Product & Planning

majiayu000 Bundle

Define implementation contracts (APIs and data models) that developers will build against during PRD v0.6 Architecture. Triggers on requests to define APIs, design database schema, create data models, or when user asks "define APIs", "data model", "database schema", "API contracts", "technical spec", "endpoint design", "schema design". Consumes ARC- (architecture), TECH- (Build items), UJ- (flows), SCR- (screens). Outputs API- entries for endpoints and DBT- entries for data models. Feeds v0.7 Build Execution.

majiayu000 Bundle

Causal inference and discovery for RAN optimization with Graphical Posterior Causal Models (GPCM), intervention effect prediction, and causal relationship learning. Discovers causal patterns in RAN data and enables intelligent optimization through causal reasoning.

majiayu000 Bundle

Access and analyze comprehensive drug information from the DrugBank database including drug properties, interactions, targets, pathways, chemical structures, and pharmacology data. This skill should be used when working with pharmaceutical data, drug discovery research, pharmacology studies, drug-drug interaction analysis, target identification, chemical similarity searches, ADMET predictions, or any task requiring detailed drug and drug target information from DrugBank.

majiayu000 Bundle

Generate visual prototype prompts from SCR- entries for Google Stitch (or equivalent UI generation tool). Triggers on: 'make a prototype', 'visualize screens', 'generate Stitch prompt', 'I need a visual demo', 'prototype the workflow', 'show me what this looks like', 'get this to a demo', 'visual gate'. Consumes SCR- (Screen Flow Definition), PER- (Personas), UJ- (User Journeys), DES- (Design Components). Outputs Stitch prompt blocks per SCR- entry + Feedback Capture Template. No new SoT IDs created — this skill makes existing SCR- entries visual and routes feedback back to them.

majiayu000 Bundle

Enforces a 4-phase architecture design workflow by reading `.arch/state.json` on every request to gate responses by phase. Phase 1 extracts and validates requirements from PRDs; Phase 2 selects architecture patterns and establishes high-level structure; Phase 3 designs and accepts components sequentially; Phase 4 finalises and documents the solution. Use when discussing system design, solution architecture, PRD analysis, component design, technology selection, or architecture patterns — distinct from general coding help by its strict phase-gating, anti-pattern detection, and state-tracked component acceptance.

majiayu000 Bundle

Creates and manages plugin marketplaces for Claude Code, enabling plugin discovery, distribution, and team sharing. Generates marketplace.json files with proper schema, configures plugin sources (GitHub, Git, local), and sets up team configurations for automatic marketplace installation. Use when publishing Claude Code plugins, creating internal plugin catalogs, setting up team plugin distribution, or managing plugin discovery for Claude Code projects.

majiayu000 Bundle

Use when analyzing an existing TypeScript or JavaScript codebase to decide where and how to introduce Inngest. Covers repository discovery, framework and package detection, finding durability gaps in HTTP handlers, webhooks, cron jobs, queues, long-running jobs, AI agents, polling loops, and side-effect-heavy code, then producing and implementing an incremental integration plan.

majiayu000 Bundle

Fast codebase scouting using parallel agents. Use for file discovery, task context gathering, quick searches across directories. Supports internal (Explore) and external (Gemini/OpenCode) agents.

majiayu000 Bundle

How the Rails Enterprise Dev plugin discovers and uses project skills dynamically

majiayu000 Bundle

Systematic white glove sales methodology for FirstMile pipeline stages 02-07, focusing on volume commitment negotiation, implementation oversight, and revenue realization. Use when advancing deals through discovery, rate creation, proposal, implementation, or addressing volume ramp issues, implementation handoffs, or customer onboarding challenges.

majiayu000 Bundle

要件ドキュメントの作成・構造化・品質管理・ハンドオフを支援するスキル。 カール・ウィーガーズの要求工学理論に基づき、ステークホルダーと開発チームの双方に有用な仕様書を作成する。 Anchors: • Software Requirements (Karl Wiegers) / 適用: 要件管理全般 / 目的: 明確で検証可能な仕様 • IEEE 830 SRS Standard / 適用: ドキュメント構造 / 目的: 標準準拠の仕様書 • Don't Make Me Think (Steve Krug) / 適用: 情報設計 / 目的: 読みやすいドキュメント Trigger: Use when creating requirements documents, writing specifications, preparing stakeholder reviews, or establishing requirements traceability. requirements document, specification, SRS, stakeholder review, traceability matrix, 要件定義書, 仕様書

majiayu000 Bundle

Convert between IUPAC names, SMILES strings, molecular formulas, and common names for chemical compounds. Supports SMILES validation, batch processing, structure standardization, and cheminformatics database preparation for drug discovery workflows.

majiayu000 Bundle

How to use the Polymarket adapter in Wayfinder Paths for market discovery (Gamma), orderbooks/prices/history (CLOB), user positions/activity (Data API), and execution (buy/sell + redeem) using USDC.e collateral on Polygon (incl bridge conversion).

majiayu000 Bundle

Build customer case studies as marketing and chasm-crossing reference assets during PRD v1.0 Market Adoption. Triggers on requests to build case studies, produce customer stories, create reference content, or when user asks "build a case study", "customer story", "reference account", "case study interview", "before/after story", "social proof page", "logo wall". Outputs CFD-CASE-* evidence entries, GTM-CASE-* marketing assets, and updates ADO-REF-* with story status.

majiayu000 Bundle

Establish baseline → snapshot → compare → history monitoring for any KPI, config, or metric that can drift during PRD v0.8 Deployment & Ops. Triggers on requests to monitor drift, baseline a value for later comparison, or when user asks "how do we track if X changes?", "baseline this", "config drift", "performance regression", "metric drift", "compare to last week", "is this getting worse?". Outputs MON-DRIFT-* entries with baseline + comparison rules.

majiayu000 Bundle

Turning research artifacts into actionable PM insight. Customer interviews, user research notes, support ticket reviews, sales call transcripts, survey data, in-app feedback, all synthesized into the decisions they are meant to inform. The discipline of moving from raw discovery data to clear product direction without losing signal in the synthesis or fabricating insight that was not actually there. Triggers on research synthesis, customer interview synthesis, user research analysis, discovery readout, research insights, sales call analysis, support ticket analysis, qualitative data analysis. Also triggers when a team has done research but cannot turn it into decisions, when synthesis is producing pretty decks but no roadmap movement, or when an upcoming PM decision needs to be grounded in research already conducted.

majiayu000 Bundle

Smart PRD generator with TaskMaster integration. Detects existing PRDs and offers execute/update/replace options. Generates comprehensive technical PRDs optimized for task breakdown, validates with 13

majiayu000 Bundle

Build Tier 1/2/3 cold outreach sequences differentiated by personalization depth and research signal strength during PRD v0.9 Go-to-Market. Triggers on requests to plan cold outreach, founder-led sales, or when user asks "cold email sequence", "outbound campaign", "founder outreach", "LinkedIn outreach", "Tier 1 personalization", "predictable revenue", "sales cadence", "BDR sequence". Outputs GTM-OUT-* sequence entries and lead-list references.

majiayu000 Bundle

When the agent needs to find specific contact information or responsible personnel for a particular domain or system. This skill searches through available documents (PDFs, config files, emails) to locate relevant contact details, organizational charts, or responsibility assignments. It can parse structured documents for contact tables, search for role-based keywords, and extract email addresses and names associated with specific responsibilities. Triggers include 'find contact', 'responsible person', 'team member', 'who manages', 'email address', 'contact information', 'PDF analysis', 'document search', 'role-based lookup'.

majiayu000 Bundle

RICE scoring framework for ruthless feature prioritization. Evaluates features against strategic objectives, customer value, and resource constraints. Produces prioritized product roadmap with clear rationale for what to build first, defer, or kill.

majiayu000 Bundle

Use when stakeholders need aligned working agreements, resolving decision authority ambiguity, navigating cross-functional conflicts, establishing governance frameworks (RACI/DACI/RAPID), negotiating resource allocation, defining escalation paths, creating team norms, mediating trade-off disputes, or when user mentions stakeholder alignment, decision rights, working agreements, conflict resolution, governance model, or consensus building.

majiayu000 Bundle

Surface risks through guided questioning, helping users consider pivots, constraints, and prioritization during PRD v0.5 Red Team Review. Triggers on requests to identify risks, stress-test the idea, perform red team review, or when user asks "what could go wrong?", "identify risks", "red team", "risk assessment", "challenge assumptions", "stress test the idea". Consumes all prior IDs (CFD-, BR-, FEA-, PER-, UJ-, SCR-) as interview context. Outputs RISK- entries with owner decisions and mitigations. Feeds v0.5 Technical Stack Selection.

majiayu000 Bundle

Use when ML engineers need to identify symmetries in their data but don't know where to start. Invoke when user mentions data symmetry, invariance discovery, what transformations matter, or needs help recognizing patterns their model should respect. Works collaboratively through domain analysis, transformation testing, and physical constraint identification.

majiayu000 Bundle

When the user needs to search for specific files in a workspace based on content patterns, assignment names, or file types, especially when filenames are unknown. This skill triggers when users mention 'files saved somewhere in workspace' or 'can't remember filenames'. It performs directory exploration, content-based file matching, and organizes found files by relevance to specific assignments or document types.

majiayu000 Bundle

Complete guide for creating, publishing, and consuming events in the DeLoNET home network's 33GOD agentic developer pipeline. Built on RabbitMQ with strict type safety via Pydantic, async Python (aio-pika), FastAPI, and Redis-backed correlation tracking. Features modular event architecture with domain-based organization and auto-discovery registry. This skill is REQUIRED for any work involving the home network event bus.

majiayu000 Bundle

Route full software-development architecture work from product intent through design, implementation, testing, release, and operations. Use when the user asks for a complete development architecture, wants to know which Spellbook skills to combine, needs an execution path across PRD/spec/API/data/security/performance/release/SRE, or asks to turn an idea or repo into a production-ready engineering plan.

majiayu000 Bundle

This skill should be used after the requirement-analysis and tech-stack-confirmation skills have been completed (PRD, technology stack decisions, and ADRs already exist). It reads existing artifacts and produces three deliverables: (1) a detailed architecture design document defining package structure, module boundaries, and dependency rules, (2) a runnable walking skeleton that validates all technology integrations, and (3) automated safeguards including unit tests, integration tests, architecture fitness functions, and CI pipeline configuration. Triggers on requests like 'initialize project architecture', 'scaffold project', 'set up project structure', 'create walking skeleton', 'generate design document from tech stack', or 'bootstrap project from PRD'.

majiayu000 Bundle

Create project-context AGENTS.md files using phased discovery, required operational sections, and session-state modeling.

majiayu000 Bundle

Gerichtliche Verfahrensschritte für Insolvenzplan und StaRUG-Plan steuern von Einreichung bis Bestätigung. §§ 231 232 248 InsO Vorprüfung Bestätigung §§ 45 ff. StaRUG Gerichtsverfahren. Prüfraster: Einreichungsantrag Vorlaufprüfung Eroerterungstermin Abstimmung Bestätigung Rechtsmittel Planueberwachung. Output: Gerichtsfahrplan Antragsentwuerfe Fristenkalender. Abgrenzung: nicht für außergerichtliche Stakeholder-Kommunikation.

majiayu000 Bundle

TikTok creator campaigns and influencer marketing strategy. Creator discovery, outreach, ROI tracking, UGC strategy, and campaign management. Use when the user asks about TikTok influencer marketing, creator campaigns, influencer outreach, UGC content, or TikTok marketing partnerships.

majiayu000 Bundle

Master orchestrator for a full SEO audit suite powered by the Ahrefs MCP. Use this skill when running a comprehensive SEO audit, scoping a quarterly health check, doing pre-acquisition SEO due diligence, or post-migration verification. Triggers on full SEO audit, comprehensive SEO review, SEO health check, audit my site, SEO due diligence, audit suite, comprehensive audit, end-to-end SEO. Also triggers when a stakeholder wants the complete picture rather than a single-dimension audit.

majiayu000 Bundle

Use when a problem under exploration needs its quality attributes (non-functional requirements) identified and prioritized before architecture and design begin. This should trigger when an issue's Quality Attribute Discovery point of view needs evaluation, or when a maintainer directly asks to discover and prioritize candidate quality attributes for a problem, before any ADR or design work starts. Part of Plinth Toolkit

majiayu000 Bundle

Creates structured implementation plans from feature requirements. Use when planning new features, multi-phase projects, or when the user asks for an implementation plan, build plan, or development roadmap.

majiayu000 Bundle

Decomposes a decision-complete PRD into a clear, minimal set of user-meaningful features with explicit dependencies, producing a roadmap-ready structure without prioritization, scheduling, or implementation detail.

majiayu000 Bundle

Generate the strategic story connecting a product roadmap to company goals in a form non-technical stakeholders can repeat. Use when asked to explain the roadmap, present strategy to leadership or the board, write the why behind the roadmap, create a narrative for all-hands, or make the roadmap tell a story. Produces a themed narrative with executive summary, progression arc, hard-question preparation, and what's-not-on-the-roadmap section.

majiayu000 Bundle

Agent Q bidirectional transport client - file_drop ship/ingest, mail pull/ship (including strict gpg preencrypted), registry validation, queue-pending, archive-prune. Use when shipping or ingesting sealed PRD manifests between agents over shared folders or mail; when editing agent_trust_registry, manifest.schema.json, or agentq CLI.