MCP App StoreMCP App StoreAAR (After-Action Review) guides an agent through a four-question debrief to capture what was expected, what actually happened, why differences occurred, and what to do next. It outputs event metadata, a factual timeline, gap analysis, root causes, key takeaways, and a prioritized action list with owners.
Use after launches, incidents, retrospectives, user studies, or any event where you want learnings preserved and turned into concrete improvements. Run it soon after the event while details remain fresh.
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Blameless Post-Mortem
Structured, blameless incident post-mortem template that produces an executive summary, timeline, root cause analysis, and actionable remediation items.
Elements of Style — 11 Rules of Usage
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Jobs-to-Be-Done (JTBD) Analysis
Structured Jobs-to-Be-Done analysis template to uncover customers' functional, emotional, and social needs and identify opportunities for product discovery.
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Guided design-thinking process (Empathize -> Define -> Ideate -> Prototype -> Test) for framing product problems, generating solutions, and validating them with
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Perform comprehensive strategic planning by analyzing Strengths, Weaknesses, Opportunities, and Threats for businesses or projects.
Start-Stop-Continue Retrospective
Run a Start-Stop-Continue retrospective to identify actions to start, stop, and continue for a project or period.
Wardley Mapping
Guided Wardley mapping skill to produce strategic value-chain maps and make build-vs-buy recommendations for technology and product strategy.
MoSCoW Prioritization
Categorizes items into Must have, Should have, Could have, and Won't have for rigorous scope definition and feature prioritization.
RICE Prioritization Scoring
Objectively score and rank product initiatives using Reach, Impact, Confidence, and Effort metrics to optimize roadmaps.
WRAP Decision Framework
A structured cognitive framework to improve complex decision-making by countering narrow framing, confirmation bias, and overconfidence.
Execution Plan Splitter
Break large goals into 30/60/90-day execution plans with milestones, resource needs, and stop/go criteria for practical roadmaps.
Weekly Retro (Personal Corp)
Run a structured weekly retrospective: gather facts from repos and tools, interview the founder, and turn decisions into canonical files and issues.
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Generate detailed, engineer-ready implementation plans from design docs: file paths, step-by-step tasks, tests, and verification instructions.
Skill Retro
Analyze a session's skill invocations to surface performance issues and recommend or apply improvements using the skill-creator workflow.
Backlog Grooming Assistant
Automates backlog grooming tasks: prioritisation, ticket refinement, and configuration generation for enterprise workflows.
Confluence Expert
Manage Confluence spaces, templates, permissions and documentation workflows; create page hierarchies, macros and governance for team knowledge bases.
Portfolio Optimization
Select and balance project portfolios using constraint-based mathematical optimization to maximize value under budget, resource, and strategic constraints.
Things 3 Todo Link Generator
Generates compact Things 3 import links (things:///json) from conversation actions or plans so users can import tasks/projects into Things on macOS/iOS.
