Designs system architecture and selects technology stack based on vision analysis. Use after vision analysis for technical decisions. Triggers on: design architecture, select tech stack, choose framework.
中文简介正在准备中。当前显示原文说明。
Reviews and adjusts PRD plans based on research findings. Use after completing research to evaluate story modifications. Triggers on: review plan, adjust stories, update prd based on research.
中文简介正在准备中。当前显示原文说明。
查看安装方法安装前可以查看交给 AI 代理的指令内容。
Evaluate research findings and decide whether to adjust upcoming stories in the PRD.
prd.json with changeschangeLogMODIFY stories when research reveals:
DO NOT modify when:
Update acceptance criteria, description, or research topics.
{
"timestamp": "2026-01-29T12:00:00Z",
"storyId": "US-002",
"action": "modified",
"reason": "Research found that existing badge component supports priority colors, simplifying implementation",
"changes": {
"acceptanceCriteria": {
"removed": ["Create new PriorityBadge component"],
"added": ["Reuse Badge component with priority color variant"]
}
}
}
Insert a prerequisite or follow-up story.
{
"timestamp": "2026-01-29T12:00:00Z",
"storyId": "US-001.5",
"action": "added",
"reason": "Research revealed need for database index on priority column for filter performance",
"insertAfter": "US-001"
}
Break a story into smaller pieces.
{
"timestamp": "2026-01-29T12:00:00Z",
"storyId": "US-003",
"action": "split",
"reason": "Story too large - separating dropdown component from save logic",
"splitInto": ["US-003a", "US-003b"]
}
Change priority/order based on new dependencies.
{
"timestamp": "2026-01-29T12:00:00Z",
"storyId": "US-004",
"action": "reordered",
"reason": "URL state management needed before filter implementation",
"newPriority": 2,
"previousPriority": 4
}
Mark a story as unnecessary (cannot remove completed stories).
{
"timestamp": "2026-01-29T12:00:00Z",
"storyId": "US-005",
"action": "removed",
"reason": "Research found this functionality already exists in the codebase"
}
Load the research report from scripts/aha-loop/research/[story-id]-research.md
Focus on:
For each finding, ask:
Does this affect the current story?
Does this affect future stories?
Does this reveal scope issues?
Before modifying prd.json:
Backup first (automatic via aha-loop.sh, but verify).
Apply changes to prd.json:
// Example: Adding a story
{
"id": "US-001.5",
"title": "Add database index for priority filtering",
"description": "As a developer, I need an index on priority column for efficient filtering.",
"acceptanceCriteria": [
"Create index on tasks.priority column",
"Migration runs without errors",
"Typecheck passes"
],
"priority": 1.5, // Will be normalized later
"passes": false,
"researchTopics": [],
"researchCompleted": true, // No research needed for simple index
"learnings": "",
"implementationNotes": "Discovered during US-001 research that filter queries will need this index",
"notes": ""
}
Add to changeLog:
{
"changeLog": [
// ... existing entries
{
"timestamp": "2026-01-29T12:00:00Z",
"storyId": "US-001.5",
"action": "added",
"reason": "Research for US-001 revealed need for index to support efficient priority filtering (US-004)",
"researchSource": "scripts/aha-loop/research/US-001-research.md"
}
]
}
After modifications, ensure priorities are sequential:
// Before: [1, 1.5, 2, 3, 4]
// After: [1, 2, 3, 4, 5]
passes: truechangeLogAfter plan review, append to progress.txt:
## Plan Review - [Date/Time]
### Research Analyzed
- [Story ID]: [Research report path]
### Changes Made
**[Action Type]: [Story ID]**
- Reason: [Why this change was needed]
- Impact: [What this affects]
### No Changes Made (If Applicable)
- Research findings do not require plan modifications
- Reason: [Why no changes needed]
### Updated Story Order
1. US-001: [Title] ✓ (completed)
2. US-001.5: [Title] (new)
3. US-002: [Title]
...
---
Scenario: Research for US-001 (Add priority to database) revealed:
Changes:
Add US-001.5 - Create index on priority column
Modify US-002 - Update acceptance criteria
Modify US-004 - Add implementation note
No reordering needed - dependencies unchanged.
Before completing plan review:
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Designs system architecture and selects technology stack based on vision analysis. Use after vision analysis for technical decisions. Triggers on: design architecture, select tech stack, choose framework.
中文简介正在准备中。当前显示原文说明。
Reviews and cleans up outdated documentation. Use periodically to maintain documentation health. Triggers on: review docs, clean up documentation, check for stale docs.
中文简介正在准备中。当前显示原文说明。
Guides God Committee members through consensus-building for collective decisions. Use for proposals, voting, and disagreement resolution. Triggers on: consensus, voting, proposal, committee decision.
中文简介正在准备中。当前显示原文说明。
Guides God Committee members through executing interventions. Use for repairs, rollbacks, and emergency actions. Triggers on: intervention, repair, rollback, emergency action.
中文简介正在准备中。当前显示原文说明。
Defines God Committee member behavior and responsibilities with oversight authority. Use when operating as a committee member. Triggers on: god committee, committee observation, council discussion.
中文简介正在准备中。当前显示原文说明。
Logs AI thoughts and decisions for human observability. Applies continuously throughout all tasks to maintain transparency.
中文简介正在准备中。当前显示原文说明。