技能创建器
skill-creator
创建、改进和评估自定义技能,把专业流程转化为可重复使用的 AI 能力。
conduct-retrospective【数据与研究】Conduct a project or sprint retrospective by gathering data from status reports and velocity metrics, structuring what went well and what needs improvement, and generating actionable improvement items with owners and due dates. Use at the end of a sprint, after a project phase or milestone, following a significant incident or success, at a quarterly …
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Facilitate structured retrospective → review recent project exec, ID what worked + what didn't, produce actionable improvements w/ owners + due dates. Transforms raw project data → evidence-backed learnings w/ specific actions, owners, due dates.
Read available artifacts from review period:
Extract key facts:
→ Data summary w/ quantitative metrics (velocity, completion %, blocker count).
If err: No artifacts → base retro on qualitative observations.
List 3-5 things that worked, w/ evidence:
## What Went Well
| # | Observation | Evidence |
|---|------------|---------|
| 1 | [Specific positive observation] | [Metric, example, or artifact reference] |
| 2 | [Specific positive observation] | [Metric, example, or artifact reference] |
| 3 | [Specific positive observation] | [Metric, example, or artifact reference] |
Focus on practices to continue, not outcomes. "Daily standups kept blockers visible" > "We delivered on time."
→ 3-5 evidence-backed positive observations.
If err: Nothing went well → look harder. Small wins matter. At min, team completed period.
List 3-5 things needing improvement, w/ evidence:
## What Needs Improvement
| # | Observation | Evidence | Impact |
|---|------------|---------|--------|
| 1 | [Specific issue] | [Metric, example, or incident] | [Effect on delivery] |
| 2 | [Specific issue] | [Metric, example, or incident] | [Effect on delivery] |
| 3 | [Specific issue] | [Metric, example, or incident] | [Effect on delivery] |
Specific + factual. "Estimation was off" = vague. "3 of 5 items exceeded estimates by >50%, adding 8 unplanned days" = actionable.
→ 3-5 evidence-backed improvement areas w/ stated impact.
If err: Team claims everything fine → compare planned vs actual metrics → gaps reveal issues.
Each improvement area → actionable item:
## Improvement Actions
| ID | Action | Owner | Due Date | Success Criteria | Source |
|----|--------|-------|----------|-----------------|--------|
| A-001 | [Specific action] | [Name] | [Date] | [How to verify success] | Improvement #1 |
| A-002 | [Specific action] | [Name] | [Date] | [How to verify success] | Improvement #2 |
| A-003 | [Specific action] | [Name] | [Date] | [How to verify success] | Improvement #3 |
Each action must be:
→ 2-4 improvement actions w/ owners + due dates.
If err: Actions too vague → apply "how would you verify this was done?" test.
Check prev retrospective actions for closure:
## Previous Action Review
| ID | Action | Owner | Status | Notes |
|----|--------|-------|--------|-------|
| A-prev-001 | [Action from last retro] | [Name] | Closed / Open / Recurring | [Outcome] |
| A-prev-002 | [Action from last retro] | [Name] | Closed / Open / Recurring | [Outcome] |
Flag recurring items (same issue appearing 3+ retros) → escalation or different approach needed.
Write complete retrospective:
# Retrospective: [Sprint N / Phase Name / Date Range]
## Date: [YYYY-MM-DD]
## Document ID: RETRO-[PROJECT]-[YYYY-MM-DD]
### Period Summary
- **Period**: [Sprint N / dates]
- **Planned**: [N items / N points]
- **Completed**: [N items / N points]
- **Velocity**: [N] (previous: [N])
- **Unplanned Work**: [N items]
### What Went Well
[From Step 2]
### What Needs Improvement
[From Step 3]
### Improvement Actions
[From Step 4]
### Previous Action Review
[From Step 5]
---
*Retrospective facilitated by: [Name/Agent]*
Save as RETRO-[YYYY-MM-DD].md.
→ Complete retrospective doc saved w/ actions, evidence, prev action review.
If err: Retro has no improvement actions → not driving change → revisit Step 3.
generate-status-report — status reports provide data for retrosmanage-backlog — improvement actions feed back into backlogplan-sprint — retro learnings improve sprint planning accuracydraft-project-charter — review charter assumptions + risk accuracycreate-work-breakdown-structure — review estimation accuracy vs. WBS