Product & Planning

aimskr Bundle

자료조사, 자료수집, 레퍼런스, 문헌조사, 기술조사, 논문, 사례조사, 비교분석, 리서치, 학술조사, 기술리서치, 정보수집, 자료정리, 배경조사 - 특정 주제에 대해 병렬 전문가 서브에이전트를 활용한 심층 자료 조사를 수행한다. 기술 문서, 논문, 사례, 통계, 비교 분석, 최신 동향을 복합적으로 수집·통합하여 종합 리포트를 생성한다. PRD 작성 전 기술 검토, 아키텍처 결정, 기술 스택 선택, 학술 배경 파악이 필요할 때 사용. 마켓 리서치(시장조사/경쟁분석)는 market-research 스킬을 사용할 것.

aimskr Skill

UI, UX, 디자인, UI 디자인, UX 디자인, 사용자 경험, 화면, 인터랙션, 라이브 리뷰, 와이어프레임, 화면 설계 - Create and review UI/UX designs with live browser testing. Use for design implementation, interaction testing, visual inspection, and iterative refinement with Playwright. Also triggered when continuing from prd-strategist's Design Direction output.

aimskr Skill

계획, 구현 계획, 플랜 작성, 작업 계획, 구현 플랜, 플랜 저장, TODO 저장, 계획 캡처, plan 저장, 플랜 캡처 - Creates detailed implementation plans with bite-sized tasks and TDD steps. Also captures Plan mode output to structured markdown. Use when planning multi-step implementations before coding, or saving Plan mode output. Do NOT use for brainstorming (use brainstorming) or PRD/product strategy (use prd-strategist).

aimskr Skill

PRD, 기획서, 요구사항, 제품 기획, MVP, 제품 전략 - Use when brainstorming product ideas, creating PRD documents, defining MVP scope, or planning new features. MUST BE USED for any product strategy or requirements documentation tasks.

aimskr Bundle

자동 문서화, 문서 업데이트, 아키텍처 문서, memory, 변경 기록, ADR, 의사결정 기록 - 작업 완료 후 프로젝트 문서를 자동 생성/업데이트한다. architecture.md, memory.md, decisions/ ADR을 관리하며 memory.md 로테이션을 수행한다. Use when a development task is completed and documentation needs updating. Also use standalone to generate or refresh project documentation. Do NOT use for writing specs or proposals (use doc-coauthoring) or PRD (use prd-strategist).

aimskr Bundle

문서 작성, 문서화, 문서, 스펙 작성, 기술 문서, 제안서, RFC, 설계 문서, 의사결정 문서 - Collaborative document co-authoring through 3 stages: context gathering, iterative refinement, and reader testing. Use when writing docs, proposals, tech specs, decision docs, or RFCs. Do NOT use for PRD/product requirements (use prd-strategist) or implementation plans (use writing-plans).

aimskr Skill

시장조사, 시장분석, 경쟁분석, 경쟁사, TAM, SAM, SOM, 시장규모, 트렌드, 니즈분석, 기회탐색, 사용자조사, 포지셔닝, 앱시장 - Conducts structured market research including market sizing, competitive landscape mapping, user needs discovery, and trend analysis. Use when exploring a new product idea, validating market opportunity, or analyzing competition before PRD creation. Do NOT use for PRD writing (use prd-strategist) or ideation (use brainstorming).

aimskr Bundle

기능 개발, 기능 구현, 신규 개발, 피처 개발, 개발 워크플로우 - Guided feature development with codebase understanding and architecture focus. Systematic 7-phase approach from discovery to implementation. Use when building new features or adding significant functionality. Do NOT use for simple bug fixes, config changes, or single-file edits.

google Bundle

Creates product search agents with semantic search and RAG on Google Cloud (Vertex AI Vector Search, BigQuery, embeddings). Use when the user wants to "build a product search agent", "create an e-commerce search", "make a shopping assistant", "set up semantic catalog discovery", "ingest products into Vector Search", or "deploy a retail RAG agent". Handles the full pipeline: catalog data ingestion to BigQuery, Vertex AI Vector Search collection setup, ADK agent scaffolding, evaluation, and Cloud Run deployment.

u9401066-copilot-capability-manager Skill

Pre-commit workflow orchestrator for Git operations. LOAD THIS SKILL WHEN: User wants to "commit", "push", "submit" code | says "準備提交", "要 commit 了", "git push" | before any git operation | preparing code for review. ORCHESTRATES: Memory Bank sync → README update → CHANGELOG update → ROADMAP update → Architecture check → Commit message.

u9401066-copilot-capability-manager Skill

Auto-check and update key documentation before Git commits to keep docs in sync with code. LOAD THIS SKILL WHEN: Before git commit/push | User says "準備提交", "sync docs", "發布", "release" | code changes affect documentation. CAPABILITIES: Update README, CHANGELOG, ROADMAP, ARCHITECTURE, Memory Bank; minimal changes; semantic versioning; Keep a Changelog format.

jmerta Bundle

Use when the user asks to capture, clarify, document, audit, generate, compare, prioritize, validate, or realize product ideas. Guides one-question-at-a-time discovery, evidence-based scoring, explicit readiness decisions, and scoped delivery without assuming a specific product, repository layout, or planning plugin.

gemachdao Skill

Solana livestream-token discovery — currently-live streams, per-token live status, and big-buy alert feeds

foxj77 Skill

Use when pods cannot resolve service names, CoreDNS is unhealthy, DNS lookups are slow or timing out, service discovery is broken, or when performing a DNS health check on a Kubernetes cluster

jander99 Bundle

Manage, configure, generate, validate, and set up GitHub Projects (v2) with issue creation, project discovery, adding items to projects, and updating issue status across project boards. Capabilities include creating issues with metadata (labels, assignees, milestones), listing projects for users/orgs, adding issues/PRs to projects, updating project item fields (status, priority), and managing project workflows (Backlog, Ready, In Progress, Done). Use GraphQL fallback, node IDs, MCP server tools, and batch operations for project item automation. Use when creating GitHub issues, managing project boards, moving issues between project columns, organizing repository work items, tracking project progress, automating GitHub project workflows, or integrating project boards with CI/CD pipelines.

dmitryprg-ai Bundle

Review work session quality and capture improvement opportunities. Use at end of session, after completing complex features, after series of errors or failed attempts, after 2+ hours of focused work, when user says done/finished/wrap up, for retrospective analysis, or when same mistake happened twice in a session.

dmitryprg-ai Bundle

Implement accumulated improvements from improvements-backlog into AI rules and skills. Use when backlog has 5+ items, weekly rule update cycle, 2+ high priority improvements exist, before important releases, when same error repeated 3+ times, when user says implement improvements/process backlog/update rules from errors.

alienfast Skill

Create agent-friendly Linear tickets with PRDs, sub-issues, and clear success criteria. Use when planning features or breaking down work for agentic coding.

alienfast Skill

Autonomous Linear-backlog iteration — ships exactly ONE issue per invocation (preflight → /next specified → /full auto wt → record outcome), with a skip-and-circuit-breaker failure policy. Accepts an optional issue ID (`/auto BF-123`) for targeted mode — skip the pick and ship that specific certified issue unattended. Run continuously via `/loop /auto`; the loop ends itself on NO-CANDIDATES or AUTO-HALTED. Invoking /auto IS the run-scoped commit/push grant (standards/git.md). Use when the user says 'auto', 'work autonomously', 'work through the backlog', 'ship the next issue unattended', 'ship BF-123 unattended', or invokes /auto (typically as /loop /auto).

alienfast Skill

Suggest the best next issue to work on. Considers workflow stage (Planned before Backlog), dependency graph, triage status, and what's unblocked. Optionally filters to a label — `/next specified` restricts to certified specs (what /auto runs). Use when the user says 'what's next', 'next issue', or invokes /next.

alienfast Skill

Groom a Linear issue into a certified spec — research the issue and codebase context, interview the user for problem/outcomes/success criteria, rewrite the description in the canonical spec shape, and graduate it with the `specified` label that gates autonomous /auto pickup. Decision-shaped issues ("Decide X") take the decision-grade path instead — architect-backed research, a debate brief with recommendations, a recorded decision, and filed follow-ups rather than certification. With no args, surfaces the top-ranked uncertified issues (including the Triage inbox) to pick from. Interactive-only — never runs unattended. Use when the user says 'spec', 'spec next', 'groom this issue', 'certify PL-XX', 'spec the backlog', 'debate this decision issue', or invokes /spec.

alienfast Skill

Triage and prioritize Linear backlog. Analyzes issues for staleness, blockers, and suggests priorities based on dependencies and capacity.

alienfast Skill

Continuous-improvement reflection on the just-finished session — captures generalizable lessons and reconciles stale config, then auto-applies the small/safe shared-config edits (user-level `~/.claude` targets only on the keeper's machine; project-level edits inside a /start wt worktree are check-gated and committed so they ride the issue merge) and proposes the larger ones — filing the proposals as a certified (`specified`) Linear issue (Backlog — the human plans; stage-first ranking keeps it fleet-eligible); keeper batches (any `~/.claude` target) file uncertified with `keeper` instead, since `/auto` cannot ship cross-repo config work. Three modes — session (default; reflect on this session's friction), sweep (audit a project's CLAUDE.md/rules against the actual codebase and de-duplicate), and fleet (batched post-fleet reflection over a whole run's evidence — invoked by /fleet-retro, the only scheduled reflection surface since the per-issue /quality-review tail was retired 2026-08-15). Use when the user say

a-evo-lab Skill

Strategies for quickly discovering what tools, languages, and files are available in a Terminal-Bench container.

alienfast Skill

Prepare a team's certified backlog for a fleet of parallel /loop /auto sessions — audit `specified` labels for unattended-shippability (route human-gated issues by shape — `needs decision` for pending decisions, `human` for human-performed work — mark fleet-hostile ones `solo`, flag decision-gated ones, and re-audit `simple` labels in both directions), consolidate same-defect-family point fixes into class-scoped sweep issues, wire `blocks` edges between file-colliding candidates, validate through next-candidates.sh, audit the release scope (every unstarted Planned/Todo issue classified workable/needs-keeper-action/draining, blocker chains walked to their root causes, fan-out first — the keeper's personal unblock list leads the report) plus the second-order certified-Backlog fleet-drain edges, and recommend a parallel-session count. Use when the user says 'auto-prep', 'fleet prep', 'prep the backlog for auto', or before launching multiple /loop /auto sessions.

alienfast Skill

Estimate — explicitly not a plan — of what a fleet of parallel /loop /auto sessions would ship over a time horizon. Simulates the certified backlog draining across N sessions (blockers resolve and make way for their dependents), reporting the projected pick order as waves, roughly when the Planned/Todo stage burns down and Backlog picks begin, what a given horizon (e.g. 12h) cannot reach, and which candidates are stranded behind blockers the fleet can never ship. Read-only; nothing is launched or written. Use when the user says 'fleet forecast', 'forecast the fleet', 'what would a fleet run look like', 'what order would issues run', 'how many hours to burn the Planned issues', 'what would ship overnight/in 12 hours', or invokes /fleet-forecast.

diversioteam Bundle

Generate self-contained, presentation-ready HTML explainers for plans, diffs, docs, architecture, audits, and stakeholder updates. Use when the user wants a visual explainer, diagram, comparison, roadmap, mixed technical/non-technical summary, or an HTML alternative to a complex ASCII table. Gather missing audience/goal/source context interactively, separate confirmed facts from inference, save under ~/.agent/diagrams/, and optionally publish a fresh Netlify preview site.

prulloac Bundle

Create comprehensive feature documentation summaries that describe current and future capabilities. Use after feature-breakdown to document what a feature does, its business value, technical implementation, and roadmap. Ideal for creating user-facing documentation and feature catalogs in `docs/features/<feature-name>/` format.

gentleman-programming-engram Skill

Backlog triage protocol for Engram: audit open issues and PRs, classify each item, infer maintainer ideology from comments, and produce an actionable disposition report. Trigger: Auditing open issues or PRs, triaging the backlog, reviewing contributor submissions as a maintainer, or applying triage to any GitHub repo.

doodledood Skill

Personal decision advisor for QUALITY over speed. Exhaustive discovery, option finding, sequential elimination, structured analysis. Use for investments, purchases, career, life decisions. Surfaces hidden factors, tracks eliminations with reasons, confident recommendations. Triggers: help me decide, should I, which should I choose, compare options, what should I do, weighing options.

shining319 Bundle

Senior product manager for end-to-end product development from requirements to design. Use when users need: (1) Requirements analysis and product direction, (2) User personas and scenario analysis, (3) Feature and interaction design, (4) PRD writing, (5) Feasibility assessment. Triggers: product design, requirements, user persona, PRD, feature planning, MVP, user story. | 资深产品经理，负责需求分析到产品设计全流程。触发词：产品设计、需求分析、用户画像、PRD、功能规划、MVP、用户故事、产品方案。

bang-isme Bundle

Use when work needs Scrum roles, ceremonies, backlog refinement, sprint planning, story delivery, release readiness, or role handoffs.

theagentledger Bundle

Systematic business idea capture, scoring, and lifecycle management for solopreneurs and builders. Use when: capturing a new idea, reviewing your idea backlog, evaluating a specific idea, graduating an idea to active project, or running a monthly idea audit. NOT for: task management, project execution tracking (use project-tracker), or goal setting (use goal-tracker).

theagentledger Bundle

OKR-style goal tracking for solopreneurs — quarterly goals, weekly check-ins, progress scoring, and an AI accountability partner that flags drift before it becomes failure.

dralgorhythm Bundle

Produces this framework's planning artifacts — PR-FAQ (working-backwards vision), PRD (requirements), and execution roadmap — from their bundled templates. Use when writing or updating a PR-FAQ, PRD, product requirements, or delivery roadmap, or when the planning flow calls for one.

nimrodfisher Bundle

Pre-delivery quality assurance for analysis work. Use when reviewing analysis before sharing with stakeholders, checking for completeness, validating assumptions, or ensuring clarity of recommendations.