMzR reading mzML, mzXML, or CDF files) and need to process large numbers of spectra in…
Dispatch independent feature work in parallel git worktrees. Spawns one agent per feature, each in its own isolated worktree, then merges sequentially.
Fan out N independent investigations as parallel agents in a single tool-use block, then roll up the results.
How to split a large task into independent parallel lanes run by separate agents or git worktrees, partition work to avoid merge conflicts, and merge the results back into one…
Manage parallel Claude Code workstreams using git worktrees. Use when: splitting large tasks across multiple workers, coordinating parallel development, monitoring worker…
Execute phased plans with multiple independent tasks per phase by fanning out one agent per task, reconciling outcomes per wave, gating between phases with verify commands, and…
Parallel and concurrent processing patterns in bash including GNU Parallel, xargs, job pools, and async patterns (2025)
Set up and manage self-improving parallel reconnaissance agent triads — eternal overlapping waves of deep invasion, target expansion, and skill evolution.
複数 issue から並列実行候補をピックし、request 起票 → review → 修正 → 並列 run まで進める。 「並列でリクエスト作って」「次の並列タスク候補」「リクエスト起票して review」と言われたら使うこと。 spec-runner project 専用 (= `bun ./bin/specrunner.ts` 前提)。
Analyze completed parallel workflows for lessons learned. Use when: reviewing workflow execution quality, identifying process improvements, evaluating skill effectiveness,…
Compact YAML format for defining parallel task specifications with scope, boundaries, and agent assignments. Use when creating task files for parallel development.
Runs independent tool calls in parallel for latency reduction. Use for: parallel tools, run concurrently, batch requests, parallelize.
Produces a parallel-tracks execution plan with phased structure, self-contained track specifications, integration contracts, and a mandatory wiring gate.
Wann sind Bereicherungsrecht und Anfechtungsrecht nebeneinander möglich? Prüfung von Anspruchskonkurrenzen und gegenseitiger Beeinflussung der drei Regelungskreise.
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 的 runner（默认串行、可选并行），最后在 `@main/summary.md` 汇总结果。⚠️…
Execute focused implementation tasks in a parallel workflow. Use when: working on assigned files in a worktree, making checkpoint commits, signaling dependencies or blockers,…
Optimizes parallel execution of multiple tasks. Use when user mentions 並列で実行, 同時にやって, まとめてやって, run in parallel, do these together. Do NOT load for: 単一タスク, 順次実行が必要な作業, 依存関係のあるタスク.
Manage git worktrees for parallel development. Use when creating worktrees, merging between parent/child worktrees, or cleaning up worktrees.
Design skill steps with explicit execution topology, asking which parts run directly, in subagents, in teammate swarms, or in parallel.
Norm-Adapter-Referenz für alle fuenf Berufsgeheimnistraeger Rechtsanwalt Steuerberater Wirtschaftsprüfer Patentanwalt Notar.
Norm-Adapter-Referenz fuer alle fuenf Berufsgeheimnistraeger Rechtsanwalt Steuerberater Wirtschaftspruefer Patentanwalt Notar.
Run the macOS Parallels smoke harness with Discord end-to-end roundtrip verification, including guest send, host verification, host reply, and guest readback.
Parallelverfahren Art. 82 DSGVO und Massenklagen: Bußgeldverteidigung mit Schadensersatzabwehr, Massenklagen und Anerkenntnisrisiken abstimmen. Normanker: DSGVO Art.
Parallelverfahren § 42 BDSG und Strafrecht: Strafrechtliche Datenschutzrisiken, Durchsuchung, Aussageverhalten und Verteidigerkoordination erkennen. Normanker: DSGVO Art.
Use when a task needs the judgment of a paramedic — triaging multiple patients at a mass-casualty scene, deciding on-scene airway/breathing/circulation interventions under…
Use when setting up a LipidMatch analysis run and you need to select among three mutually-exclusive analysis modes (PFAS, Lipid, or Tween-positive detection).
Use when designing or reviewing a function, method, or constructor signature. Make calls unambiguous and misuse-resistant by splitting nullable/optional control switches, removing…
Use when when beginning an untargeted LC-MS analysis and either (1) the dataset characteristics (sample complexity, instrument platform, or polarity) differ from previously…
Use when when processing paired augmented versions of the same input (e.g., two augmented ion images in COL or ISO mode) and you need to learn meaningful low-dimensional…
Use when designing a contrastive learning pipeline for ion images or other data modalities where you need to process multiple augmented versions of the same input through an…
Rules for implementing parameter-specific logic in the cellular automata simulation. These rules detail how each parameter influences the simulation.
Use Papermill when an agent needs to treat a Jupyter notebook like a reusable job instead of a one-off interactive document.
Parametric design methodology, data structures, constraint systems, Grasshopper and Dynamo patterns, parameter space exploration, and associative geometry for AEC computational…
Enables "Time Machine" coding. Records tasks as a Recipe and allows intelligent replay/modification of history. — from general/general-misc
Enables "Time Machine" coding. Records tasks as a Recipe and allows intelligent replay/modification of history. — from diegosouzapw/awesome-omni-skill
SSH automation with Paramiko. Covers connection handling, command execution, file transfer (SFTP), key-based auth, bastion hosts, and async patterns for remote server management.
Use when upgrading an AI system, agent workflow, Codex skill, prompt, memory, RAG, tool routing, schema, eval set, or feedback loop with VOI, OODA, evals, traces, human gates,…
When the user wants to choose or execute third-party platform SEO (high-authority sites for rankings or backlinks).
O parecer da procuradoria do Estado, com a LINDB como espinha dorsal — arts. 20 a 30 verbatim no anexo, cada um com uma função que o parecer não pode embaralhar: 20 e 21…
Draft clear, warm, professional messages to parents or guardians — progress notes, concerns, positive news, behaviour issues, or meeting requests.
Prepare for a K-12 parent-teacher conference — including the hard ones. Use when asked to prep for a parent conference, plan what to say to a parent, or handle a difficult…
Aide les parents épuisés à identifier leurs besoins et trouver du temps pour eux. Se déclenche aussi avec "je suis épuisé en tant que parent", "charge mentale", "je n'ai — from…
Get real information out of a 15-minute parent-teacher conference — the questions that beat 'how's she doing', the data to bring from home, and the follow-up that makes the…