Product & Planning

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idea-os workflow skill. Use this skill when the user needs Five-phase pipeline (triage → clarify → research → PRD → plan) that turns a raw idea into four linked files: clarifying questions, deep research, a PRD with non-goals and metrics, and a phased execution plan with mermaid user journey and kill criteria and the operator should preserve the upstream workflow, copied support files, and provenance before merging or handing off.

holobiomicslab Skill

Use when you have a preprocessed metabolomics feature matrix and sample metadata but suspect hidden substructures or unknown groupings that are not explained by known experimental conditions.

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Use when you have paired genomic and metabolomic data from the same microbial strains and want to link biosynthetic gene clusters (BGCs) to the metabolite features they plausibly encode — mine BGCs from assembled genomes with antiSMASH, tokenize BGC domains with iPRESTO/Pfam and cluster them into gene cluster families (GCFs) with BiG-SCAPE, build an MS/MS molecular network from paired LC-MS/MS data with GNPS to obtain molecular families (MFs), then score GCF-MF co-occurrence across strains (NPLinker-style Metcalf/hypergeometric scoring) to produce a ranked table of candidate BGC-metabolite links for natural-product discovery.

holobiomicslab Skill

Use when after Mass2Motif discovery via LDA on preprocessed MS/MS spectra, when you have a set of inferred motifs (fragments and neutral losses with LDA probabilities) and need to assign putative substructure identities rather than retain anonymous motif labels.

holobiomicslab Skill

Use when you have per-feature CV values from quality control analysis of NMR or MS metabolomic data and need to: (1) establish whether your dataset meets FDA reproducibility standards for downstream biomarker discovery or quantification; (2) benchmark data quality against regulatory thresholds;

holobiomicslab Skill

Use when you have processed LC-MS/MS spectral data (as a .mgf file with feature identifiers) and computed pairwise ms2deepscore similarity scores, and you need to create a 2-D projection suitable for dashboard visualization or high-level pattern discovery without losing similarity structure.

holobiomicslab Skill

Use when when loading search results from Data-Independent Acquisition (DIA) mass spectrometry workflows (e.g., output from OpenSwath or similar feature detection tools) and you need to restrict the analyte pool to those meeting a strict false-discovery rate (FDR) threshold.

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ingest-youtube — YouTube-to-vault connector workflow skill. Use this skill when the user needs Pull a YouTube video transcript into a queryable markdown vault with yt-dlp subtitle discovery, VTT cleanup, metadata frontmatter, and capture-seed stubs and the operator should preserve the upstream workflow, copied support files, and provenance before merging or handing off.

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SaaS MVP Launcher workflow skill. Use this skill when the user needs planning or building a SaaS MVP from scratch. Provides a structured roadmap covering tech stack, architecture, auth, payments, and launch checklist and the operator should preserve the upstream workflow, copied support files, and provenance before merging or handing off.

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API Fuzzing for Bug Bounty workflow skill. Use this skill when the user needs Provide comprehensive techniques for testing REST, SOAP, and GraphQL APIs during bug bounty hunting and penetration testing engagements. Covers vulnerability discovery, authentication bypass, IDOR exploitation, and API-specific attack vectors and the operator should preserve the upstream workflow, copied support files, and provenance before merging or handing off.

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Influencer Discovery workflow skill. Use this skill when the user needs Find and evaluate influencers for brand partnerships, verify authenticity, and track collaboration performance across Instagram, Facebook, YouTube, and TikTok and the operator should preserve the upstream workflow, copied support files, and provenance before merging or handing off.

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Technical Design Doc Creator workflow skill. Use this skill when the user needs Creates comprehensive Technical Design Documents (TDD) with mandatory and optional sections through interactive discovery. Use when user asks to "write a design doc", "create a TDD", "technical spec", "architecture document", "RFC", "design proposal", or needs to document a technical decision before implementation. Do NOT use for README files, API docs, or general documentation (use docs-writer instead) and the operator should preserve the upstream workflow, copied support files, and provenance before merging or handing off.

diegosouzapw Bundle

Influencer Discovery workflow skill. Use this skill when the user needs Find and evaluate influencers for brand partnerships, verify authenticity, and track collaboration performance across Instagram, Facebook, YouTube, and TikTok and the operator should preserve the upstream workflow, copied support files, and provenance before merging or handing off.

diegosouzapw Bundle

Azure.ResourceManager.ApiCenter (.NET) workflow skill. Use this skill when the user needs Azure API Center SDK for .NET. Centralized API inventory management with governance, versioning, and discovery and the operator should preserve the upstream workflow, copied support files, and provenance before merging or handing off.

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Decomposition Planning and Roadmap workflow skill. Use this skill when the user needs Creates step-by-step decomposition plans and migration roadmaps for breaking apart monolithic applications. Use when asking "what order should I extract services?", "plan my migration", "create a decomposition roadmap", "prioritize what to split", "monolith to microservices strategy", or tracking decomposition progress. Do NOT use for domain analysis (use domain-analysis) or component sizing (use component-identification-sizing) and the operator should preserve the upstream workflow, copied support files, and provenance before merging or handing off.

diegosouzapw Bundle

Global Chat Agent Discovery workflow skill. Use this skill when the user needs Discover and search 18K+ MCP servers and AI agents across 6+ registries using Global Chat's cross-protocol directory and MCP server and the operator should preserve the upstream workflow, copied support files, and provenance before merging or handing off.

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Filesystem-Based Context Engineering workflow skill. Use this skill when the user needs Use for file-based context management, dynamic context discovery, and reducing context window bloat. Offload context to files for just-in-time loading and the operator should preserve the upstream workflow, copied support files, and provenance before merging or handing off.

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Modular Decomposition workflow skill. Use this skill when the user needs Runs a sequenced monolith-to-modular pipeline that sizes and inventories components, finds shared domain duplication, addresses flattening and hierarchy issues, analyzes coupling, then groups components into candidate domain-aligned units, with optional embedded DDD strategic analysis for bounded contexts. Use when asking how to split a monolith, size components before extraction, find duplicated domain logic, clean up module hierarchy, measure coupling between modules, or group components into services. Do NOT use for phased extraction roadmaps or prioritization without the prior analysis steps (use decomposition-planning-roadmap after this pipeline), end-to-end legacy migration strategy writeups (use legacy-migration-planner), pure infrastructure capacity sizing, or when you only need DDD without the structural pipeline (install domain-analysis standalone) and the operator should preserve the upstream workflow, copied support files, an

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Tech Lead's Club - Spec-Driven Development workflow skill. Use this skill when the user needs Project and feature planning with 4 adaptive phases - Specify, Design, Tasks, Execute. Auto-sizes depth by complexity. Creates atomic tasks with verification criteria, atomic git commits, requirement traceability, and persistent memory across sessions. Stack-agnostic. Use when (1) Starting new projects (initialize vision, goals, roadmap), (2) Working with existing codebases (map stack, architecture, conventions), (3) Planning features (requirements, design, task breakdown), (4) Implementing with verification and atomic commits, (5) Quick ad-hoc tasks (bug fixes, config changes), (6) Tracking decisions/blockers/deferred ideas across sessions, (7) Pausing/resuming work. Triggers on "initialize project", "map codebase", "specify feature", "discuss feature", "design", "tasks", "implement", "validate", "verify work", "UAT", "quick fix", "quick task", "pause work", "resume work". Do NOT use for architecture decomposition a

diegosouzapw Bundle

Content Strategy workflow skill. Use this skill when the user needs Plan a content strategy, topic clusters, editorial roadmap, and content mix for traffic, authority, and lead generation. Use when deciding what to publish, what topics to prioritize, or how to structure a content program and the operator should preserve the upstream workflow, copied support files, and provenance before merging or handing off.

diegosouzapw Bundle

Filesystem-Based Context Engineering workflow skill. Use this skill when the user needs Use for file-based context management, dynamic context discovery, and reducing context window bloat. Offload context to files for just-in-time loading and the operator should preserve the upstream workflow, copied support files, and provenance before merging or handing off.

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Frontend Blueprint workflow skill. Use this skill when the user needs AI frontend specialist and design consultant that guides users through a structured discovery process before generating any code. Collects visual references, design tokens, typography, icons, layout preferences, and brand guidelines to ensure the final output matches the user's vision with high fidelity. Use when the user asks to build, design, create, or improve any frontend interface — websites, landing pages, dashboards, components, apps, emails, forms, modals, or any UI element. Also triggers on "build me a UI", "design a page", "create a component", "improve this layout", "make this look better", "frontend", "interface", "redesign", or when the user provides mockups, screenshots, or design references. Do NOT use for backend logic, API design, database schemas, or non-visual code tasks and the operator should preserve the upstream workflow, copied support files, and provenance before merging or handing off.

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Product Manager Toolkit workflow skill. Use this skill when the user needs Essential tools and frameworks for modern product management, from discovery to delivery and the operator should preserve the upstream workflow, copied support files, and provenance before merging or handing off.

diegosouzapw Bundle

Product Manager Toolkit workflow skill. Use this skill when the user needs Essential tools and frameworks for modern product management, from discovery to delivery and the operator should preserve the upstream workflow, copied support files, and provenance before merging or handing off.

diegosouzapw Bundle

Azure.ResourceManager.ApiCenter (.NET) workflow skill. Use this skill when the user needs Azure API Center SDK for .NET. Centralized API inventory management with governance, versioning, and discovery and the operator should preserve the upstream workflow, copied support files, and provenance before merging or handing off.

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BuyWhere Product Catalog workflow skill. Use this skill when the user needs Use BuyWhere's MCP and API surfaces to add product search, price comparison, and deal discovery to AI shopping agents and the operator should preserve the upstream workflow, copied support files, and provenance before merging or handing off.

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Global Chat Agent Discovery workflow skill. Use this skill when the user needs Discover and search 18K+ MCP servers and AI agents across 6+ registries using Global Chat's cross-protocol directory and MCP server and the operator should preserve the upstream workflow, copied support files, and provenance before merging or handing off.

thomasmoreai Skill

Generates structured U.S. art law summaries with Bluebook citations, doctrinal analysis, and stakeholder guidance. Use when researching art law precedents, advising on art transactions, preparing for art market litigation, or surveying a doctrine or statute across ownership, provenance, copyright, VARA, NAGPRA, authentication, NFTs, or AI-generated art.

thomasmoreai Skill

Performs a HIPAA Security Rule compliance review against all Administrative, Physical, and Technical Safeguards defined in 45 CFR Part 164, Subpart C. Auto-invoked when discussing healthcare data security, ePHI protection, HIPAA audit readiness, or business associate compliance. Evaluates required and addressable implementation specifications, identifies gaps, and produces a remediation roadmap aligned to HHS enforcement priorities.

thomasmoreai Skill

Use this skill whenever the user asks about timing or deadlines in a California civil case. Triggers include "when is my answer due California", "compute the deadline", "how many court days", "what's the opposition brief deadline", "I was served — when do I have to respond", "when does my discovery response have to go out", "California motion notice requirement", "CCP 1005", "CCP 12", "calendar days vs court days California", "mail service adds days California", "summary judgment timeline California CCP 437c", "how long do I have to file a motion to vacate California", "exemption claim deadline California", "FDCPA statute of limitations", "Rosenthal Act statute of limitations", "when does the discovery cutoff hit", "CMC statement deadline". Computes court-day and calendar-day deadlines under Code Civ. Proc., § 12 and § 1013 using Govt. Code § 6700 California state holidays (including Day after Thanksgiving), covers the extended service rules under CCP § 1010.6 for e-service and CCP § 1013 for mail, and catalo

thomasmoreai Skill

Use this skill whenever the user asks about timing or deadlines in a Washington civil case. Triggers include "when is my answer due", "when is the response brief due", "compute the deadline", "how many court days", "what's the reply deadline", "I was served — when do I have to answer", "when does my discovery response have to go out", "how long do I have to file a motion to vacate", "exemption claim deadline", "FDCPA statute of limitations", "is this deadline past". Computes court-day and calendar-day deadlines under CR 6 / CRLJ 6 using RCW 1.16.050 holidays (with Saturday→Friday / Sunday→Monday observed-day rule), and covers garnishment timing under RCW 6.27, post-judgment motion deadlines under CR 59 / CR 60 / RAP 5.2, and WA statutes of limitation at RCW 4.16. Deterministic date arithmetic is delegated to `scripts/case-calendar.py`, which is the **canonical source** for current day counts and holidays — this skill does NOT enumerate them. The substantive rules + RCW text live in `wa-law-references/referenc

thomasmoreai Skill

Traces deposits from receipt through disbursement across bank statements and financial records, producing transaction matrices, fund-flow timelines, and evidentiary chains of custody. Flags structuring, commingling, trust account violations, and unexplained gaps. Use when tracking deposits, tracing funds, auditing trust accounts, or analyzing bank statements during discovery.

thomasmoreai Skill

Use when the user has a piece of legal-jargon-heavy text and wants it rewritten in plain language for a specified non-legal audience. Common scenarios — email to a business stakeholder, legal disclaimer for a customer-facing page, memo for a non-legal audience, explanation of a contract clause for a deal team, summary of a regulatory development for an executive briefing. Produces the rewritten text plus a brief explanation of what was changed and why, including any preservation-of-meaning concerns where the rewrite required interpretation. Does not draft from scratch; the input is text that exists.

thomasmoreai Skill

Research roadmap for a legal issue — statutes to check, case law areas to investigate, regulatory frameworks, Westlaw (connector optional; not enabled in v1) search terms. Leads and frameworks, NOT authoritative citations; students verify and develop everything. Use when a student asks where to start researching, wants a research roadmap for an issue, or needs gaps identified in existing research.

thomasmoreai Skill

Generates California-compliant privilege logs for withheld or redacted discovery materials under CCP 2031.240. Use when the user mentions privilege log drafting, California privilege log, CCP 2031.240, attorney-client privilege logging, work product designation, Evid. Code 952/954, CCP 2018.030, redaction logging, meet-and-confer privilege disputes, waiver analysis, common interest doctrine, or asks for help documenting withheld documents. Also trigger on references to Hernandez v. Superior Court, Costco Wholesale, or Wellpoint.

thomasmoreai Skill

Drafts filing-ready motions to compel discovery in civil litigation with deficiency matrix, declaration, memorandum, and proposed order. Covers interrogatories, RFPs, RFAs, depositions, and ESI disputes under federal FRCP and state analogs. Includes Rule 37(a)(5) sanctions strategy and meet-and-confer certification. Use when drafting a motion to compel, addressing boilerplate objections, seeking discovery sanctions, or preparing discovery dispute briefing.