PRD驱动工作流的决策大脑 - 智能判断何时使用搜索、代码分析、多模型聚合。 作为子Skill被 th-prd-driven-dev-workflow 调用，负责工具选择和策略决策。
Execute DSDS roadmap tickets using dependency-aware, acceptance-criteria-first delivery. Use when selecting the next unblocked ticket, implementing code changes, validating…
Project and feature planning with 4 adaptive phases - Specify, Design, Tasks, Execute. Auto-sizes depth by complexity.
Use when you have aligned ATAC-seq BAM files from Tn5-based chromatin accessibility assays and need to perform footprinting analysis.
Generate FEATURES.md at the repo root by reading CONTEXT.md and docs/adr/, then enumerating the user-facing features the domain implies.
Break a PRD into native GitHub sub-issues attached to the parent PRD. Project-local variant of /to-issues, adapted for this repo's PRD-as-parent + native sub-issues +…
Turn the current conversation context into a PRD and publish it as a GitHub issue that is ready to receive sub-issues from /to-issues-project.
Turn the current conversation into a spec (PRD) and publish it to the project's issue tracker — no interview, just synthesis of what was already discussed, with Laravel test seams…
The new-feature flow of taskplane — use when the goal is to BUILD something new: 'build a new feature', 'add X to the app', 'prototype this idea', 'build it as A/B variants',…
The product persona of taskplane — owns the WHAT. Use for anything about what to build and whether it's the right thing: 'spec this', 'write acceptance criteria', 'refine the…
Validates the SYS→PRD→SW requirement traceability chain by reconciling database entries with code docstring tags.
Analyse accessibility tradeoffs when a design decision improves accessibility for one group but may affect another, or when accessibility competes with other requirements.
Use Task Master AI when an agent needs to turn a product request or PRD into a dependency-aware task graph, expand or scope tasks, and keep implementation work anchored to an…
Use Spec Kit when an agent should turn a feature idea into a spec-first workflow with explicit artifacts, planning steps, and task breakdowns before code is written.
Generate PRDs, implementation plans, validation loops, issue investigations, and autonomous fix cycles inside Claude Code before coding starts.
Produce a capacity planning document for a service covering traffic forecasts, resource requirements, and scaling strategy.
Validate and improve an implementation plan in plan mode by cross-checking with docs/design/*.md, docs/ROADMAP.md, docs/requirements.md, and src/. Superset of update-design.
Creates a reusable use case specification file that defines the business problem, stakeholders, and measurable success criteria for model customization, as recommended by the AWS…
[METHODOLOGY] User-spec creation through adaptive interview with codebase scanning and dual validation. Preloaded by dev-product-analyst agent.
Create user stories with Mike Cohn format and Gherkin acceptance criteria. Use when turning user needs into development-ready work with clear outcomes and testable conditions.
Analyze PRD.md files for quality issues: incomplete sentences, non-existent references, cross-module inconsistencies, contradictory requirements, duplicate roles, design system…
Tag new items in PRD.md files with unique ID codes and validate no duplicate tags exist. Applies to PRD.md documents structured with module sections containing User Stories, Non…
Cold-start unpacker for vague boss/business requirements. Use when the user says "老板/业务只给了一个模糊方向", "帮我接一下这个需求", "信息不全先拆一下", "我还没 PRD 先给方案骨架", or needs a 30-minute to 2-hour PM…
Validate a PRD for completeness, consistency, and implementation readiness. Use when the user says 'validate the PRD', 'review requirements', or 'is the PRD ready for development'.
Initiative-level PRD acceptance gate. Given a PRD ref/URL (GitHub Issue, Linear project/issue, Notion page, Confluence page, or JIRA issue), resolves the source vendor, reads the…
Use when you have a spec, feature request, or set of requirements that needs to be broken into vibe-kanban issues - decomposes the spec into an issue tree with dependencies,…
Create a Product Requirements Document (PRD) for your MVP. Use when the user wants to define product requirements, create a PRD, or says "help me write requirements", "create…
End-to-end pipeline that transforms an undocumented vibe-coded prototype into a Spec Kit-compatible specification package and a Superpowers-ready implementation handoff, including…
Clarify intent and freeze requirements by entering the canonical vibe runtime with a discovery-first bounded stop.
Lightweight baseline elicitation pass that fills in `docs/product-vision.md` and the five `docs/architecture.md` elicitation slots after `scaffold-init`.
Browser-based visual companion for brainstorming sessions — showing mockups, wireframes, diagrams, and side-by-side comparisons.
Walmart product detail page extractor: given a walmart.com product URL (walmart.com/ip/...), extract full product data including itemId, title, brand, model, UPC, price, wasPrice,…
Examines a specific product's detailed page to verify it matches the user's requirements, checking price, description, features, and reviews.
Evaluates product listings against user requirements such as price limits and feature matches to identify viable options.
Use when gathering or interpreting requirements, estimating effort, or communicating with stakeholders/customers about what to build
Use when someone asks how a productivity, collaboration, or agentic workspace should support sustained professional work across sessions.
Primary pipeline shaping step after /research and before /prd-to-issues. Use when the problem is understood well enough to turn into a bounded PRD issue.
Writes and reviews structured Lean 4 proofs and designs Lean libraries following Mathlib conventions.
Help users write effective PRDs. Use when someone is documenting product requirements, preparing specs for engineering, writing feature briefs, or defining what to build — from…
Draft, critique, or rewrite PRDs (product requirements / product specs) and adjacent artifacts (PR/FAQ, acceptance criteria, rollout plan).
Use when drafting, rewriting, or reviewing a product definition or product design document — the artifact that states what a product is, what problem it solves, who it is for, and…
Guides effective user story creation for software projects covering story templates (As a.../I want.../So that...), common mistakes, technical requirements to story conversion,…
This skill helps users extract structured product listings from Amazon, including titles, ASINs, prices, ratings, and specifications.
Build a structured evidence bank mapping the candidate’s job history to the JD core requirements and identify gaps with mitigation strategies.
This skill should be used when the user says "ensure config", "check arness config", "arn-code-ensure-config", "verify arness setup", or wants to verify that Arness Code…
This skill should be used when the user says "feature spec", "arness code feature spec", "arn-code-feature-spec", "spec this feature", "help me spec", "design this feature",…
This skill should be used when the user says "feature spec teams", "arness code feature spec teams", "team feature spec", "debate this feature", "collaborative feature spec",…
This skill should be used when the user says "arness code plan", "arn-code-plan", "plan this", "write a plan", "create plan", "implementation plan", "plan feature", "plan the…
This skill should be used when the user says "standard", "standard mode", "standard implementation", "arn-code-standard", "standard change", "medium change", "standard feature",…
This skill should be used when the user says "swift", "arness code swift", "quick change", "small change", "just do this", "quick feature", "quick implementation", "swift fix",…
This skill should be used when the user says "feature extract", "arn feature extract", "extract features", "feature backlog", "create backlog", "list features", "what features do…
Use when after computing expected accessibility from filtered peak and sample counts, and before computing final deviation scores.
This skill should be used when the user asks about "BFSG", "Barrierefreiheit", "Barrierefreiheitsstärkungsgesetz", "accessibility audit", "WCAG", "barrierefrei", "Web Content…
This skill enables Claude to analyze capacity requirements and plan for future growth. It uses the capacity-planning-analyzer plugin to assess current utilization, forecast growth…
Professional technical documentation expert for creating PRDs, BRDs, HLDs, LLDs, TDDs, and technical solution documents.
Expert India Digital Personal Data Protection Act, 2023 (DPDPA) compliance advisor. Use this skill whenever a user asks about the DPDPA, DPDP Act, DPDP Rules 2025, India — from…
Expert India Digital Personal Data Protection Act, 2023 (DPDPA) compliance advisor. Use this skill whenever a user asks about the DPDPA, DPDP Act, DPDP Rules 2025, India — from…
Knowledge base from the FAA AMS Lifecycle V&V Guidelines (verification and validation), Version 3.0, dated April 2017.
Guide iterative specification and CDC (Cahier Des Charges) creation through deep questioning, context analysis, and proactive proposals.
Orchestrate complete or partial feature implementation workflow with configurable phases. This skill should be used to run the full workflow (specification → research → plan →…