Product & Planning

hybridlabor-api Skill

Survey one surface of tdmcp (artist controls, library/packaging, CLI/DX, AI/LLM, or TouchDesigner depth) for candidate NEW features — inventory what exists, cross-check the roadmap, apply the gap-finding lenses, vet each idea, and emit a structured, novelty- and confidence-labelled candidate list to _workspace/discovery/. Use when a td-surveyor agent is scouting a surface during the feature-discovery harness.

hybridlabor-api Skill

Build a tdmcp TouchDesigner-bridge vertical slice the house way — promote an op from /api/exec to a first-class REST endpoint (e.g. POST /api/connect, GET /api/logs, node_detail flags), add its typed method in src/td-client/touchDesignerClient.ts, its Zod envelope in src/td-client/validators.ts, rewire the tool(s) to prefer the endpoint with an exec fallback, and write py_compile + td/tests unittest + offline msw client tests. Use when adding/changing a bridge REST endpoint, editing td/, extending node_detail/get_bridge_logs, promoting connect/disconnect/param-modes/DAT-text off exec, or doing any exec→REST work — especially the td-depth bridge-robustness backlog. Honors probe-live discipline when TouchDesigner is offline.

hybridlabor-api Skill

Drive a whole tdmcp feature BACKLOG to completion as resumable, wave-by-wave releases — the campaign layer ABOVE tdmcp-pipeline/tdmcp-feature-lead. Use whenever the user wants to implement an ENTIRE backlog or discovery file (e.g. _workspace/discovery*/FEATURE_BACKLOG*.md), 'all the features', many features across multiple releases, or a long autonomous build campaign, AND for every follow-up: continue/resume the campaign, run the next wave, re-run a failed wave, fold in QA results, or check campaign status. Backed by a ledger.json so re-running is idempotent (skips shipped work, resumes interrupted work) and resilient (retry-once then quarantine-and-continue). For a SINGLE feature or one small batch, use tdmcp-pipeline instead; this skill is for the whole ledger.

hybridlabor-api Skill

Study a merged or shipped tdmcp implementation and extract reusable learnings: code improvements, runtime/UX lessons, test gaps, docs updates, roadmap items, and harness changes. Use when the user asks to learn from a completed feature/project/PR/build, analyze what can be improved from an implementation, or turn a real installation experience into actionable tdmcp improvements. This is a post-implementation learning harness; it does not replace tdmcp-pipeline for building or tdmcp-quality-audit for broad repo audits.

iamseungpil Bundle

Access AlphaFold 200M+ AI-predicted protein structures. Retrieve structures by UniProt ID, download PDB/mmCIF files, analyze confidence metrics (pLDDT, PAE), for drug discovery and structural biology.

websoft9 Bundle

Strategic business analyst and product discovery partner for WDS. Use when the user asks to talk to Saga or requests the WDS analyst.

websoft9 Bundle

Implementation agent. Owns the tech audit, the PRD, and the build. Reads Freya's Work Orders and turns them into working code — one verified task at a time.

45ck Skill

stakeholder-comms-planner

metagit-ai Bundle

Use when generating or refining local .metagit.yml files using deterministic discovery plus MCP sampling or CLI-only fallbacks.

metagit-ai Skill

Refresh or bootstrap `.metagit.yml` using deterministic discovery and validation flows. Use when configuration is missing, stale, or incomplete for workspace operations.

rebyteai Skill

Turning a described need (several constraints, a gift, a choice between candidates already in view, a search that came back empty or sold out) into a shortlist and a pick. Not needed when one search for the thing the customer named answers the request, or when the customer wants to learn what matters in a category first (purchase-research).

equinor Bundle

Use Fusion DevTools CLI (fdev) for API testing, token acquisition, service discovery, and person lookup during development. USE FOR: calling Fusion REST APIs, getting access tokens as JSON, discovering services and environments, resolving persons, PIM role activation. DO NOT USE FOR: modifying backend service code, deploying services, infrastructure changes, CI/CD pipeline configuration, or Service Bus operations.

equinor Bundle

Guides seeding deterministic Fusion Framework module state in tests — mockFramework, mockAppModules, and module-owned enableXMock helpers (msal, service-discovery, context, bookmark, feature-flag, analytics, telemetry, http, app) — while keeping each module's real configurator, provider, validation, and lifecycle. USE FOR: signing in a mock user, seeding context/bookmarks/feature-flags, faking HTTP/OpenAPI responses, choosing a mock boundary, adding a mock for a custom module. DO NOT USE FOR: configuring vitest.config.ts, rendering React components/hooks, or Vitest Browser Mode setup (use fusion-framework-testing); dev-server-time API mocking/proxying in dev-server.config.ts (use fusion-developer-app); backend/service-repo mocking.

stefanomartiradonna Bundle

Expert PRD (Product Requirements Document) writer for the AI era. Use when users want to create PRDs, spec documents, product specifications, feature specs, or technical requirements documents. Also use when users ask to review/improve existing PRDs, want PRD templates, need guidance on product documentation, or mention writing product specs. Handles both traditional and AI-specific product features with emphasis on decision-making over documentation.

stefanomartiradonna Bundle

Prepara demo call B2B SaaS con la Golden Structure a 10 step di Alex Estner (Intro → Time Check → Agenda → Discovery → Buy-in Summary → High-level Product Framing → Tailored Demo → Pricing → Recap → Next Steps) e la discovery SPICED. Output: un call kit completo in markdown — struttura adattata al prodotto, script con frasi pronte, domande SPICED calibrate sul workflow del buyer, buy-in summary template, demo loop per ogni pain, closing con opzioni di next step. Use when preparing or improving a live sales demo call, designing demo scripts, doing demo discovery, or reviewing why demos don't convert. MANDATORY TRIGGERS: prepara la demo per, demo call, sales demo, struttura della demo, come imposto la demo, script demo, SPICED, demo estner, demo review, la demo non converte, tailored demo, buy-in summary. NOT for: sales deck narrativi da presentare/inviare (use sales-deck-creator), positioning (use positioning-framework-estner or b2b-positioning-diagnostic), sequenze outbound (use signal-to-sequence), investor

stefanomartiradonna Bundle

Expert system di strategia aziendale e business che agisce come sparring partner. Usa quando l'utente dice "analizziamo questa azienda", "valuta questa strategia", "devo costruire una strategia per", "analisi strategica di", "che ne pensi di questa strategia", "dove dovremmo giocare", "reverse engineering della strategia", "strategia per", "analizza il business di". Non usare per positioning di prodotto (usa b2b-positioning-diagnostic), campaign brief (usa demand-gen-campaign-brief), o PRD (usa prd-writer).

viewway Bundle

Build a complete, production-ready full-stack web application from PRD documents, prototype images, and resource files. Handles the entire pipeline: system design, database schema, seed data, backend API, frontend UI, visual verification against prototypes, and deployment script generation. Use this skill whenever the user: - Provides a PRD (product requirement document) and wants a working app built - Says things like "根据PRD开发", "build from PRD", "implement this product", "把需求文档做成应用", "develop this app from requirements" - Has prototype images + requirements and wants full-stack implementation - Wants to turn product specifications into a running web application - Mentions building an app from wireframes/mockups combined with a requirements doc Trigger this skill even if the user just says "帮我开发" or "build this" with PRD materials present in the working directory.

signalpilot-labs Skill

BLOCKING REQUIREMENT: If the user's message mentions dbt, SQL, database, or data pipeline - invoke this skill as your FIRST tool call, BEFORE Read, Glob, Grep, Bash, or Agent. Covers: SignalPilot MCP tools, available skills, and the governed workflow for dbt projects, SQL queries, schema discovery, and database access.

signalpilot-labs Bundle

Load FIRST before any dbt project work. Covers the full 8-step dbt workflow: project scanning, skill loading, validation, macro discovery, research, technical spec, SQL writing, and verification. Also covers output shape inference, incremental model handling, and what to trust in YML.

u9401066 Skill

Orchestrate pre-commit workflow including Memory Bank sync, README/CHANGELOG/ROADMAP updates. Triggers: GIT, gc, push, commit, 提交, 準備 commit, 要提交了, git commit, pre-commit, 推送.

u9401066 Skill

Auto-update ROADMAP.md status based on completed features. Triggers: RM, roadmap, 路線, 規劃, 完成功能, milestone, 里程碑.

akarachen Bundle

Sets up an `## Agent skills` block in AGENTS.md/CLAUDE.md and `docs/agents/` so the engineering skills know this repo's issue tracker (GitHub or local markdown), triage label vocabulary, and domain doc layout. Run before first use of `to-issues`, `to-prd`, `triage`, `diagnose`, `tdd`, `improve-codebase-architecture`, or `zoom-out` — or if those skills appear to be missing context about the issue tracker, triage labels, or domain docs.

dlt-hub Bundle

Safely manage dlthub secrets in *.secrets.toml. Use when the user directly asks to set up, configure, or inspect credentials (API keys, database passwords, tokens). Also use when writing Python code that needs to read secrets via dlt.secrets without exposing values. Do NOT use for pipeline creation, source discovery, or debugging pipeline execution — those skills call setup-secrets when they need credentials configured.

axisrobo Skill

Generate a prioritized improvement plan for an architecture. Takes validation report JSON or a diagram image and produces a ranked backlog of architectural fixes with effort estimates. Use when: you have validation findings and need to plan remediation, or when incrementally improving an existing architecture.

calesthio Bundle

Install and wire registry blocks and components into HyperFrames compositions. Use when running hyperframes add, installing a block or component, wiring an installed item into index.html, or working with hyperframes.json. Covers the add command, install locations, block sub-composition wiring, component snippet merging, registry discovery, and authoring a new block or component to contribute upstream (idea → scaffold → validate → PR).

tfcbot Skill

Research Instagram and TikTok references through Vidjutsu's tenant-scoped scrape and Watch endpoints, using an external discovery API only for keyword or hashtag searches that Vidjutsu does not provide.

haifai-ai Skill

Exercise project skill discovery and loading in snapshot tests.

equinor Bundle

Creates or modernizes repository skills with clear activation cues, purposeful support files, and practical review loops. USE FOR: creating a new skill, tightening an existing skill, improving discovery wording, and structuring references/assets/optional helper agents when they genuinely add value. DO NOT USE FOR: product-code changes, routine copy edits outside skills/, or documentation that should not become an installable skill.

equinor Bundle

Guides integrations across Fusion Core service APIs from a single installable skill. USE FOR: service discovery across apps, people, context, roles, notifications, reports, tasks, and other Fusion Core APIs; cross-service integration planning; choosing the right endpoint/model guidance for a workflow. DO NOT USE FOR: modifying Fusion backend source code, non-Fusion APIs, or generic cloud architecture work without a Fusion service integration target.

majesteitbart Bundle

Define and approve a measurable outcome and Spec. Use when a new delivery request has unclear scope, missing outcome, or missing owner.

martinffx Skill

Conversational design workshop for substantial work. Interviews the human one question at a time, explores 2-3 approaches with trade-offs, and presents the design section by section for approval before writing only design.md, then stops. Combines requirements discovery with codebase research and architecture design. Use when the user explicitly requests a spec or when atelier-orchestrator selects a Spec-backed Plan. Ambiguous design or discovery requests route through atelier-orchestrator.

microsoft Bundle

WorkIQ - Microsoft 365 tool surface for agents. Use for any workplace question or write action where data lives in M365. Supports semantic `ask` plus tools (`fetch`, create/update/delete, actions, functions, fetch_blob, path/schema discovery) for mail, meetings/calendar, documents/files, Teams chats/channels, OneDrive/SharePoint, and people. Read triggers, "what did [person] say", priorities/top of mind, meeting decisions/action items, summarize thread/chat, find emails/docs, list meetings/messages/files/channels, project status/updates, "what changed since", download file content. Write triggers, send/reply/forward email, create/update/accept/decline meetings, mark read, delete drafts/items, send/post/reply/react in Teams, set presence. Discovery triggers, available endpoints/paths, fields, request body, schema/data model. Prefer `ask` for synthesis; use entity tools for exact reads/writes.

microsoft Skill

Analyze your email patterns over a time period — volume trends, top senders, response time estimates, busiest days, and unread backlog statistics.

microsoft Skill

Search for tasks across all your Planner plans by keyword, assignee, status, or priority — unified cross‑plan task discovery in one view.

ntaksh42 Bundle

Azure DevOps operations via Azure CLI. Use for Work Item management (create, update, query, link), Pull Request operations (create, review, vote, merge), Pipeline management (run, monitor, logs), and repository operations. Triggers on: Azure DevOps, work item, PR, pipeline, sprint, backlog, boards, repos, WIQL queries.

maxanatsko Bundle

Use when the user asks for a model audit, model quality review, scorecard, bad-practices or best-practices assessment, or a review of star-schema fit, relationships, DAX maintainability, VertiPaq/storage risk, metadata hygiene, governance signals, or validation gaps in a Power BI semantic model. For diagnosing one slow query, use mcp-engine-dax-performance; for Copilot or natural-language readiness, use mcp-engine-ai-readiness; to execute the remediation backlog, use mcp-engine-refactoring.