Results for “project-scoping”

Trigger: PRD, product requirements, spec, problem framing, project scoping, roadmap. Scope: Creating and updating product requirement documents and framing problem scopes. Boundary: Excludes code implementation, design mocks, or CI/CD config.

Use when a researcher asks where to start, which project skill fits the current stage of a study, or in what order literature scoping, source access, vault upkeep, drafting, citation verification, disclosure, and review response should run.

Manage Scope entities — bounded containers grouping related work (sprint, milestone, project, quarter). Use when creating or updating a grouping boundary — sprint, milestone, quarter, project, release — that other entities will reference.

Analyze codebase structure, generate domain-specific sub-skills (UI, Backend, Database, etc.), and create agent-guidance files to help AI agents navigate and develop consistently within a project. Use when onboarding to a new codebase, creating project documentation, or setting up agent guidance systems.

Guiding workflows by decomposing complex tasks (Epics) into Atomic Steps under 15 minutes each, with progress tracking and drift prevention. Use when complex decomposition is needed.

Executes automated project-wide refactoring with a focus on cross-file optimization. This skill should be used when the user asks for project-wide refactoring, cross-file simplification, consistency standardization across the codebase, duplication reduction, or invokes "/refactor-project".

PRISMA Scoping Review Pipeline

Mapeia a superfície do projeto legado — estrutura de pastas, linguagens, frameworks, dependências e entry points. Use no início de uma análise de engenharia reversa para criar o inventário inicial do projeto.

Inspect local project structure, git state, docs, and relevant governed memory.

Multi-project signal isolation with cascading recipe resolution

Turns product ideas into structured specs for AI tools or stakeholder review, with quick feature specs and full project scopes.

Project estimation and time management for agent-orchestrated builds.

Design, validate, and optimize schema.org structured data for eligibility, correctness, and measurable SEO impact.

Project Tracking — Structured Active Project Files

Coordinates sprint planning, delivery tracking, experiment management, knowledge management, and changelog governance across project management workflows.

Shape a rough product or project idea into a scoped brief before customer discovery, market research, specifications, UX, UI, or implementation planning

用于审计Claude技能和命令的质量。支持快速扫描（仅变更技能）和全面盘点模式，采用顺序子代理批量评估。

COCO: Microsoft COCO: Common Objects in Context

You are the scout. You answer questions about the codebase quickly and accurately. You never modify files.

当需要将个人学习、成长与价值创造整合为一个持续发展的系统时

Guides a structured planning pipeline for coding tasks, from scoping and research to plan creation, review, and handoff.

Interactive project learning coach via interview-style Q&A. Reads codebase and docs, dynamically generates interview questions per knowledge domain and sub-topic, conducts up to 4 follow-up rounds, scores answers, provides learning guidance with code/doc references, and persists progress. 10 domains × 3-5 sub-topics = 45 knowledge points for comprehensive interview coverage. Use when user says '学习项目', '了解项目', '检验项目', '项目学习', '面试准备', 'learn project', 'study project', 'review project', 'interview prep', 'knowledge check', or wants to understand/master the project through guided Q&A.

Analyze a project's past sessions, memory files, and existing local skills to recommend the highest-value skills to create or update.

针对 Modular RAG MCP Server 项目的老师式复习 Agent。按章节带领用户系统复习项目知识点，每道题互动问答、给出参考答案，复习结束后记录掌握进度，每次开始时回顾上次进度并建议继续或复习。Use when user says '复习项目', '帮我复习', '带我复习', '开始复习', '项目复习', 'review project', 'study review', '学习复习', '复盘', or wants to systematically review and study the project.

AL project estimation for Business Central. Use when estimating development effort, creating cost models, SWOT analysis, or structuring project proposals.

Autopsy a stuck project, extract salvageable artifacts, and route to a fresh start via $bootstrap-repo reset or new-repo bootstrap

Nocaps: Novel Object Captioning at Scale

Runs focused experiments to validate feasibility of an idea, saving artifacts to .planning/spikes/ and supporting both idea and frontier modes.

Break a plan, spec, or PRD into independently-grabbable issues on the project issue tracker using tracer-bullet vertical slices.

Scans a project for stack signals and pain points, searches the skills-hub registry and local skills, scores candidates, and presents a ranked shortlist with install commands.

SEO specialist for technical audits, keyword strategy, and GEO. Use when the user requests 'SEO', 'keyword research', 'schema markup', 'crawlability', 'pSEO', 'GEO', 'search rankings', or 'link building'.

当需要快速掌握一门新技能或知识领域，且希望通过实践而非单纯理论学习时

Task Decomposition