Product & Planning

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Automates Microsoft Word via JXA with AppleScript dictionary discovery. Use when asked to "automate Word documents", "find and replace in Word", "JXA Word scripting", or "create Word documents programmatically". Covers documents, ranges, find/replace, tables, export, and ObjC bridge patterns.

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Repo-specific guidance for maintaining the Marstek integration (UDP Open API, polling, discovery/scanner) in a Home Assistant-friendly way Use when this capability is needed.

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Sync Claude Code skills (plugins + personal) to Codex CLI by copying folders. Creates ~/bin/list-skills enumerator for skill discovery. Run after installing new Claude plugins. Use when this capability is needed.

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Task Observer — Continuous Skill Discovery & Improvement

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Automates Apple Keynote using JXA with AppleScript dictionary discovery. Use when asked to "create Keynote presentations", "automate slide decks", "JXA Keynote scripting", or "generate presentations programmatically". Covers document lifecycle, slides, text, shapes, images, tables, charts, transitions, and UI scripting fallback.

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Automates Apple Numbers via JXA with AppleScript dictionary discovery. Use when asked to "automate Numbers spreadsheets", "create spreadsheets programmatically", "JXA Numbers scripting", or "bulk data operations in Numbers". Focuses on sheets, tables, ranges, batch I/O, clipboard shim, and high-performance data workflows.

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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). Use when this capability is needed.

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Roadmap Generator

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Select and validate pricing model for PRD v0.3 Commercial Model. Triggers on requests to set pricing, choose monetization model, design pricing tiers, validate willingness to pay, or when user asks "how much should we charge?", "what pricing model?", "freemium vs paid?", "how to structure tiers?", "price point?". Consumes Competitive Landscape (CFD-) and Product Type (BR-) from v0.2. Outputs BR- entries for pricing rules, tier boundaries, and competitive positioning. Use when this capability is needed.

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Define test cases BEFORE implementation, ensuring every API, business rule, and user journey has verifiable acceptance criteria during PRD v0.7 Build Execution. Triggers on requests to define tests, plan test coverage, create test cases, or when user asks "define tests", "test planning", "what to test?", "test cases", "test coverage", "TEST-", "test-first". Consumes EPIC- (scope), API-, DBT-, BR-, UJ-. Outputs TEST- entries with Given-When-Then format. Feeds v0.7 Implementation Loop. Use when this capability is needed.

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User Value Articulation Skill

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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. Use when this capability is needed.

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SDLC Hardening Implementation Roadmap

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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. Use when this capability is needed.

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Integrate the Agentforce Mobile SDK into an existing React Native app. Walks the consumer through use-case discovery, picks the right configuration (Service Agent for public/customer-facing, Employee Agent for signed-in workforce), wires the `react-native-agentforce` bridge package + native iOS/Android dependencies, and scaffolds TypeScript files for the AgentforceService configuration, logger/navigation/view-provider delegates, and a launch button. Use when a developer asks to "add Agentforce", "integrate the Agentforce SDK", "set up Agentforce chat", or wire a React Native app up to a Salesforce agent. Use when this capability is needed.

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Minimal smoke test for product API discovery skill. Validate product pull, merge, and one metadata fetch. Use when this capability is needed.

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Determine technologies needed to build the product, making build/buy/integrate decisions during PRD v0.5 Red Team Review. Handles both greenfield and brownfield contexts. Triggers on requests to select tech stack, evaluate technologies, make build vs. buy decisions, discover existing assets, or when user asks "what technologies?", "select tech stack", "build or buy?", "what do we reuse?", "existing stack", "technical decisions", "what tools do we need?", "evaluate solutions". Consumes FEA- (features), SCR- (screens), RISK- (constraints). Outputs TECH- entries with decisions, rationale, and trade-offs. Feeds v0.6 Architecture Design. Use when this capability is needed.

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Author new experiment scripts that are compatible with the lab system's auto-discovery. Use when the user asks to create a new experiment type, add a custom measurement, or write a Python script that should be discoverable via the `lab` and `run_experiment` tools. Covers required function signatures, type hints, docstrings, and return formats. Use when this capability is needed.

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Classify product approach into one of six types (Clone, Unbundle, Undercut, Slice, Wrapper, Innovation) based on competitive landscape. Triggers on PRD v0.2 work after competitive analysis, or when user asks "what type of product should we build?", "should we clone or innovate?", "is this a fast-follow opportunity?", "how should we position against competitors?", "clone vs undercut", "unbundle vs slice", or requests help choosing product strategy. Outputs BR- entries for product type classification and inherited GTM constraints. Use when this capability is needed.

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Create the full set of per-phase implementation plan files in the `openspec/plans/` folder from an approved Business Central technical spec, following the PLAN-PHASE template structure. For each phase listed in the spec's §8 Phase Overview, generates one `SPEC-NNN-phase-<N>-<phase-name>.plan.md` file with frontmatter (id, title, version, spec, user_story, ccn, phase, status, estimated_hours, branch, depends_on, related_docs, assignee, created_date, approved_date), and the mandatory body sections (References, Goal, Branch, Tasks as checkbox list each citing the AC it satisfies, Exit criteria, Out of scope for this phase, Notes for the AL Developer, Dependencies linking prerequisite phases and downstream consumers, Testing notes). All phases are generated in a single invocation so the developer has the full execution backlog after spec approval. Use whenever the user asks to create, draft, generate, or write phase plans, implementation plans, phase breakdown, plan files, task plans, or a development backlog for

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Create well-structured Business Central user stories in the `openspec/user-stories/` folder following the US-001 template structure. Drives a grouped interview to capture role, business context, pain points, current standard BC behavior (verified via Microsoft Learn), acceptance criteria, out-of-scope items, and open questions, then writes the file as `US-NNN-kebab-title.userstory.md` with frontmatter (id, title, Version, status, module, ProductOwner, created_date, approved_date) and a draft status. Use whenever the user requests to create, draft, write, generate, or add a new user story, US, business requirement, functional story, or anything matching phrases like "new user story", "create US", "draft a user story for [feature]", "add a user story to openspec", or when starting requirements discovery for a Business Central feature. Use when this capability is needed.

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Document development environment requirements for team consistency and AI agent understanding during PRD v0.6 Architecture. Triggers on requests to define environment setup, document tooling, create dev setup guide, or when user asks "what tools do I need?", "environment setup", "dev environment", "CLI requirements", "project setup", "onboarding setup". Consumes TECH- (stack selections), ARC- (architecture decisions). Outputs ENV- entries for development, CI/CD, and infrastructure environments. Feeds v0.7 Build Execution. Use when this capability is needed.

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CLI-only playbook for tags and flashcards with `siyuan-sisyphus`. Use for inline tag creation, listing and renaming tags, deck discovery, card creation, due/new card review, and safe card or tag removal. Use when this capability is needed.

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Okr Tracker Creator

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Normalize raw innovation ideas into structured backlog entries for the CustomGPT.ai Labs Innovation workbook, using consistent Why/How/What, success metrics, and ownership fields. Use when this capability is needed.

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Automates Microsoft PowerPoint via JXA with AppleScript dictionary discovery. Use when asked to "automate PowerPoint presentations", "create slides programmatically", "JXA PowerPoint scripting", or "export PowerPoint to PDF". Covers presentations, slides, shapes, text, tables, export enums, and interop with Excel.

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Style guides and implementation rules for frontend design. Works with design-discovery agent which handles context gathering and VS-based style recommendations. Contains detailed style guides, anti-patterns, and implementation checklists. Use when this capability is needed.

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Commit convention linting and changelog automation following the Kano commit format. Use when this capability is needed.

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Automatically activated when user mentions sprint planning, backlog refinement, iteration planning, sprint goals, capacity planning, velocity tracking, or asks to plan/start/close a sprint. Provides comprehensive sprint planning expertise using agile best practices. Use when this capability is needed.

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Generate Playwright E2E test step definitions from Cucumber feature files. Use when user provides a .feature file and wants to implement step definitions, create Page Object classes, or generate test code. Triggers include requests to implement steps, generate E2E tests from Gherkin scenarios, create POM classes for pages, or convert feature files to Playwright tests. Supports interactive selector discovery via Playwright MCP tools or manual user input. Use when this capability is needed.

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Use this skill when the user asks to "add a new MCP server behind nginx", "wire an MCP into the mcp.<domain> vhost", "expose an MCP container with gatekeeper auth", or otherwise needs to put a Streamable-HTTP MCP server (FastMCP or low-level SDK) behind nginx with ByteForge Gatekeeper auth (`auth_request /auth`). Emits a shared `conf.d/snippets/mcp-location.conf` (proxy/auth/streaming headers all in one place) and either a single new `location /mcp-<name>` block (brownfield) or the full umbrella vhost from scratch (greenfield). Includes the `.well-known` OAuth-discovery bypass that forces MCP clients like Claude Code to fall back to bearer-token auth, the `/mcp-<name>` → `/mcp` rewrite trio that makes path-prefix routing survive Streamable-HTTP's absolute upstream endpoint, and the buffering/timeout settings that keep streaming connections alive.

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Reference for Kubernetes Service types, networking, discovery, and troubleshooting. Use when this capability is needed.

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Automates Google Chrome and Chromium-based browsers via JXA with AppleScript dictionary discovery. Use when asked to "automate Chrome tabs", "control browser with JXA", "Chrome AppleScript automation", "Chromium browser scripting", or "browser tab management". Covers windows, tabs, execute(), tunneling patterns, and permissions.

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Define measurable success metrics (KPIs) tied to product type during PRD v0.3 Commercial Model. Triggers on requests to define success metrics, set KPI targets, determine what to measure, establish go/no-go thresholds, or when user asks "how do we measure success?", "what metrics matter?", "what's our target?", "how do we know if this works?", "define KPIs", "success criteria". Consumes Product Type Classification (BR-) from v0.2. Outputs KPI- entries with thresholds, evidence sources, and downstream gate linkages. Use when this capability is needed.

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Launch Metrics