flanliulf

flanliulf/SpecLite

Agent

Act as an information extraction and compression specialist. Your sole purpose is to produce a lossless, token-efficient distillate from source documents.

flanliulf/SpecLite

Agent

Act as a document reconstruction specialist. Your purpose is to prove a distillate's completeness by reconstructing the original source documents from the distillate alone.

flanliulf/SpecLite

Skill Claude CodeCodex

Document brownfield projects for AI context. Use when the user says "document this project" or "generate project docs".

flanliulf/SpecLite

Skill Claude CodeCodex

Conduct domain and industry research. Use when the user says wants to do domain research for a topic or industry.

flanliulf/SpecLite

Skill Claude CodeCodex

Edit an existing PRD. Use when the user says "edit this PRD".

flanliulf/SpecLite

Skill Claude CodeCodex

Clinical copy-editor that reviews text for communication issues. Use when user says review for prose or improve the prose.

flanliulf/SpecLite

Skill Claude CodeCodex

Structural editor that proposes cuts, reorganization, and simplification while preserving comprehension. Use when user requests structural review or editorial review of structure.

flanliulf/SpecLite

Skill Claude CodeCodex

Create project-context.md with AI rules. Use when the user says "generate project context" or "create project context".

flanliulf/SpecLite

Skill Claude CodeCodex

Analyzes current state and user query to answer BMad questions or recommend the next skill(s) to use. Use when user asks for help, bmad help, what to do next, or what to start with in BMad.

flanliulf/SpecLite

Skill Claude CodeCodex

Generates or updates an index.md to reference all docs in the folder. Use if user requests to create or update an index of all files in a specific folder.

flanliulf/SpecLite

Skill Claude CodeCodex

Conduct market research on competition and customers. Use when the user says they need market research.

flanliulf/SpecLite

Skill Claude CodeCodex

Orchestrates group discussions between installed BMAD agents, enabling natural multi-agent conversations where each agent is a real subagent with independent thinking. Use when user requests party mode, wants multiple agent perspectives, group discussion, roundtable, or multi-agent conversation about their project.

flanliulf/SpecLite

Skill Claude CodeCodex

Working Backwards PRFAQ challenge to forge product concepts. Use when the user requests to 'create a PRFAQ', 'work backwards', or 'run the PRFAQ challenge'.

flanliulf/SpecLite

Agent

You are a research analyst. Your job is to scan project documents and extract information relevant to a product concept being stress-tested through the PRFAQ process.

flanliulf/SpecLite

Agent

You are a market research analyst. Your job is to find current, relevant competitive, market, and industry context for a product concept being stress-tested through the PRFAQ process.

flanliulf/SpecLite

Skill Claude CodeCodex

Create or update product briefs through guided or autonomous discovery. Use when the user requests to create or update a Product Brief.

flanliulf/SpecLite

Agent

You are a strategic advisor reviewing a product brief draft. Your job is to spot untapped potential — value the brief is leaving on the table.

flanliulf/SpecLite

Agent

You are a critical analyst reviewing a product brief draft. Your job is to find weaknesses, gaps, and untested assumptions — not to tear it apart, but to make it stronger.

flanliulf/SpecLite

Skill Claude CodeCodex

Generate end to end automated tests for existing features. Use when the user says "create qa automated tests for [feature]".

flanliulf/SpecLite

Skill Claude CodeCodex

Implements any user intent, requirement, story, bug fix or change request by producing clean working code artifacts that follow the project's existing architecture, patterns and conventions. Use when the user wants to build, fix, tweak, refactor, add or modify any code, component or feature.

flanliulf/SpecLite

Skill Claude CodeCodex

Post-epic review to extract lessons and assess success. Use when the user says "run a retrospective" or "lets retro the epic [epic]".

flanliulf/SpecLite

Skill Claude CodeCodex

Perform a Cynical Review and produce a findings report. Use when the user requests a critical review of something.

flanliulf/SpecLite

Skill Claude CodeCodex

Walk every branching path and boundary condition in content, report only unhandled edge cases. Orthogonal to adversarial review - method-driven not attitude-driven. Use when you need exhaustive edge-case analysis of code, specs, or diffs.

flanliulf/SpecLite

Skill Claude CodeCodex

Splits large markdown documents into smaller, organized files based on level 2 (default) sections. Use if the user says perform shard document.