dispatching-parallel-agents · ganyuanran — Claude Code skill: workflow & setup
Provides clear gating rules to run concurrent subagents on ad-hoc, decoupled tasks. Prevents file collisions and coordination waste when working without a written plan.
npx skills add GanyuanRan/Aegis --skill dispatching-parallel-agents -a claude-codeWhat dispatching-parallel-agents does
The skill enforces a strict dispatch gate before spawning child agents. Delegation happens only when dealing with two or more isolated questions that share no mutable files and no sequential dependencies. When an exploratory bug might share a root cause, or tasks need full project context, work stays inline. For tasks backed by an existing implementation plan, use aegis:subagent-driven-development instead.
Every delegated subagent receives an explicit task packet defining allowed paths, exact questions, and boundaries. Isolated context windows do not isolate the Git working tree, network limits, or files. Because of that, the coordinator retains sole ownership over commits, branches, and merging.
Child agents return evidence, not final decisions.
What it helps with
- investigate multiple independent bugs without shared mutable state
- prevent subagents from modifying the same files concurrently
- restrict child context to relevant task boundaries
- verify and synthesize separate findings under a single coordinator
Example prompts for the agent
- Investigate the failures in auth and billing in parallel, keeping all changes read-only
- Dispatch two workers to analyze API differences across distinct external services
- Check error logs for two unrelated microservices and synthesize the findings
How to install dispatching-parallel-agents
1Skills CLI (Vercel)
npx skills add GanyuanRan/Aegis --skill dispatching-parallel-agents -a claude-code2Manually: put the files in place
~/.claude/skills/dispatching-parallel-agents/SKILL.mdCopy the whole skill folder; for one project use .claude/skills/dispatching-parallel-agents/
1Skills CLI (Vercel)
npx skills add GanyuanRan/Aegis --skill dispatching-parallel-agents -a codex2Manually: put the files in place
.agents/skills/dispatching-parallel-agents/SKILL.mdFor all projects use ~/.agents/skills/
1Skills CLI (Vercel)
npx skills add GanyuanRan/Aegis --skill dispatching-parallel-agents -a cursor2Manually: put the files in place
.cursor/skills/dispatching-parallel-agents/SKILL.mdCursor also reads .agents/skills/ and .claude/skills/
1GitHub CLI
gh skill install GanyuanRan/Aegis dispatching-parallel-agents2Manually: put the files in place
.github/skills/dispatching-parallel-agents/SKILL.md1Skills CLI (Vercel)
npx skills add GanyuanRan/Aegis --skill dispatching-parallel-agents -a gemini-cli2Platform CLI
gemini skills install https://github.com/GanyuanRan/Aegis --path skills/dispatching-parallel-agentsManually: put the files in place
.devin/skills/dispatching-parallel-agents/SKILL.mdThe legacy .windsurf/skills/ path still works
Skills CLI (Vercel)
npx skills add GanyuanRan/Aegis --skill dispatching-parallel-agents -a opencodeClaude.ai
Zip the folder and upload it in Settings → Capabilities → Skills
Step by step, with commands for each platform: How to install skills in Claude Code: five ways
Questions about dispatching-parallel-agents
How to install dispatching-parallel-agents in Claude Code?
Run npx skills add GanyuanRan/Aegis --skill dispatching-parallel-agents -a claude-code. This saves the skill to ~/.claude/skills/dispatching-parallel-agents/SKILL.md.
When should parallel subagent dispatch be avoided?
Keep execution inline if tasks depend on each other's outputs, modify shared files, or likely share an underlying root cause.
How does this differ from subagent-driven-development?
This skill manages ad-hoc tasks without an upfront plan. Whenever a written implementation plan exists, the workflow routes to aegis:subagent-driven-development.
Source text
SKILL.md · MIT
--- name: dispatching-parallel-agents description: "Use when facing 2+ independent tasks without a written plan, with no conflicting shared mutable state or sequential dependencies, where parallel delegation beats inline cost; otherwise inline. Planned tasks use subagent-driven-development." --- # Dispatching Parallel Agents ## Purpose Use parallel children for two or more ad-hoc, bounded tasks only when their independence is already credible and concurrency is worth the coordination. Parallelism changes elapsed time; it does not relax evidence, ownership, or completion requirements. ## Dispatch Gate Dispatch only when all are true: - there are `2+` distinct tasks or evidence questions; - one task's result is not needed to define or start another; - the tasks do not require overlapping writes or the same mutable resource; - a shared root cause is unlikely based on current evidence; - each result can be returned with bounded evidence and unresolved unknowns; - available concurrency and expected work justify coordination cost. Keep work inline when decomposition is still exploratory, failures may share a root cause, full-system context is required, or tasks are too small to repay the handoff. A written implementation plan routes to `aegis:subagent-driven-development`, not this ad-hoc workflow. ## Context And Ownership Choose the live host's context inheritance mode deliberately. Give each child the minimum sufficient instructions and evidence; do not rely on accidental inheritance or assume that context must never be inherited. Each task packet states: - goal and question to resolve; - allowed files, systems, and side effects; - known facts and evidence locations; - constraints, non-goals, and stop condition; - expected result shape, including unknowns and verification refs. Isolated model context does not imply an isolated filesystem, process, Git repository, credential, rate limit, or external service. Prefer read-only investigation. If children may edit, assign disjoint write ownership explicitly. The coordinator owns staging, commits, branches, worktrees, integration, and other Git lifecycle mutations. ## Execution 1. Establish the minimum common baseline and record evidence for the task split. 2. Dispatch one bounded task per independent domain, within host concurrency limits. 3. Optionally continue coordinator work that does not race child reads or writes. 4. On return, check evidence freshness, unknowns, overlapping assumptions, and visible workspace changes. 5. Synthesize disagreements before acting. If results reveal coupling, stop parallel mutation and return the work to one owner. 6. For edits, run integrated verification after accepted changes are combined. For read-only work, validate the synthesis against the cited sources. The coordinator owns the concurrency budget. Children do not delegate recursively unless their packet explicitly permits it. A failed, cancelled, or timed-out child contributes any available partial evidence; otherwise record no result and the unresolved unknowns. Retry only with a materially different packet or serialize the task. Child output is evidence or a proposal, not a `GateDecision`, completion authority, or permission for external action. ## Common Failure Modes - Separate files are treated as proof of separate root causes. - Children receive broad conversation history instead of bounded task context. - Multiple children edit the same owner or mutate shared services concurrently. - A child report is accepted without inspecting evidence or current files. - Parallel work is used for a written plan and bypasses its review checkpoints. - The coordinator verifies each result alone but never checks the integrated state. When any of these appears, narrow the packets, serialize the shared portion, or return to the owning debugging or plan workflow.
© GanyuanRan · MIT · GanyuanRan/Aegis
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