Alibaba

Summarize sprint status and surface risks. Use when the user says "check sprint status" or "show sprint status"

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Strategic business analyst and requirements expert. Use when the user asks to talk to Mary or requests the business analyst.

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

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Technical documentation specialist and knowledge curator. Use when the user asks to talk to Paige or requests the tech writer.

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Generate sprint status tracking from epics. Use when the user says "run sprint planning" or "generate sprint plan"

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Distill any intent input into the SPEC kernel + companions — the canonical, preservation-validated machine contract for downstream work. Use when the user says "create a spec", "distill this into a spec", "validate this spec", or "update the spec".

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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.

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

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Create, update, or validate a PRD. Use when the user wants help producing, editing, or validating a PRD.

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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

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

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

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

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Execute story implementation following a context filled story spec file. Use when the user says "dev this story [story file]" or "implement the next story in the sprint plan"

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Product manager for PRD creation and requirements discovery. Use when the user asks to talk to John or requests the product manager.

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Produce the architecture: a lean spine of invariants that keeps everything built from it consistent, projected into whatever format the work needs. Use when the user says "create the architecture", "create technical architecture", "architecture spine", or "create a solution design".

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Sets up BMad Builder module in a project. Use when the user requests to 'install bmb module', 'configure BMad Builder', or 'setup BMad Builder'.

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Facilitate a brainstorming session using diverse creative techniques. Use when the user says 'help me brainstorm' or 'help me ideate'.

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Review code changes adversarially using parallel review layers (Blind Hunter, Edge Case Hunter, Acceptance Auditor) with structured triage into actionable categories. Use when the user says "run code review" or "review this code"

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DEPRECATED — consolidated into bmad-architecture create intent - this skill will be removed in v7 in favor of `bmad-architecture`.

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Creates a dedicated story file with all the context the agent will need to implement it later. Use when the user says "create the next story" or "create story [story identifier]"

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

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DEPRECATED — consolidated into bmad-prd update intent - this skill will be removed in v7 in favor of `bmad-prd`.

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Pressure-test an idea through persona-driven interrogation until it hardens, proves out, or dies cheaply. Use when the user says 'forge an idea', 'pressure-test this idea', 'stress-test my thinking', or 'harden this idea'.

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