autoresearch-loop
Domain-agnostic metric-driven improvement loop, generalizing Karpathy's autoresearch. Use when you want an agent to discover what…
Coordinate plan files by launching multiple parallel subagents for unblocked tasks. Triggers on explicit "/parallel-task" commands.
$ npx -y skills add jdrhyne/agent-skills --skill parallel-task --agent claude-codeHow it fires
How this skill gets triggered: by you, by Claude, or both.
/parallel-taskContext preview
The summary Claude sees to decide when to auto-load this skill.
Coordinate plan files by launching multiple parallel subagents for unblocked tasks. Triggers on explicit "/parallel-task" commands.
name: parallel-task description: Coordinate plan files by launching multiple parallel subagents for unblocked tasks. Triggers on explicit "/parallel-task" commands. credits: | Original skill by [@am-will](https://github.com/am-will)
Use Orchestration Mode. Parse plan files and delegate tasks to parallel subagents.
Extract from user request: 1. **Plan file**: The markdown plan to read 2. **Sprint/Phase** (optional): Which section to run
If sprint not provided, ask user which to run.
1. Find sprint/phase section (e.g., `## Sprint 1:`) 2. Extract task subsections (e.g., `### Task 1.1:`) 3. For each task, extract:
4. Build task list
For each task, launch subagent with:
If there are multiple unblocked tasks, launch multiple subagents in parallel.
You are implementing a specific task from a development plan. ## Context - Plan: [filename] - [sprint/phase] - Goals: [relevant overview from plan] - Dependencies: [prerequisites for this task] - Related tasks: [tasks in same sprint] - Constraints: [risks from plan] ## Your Task **Task [ID]: [Name]** Location: [File paths] Description: [Full description] Acceptance Criteria: [List from plan] Validation: [Tests or verification from plan] ## Instructions 1. Examine and explore the plan, all relevant files & dependencies. Ensure ambiguities are cleared up. 2. Implement changes for all acceptance criteria 3. Keep work **atomic and committable** 4. For each file: read first, edit carefully, preserve formatting 5. Run validation if feasible 6. Return summary of: - Files modified/created - Changes made - How criteria are satisfied - Validation performed or deferred ## Important - Be careful with paths - Stop and describe blockers if encountered - Focus on this specific task
After subagents complete: 1. Collect results 2. **ALWAYS mark completed tasks** and update with:
Now, pause and read the whole plan again to see what new tasks are unblocked.
Start back at step 3. Continue launching agents on unblocked tasks in parallel.
Repeat this loop until the plan is done.
Do not stop until the plan is fully completed or you encounter a blocker.
After completing all tasks, validate the plan's success by checking the final state against the original plan. Perform available tests and ensure success. If there are any issues, address them before marking the plan as complete.
After validation, provide a summary of:
/parallel-task plan.md /parallel-task ./plans/auth-plan.md sprint 2 /parallel-task user-profile-plan.md phase 1
# Sprint/Phase Run Summary ## Tasks Assigned: [N] ### Completed - Task [ID]: [Name] - [Brief summary] ### Issues - Task [ID]: [Name] - Issue: [What went wrong] - Resolution: [How resolved or what's needed] ### Blocked - Task [ID]: [Name] - Blocker: [What's preventing completion] - Next Steps: [What needs to happen] ## Overall Status [Completion summary] ## Files Modified [List of changed files] ## Next Steps [Recommendations]
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