Language-agnostic AI knowledge registry for Technical Project Management, PRDs, PRD review, Software Architecture planning, Task breakdown, Estimation, Risk assessment, Status reporting, Backlog prioritization, Sprint planning, Retrospectives, and Agile ticket generation. Uses Markdown + Front-matter architecture.
95
97%
Does it follow best practices?
Impact
95%
1.03xAverage score across 10 eval scenarios
Passed
No known issues
Generate a structured retrospective focused on learning and actionable improvements.
DO NOT fabricate feedback — only include input the team actually provided.
DO NOT skip action items — every "what didn't" must have at least one action.
DO assign an owner and timeline to every action item.Use RETROSPECTIVE_TEMPLATE.md if bundled; otherwise use this minimal fallback:
## Sprint [Name/Number] Retrospective
**Dates:** YYYY-MM-DD – YYYY-MM-DD | **Goal:** <goal text> | **Goal Met:** Yes / No / Partial
### What Went Well
- **[Theme: CI Pipeline]** Automated tests caught three regressions before merge — saved estimated 4 h of manual QA.
### What Didn't
- **[Theme: Unclear Requirements]** Two tickets were blocked mid-sprint due to missing acceptance criteria → see Action #1.
### Action Items
| # | Action | Owner | Timeline | Linked Issue |
|---|--------|-------|----------|--------------|
| 1 | Add acceptance criteria checklist to Definition of Ready | Product Owner | Next sprint kickoff | PROJ-42 |
### Metrics
- Velocity: 34 pts committed / 28 pts completed (82%)
- Carried over: 2 tickets
### Kudos
- Alice for unblocking the auth service on short notice.Section order: header → What Went Well → What Didn't → Action Items → Metrics → Kudos. Use English unless the user requests otherwise.
| Skill | When to chain |
|---|---|
| plan-sprint | Review the sprint plan vs what was actually delivered |
| generate-status-report | Include retrospective insights in the next status report |
| project-manager | Feed action items into the execution tracking pipeline |
docs
evals
scenario-1
scenario-2
scenario-3
scenario-4
scenario-5
scenario-6
scenario-7
scenario-8
scenario-9
scenario-10
skills
backlog
prioritize-backlog
ceremony
create-retrospective
plan-sprint
prd
create-prd
review-prd
task-management
estimate-tasks
generate-tasks
plan-tickets