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work-item-decompose
Break an intent into discrete, executable work items with complexity assessment and dependency validation.
Codex 또는 Claude로 설치 이 Prompt를 복사해 Codex, Claude 또는 다른 어시스턴트에 붙여 넣으면 Skill 페이지를 검토하고 설치를 진행할 수 있습니다.
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Break an intent into discrete, executable work items with complexity assessment and dependency validation.
Codex 또는 Claude로 설치 이 Prompt를 복사해 Codex, Claude 또는 다른 어시스턴트에 붙여 넣으면 Skill 페이지를 검토하고 설치를 진행할 수 있습니다.
SOC 직업 분류 기준
Execute work items based on their assigned mode (autopilot, confirm, validate). Supports single-item and multi-item (batch/wide) runs.
Generate implementation walkthrough for human review after run completion. Documents decisions, changes, and verification steps.
Multi-perspective idea evaluation using Six Hats analysis, impact/feasibility scoring, and collaborative shortlisting.
Shape top ideas into actionable concept briefs using Disney Strategy — Dream, Reality, Critique.
Rapid idea generation with cross-domain diversity, anti-bias enforcement, and deep thinking.
Review code written during a run, auto-fix no-brainer issues, and suggest improvements requiring confirmation. Invoked after tests pass.
| name | work-item-decompose |
| description | Break an intent into discrete, executable work items with complexity assessment and dependency validation. |
| version | 1.0.0 |
<degrees_of_freedom> MEDIUM — Follow decomposition patterns but adapt to the specific intent. </degrees_of_freedom>
Each work item MUST be completable in a single run Each work item MUST have clear acceptance criteria Dependencies MUST be explicit and validated Read intent brief from .specs-fire/intents/{intent-id}/brief.md Understand goal, users, success criteria Break intent into discrete deliverables Each deliverable should be independently valuable<guidelines>
- Prefer vertical slices over horizontal layers
- Start with foundation pieces (models, schemas)
- End with integration pieces (API, UI)
- Keep each item focused on ONE concern
</guidelines>
For each work item, assess RAW complexity:
<complexity level="low">
- Single file or few files
- Well-understood pattern
- No external dependencies
- Examples: bug fix, config change, simple utility
</complexity>
<complexity level="medium">
- Multiple files
- Standard patterns with some decisions
- May touch existing code
- Examples: new endpoint, new component, feature addition
</complexity>
<complexity level="high">
- Architectural decisions required
- Security or data implications
- Core system changes
- Examples: auth system, payment flow, database migration
</complexity>
Read workspace.autonomy_bias from state.yaml
Apply bias to determine final execution mode:
<bias_table>
| Raw Complexity | autonomous | balanced | controlled |
|----------------|------------|----------|------------|
| low | autopilot | autopilot| confirm |
| medium | autopilot | confirm | validate |
| high | confirm | validate | validate |
</bias_table>
<note>
This allows user preference to shift thresholds:
- autonomous: trusts AI more, fewer checkpoints
- balanced: standard behavior (default)
- controlled: more human oversight
</note>
For each work item, define:
What must be true when complete
How to verify it works
Any edge cases to handle
Check for circular dependencies
Ensure dependencies exist or will be created first
Order work items by dependency
<check if="circular dependency detected">
<output>
Warning: Circular dependency detected between {item-a} and {item-b}.
Suggest splitting into smaller items or reordering.
</output>
</check>
## Work Items for "{intent-title}"
**Total**: {count} work items
**Estimated**: {low} autopilot, {medium} confirm, {high} validate
**Work Item Details**:
{for each item}
{n}. **{title}** ({mode}) — {description}
{/for}
---
Approve this plan? [Y/n/edit]
</output>
Create .specs-fire/intents/{intent-id}/work-items/
For each work item, generate using template: templates/work-item.md.hbs
Save each to: .specs-fire/intents/{intent-id}/work-items/{work-item-id}.md
Update state.yaml with work items list
**{count} work items created** for "{intent-title}".
---
Ready to plan execution scope? [Y/n]
</output>
<check if="response == y">
<route_to>builder-agent (run-plan)</route_to>
</check>
<output_artifacts>
| Artifact | Location | Template |
|---|---|---|
| Work Item | .specs-fire/intents/{intent-id}/work-items/{id}.md | ./templates/work-item.md.hbs |
| </output_artifacts> |
<success_criteria> Intent decomposed into discrete work items Each work item has clear acceptance criteria Complexity assessed for each item Autonomy bias applied to determine modes Dependencies validated (no circular dependencies) Work items saved to correct locations State.yaml updated with work items list </success_criteria>