llpm

Generate Mermaid architecture diagrams showing system components, layers, and data flows

Proactively identify at-risk issues and PRs: stale items, blocked work, deadline risks, scope creep, and unassigned high-priority items

Extract common questions from closed GitHub issues and generate an FAQ document with answers

Search project notes by topic, synthesize findings into a consolidated summary with cross-references

Proactively identify information gaps in project context and generate actionable questions to surface missing requirements, unclear specifications, or documentation gaps

Generate Mermaid dependency graphs showing issue relationships, blocking chains, and critical paths

Decompose project descriptions into well-structured GitHub issues with user stories, acceptance criteria, dependencies, and estimates

Format AI outputs into consistent, readable Markdown for PRs, issues, docs, and notes

Generate meeting agendas from recent issues, PRs, and notes for sprint planning, retros, and standups

Analyze project codebase structure, architecture, key files, and dependencies using scan and filesystem tools

Orchestrate comprehensive project planning - decompose projects into issues, generate architecture diagrams, map dependencies, and create timelines

Adaptive conversational wizard for eliciting project requirements. Guides users through functional, nonfunctional, and edge-case requirements with domain-specific questions for web apps, APIs, CLIs, mobile, data pipelines, and more.

Research topics via web search, synthesize detailed summaries with sources and screenshots

Define stakeholder personas and track their goals to ensure all perspectives are addressed

Summarize GitHub issue/PR threads into key decisions, action items, and next steps

Generate Mermaid Gantt charts for project timelines with phases, dependencies, and milestones

Review new GitHub issues, assess priority and urgency, suggest labels, and recommend assignees

Guide for creating syntactically correct Mermaid diagrams that render properly on GitHub

Craft clear, concise stakeholder communications with appropriate context and framing

Guide writing well-formed user stories with acceptance criteria following best practices