Creator · obra
Last updated · Sep 1, 2026
Use when facing 2+ independent tasks that can be worked on without shared state or sequential dependencies
Creator · obra
Last updated · Sep 1, 2026
Use when facing 2+ independent tasks that can be worked on without shared state or sequential dependencies
Creator · obra
Last updated · Sep 1, 2026
Use when facing 2+ independent tasks that can be worked on without shared state or sequential dependencies
Creator · obra
Last updated · Sep 1, 2026
Use when facing 2+ independent tasks that can be worked on without shared state or sequential dependencies
Install targets
Codex install prompt
Install the "dispatching-parallel-agents" agent skill from https://github.com/obra/superpowers/tree/main/skills/dispatching-parallel-agents. Read its SKILL.md or equivalent instructions first, install only the files needed for this workspace, and summarize any required setup before using it. Skill purpose: Use when facing 2+ independent tasks that can be worked on without shared state or sequential dependencies After the install attempt, report the result to https://www.openagentskill.com/api/agent/outcome with POST JSON {"event_id":"install_<unique-id>","skill_slug":"obra-dispatching-parallel-agents","task":"Install dispatching-parallel-agents","agent":"codex","outcome":"success","install_used":true}. Replace event_id with a unique value and outcome with success or failed. Report success only after the skill is installed and a minimal verification passes.Supply asset profile
Code review, repo analysis, testing, CI, GitHub, DevOps, and developer workflow skills.
Scenario
Coding agents
I need a coding agent that can understand a repository, edit code, and review pull requests.
Agent fit
Claude Code + CLI + Codex
Codex, Claude Code, Cursor, CLI, or custom agents.
Install
Ready
npx skills add obra/superpowers --skill dispatching-parallel-agents
Maintenance
fresh
5d since push
Risk
Safe to try
No major risk signals from available metadata
GitHub quality
280K
95/100 Quality · 88/100 Trust
Coverage tags
Review notes
No major risk signals from available metadata
Agent adoption scorecard
These scores combine public repository metadata, OpenAgentSkill review signals, maintenance freshness, and install readiness. They are a shortlist signal, not a replacement for human review.
Quality
ExcellentHigh-confidence pick with strong adoption and healthy maintenance signals.
Trust
Review then installGood shortlist signal, but the agent should review audit notes, install policy, and outcome evidence before running it.
Audit
Safe to tryA machine-readable review of install readiness, security metadata, maintenance, and adoption risk.
OpenAgentSkill Trust Score v5
Use as the primary candidate after human or sandbox review.
Stars
280K GitHub stars
Repo activity
280K stars, 25K forks
Maintenance
5d since push
License
MIT
Install
npx skills add obra/superpowers --skill dispatching-parallel-agents
Install safety
Agent-readable metadata
Use this block or the embedded JSON to decide whether an agent should install this skill, choose an alternative, or ask for human review first.
Suited tasks
Suited agents
Install decision
Trust and risk
Outcome loop
Install command
npx skills add obra/superpowers --skill dispatching-parallel-agentsDo not use when
Agent safety v2
Good audit and safety signals with no high-risk permission hints in public metadata.
Review the audit page, then allow agent install in a sandboxed workflow.
medium
Skill likely fetches remote pages, APIs, repositories, or external services.
medium
Skill may read or write project files, documents, generated artifacts, or local workspace state.
Agent resolve plan
The Resolve API returns the selected skill, alternatives, safety policy, audit notes, install target, and copy-paste prompt an agent can follow without scraping this page.
Open JSON
/api/agent/resolve?task=Use%20dispatching-parallel-agents%20for%20an%20agent%20workflow&agent=codex&max_risk=medium
Resolve text
/api/agent/resolve?task=Use%20dispatching-parallel-agents%20for%20an%20agent%20workflow&agent=codex&max_risk=medium&format=text
Install handoff
/api/skills/obra-dispatching-parallel-agents/install
Agent should check
Copy prompt
Task: Use dispatching-parallel-agents in this workspace.
Resolve first: https://www.openagentskill.com/api/agent/resolve?task=Use%20dispatching-parallel-agents%20for%20an%20agent%20workflow&agent=codex&max_risk=medium
Review install handoff: https://www.openagentskill.com/api/skills/obra-dispatching-parallel-agents/install
Install command: npx skills add obra/superpowers --skill dispatching-parallel-agents
Before running it, summarize audit warnings, required permissions, and the fallback skill if install is risky.Agent handoff
Use the public install endpoint to fetch the command, safety checklist, target prompts, and canonical links for this skill.
Install handoff
/api/skills/obra-dispatching-parallel-agents/install
LLM text format
/api/skills/obra-dispatching-parallel-agents/install?format=text
Find alternatives
/api/skills/search?q=dispatching-parallel-agents&limit=3
Agent prompt
Use dispatching-parallel-agents for this task. Review https://www.openagentskill.com/api/skills/obra-dispatching-parallel-agents/install, then install with: npx skills add obra/superpowers --skill dispatching-parallel-agentsRegistry metadata
This page exposes the same decision, trust, audit, use-case, and install signals through the Registry API, so agents can rank this skill without scraping the UI.
Manifest
/api/registry/manifest/obra-dispatching-parallel-agents
LLM text
/api/registry/manifest/obra-dispatching-parallel-agents?format=text
Install alias
/api/registry/install/obra-dispatching-parallel-agents
Recommend
/api/registry/recommend?task=Use%20dispatching-parallel-agents%20in%20an%20agent%20workflow&limit=3
Agent fit
Coding agents
Use-case tags
Platforms
Claude Code
Audit report
A machine-readable review of install readiness, security metadata, maintenance, and adoption risk.
Agent decision cockpit
Use this as a leading candidate, then validate the README and install path in your own agent stack.
Role in stack
Primary pick
Primary fit
Coding agents
Trust label
Production-ready
Install path
Command ready
Use when
Evidence
review first
Implementation path
Trust profile
Good shortlist signal, but the agent should review audit notes, install policy, and outcome evidence before running it.
GitHub adoption
PASS280K GitHub stars
Stars/forks activity
PASS280K stars, 25K forks; issue activity unavailable in current metadata
Recent maintenance
PASS5d since push
License clarity
PASSMIT
Good signals
Review before install
Recommended action
Use as the primary candidate after human or sandbox review.
Quality profile
High-confidence pick with strong adoption and healthy maintenance signals.
Workflow fit
Build and ship code
I need a coding agent that can understand a repository, edit code, and review pull requests.
Automate repeated work
I need my agent to automate a repeated workflow across tools and files.
Verify behavior
I need my agent to test a web app, reproduce bugs, and verify fixes.
Workflow fit
Inspect, patch, and verify code
A workflow for software agents that inspect repositories, review pull requests, generate tests, and turn findings into shippable patches.
Turn skills into distribution
A workflow for turning newly indexed skills into SEO briefs, social drafts, comparison pages, and reusable publishing workflows.
Operate and verify web apps
A workflow for agents that navigate products, fill forms, take screenshots, and verify real user flows across web applications.
Alternative shortlist
Similar skills that may fit this task.
Run multimodal agents that operate desktop interfaces
Connect agents to hundreds of workflow automations
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Alternative firmware for ESP8266 and ESP32 based devices with easy configuration using webUI, OTA updates, automation using timers or rules, expandability and entirely local control over MQTT, HTTP, Serial or KNX. Full documentation at
--- name: dispatching-parallel-agents description: Use when facing 2+ independent tasks that can be worked on without shared state or sequential dependencies ---
# 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.
## When to Use
```dot digraph when_to_use { "Multiple failures?" [shape=diamond]; "Are they independent?" [shape=diamond]; "Single agent investigates all" [shape=box]; "One agent per problem domain" [shape=box]; "Can they work in parallel?" [shape=diamond]; "Sequential agents" [shape=box]; "Parallel dispatch" [shape=box];
"Multiple failures?" -> "Are they independent?" [label="yes"]; "Are they independent?" -> "Single agent investigates all" [label="no - related"]; "Are they independent?" -> "Can they work in parallel?" [label="yes"]; "Can they work in parallel?" -> "Parallel dispatch" [label="yes"]; "Can they work in parallel?" -> "Sequential agents" [label="no - shared state"]; } ```
**Use when:** - 3+ test files failing with different root causes - Multiple subsystems broken independently - Each problem can be understood without context from others - No shared state between investigations
**Don't use when:** - Failures are related (fix one might fix others) - Need to understand full system state - Agents would interfere with each other
## The Pattern
### 1. Identify Independent Domains
Group failures by what's broken: - File A tests: Tool approval flow - File B tests: Batch completion behavior - File C tests: Abort functionality
Each domain is independent - fixing tool approval doesn't affect abort tests.
### 2. Create Focused Agent Tasks
Each agent gets: - **Specific scope:** One test file or subsystem - **Clear goal:** Make these tests pass - **Constraints:** Don't change other code - **Expected output:** Summary of what you found and fixed
### 3. Dispatch in Parallel
Issue all three subagent dispatches in the same response — they run in parallel:
```text Subagent (general-purpose): "Fix agent-tool-abort.test.ts failures" Subagent (general-purpose): "Fix batch-completion-behavior.test.ts failures" Subagent (general-purpose): "Fix tool-approval-race-conditions.test.ts failures" # All three run concurrently. ```
Multiple dispatch calls in one response = parallel execution. One per response = sequential.
### 4. Review and Integrate
When agents return: - Read each summary - Verify fixes don't conflict - Run full test suite - Integrate all changes
## Agent Prompt Structure
Good agent prompts are: 1. **Focused** - One clear problem domain 2. **Self-contained** - All context needed to understand the problem 3. **Specific about output** - What should the agent return?
```markdown Fix the 3 failing tests in src/agents/agent-tool-abort.test.ts:
1. "should abort tool with partial output capture" - expects 'interrupted at' in message 2. "should handle mixed completed and aborted tools" - fast tool aborted instead of completed 3. "should properly track pendingToolCount" - expects 3 results but gets 0
These are timing/race condition issues. Your task:
1. Read the test file and understand what each test verifies 2. Identify root cause - timing issues or actual bugs? 3. Fix by: - Replacing arbitrary timeouts with event-based waiting - Fixing bugs in abort implementation if found - Adjusting test expectations if testing changed behavior
Do NOT just increase timeouts - find the real issue.
Return: Summary of what you found and what you fixed. ```
## Common Mistakes
**❌ Too broad:** "Fix all the tests" - agent gets lost **✅ Specific:** "Fix agent-tool-abort.test.ts" - focused scope
**❌ No context:** "Fix the race condition" - agent doesn't know where **✅ Context:** Paste the error messages and test names
**❌ No constraints:** Agent might refactor everything **✅ Constraints:** "Do NOT change production code" or "Fix tests only"
**❌ Vague output:** "Fix it" - you don't know what changed **✅ Specific:** "Return summary of root cause and changes"
## When NOT to Use
**Related failures:** Fixing one might fix others - investigate together first **Need full context:** Understanding requires seeing entire system **Exploratory debugging:** You don't know what's broken yet **Shared state:** Agents would interfere (editing same files, using same resources)
## Real Example from Session
**Scenario:** 6 test failures across 3 files after major refactoring
**Failures:** - agent-tool-abort.test.ts: 3 failures (timing issues) - batch-completion-behavior.test.ts: 2 failures (tools not executing) - tool-approval-race-conditions.test.ts: 1 failure (execution count = 0)
**Decision:** Independent domains - abort logic separate from batch completion separate from race conditions
**Dispatch:** ``` Agent 1 → Fix agent-tool-abort.test.ts Agent 2 → Fix batch-completion-behavior.test.ts Agent 3 → Fix tool-approval-race-conditions.test.ts ```
**Results:** - Agent 1: Replaced timeouts with event-based waiting - Agent 2: Fixed event structure bug (threadId in wrong place) - Agent 3: Added wait for async tool execution to complete
**Integration:** All fixes independent, no conflicts, full suite green
## Verification
After agents return: 1. **Review each summary** - Understand what changed 2. **Check for conflicts** - Did agents edit same code? 3. **Run full suite** - Verify all fixes work together 4. **Spot check** - Agents can make systematic errors
Source provenance
Decision snapshot
280,439 GitHub stars
Audit
Install and adoption review
Agent-proven evidence
Outcome reports after resolve, review, install, and one narrow run.
No agent outcome data yet. The first agent run can report success, setup needs, risk blocks, failure, or not-relevant through /api/agent/outcome.
Install
Free and open source. Review the report before installing into production agents.
Growth loop
Scenario-led draft for dispatching-parallel-agents, ready for a manual X post.
dispatching-parallel-agents: Use when facing 2+ independent tasks that can be worked on without shared state or sequential... 280.4K stars https://www.openagentskill.com/skills/obra-dispatching-parallel-agents?ref=x
Listing + install path for dispatching-parallel-agents: https://www.openagentskill.com/skills/obra-dispatching-parallel-agents?ref=x Install: npx skills add obra/superpowers --skill dispatching-parallel-agents
Listing source
This listing was indexed from public sources and is not marked official until a maintainer claim is approved.
Attribution links to the public repository or creator profile. Creators can claim the listing to update ownership signals.
Claim this skillOwner claim
This Registry indexed listing is attributed to obra but is not marked official yet. Claim it to add a verified owner signal and make future launch, install, and audit updates easier to trust.
Creator backlink kit
Show the canonical listing, current trust and audit signals, and real Agent-Proven evidence where developers evaluate the repository.
[](https://www.openagentskill.com/skills/obra-dispatching-parallel-agents?ref=github&utm_source=github&utm_medium=referral&utm_campaign=creator_badge)
[](https://www.openagentskill.com/skills/obra-dispatching-parallel-agents?ref=github&utm_source=github&utm_medium=referral&utm_campaign=creator_badge)
[](https://www.openagentskill.com/skills/obra-dispatching-parallel-agents/audit)
[](https://www.openagentskill.com/skills/obra-dispatching-parallel-agents?ref=github&utm_source=github&utm_medium=referral&utm_campaign=creator_badge)obra
@obra
Share whether this skill looks useful for your agent workflow. Aggregated feedback improves rankings over time.
Review then install
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Codex install prompt
Install the "dispatching-parallel-agents" agent skill from https://github.com/obra/superpowers/tree/main/skills/dispatching-parallel-agents. Read its SKILL.md or equivalent instructions first, install only the files needed for this workspace, and summarize any required setup before using it. Skill purpose: Use when facing 2+ independent tasks that can be worked on without shared state or sequential dependencies After the install attempt, report the result to https://www.openagentskill.com/api/agent/outcome with POST JSON {"event_id":"install_<unique-id>","skill_slug":"obra-dispatching-parallel-agents","task":"Install dispatching-parallel-agents","agent":"codex","outcome":"success","install_used":true}. Replace event_id with a unique value and outcome with success or failed. Report success only after the skill is installed and a minimal verification passes.Supply asset profile
Code review, repo analysis, testing, CI, GitHub, DevOps, and developer workflow skills.
Scenario
Coding agents
I need a coding agent that can understand a repository, edit code, and review pull requests.
Agent fit
Claude Code + CLI + Codex
Codex, Claude Code, Cursor, CLI, or custom agents.
Install
Ready
npx skills add obra/superpowers --skill dispatching-parallel-agents
Maintenance
fresh
5d since push
Risk
Safe to try
No major risk signals from available metadata
GitHub quality
280K
95/100 Quality · 88/100 Trust
Coverage tags
Review notes
No major risk signals from available metadata
Agent adoption scorecard
These scores combine public repository metadata, OpenAgentSkill review signals, maintenance freshness, and install readiness. They are a shortlist signal, not a replacement for human review.
Quality
ExcellentHigh-confidence pick with strong adoption and healthy maintenance signals.
Trust
Review then installGood shortlist signal, but the agent should review audit notes, install policy, and outcome evidence before running it.
Audit
Safe to tryA machine-readable review of install readiness, security metadata, maintenance, and adoption risk.
OpenAgentSkill Trust Score v5
Use as the primary candidate after human or sandbox review.
Stars
280K GitHub stars
Repo activity
280K stars, 25K forks
Maintenance
5d since push
License
MIT
Install
npx skills add obra/superpowers --skill dispatching-parallel-agents
Install safety
Agent-readable metadata
Use this block or the embedded JSON to decide whether an agent should install this skill, choose an alternative, or ask for human review first.
Suited tasks
Suited agents
Install decision
Trust and risk
Outcome loop
Install command
npx skills add obra/superpowers --skill dispatching-parallel-agentsDo not use when
Agent safety v2
Good audit and safety signals with no high-risk permission hints in public metadata.
Review the audit page, then allow agent install in a sandboxed workflow.
medium
Skill likely fetches remote pages, APIs, repositories, or external services.
medium
Skill may read or write project files, documents, generated artifacts, or local workspace state.
Agent resolve plan
The Resolve API returns the selected skill, alternatives, safety policy, audit notes, install target, and copy-paste prompt an agent can follow without scraping this page.
Open JSON
/api/agent/resolve?task=Use%20dispatching-parallel-agents%20for%20an%20agent%20workflow&agent=codex&max_risk=medium
Resolve text
/api/agent/resolve?task=Use%20dispatching-parallel-agents%20for%20an%20agent%20workflow&agent=codex&max_risk=medium&format=text
Install handoff
/api/skills/obra-dispatching-parallel-agents/install
Agent should check
Copy prompt
Task: Use dispatching-parallel-agents in this workspace.
Resolve first: https://www.openagentskill.com/api/agent/resolve?task=Use%20dispatching-parallel-agents%20for%20an%20agent%20workflow&agent=codex&max_risk=medium
Review install handoff: https://www.openagentskill.com/api/skills/obra-dispatching-parallel-agents/install
Install command: npx skills add obra/superpowers --skill dispatching-parallel-agents
Before running it, summarize audit warnings, required permissions, and the fallback skill if install is risky.Agent handoff
Use the public install endpoint to fetch the command, safety checklist, target prompts, and canonical links for this skill.
Install handoff
/api/skills/obra-dispatching-parallel-agents/install
LLM text format
/api/skills/obra-dispatching-parallel-agents/install?format=text
Find alternatives
/api/skills/search?q=dispatching-parallel-agents&limit=3
Agent prompt
Use dispatching-parallel-agents for this task. Review https://www.openagentskill.com/api/skills/obra-dispatching-parallel-agents/install, then install with: npx skills add obra/superpowers --skill dispatching-parallel-agentsRegistry metadata
This page exposes the same decision, trust, audit, use-case, and install signals through the Registry API, so agents can rank this skill without scraping the UI.
Manifest
/api/registry/manifest/obra-dispatching-parallel-agents
LLM text
/api/registry/manifest/obra-dispatching-parallel-agents?format=text
Install alias
/api/registry/install/obra-dispatching-parallel-agents
Recommend
/api/registry/recommend?task=Use%20dispatching-parallel-agents%20in%20an%20agent%20workflow&limit=3
Agent fit
Coding agents
Use-case tags
Platforms
Claude Code
Audit report
A machine-readable review of install readiness, security metadata, maintenance, and adoption risk.
Agent decision cockpit
Use this as a leading candidate, then validate the README and install path in your own agent stack.
Role in stack
Primary pick
Primary fit
Coding agents
Trust label
Production-ready
Install path
Command ready
Use when
Evidence
review first
Implementation path
Trust profile
Good shortlist signal, but the agent should review audit notes, install policy, and outcome evidence before running it.
GitHub adoption
PASS280K GitHub stars
Stars/forks activity
PASS280K stars, 25K forks; issue activity unavailable in current metadata
Recent maintenance
PASS5d since push
License clarity
PASSMIT
Good signals
Review before install
Recommended action
Use as the primary candidate after human or sandbox review.
Quality profile
High-confidence pick with strong adoption and healthy maintenance signals.
Workflow fit
Build and ship code
I need a coding agent that can understand a repository, edit code, and review pull requests.
Automate repeated work
I need my agent to automate a repeated workflow across tools and files.
Verify behavior
I need my agent to test a web app, reproduce bugs, and verify fixes.
Workflow fit
Inspect, patch, and verify code
A workflow for software agents that inspect repositories, review pull requests, generate tests, and turn findings into shippable patches.
Turn skills into distribution
A workflow for turning newly indexed skills into SEO briefs, social drafts, comparison pages, and reusable publishing workflows.
Operate and verify web apps
A workflow for agents that navigate products, fill forms, take screenshots, and verify real user flows across web applications.
Alternative shortlist
Similar skills that may fit this task.
Run multimodal agents that operate desktop interfaces
Connect agents to hundreds of workflow automations
利用AI大模型,一键生成高清短视频 Generate short videos with one click using AI LLM.
Alternative firmware for ESP8266 and ESP32 based devices with easy configuration using webUI, OTA updates, automation using timers or rules, expandability and entirely local control over MQTT, HTTP, Serial or KNX. Full documentation at
--- name: dispatching-parallel-agents description: Use when facing 2+ independent tasks that can be worked on without shared state or sequential dependencies ---
# 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.
## When to Use
```dot digraph when_to_use { "Multiple failures?" [shape=diamond]; "Are they independent?" [shape=diamond]; "Single agent investigates all" [shape=box]; "One agent per problem domain" [shape=box]; "Can they work in parallel?" [shape=diamond]; "Sequential agents" [shape=box]; "Parallel dispatch" [shape=box];
"Multiple failures?" -> "Are they independent?" [label="yes"]; "Are they independent?" -> "Single agent investigates all" [label="no - related"]; "Are they independent?" -> "Can they work in parallel?" [label="yes"]; "Can they work in parallel?" -> "Parallel dispatch" [label="yes"]; "Can they work in parallel?" -> "Sequential agents" [label="no - shared state"]; } ```
**Use when:** - 3+ test files failing with different root causes - Multiple subsystems broken independently - Each problem can be understood without context from others - No shared state between investigations
**Don't use when:** - Failures are related (fix one might fix others) - Need to understand full system state - Agents would interfere with each other
## The Pattern
### 1. Identify Independent Domains
Group failures by what's broken: - File A tests: Tool approval flow - File B tests: Batch completion behavior - File C tests: Abort functionality
Each domain is independent - fixing tool approval doesn't affect abort tests.
### 2. Create Focused Agent Tasks
Each agent gets: - **Specific scope:** One test file or subsystem - **Clear goal:** Make these tests pass - **Constraints:** Don't change other code - **Expected output:** Summary of what you found and fixed
### 3. Dispatch in Parallel
Issue all three subagent dispatches in the same response — they run in parallel:
```text Subagent (general-purpose): "Fix agent-tool-abort.test.ts failures" Subagent (general-purpose): "Fix batch-completion-behavior.test.ts failures" Subagent (general-purpose): "Fix tool-approval-race-conditions.test.ts failures" # All three run concurrently. ```
Multiple dispatch calls in one response = parallel execution. One per response = sequential.
### 4. Review and Integrate
When agents return: - Read each summary - Verify fixes don't conflict - Run full test suite - Integrate all changes
## Agent Prompt Structure
Good agent prompts are: 1. **Focused** - One clear problem domain 2. **Self-contained** - All context needed to understand the problem 3. **Specific about output** - What should the agent return?
```markdown Fix the 3 failing tests in src/agents/agent-tool-abort.test.ts:
1. "should abort tool with partial output capture" - expects 'interrupted at' in message 2. "should handle mixed completed and aborted tools" - fast tool aborted instead of completed 3. "should properly track pendingToolCount" - expects 3 results but gets 0
These are timing/race condition issues. Your task:
1. Read the test file and understand what each test verifies 2. Identify root cause - timing issues or actual bugs? 3. Fix by: - Replacing arbitrary timeouts with event-based waiting - Fixing bugs in abort implementation if found - Adjusting test expectations if testing changed behavior
Do NOT just increase timeouts - find the real issue.
Return: Summary of what you found and what you fixed. ```
## Common Mistakes
**❌ Too broad:** "Fix all the tests" - agent gets lost **✅ Specific:** "Fix agent-tool-abort.test.ts" - focused scope
**❌ No context:** "Fix the race condition" - agent doesn't know where **✅ Context:** Paste the error messages and test names
**❌ No constraints:** Agent might refactor everything **✅ Constraints:** "Do NOT change production code" or "Fix tests only"
**❌ Vague output:** "Fix it" - you don't know what changed **✅ Specific:** "Return summary of root cause and changes"
## When NOT to Use
**Related failures:** Fixing one might fix others - investigate together first **Need full context:** Understanding requires seeing entire system **Exploratory debugging:** You don't know what's broken yet **Shared state:** Agents would interfere (editing same files, using same resources)
## Real Example from Session
**Scenario:** 6 test failures across 3 files after major refactoring
**Failures:** - agent-tool-abort.test.ts: 3 failures (timing issues) - batch-completion-behavior.test.ts: 2 failures (tools not executing) - tool-approval-race-conditions.test.ts: 1 failure (execution count = 0)
**Decision:** Independent domains - abort logic separate from batch completion separate from race conditions
**Dispatch:** ``` Agent 1 → Fix agent-tool-abort.test.ts Agent 2 → Fix batch-completion-behavior.test.ts Agent 3 → Fix tool-approval-race-conditions.test.ts ```
**Results:** - Agent 1: Replaced timeouts with event-based waiting - Agent 2: Fixed event structure bug (threadId in wrong place) - Agent 3: Added wait for async tool execution to complete
**Integration:** All fixes independent, no conflicts, full suite green
## Verification
After agents return: 1. **Review each summary** - Understand what changed 2. **Check for conflicts** - Did agents edit same code? 3. **Run full suite** - Verify all fixes work together 4. **Spot check** - Agents can make systematic errors
Source provenance
Decision snapshot
280,439 GitHub stars
Audit
Install and adoption review
Agent-proven evidence
Outcome reports after resolve, review, install, and one narrow run.
No agent outcome data yet. The first agent run can report success, setup needs, risk blocks, failure, or not-relevant through /api/agent/outcome.
Install
Free and open source. Review the report before installing into production agents.
Growth loop
Scenario-led draft for dispatching-parallel-agents, ready for a manual X post.
dispatching-parallel-agents: Use when facing 2+ independent tasks that can be worked on without shared state or sequential... 280.4K stars https://www.openagentskill.com/skills/obra-dispatching-parallel-agents?ref=x
Listing + install path for dispatching-parallel-agents: https://www.openagentskill.com/skills/obra-dispatching-parallel-agents?ref=x Install: npx skills add obra/superpowers --skill dispatching-parallel-agents
Listing source
This listing was indexed from public sources and is not marked official until a maintainer claim is approved.
Attribution links to the public repository or creator profile. Creators can claim the listing to update ownership signals.
Claim this skillOwner claim
This Registry indexed listing is attributed to obra but is not marked official yet. Claim it to add a verified owner signal and make future launch, install, and audit updates easier to trust.
Creator backlink kit
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[](https://www.openagentskill.com/skills/obra-dispatching-parallel-agents/audit)
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Review then install
UI-TARS Desktop
Run multimodal agents that operate desktop interfaces
37.0K Starsn8n
Connect agents to hundreds of workflow automations
194.1K StarsMoneyPrinterTurbo
利用AI大模型,一键生成高清短视频 Generate short videos with one click using AI LLM.
88.5K StarsTasmota
Alternative firmware for ESP8266 and ESP32 based devices with easy configuration using webUI, OTA updates, automation using timers or rules, expandability and entirely local control over MQTT, HTTP, Serial or KNX. Full documentation at
24.7K StarsInstall targets
Codex install prompt
Install the "dispatching-parallel-agents" agent skill from https://github.com/obra/superpowers/tree/main/skills/dispatching-parallel-agents. Read its SKILL.md or equivalent instructions first, install only the files needed for this workspace, and summarize any required setup before using it. Skill purpose: Use when facing 2+ independent tasks that can be worked on without shared state or sequential dependencies After the install attempt, report the result to https://www.openagentskill.com/api/agent/outcome with POST JSON {"event_id":"install_<unique-id>","skill_slug":"obra-dispatching-parallel-agents","task":"Install dispatching-parallel-agents","agent":"codex","outcome":"success","install_used":true}. Replace event_id with a unique value and outcome with success or failed. Report success only after the skill is installed and a minimal verification passes.Supply asset profile
Code review, repo analysis, testing, CI, GitHub, DevOps, and developer workflow skills.
Scenario
Coding agents
I need a coding agent that can understand a repository, edit code, and review pull requests.
Agent fit
Claude Code + CLI + Codex
Codex, Claude Code, Cursor, CLI, or custom agents.
Install
Ready
npx skills add obra/superpowers --skill dispatching-parallel-agents
Maintenance
fresh
5d since push
Risk
Safe to try
No major risk signals from available metadata
GitHub quality
280K
95/100 Quality · 88/100 Trust
Coverage tags
Review notes
No major risk signals from available metadata
Agent adoption scorecard
These scores combine public repository metadata, OpenAgentSkill review signals, maintenance freshness, and install readiness. They are a shortlist signal, not a replacement for human review.
Quality
ExcellentHigh-confidence pick with strong adoption and healthy maintenance signals.
Trust
Review then installGood shortlist signal, but the agent should review audit notes, install policy, and outcome evidence before running it.
Audit
Safe to tryA machine-readable review of install readiness, security metadata, maintenance, and adoption risk.
OpenAgentSkill Trust Score v5
Use as the primary candidate after human or sandbox review.
Stars
280K GitHub stars
Repo activity
280K stars, 25K forks
Maintenance
5d since push
License
MIT
Install
npx skills add obra/superpowers --skill dispatching-parallel-agents
Install safety
Agent-readable metadata
Use this block or the embedded JSON to decide whether an agent should install this skill, choose an alternative, or ask for human review first.
Suited tasks
Suited agents
Install decision
Trust and risk
Outcome loop
Install command
npx skills add obra/superpowers --skill dispatching-parallel-agentsDo not use when
Agent safety v2
Good audit and safety signals with no high-risk permission hints in public metadata.
Review the audit page, then allow agent install in a sandboxed workflow.
medium
Skill likely fetches remote pages, APIs, repositories, or external services.
medium
Skill may read or write project files, documents, generated artifacts, or local workspace state.
Agent resolve plan
The Resolve API returns the selected skill, alternatives, safety policy, audit notes, install target, and copy-paste prompt an agent can follow without scraping this page.
Open JSON
/api/agent/resolve?task=Use%20dispatching-parallel-agents%20for%20an%20agent%20workflow&agent=codex&max_risk=medium
Resolve text
/api/agent/resolve?task=Use%20dispatching-parallel-agents%20for%20an%20agent%20workflow&agent=codex&max_risk=medium&format=text
Install handoff
/api/skills/obra-dispatching-parallel-agents/install
Agent should check
Copy prompt
Task: Use dispatching-parallel-agents in this workspace.
Resolve first: https://www.openagentskill.com/api/agent/resolve?task=Use%20dispatching-parallel-agents%20for%20an%20agent%20workflow&agent=codex&max_risk=medium
Review install handoff: https://www.openagentskill.com/api/skills/obra-dispatching-parallel-agents/install
Install command: npx skills add obra/superpowers --skill dispatching-parallel-agents
Before running it, summarize audit warnings, required permissions, and the fallback skill if install is risky.Agent handoff
Use the public install endpoint to fetch the command, safety checklist, target prompts, and canonical links for this skill.
Install handoff
/api/skills/obra-dispatching-parallel-agents/install
LLM text format
/api/skills/obra-dispatching-parallel-agents/install?format=text
Find alternatives
/api/skills/search?q=dispatching-parallel-agents&limit=3
Agent prompt
Use dispatching-parallel-agents for this task. Review https://www.openagentskill.com/api/skills/obra-dispatching-parallel-agents/install, then install with: npx skills add obra/superpowers --skill dispatching-parallel-agentsRegistry metadata
This page exposes the same decision, trust, audit, use-case, and install signals through the Registry API, so agents can rank this skill without scraping the UI.
Manifest
/api/registry/manifest/obra-dispatching-parallel-agents
LLM text
/api/registry/manifest/obra-dispatching-parallel-agents?format=text
Install alias
/api/registry/install/obra-dispatching-parallel-agents
Recommend
/api/registry/recommend?task=Use%20dispatching-parallel-agents%20in%20an%20agent%20workflow&limit=3
Agent fit
Coding agents
Use-case tags
Platforms
Claude Code
Audit report
A machine-readable review of install readiness, security metadata, maintenance, and adoption risk.
Agent decision cockpit
Use this as a leading candidate, then validate the README and install path in your own agent stack.
Role in stack
Primary pick
Primary fit
Coding agents
Trust label
Production-ready
Install path
Command ready
Use when
Evidence
review first
Implementation path
Trust profile
Good shortlist signal, but the agent should review audit notes, install policy, and outcome evidence before running it.
GitHub adoption
PASS280K GitHub stars
Stars/forks activity
PASS280K stars, 25K forks; issue activity unavailable in current metadata
Recent maintenance
PASS5d since push
License clarity
PASSMIT
Good signals
Review before install
Recommended action
Use as the primary candidate after human or sandbox review.
Quality profile
High-confidence pick with strong adoption and healthy maintenance signals.
Workflow fit
Build and ship code
I need a coding agent that can understand a repository, edit code, and review pull requests.
Automate repeated work
I need my agent to automate a repeated workflow across tools and files.
Verify behavior
I need my agent to test a web app, reproduce bugs, and verify fixes.
Workflow fit
Inspect, patch, and verify code
A workflow for software agents that inspect repositories, review pull requests, generate tests, and turn findings into shippable patches.
Turn skills into distribution
A workflow for turning newly indexed skills into SEO briefs, social drafts, comparison pages, and reusable publishing workflows.
Operate and verify web apps
A workflow for agents that navigate products, fill forms, take screenshots, and verify real user flows across web applications.
Alternative shortlist
Similar skills that may fit this task.
Run multimodal agents that operate desktop interfaces
Connect agents to hundreds of workflow automations
利用AI大模型,一键生成高清短视频 Generate short videos with one click using AI LLM.
Alternative firmware for ESP8266 and ESP32 based devices with easy configuration using webUI, OTA updates, automation using timers or rules, expandability and entirely local control over MQTT, HTTP, Serial or KNX. Full documentation at
--- name: dispatching-parallel-agents description: Use when facing 2+ independent tasks that can be worked on without shared state or sequential dependencies ---
# 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.
## When to Use
```dot digraph when_to_use { "Multiple failures?" [shape=diamond]; "Are they independent?" [shape=diamond]; "Single agent investigates all" [shape=box]; "One agent per problem domain" [shape=box]; "Can they work in parallel?" [shape=diamond]; "Sequential agents" [shape=box]; "Parallel dispatch" [shape=box];
"Multiple failures?" -> "Are they independent?" [label="yes"]; "Are they independent?" -> "Single agent investigates all" [label="no - related"]; "Are they independent?" -> "Can they work in parallel?" [label="yes"]; "Can they work in parallel?" -> "Parallel dispatch" [label="yes"]; "Can they work in parallel?" -> "Sequential agents" [label="no - shared state"]; } ```
**Use when:** - 3+ test files failing with different root causes - Multiple subsystems broken independently - Each problem can be understood without context from others - No shared state between investigations
**Don't use when:** - Failures are related (fix one might fix others) - Need to understand full system state - Agents would interfere with each other
## The Pattern
### 1. Identify Independent Domains
Group failures by what's broken: - File A tests: Tool approval flow - File B tests: Batch completion behavior - File C tests: Abort functionality
Each domain is independent - fixing tool approval doesn't affect abort tests.
### 2. Create Focused Agent Tasks
Each agent gets: - **Specific scope:** One test file or subsystem - **Clear goal:** Make these tests pass - **Constraints:** Don't change other code - **Expected output:** Summary of what you found and fixed
### 3. Dispatch in Parallel
Issue all three subagent dispatches in the same response — they run in parallel:
```text Subagent (general-purpose): "Fix agent-tool-abort.test.ts failures" Subagent (general-purpose): "Fix batch-completion-behavior.test.ts failures" Subagent (general-purpose): "Fix tool-approval-race-conditions.test.ts failures" # All three run concurrently. ```
Multiple dispatch calls in one response = parallel execution. One per response = sequential.
### 4. Review and Integrate
When agents return: - Read each summary - Verify fixes don't conflict - Run full test suite - Integrate all changes
## Agent Prompt Structure
Good agent prompts are: 1. **Focused** - One clear problem domain 2. **Self-contained** - All context needed to understand the problem 3. **Specific about output** - What should the agent return?
```markdown Fix the 3 failing tests in src/agents/agent-tool-abort.test.ts:
1. "should abort tool with partial output capture" - expects 'interrupted at' in message 2. "should handle mixed completed and aborted tools" - fast tool aborted instead of completed 3. "should properly track pendingToolCount" - expects 3 results but gets 0
These are timing/race condition issues. Your task:
1. Read the test file and understand what each test verifies 2. Identify root cause - timing issues or actual bugs? 3. Fix by: - Replacing arbitrary timeouts with event-based waiting - Fixing bugs in abort implementation if found - Adjusting test expectations if testing changed behavior
Do NOT just increase timeouts - find the real issue.
Return: Summary of what you found and what you fixed. ```
## Common Mistakes
**❌ Too broad:** "Fix all the tests" - agent gets lost **✅ Specific:** "Fix agent-tool-abort.test.ts" - focused scope
**❌ No context:** "Fix the race condition" - agent doesn't know where **✅ Context:** Paste the error messages and test names
**❌ No constraints:** Agent might refactor everything **✅ Constraints:** "Do NOT change production code" or "Fix tests only"
**❌ Vague output:** "Fix it" - you don't know what changed **✅ Specific:** "Return summary of root cause and changes"
## When NOT to Use
**Related failures:** Fixing one might fix others - investigate together first **Need full context:** Understanding requires seeing entire system **Exploratory debugging:** You don't know what's broken yet **Shared state:** Agents would interfere (editing same files, using same resources)
## Real Example from Session
**Scenario:** 6 test failures across 3 files after major refactoring
**Failures:** - agent-tool-abort.test.ts: 3 failures (timing issues) - batch-completion-behavior.test.ts: 2 failures (tools not executing) - tool-approval-race-conditions.test.ts: 1 failure (execution count = 0)
**Decision:** Independent domains - abort logic separate from batch completion separate from race conditions
**Dispatch:** ``` Agent 1 → Fix agent-tool-abort.test.ts Agent 2 → Fix batch-completion-behavior.test.ts Agent 3 → Fix tool-approval-race-conditions.test.ts ```
**Results:** - Agent 1: Replaced timeouts with event-based waiting - Agent 2: Fixed event structure bug (threadId in wrong place) - Agent 3: Added wait for async tool execution to complete
**Integration:** All fixes independent, no conflicts, full suite green
## Verification
After agents return: 1. **Review each summary** - Understand what changed 2. **Check for conflicts** - Did agents edit same code? 3. **Run full suite** - Verify all fixes work together 4. **Spot check** - Agents can make systematic errors
Source provenance
Decision snapshot
280,439 GitHub stars
Audit
Install and adoption review
Agent-proven evidence
Outcome reports after resolve, review, install, and one narrow run.
No agent outcome data yet. The first agent run can report success, setup needs, risk blocks, failure, or not-relevant through /api/agent/outcome.
Install
Free and open source. Review the report before installing into production agents.
Growth loop
Scenario-led draft for dispatching-parallel-agents, ready for a manual X post.
dispatching-parallel-agents: Use when facing 2+ independent tasks that can be worked on without shared state or sequential... 280.4K stars https://www.openagentskill.com/skills/obra-dispatching-parallel-agents?ref=x
Listing + install path for dispatching-parallel-agents: https://www.openagentskill.com/skills/obra-dispatching-parallel-agents?ref=x Install: npx skills add obra/superpowers --skill dispatching-parallel-agents
Listing source
This listing was indexed from public sources and is not marked official until a maintainer claim is approved.
Attribution links to the public repository or creator profile. Creators can claim the listing to update ownership signals.
Claim this skillOwner claim
This Registry indexed listing is attributed to obra but is not marked official yet. Claim it to add a verified owner signal and make future launch, install, and audit updates easier to trust.
Creator backlink kit
Show the canonical listing, current trust and audit signals, and real Agent-Proven evidence where developers evaluate the repository.
[](https://www.openagentskill.com/skills/obra-dispatching-parallel-agents?ref=github&utm_source=github&utm_medium=referral&utm_campaign=creator_badge)
[](https://www.openagentskill.com/skills/obra-dispatching-parallel-agents?ref=github&utm_source=github&utm_medium=referral&utm_campaign=creator_badge)
[](https://www.openagentskill.com/skills/obra-dispatching-parallel-agents/audit)
[](https://www.openagentskill.com/skills/obra-dispatching-parallel-agents?ref=github&utm_source=github&utm_medium=referral&utm_campaign=creator_badge)obra
@obra
Share whether this skill looks useful for your agent workflow. Aggregated feedback improves rankings over time.
Review then install
UI-TARS Desktop
Run multimodal agents that operate desktop interfaces
37.0K Starsn8n
Connect agents to hundreds of workflow automations
194.1K StarsMoneyPrinterTurbo
利用AI大模型,一键生成高清短视频 Generate short videos with one click using AI LLM.
88.5K StarsTasmota
Alternative firmware for ESP8266 and ESP32 based devices with easy configuration using webUI, OTA updates, automation using timers or rules, expandability and entirely local control over MQTT, HTTP, Serial or KNX. Full documentation at
24.7K StarsInstall targets
Codex install prompt
Install the "dispatching-parallel-agents" agent skill from https://github.com/obra/superpowers/tree/main/skills/dispatching-parallel-agents. Read its SKILL.md or equivalent instructions first, install only the files needed for this workspace, and summarize any required setup before using it. Skill purpose: Use when facing 2+ independent tasks that can be worked on without shared state or sequential dependencies After the install attempt, report the result to https://www.openagentskill.com/api/agent/outcome with POST JSON {"event_id":"install_<unique-id>","skill_slug":"obra-dispatching-parallel-agents","task":"Install dispatching-parallel-agents","agent":"codex","outcome":"success","install_used":true}. Replace event_id with a unique value and outcome with success or failed. Report success only after the skill is installed and a minimal verification passes.Supply asset profile
Code review, repo analysis, testing, CI, GitHub, DevOps, and developer workflow skills.
Scenario
Coding agents
I need a coding agent that can understand a repository, edit code, and review pull requests.
Agent fit
Claude Code + CLI + Codex
Codex, Claude Code, Cursor, CLI, or custom agents.
Install
Ready
npx skills add obra/superpowers --skill dispatching-parallel-agents
Maintenance
fresh
5d since push
Risk
Safe to try
No major risk signals from available metadata
GitHub quality
280K
95/100 Quality · 88/100 Trust
Coverage tags
Review notes
No major risk signals from available metadata
Agent adoption scorecard
These scores combine public repository metadata, OpenAgentSkill review signals, maintenance freshness, and install readiness. They are a shortlist signal, not a replacement for human review.
Quality
ExcellentHigh-confidence pick with strong adoption and healthy maintenance signals.
Trust
Review then installGood shortlist signal, but the agent should review audit notes, install policy, and outcome evidence before running it.
Audit
Safe to tryA machine-readable review of install readiness, security metadata, maintenance, and adoption risk.
OpenAgentSkill Trust Score v5
Use as the primary candidate after human or sandbox review.
Stars
280K GitHub stars
Repo activity
280K stars, 25K forks
Maintenance
5d since push
License
MIT
Install
npx skills add obra/superpowers --skill dispatching-parallel-agents
Install safety
Agent-readable metadata
Use this block or the embedded JSON to decide whether an agent should install this skill, choose an alternative, or ask for human review first.
Suited tasks
Suited agents
Install decision
Trust and risk
Outcome loop
Install command
npx skills add obra/superpowers --skill dispatching-parallel-agentsDo not use when
Agent safety v2
Good audit and safety signals with no high-risk permission hints in public metadata.
Review the audit page, then allow agent install in a sandboxed workflow.
medium
Skill likely fetches remote pages, APIs, repositories, or external services.
medium
Skill may read or write project files, documents, generated artifacts, or local workspace state.
Agent resolve plan
The Resolve API returns the selected skill, alternatives, safety policy, audit notes, install target, and copy-paste prompt an agent can follow without scraping this page.
Open JSON
/api/agent/resolve?task=Use%20dispatching-parallel-agents%20for%20an%20agent%20workflow&agent=codex&max_risk=medium
Resolve text
/api/agent/resolve?task=Use%20dispatching-parallel-agents%20for%20an%20agent%20workflow&agent=codex&max_risk=medium&format=text
Install handoff
/api/skills/obra-dispatching-parallel-agents/install
Agent should check
Copy prompt
Task: Use dispatching-parallel-agents in this workspace.
Resolve first: https://www.openagentskill.com/api/agent/resolve?task=Use%20dispatching-parallel-agents%20for%20an%20agent%20workflow&agent=codex&max_risk=medium
Review install handoff: https://www.openagentskill.com/api/skills/obra-dispatching-parallel-agents/install
Install command: npx skills add obra/superpowers --skill dispatching-parallel-agents
Before running it, summarize audit warnings, required permissions, and the fallback skill if install is risky.Agent handoff
Use the public install endpoint to fetch the command, safety checklist, target prompts, and canonical links for this skill.
Install handoff
/api/skills/obra-dispatching-parallel-agents/install
LLM text format
/api/skills/obra-dispatching-parallel-agents/install?format=text
Find alternatives
/api/skills/search?q=dispatching-parallel-agents&limit=3
Agent prompt
Use dispatching-parallel-agents for this task. Review https://www.openagentskill.com/api/skills/obra-dispatching-parallel-agents/install, then install with: npx skills add obra/superpowers --skill dispatching-parallel-agentsRegistry metadata
This page exposes the same decision, trust, audit, use-case, and install signals through the Registry API, so agents can rank this skill without scraping the UI.
Manifest
/api/registry/manifest/obra-dispatching-parallel-agents
LLM text
/api/registry/manifest/obra-dispatching-parallel-agents?format=text
Install alias
/api/registry/install/obra-dispatching-parallel-agents
Recommend
/api/registry/recommend?task=Use%20dispatching-parallel-agents%20in%20an%20agent%20workflow&limit=3
Agent fit
Coding agents
Use-case tags
Platforms
Claude Code
Audit report
A machine-readable review of install readiness, security metadata, maintenance, and adoption risk.
Agent decision cockpit
Use this as a leading candidate, then validate the README and install path in your own agent stack.
Role in stack
Primary pick
Primary fit
Coding agents
Trust label
Production-ready
Install path
Command ready
Use when
Evidence
review first
Implementation path
Trust profile
Good shortlist signal, but the agent should review audit notes, install policy, and outcome evidence before running it.
GitHub adoption
PASS280K GitHub stars
Stars/forks activity
PASS280K stars, 25K forks; issue activity unavailable in current metadata
Recent maintenance
PASS5d since push
License clarity
PASSMIT
Good signals
Review before install
Recommended action
Use as the primary candidate after human or sandbox review.
Quality profile
High-confidence pick with strong adoption and healthy maintenance signals.
Workflow fit
Build and ship code
I need a coding agent that can understand a repository, edit code, and review pull requests.
Automate repeated work
I need my agent to automate a repeated workflow across tools and files.
Verify behavior
I need my agent to test a web app, reproduce bugs, and verify fixes.
Workflow fit
Inspect, patch, and verify code
A workflow for software agents that inspect repositories, review pull requests, generate tests, and turn findings into shippable patches.
Turn skills into distribution
A workflow for turning newly indexed skills into SEO briefs, social drafts, comparison pages, and reusable publishing workflows.
Operate and verify web apps
A workflow for agents that navigate products, fill forms, take screenshots, and verify real user flows across web applications.
Alternative shortlist
Similar skills that may fit this task.
Run multimodal agents that operate desktop interfaces
Connect agents to hundreds of workflow automations
利用AI大模型,一键生成高清短视频 Generate short videos with one click using AI LLM.
Alternative firmware for ESP8266 and ESP32 based devices with easy configuration using webUI, OTA updates, automation using timers or rules, expandability and entirely local control over MQTT, HTTP, Serial or KNX. Full documentation at
--- name: dispatching-parallel-agents description: Use when facing 2+ independent tasks that can be worked on without shared state or sequential dependencies ---
# 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.
## When to Use
```dot digraph when_to_use { "Multiple failures?" [shape=diamond]; "Are they independent?" [shape=diamond]; "Single agent investigates all" [shape=box]; "One agent per problem domain" [shape=box]; "Can they work in parallel?" [shape=diamond]; "Sequential agents" [shape=box]; "Parallel dispatch" [shape=box];
"Multiple failures?" -> "Are they independent?" [label="yes"]; "Are they independent?" -> "Single agent investigates all" [label="no - related"]; "Are they independent?" -> "Can they work in parallel?" [label="yes"]; "Can they work in parallel?" -> "Parallel dispatch" [label="yes"]; "Can they work in parallel?" -> "Sequential agents" [label="no - shared state"]; } ```
**Use when:** - 3+ test files failing with different root causes - Multiple subsystems broken independently - Each problem can be understood without context from others - No shared state between investigations
**Don't use when:** - Failures are related (fix one might fix others) - Need to understand full system state - Agents would interfere with each other
## The Pattern
### 1. Identify Independent Domains
Group failures by what's broken: - File A tests: Tool approval flow - File B tests: Batch completion behavior - File C tests: Abort functionality
Each domain is independent - fixing tool approval doesn't affect abort tests.
### 2. Create Focused Agent Tasks
Each agent gets: - **Specific scope:** One test file or subsystem - **Clear goal:** Make these tests pass - **Constraints:** Don't change other code - **Expected output:** Summary of what you found and fixed
### 3. Dispatch in Parallel
Issue all three subagent dispatches in the same response — they run in parallel:
```text Subagent (general-purpose): "Fix agent-tool-abort.test.ts failures" Subagent (general-purpose): "Fix batch-completion-behavior.test.ts failures" Subagent (general-purpose): "Fix tool-approval-race-conditions.test.ts failures" # All three run concurrently. ```
Multiple dispatch calls in one response = parallel execution. One per response = sequential.
### 4. Review and Integrate
When agents return: - Read each summary - Verify fixes don't conflict - Run full test suite - Integrate all changes
## Agent Prompt Structure
Good agent prompts are: 1. **Focused** - One clear problem domain 2. **Self-contained** - All context needed to understand the problem 3. **Specific about output** - What should the agent return?
```markdown Fix the 3 failing tests in src/agents/agent-tool-abort.test.ts:
1. "should abort tool with partial output capture" - expects 'interrupted at' in message 2. "should handle mixed completed and aborted tools" - fast tool aborted instead of completed 3. "should properly track pendingToolCount" - expects 3 results but gets 0
These are timing/race condition issues. Your task:
1. Read the test file and understand what each test verifies 2. Identify root cause - timing issues or actual bugs? 3. Fix by: - Replacing arbitrary timeouts with event-based waiting - Fixing bugs in abort implementation if found - Adjusting test expectations if testing changed behavior
Do NOT just increase timeouts - find the real issue.
Return: Summary of what you found and what you fixed. ```
## Common Mistakes
**❌ Too broad:** "Fix all the tests" - agent gets lost **✅ Specific:** "Fix agent-tool-abort.test.ts" - focused scope
**❌ No context:** "Fix the race condition" - agent doesn't know where **✅ Context:** Paste the error messages and test names
**❌ No constraints:** Agent might refactor everything **✅ Constraints:** "Do NOT change production code" or "Fix tests only"
**❌ Vague output:** "Fix it" - you don't know what changed **✅ Specific:** "Return summary of root cause and changes"
## When NOT to Use
**Related failures:** Fixing one might fix others - investigate together first **Need full context:** Understanding requires seeing entire system **Exploratory debugging:** You don't know what's broken yet **Shared state:** Agents would interfere (editing same files, using same resources)
## Real Example from Session
**Scenario:** 6 test failures across 3 files after major refactoring
**Failures:** - agent-tool-abort.test.ts: 3 failures (timing issues) - batch-completion-behavior.test.ts: 2 failures (tools not executing) - tool-approval-race-conditions.test.ts: 1 failure (execution count = 0)
**Decision:** Independent domains - abort logic separate from batch completion separate from race conditions
**Dispatch:** ``` Agent 1 → Fix agent-tool-abort.test.ts Agent 2 → Fix batch-completion-behavior.test.ts Agent 3 → Fix tool-approval-race-conditions.test.ts ```
**Results:** - Agent 1: Replaced timeouts with event-based waiting - Agent 2: Fixed event structure bug (threadId in wrong place) - Agent 3: Added wait for async tool execution to complete
**Integration:** All fixes independent, no conflicts, full suite green
## Verification
After agents return: 1. **Review each summary** - Understand what changed 2. **Check for conflicts** - Did agents edit same code? 3. **Run full suite** - Verify all fixes work together 4. **Spot check** - Agents can make systematic errors
Source provenance
Decision snapshot
280,439 GitHub stars
Audit
Install and adoption review
Agent-proven evidence
Outcome reports after resolve, review, install, and one narrow run.
No agent outcome data yet. The first agent run can report success, setup needs, risk blocks, failure, or not-relevant through /api/agent/outcome.
Install
Free and open source. Review the report before installing into production agents.
Growth loop
Scenario-led draft for dispatching-parallel-agents, ready for a manual X post.
dispatching-parallel-agents: Use when facing 2+ independent tasks that can be worked on without shared state or sequential... 280.4K stars https://www.openagentskill.com/skills/obra-dispatching-parallel-agents?ref=x
Listing + install path for dispatching-parallel-agents: https://www.openagentskill.com/skills/obra-dispatching-parallel-agents?ref=x Install: npx skills add obra/superpowers --skill dispatching-parallel-agents
Listing source
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Attribution links to the public repository or creator profile. Creators can claim the listing to update ownership signals.
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Creator backlink kit
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Review then install
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filesystem or document access
Agent outcomes
No agent outcome data yet
Docs
Strong README/SKILL.md context
Risk summary
Install readiness
Permission surface
filesystem or document access
Agent outcomes
No agent outcome data yet
Docs
Strong README/SKILL.md context
Risk summary
Install readiness
Permission surface
filesystem or document access
Agent outcomes
No agent outcome data yet
Docs
Strong README/SKILL.md context
Risk summary
Install readiness
Permission surface
filesystem or document access
Agent outcomes
No agent outcome data yet
Docs
Strong README/SKILL.md context
Risk summary
Install readiness