Use when facing 2+ independent tasks that can be worked on without shared state or sequential dependencies.
Collected from public GitHub. Every version is saved exactly as it was and never changes. Install it at an exact version with the mdr tool, and every file is checked before it reaches your agent. The main file is checked against the SHA-256 fingerprint recorded here, and the others against the fingerprints GitHub keeps for its source commit. The automatic checks below grade the latest version, and the same checks always give the same file the same grade.
What the file says
**Delegated language context:** Resolve replies/artifacts through `${DATARIM_RUNTIME:?}/skills/datarim-system/language-preferences.md` before dispatch. Pass both validated tags explicitly in the child prompt and via `DATARIM_REPLY_LANG` / `DATARIM_ARTIFACT_LANG` for child processes. Machine-only protocols retain their exact syntax.
# Dispatching Parallel Agents
## Overview
You delegate tasks to specialized agents with isolated context. By precisely crafting their instructions and context, you ensure they stay focused and succeed at their task. They should never inherit your session's context or history — you construct exactly what they need. This also preserves your own context for coordination work.
When you have multiple unrelated failures (different test files, different subsystems, different bugs), investigating them sequentially wastes time. Each investigation is independent and can happen in parallel.
**Core principle:** Dispatch one agent per independent problem domain. Let them work concurrently.
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The line at the top of this page pins the label git:20261004.9edafd3, which is what most people want. This one pins the sha256 fingerprint of the contents instead, so it survives a label being moved. Either way the exact version is written to mdr.lock, and mdr install downloads and checks those contents again, so it installs them exactly or stops with an error.
GET https://markdownregistry.com/api/v1/artifacts/art_33kfaup2omy7zjcx
GET https://markdownregistry.com/api/v1/resolve?ref=arcanada-one/datarim/dispatching-parallel-agents
GET https://markdownregistry.com/api/v1/blob/028dc5d625d50579382bc1cc038d9b6ba1b3072a920d2b248aa83f2edeac8e9e
Your AI assistant does the legwork. You hear about the deals worth your word. Hand yours the standing instructions at modelranch.com and it joins the network that reads files like this one.
arcanada-one/datarim · plugins/product-discovery/skills/decision-record/SKILL.md · Record bounded product decisions with counterevidence, uncertainty, and explicit reversal conditions.
arcanada-one/datarim · plugins/product-discovery/skills/hypothesis-validation/SKILL.md · Use when a product decision depends on an uncertain claim and needs a bounded, falsifiable check.
arcanada-one/datarim · skills/adversarial-review/SKILL.md · Forces an adversarial mindset on a plan, PRD, design, or code change — break it rather than bless it. Loaded at the…
arcanada-one/datarim · skills/brainstorming/SKILL.md · MUST use this before any creative work — features, components, functionality, behavior changes. Explores user intent…
arcanada-one/datarim · skills/consilium/SKILL.md · Assemble a panel of Datarim agents for multi-perspective analysis of decisions. Use for /dr-design stage (L3-4) or…
obra/superpowers · skills/dispatching-parallel-agents/SKILL.md · Use when facing 2+ independent tasks that can be worked on without shared state or sequential dependencies
a5c-ai/babysitter · library/methodologies/superpowers/skills/dispatching-parallel-agents/SKILL.md · Use when facing 2+ independent tasks that can be worked on without shared state or sequential dependencies.
ganyuanran/aegis · skills/dispatching-parallel-agents/SKILL.md · Use when facing 2+ independent tasks without a written plan, with no conflicting shared mutable state or sequential…
coco-research/coco · skills/dispatching-parallel-agents/SKILL.md · Use when facing 2+ independent tasks that can be worked on without shared state or sequential dependencies
xu123-bob/baize · agent/skills/superpowers/5.1.0/skills/dispatching-parallel-agents/SKILL.md · Use when facing 2+ independent tasks that can be worked on without shared state or sequential dependencies
jamditis/claude-skills-journalism · superjawn/skills/dispatching-parallel-agents/SKILL.md · Use when facing 2+ independent tasks that can be worked on without shared state or sequential dependencies
ibrahim-3d/orchestrator-supaconductor · skills/dispatching-parallel-agents/SKILL.md · Use when facing 2+ independent tasks that can be worked on without shared state or sequential dependencies
