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需求与规划 Skill

「需求与规划」分类共 324 个 Skill,按仓库 star 排序。分类自动生成,仅供参考。

light-research-plan
Light0305/Light-skills640

light-research-plan

Light 科研主线第 5 步·研究方案与实验设计:把 idea-critique 放行的 idea 与 data feasibility 拆成**能真执行、能写进论文、 能复现**的 question/estimand、实验矩阵与预注册包。何时用:idea 已通过审查要落地 / 要设计实验·消融·对比·敏感性· 泛化·鲁棒性 / 写研究方案 PROJECT_PLAN / 锁 primary outcome、排除/停止规则或 preregistration / 规划样本量、种子与统计功效 / 算实验算力预算 / 复现已有论文 / 担心 baseline 放水或假设推不翻。触发词:研究方案 / 实验设计 / 实验矩阵 / 假设 / 对照 baseline / 消融 ablation / 公平比较 / 可证伪 / 统计功效 power / 多少种子 / 复现 / reproducibility / research plan / experiment design / 可复现。核心纪律:**对照不公平(baseline 放水)/不可证伪 = critical 一票否决** (spec §4.2,STAGE_GATES[5]=[fair_baseline,falsifiable]);消融不隔离/欠功效 = warn;功效是计划阶段反推非结果检验; lint 是启发式有边界,公平/可证伪终判仍需人/领域判断,绝不吹"证明了对照绝对公平"。

nw-agent-creation-workflow
nWave-ai/nWave616

nw-agent-creation-workflow

Detailed 5-phase workflow for creating agents - from requirements analysis through validation and iterative refinement

nw-bdd-requirements
nWave-ai/nWave616

nw-bdd-requirements

BDD requirements discovery methodology - Example Mapping, Three Amigos, conversational patterns, Given-When-Then translation, and collaborative specification

nw-brainstorming
nWave-ai/nWave616

nw-brainstorming

Structured divergent thinking techniques — HMW framing, SCAMPER, Crazy 8s mechanics, and option diversity guarantees. Enforces strict separation of generation and evaluation phases.

atlas
anombyte93/prd-taskmaster605

atlas

The Atlas engine — turn any goal into a validated PRD and an executable, verified task graph. Brand-name entrypoint; a thin alias for the `go` orchestrator. Use when the user types /prd:atlas, says "I want to build", or asks for a PRD / task-driven build.

customise-workflow
anombyte93/prd-taskmaster605

customise-workflow

Customise the prd-taskmaster plugin workflow via curated brainstorm questions. The AI asks, the user answers in plain English, and the skill writes their preferences to .atlas-ai/config/atlas.json. Future runs of prd-taskmaster read that file and apply user preferences to phase gates, validation strictness, default provider, preferred execution mode, and template choice. For deeper tweaks beyond the curated questions, users can hand-edit files in .atlas-ai/customizations/. Use when the user says "customise workflow", "customize workflow", "adjust my PRD settings", "tune the skill", or wants to change how prd-taskmaster behaves.

execute-task
anombyte93/prd-taskmaster605

execute-task

Execute the next TaskMaster task using the implementation plan with CDD verification. Picks the next ready task, matches it to the plan step, implements via a dispatched subagent, verifies subtasks with evidence, marks the task done, and loops until every task is complete. Wraps the TaskMaster next -> in-progress -> done lifecycle with CDD GREEN / RED / BLUE verification and the plugin's triple-verification rule. Autonomous by design — no user prompts inside the loop.

generate
anombyte93/prd-taskmaster605

generate

Phase 2 of the prd-taskmaster pipeline: spec generation and task parsing. Loads a template (comprehensive|minimal), fills it with DISCOVER-phase constraints and answers, validates the spec (placeholders_found, grade thresholds), parses the PRD into tasks via task-master, runs TaskMaster's native complexity analysis, and expands every task into verifiable subtasks. Autonomous-safe. Declares GENERATE complete so HANDOFF can follow.

prd-taskmaster
anombyte93/prd-taskmaster605

prd-taskmaster

Zero-config goal-to-tasks engine (the Atlas engine). Takes any goal (software, pentest, business, learning), runs adaptive discovery via brainstorming, generates a validated spec, parses into TaskMaster tasks, and hands off to execution. Use when user says "PRD", "product requirements", "I want to build", invokes /atlas, or wants task-driven development.

setup
anombyte93/prd-taskmaster605

setup

Phase 0 of the prd-taskmaster pipeline. Resolves the active backend, initializes the project, configures the provider stack when the TaskMaster backend is active (DETECT-FIRST — never overwrite a working user config), and verifies the AI pipeline. Autonomous: zero user questions unless a hard block is hit. Declares the Setup phase complete so DISCOVER can follow.

domain-name-brainstormer
ECNU-ICALK/AutoSkill596

domain-name-brainstormer

Generates creative domain name ideas for your project and checks availability across multiple TLDs (.com, .io, .dev, .ai, etc.). Saves hours of brainstorming and manual checking.

ln-12-product-requirements-builder
levnikolaevich/claude-code-skills574

ln-12-product-requirements-builder

Defines product requirements, business rules and acceptance criteria for a committed intent; edits product docs only.

ln-13-interaction-design-builder
levnikolaevich/claude-code-skills574

ln-13-interaction-design-builder

Designs user flows, interaction states and mockups for a defined product scope; does not implement UI code.

ln-23-system-design-proposal-builder
levnikolaevich/claude-code-skills574

ln-23-system-design-proposal-builder

Designs target system boundaries, contracts and tradeoffs from requirements; does not plan tasks or implement.

ln-31-delivery-plan-builder
levnikolaevich/claude-code-skills574

ln-31-delivery-plan-builder

Builds dependency-ordered delivery plans from requirements and repository evidence; read-only.

ln-33-plan-reviewer
levnikolaevich/claude-code-skills574

ln-33-plan-reviewer

Reviews a concrete implementation plan for missing decisions, feasibility and risk before execution; read-only.

brainstorm
oliver-kriska/claude-elixir-phoenix565

brainstorm

Brainstorm Elixir/Phoenix features — explore ideas, compare approaches, gather requirements. Use when vague idea, not sure how to approach, or want to discuss before plan.

brief
oliver-kriska/claude-elixir-phoenix565

brief

Interactive briefing of a plan file — explains reasoning, schema decisions, component choices. Use when developers need to understand a plan before approving.

communication-style
tzachbon/smart-ralph559

communication-style

This skill should be used when generating spec artifacts (research.md, requirements.md, design.md, tasks.md), formatting agent output, structuring phase results, or when any Ralph agent needs guidance on concise, scannable output formatting. Applies to all Ralph spec phase agents.

communication-style
tzachbon/smart-ralph559

communication-style

Output rules for all agents - concise, scannable, actionable. Based on Matt Pocock's planning principles.

interview-framework
tzachbon/smart-ralph559

interview-framework

This skill should be used when a Ralph phase must identify critical user decisions, run a layered grill, persist partial answers, obtain explicit approval, or resume an interrupted phase interview before delegating artifact work.

interview-framework-codex
tzachbon/smart-ralph559

interview-framework-codex

Internal Ralph Specum contract for Codex phase interviews, skill manifests, approval, and delegation gates. Phase coordinators load this skill directly; users do not invoke it as a workflow phase.

ralph-specum-cancel
tzachbon/smart-ralph559

ralph-specum-cancel

This skill should be used only when the user explicitly asks to use `$ralph-specum-cancel`, or explicitly asks Ralph Specum in Codex to stop execution or remove a spec.