Product & Planning

majiayu000 Bundle

Phase 2.5 — Automatic TechSpec validation after generation. Verifies file paths exist, checks interface consistency, detects breaking changes, validates new dependencies, and verifies PRD→TechSpec coverage. Generates techspec-validation.md in the state directory.

majiayu000 Bundle

Build incident response timelines and report packs from event logs. Use for detection-to-recovery reporting, phase tracking, and stakeholder-ready incident summaries.

majiayu000 Bundle

Comprehensive OSINT methodology for external red-team operations and authorized attack-surface assessments. Covers the 5-stage recon pipeline (seed discovery, asset expansion, enrichment, exposure analysis, reporting), asset-graph discipline with 29 asset types, severity rubric (CRITICAL/HIGH/MEDIUM/LOW/INFO), confidence upgrade workflows, time budgeting, asset-level triage rules, scale-based tactics, identity-fabric mapping (Entra/Okta/ADFS/Google/SAML/M365 Teams+SharePoint+OAuth), API and auth-map methodology, JavaScript deep analysis, mobile attack surface, cloud attack surface, breach×identity correlation, detectability tagging, detection-aware probing (back-off, persona rotation), read-only validator discipline, WAF/CDN bypass + origin discovery, vulnerability prioritization (CVE/EPSS/KEV), phishing infrastructure planning + pretext development, bug bounty submission templates, client deliverable templates with risk translation, threat-actor investigation (incl. RU/CN pivots), cryptocurrency tracing, ima

majiayu000 Bundle

Automated content discovery workflow for scanning multiple data sources (ArXiv, GitHub, HuggingFace), applying AI-powered semantic filtering and deduplication, analyzing content quality, downloading images, and publishing to multiple channels (Hexo blog, Telegram, Discord). Use this skill when: - Executing /discover command with task configurations - Scanning academic papers from ArXiv (via MCP or WebSearch) - Finding GitHub repositories or HuggingFace models - Applying semantic AI filtering to avoid duplicate content - Generating high-quality Chinese summaries and insights - Publishing structured content with metadata tracking This skill handles the complete end-to-end discovery pipeline including data source detection, content filtering, quality validation, image extraction, and multi-channel publishing.

majiayu000 Bundle

Workflow 1.5: Bridge between idea discovery and auto review. Reads EXPERIMENT_PLAN.md, implements experiment code, deploys to GPU, collects initial results. Use when user says "实现实验", "implement experiments", "bridge", "从计划到跑实验", "deploy the plan", or has an experiment plan ready to execute.

majiayu000 Bundle

Use this skill when managing key accounts, planning expansions, running QBRs, or mapping stakeholders. Triggers on account management, expansion playbooks, QBR preparation, stakeholder mapping, renewal strategy, upsell, cross-sell, and any task requiring strategic account planning or relationship management.

majiayu000 Bundle

Use when preparing for a sales meeting, discovery call, demo, or customer check-in. Triggers: 'prep me for a meeting with [company]', 'meeting brief for [company]', 'pre-call prep', 'I have a call with [contact] at [company]', 'meeting prep', 'call prep'.

majiayu000 Bundle

Business analysis expert who drives project discovery, market research, and requirements validation within the BMAD methodology

majiayu000 Bundle

Facilitates creative ideation sessions for mobile and web app features, generating structured ideas with user stories, technical considerations, and implementation suggestions. Use when planning new features, exploring product direction, generating app ideas, feature discovery, product brainstorming, or when user mentions 'brainstorm', 'ideate', 'app ideas', or 'feature suggestions'.

majiayu000 Bundle

Backlog and changelog management for CFN projects

majiayu000 Bundle

Create, edit, and convert legal pleadings for Clark County District Court and Justice Court, Nevada. Handles specialized .doc/.docx format with line numbering (1-28), proper caption formatting, document codes (District Court), criminal/civil motion templates, and PDF conversion. Use for drafting motions to suppress, discovery requests, continuances, oppositions, and other court documents for both Nevada District and Justice Courts.

majiayu000 Bundle

CRITICAL guardrail for preventing code duplication and magic strings in the AIDB codebase. Enforces discovery of existing constants, enums, and utilities BEFORE writing new code.

majiayu000 Bundle

Generate tailored project constitution input for the /speckit.constitution command. Use when starting a new project, bootstrapping governance, or when user asks to "create a constitution", "set up project principles", "define coding standards", or needs help with /speckit.constitution input. Conducts structured discovery through clarifying questions about project scale, risk profile, lifespan, architecture, team size, and delivery expectations, then recommends appropriate engineering principles, patterns, and practices matched to the project's characteristics.

majiayu000 Bundle

Generate a prd.json file from deltas ready to implement. Picks deltas with ✓ Plan status, dispatches parallel agents to split each delta into stories, combines results with cross-delta dependencies. Triggers on: create prd from deltas, prd from deltas, plan deltas, deltas prd.

majiayu000 Bundle

Expert methodology for creating strategic technology roadmaps aligned with business goals, including multi-horizon planning, capacity planning, and OKR frameworks.

majiayu000 Bundle

Score deal velocity based on email response times, meeting frequency, and stakeholder engagement. Predict which deals will close vs stall.

majiayu000 Bundle

Design growth loops (viral/referral/acquisition loops, flywheels) and produce a Growth Loop Design Pack (loop map, loop scorecard, channel fit + paid-loop feasibility, experiment backlog, measurement plan). Use for growth teams creating new growth loops or innovating beyond incremental optimization.

majiayu000 Bundle

Phase 5 of disciplined development. Validates system against original requirements through system testing and user acceptance testing (UAT). Uses structured stakeholder interviews to gather sign-off and traces defects back to research or design phases.

majiayu000 Bundle

PRD、ADR、Design Doc、作業計画書の作成を支援。テンプレートと作成判定マトリクスを提供。

majiayu000 Bundle

Expert elevator pitch consultant for creating compelling, concise 30-60 second introductions tailored to specific audiences and contexts. This skill should be used when users need to craft elevator pitches for job interviews, networking events, investor meetings, or social media profiles. Guides users through structured discovery, applies proven frameworks (Three C's, Four-Part Structure), integrates storytelling techniques, and delivers multiple pitch versions with industry-specific hooks and closing lines.

majiayu000 Bundle

Business analysis: requirements engineering, stakeholder analysis, process modeling.

majiayu000 Bundle

Run bioinformatics analyses using Lobster AI - single-cell RNA-seq, bulk RNA-seq, literature mining, dataset discovery, quality control, and visualization. Use when analyzing genomics data, searching for papers/datasets, or working with H5AD, CSV, GEO/SRA accessions, or biological data. Requires lobster-ai package installed.

majiayu000 Bundle

Enterprise GitHub issue labeling orchestrator with semantic label taxonomy, AI-powered auto-labeling, label hierarchy system, workflow automation, issue triage acceleration, and stakeholder communication; activates for issue classification, label management, workflow automation, priority assignment, and team communication

majiayu000 Bundle

Run multiple AI models in parallel for 3-5x speedup with ENFORCED performance statistics tracking. Use when validating with Grok, Gemini, GPT-5, DeepSeek, or Claudish proxy for code review, consensus analysis, or multi-expert validation. NEW in v3.1.0 - SubagentStop hook enforces statistics collection, MANDATORY checklist prevents incomplete reviews, timing instrumentation examples. Includes dynamic model discovery via `claudish --top-models` and `claudish --free`, session-based workspaces, and Pattern 7-8 for tracking model performance. Trigger keywords - "grok", "gemini", "gpt-5", "deepseek", "claudish", "multiple models", "parallel review", "external AI", "consensus", "multi-model", "model performance", "statistics", "free models".

majiayu000 Bundle

Comprehensive skill for project planning and prompt engineering. Covers hierarchical plans (briefs, roadmaps, phases), Claude-to-Claude meta-prompts, and multi-stage workflows. Use when: planning, prompt creation, agentic pipeline work, project roadmap, meta-prompts, research to implement workflow.

majiayu000 Bundle

Customer interview question bank and synthesis templates for product discovery.

majiayu000 Bundle

Systematic PRD-driven software development workflow for Claude Code. Use when the user wants to (1) Import/parse feature bundles into draft PRDs with dependency analysis, (2) Create comprehensive Product Requirements Documents from feature descriptions, (2b) Extend existing PRDs with new requirements (version increment), (3) Break down PRDs into structured task lists with dependencies and test plans, (4) Systematically execute task lists with quality gates and verification protocols, (5) Audit test coverage and correctness against specifications, (6) Generate comprehensive PRD status reports showing completion states and progress tracking, or build complete applications from requirements through to tested implementation following enterprise-grade practices.

majiayu000 Bundle

Define success criteria and tracking setup for launch during PRD v0.9 Go-to-Market. Triggers on requests to define launch metrics, set up tracking, or when user asks "how do we measure launch success?", "launch KPIs", "tracking setup", "success criteria", "analytics", "launch goals". Outputs KPI- entries specialized for launch measurement.

majiayu000 Bundle

프로젝트의 의존성, PRD, 구조를 분석하여 필수/선택 Rule을 자동 생성합니다. package.json, tsconfig.json 등 설정 파일과 문서를 분석하여 기술 스택에 맞는 Claude Rules 구조를 구성합니다. "프로젝트 룰 생성", "규칙 자동 생성", "프로젝트 분석해서 룰 만들어줘" 요청 시 활성화.

majiayu000 Bundle

Checklist gate สำหรับ production release ครอบคลุม testing, documentation, rollback plan, และ stakeholder sign-off

majiayu000 Bundle

Stakeholder interview and requirements elicitation. Discovers hidden needs, surfaces contradictions, and produces structured specifications. Use when gathering requirements, conducting discovery interviews, or writing PRDs/feature specs.

majiayu000 Bundle

Guides comprehensive requirements gathering and analysis including stakeholder interviews, user story creation, use case documentation, acceptance criteria, requirements prioritization, and traceability. Produces requirements documents, user stories, use cases, and development roadmaps. Use when gathering requirements, writing user stories, creating acceptance criteria, analyzing stakeholder needs, prioritizing features, or when users mention requirements analysis, business analysis, user stories, use cases, or requirements documentation.

majiayu000 Bundle

Pythonic wrapper around RDKit with simplified interface and sensible defaults. Preferred for standard drug discovery: SMILES parsing, standardization, descriptors, fingerprints, clustering, 3D conformers, parallel processing. Returns native rdkit.Chem.Mol objects. For advanced control or custom parameters, use rdkit directly.

majiayu000 Bundle

Generate comprehensive executive summaries from workspace communication files using AI analysis with automatic context discovery

majiayu000 Bundle

Use when planning an initiative - maps stakeholders, tracks alignment, and plans communication strategy.

majiayu000 Bundle

Multi-persona stakeholder simulation for solo requirements work. Generates diverse perspectives from simulated End User, Technical, Business, Compliance, and Operations stakeholders when real stakeholders are unavailable.