
Verify an external or AI-generated security report against the actual codebase before acting on it. Use when handed a scanner PDF, automated teardown, audit report, or bug-bounty submission — classifies every finding CONFIRMED / OVERSTATED / FALSE-POSITIVE / FABRICATED and salvages the real work items.
Verify an external or AI-generated security report against the actual codebase before acting on it. Use when handed a scanner PDF, automated teardown, audit report, or bug-bounty submission — classifies every finding CONFIRMED / OVERSTATED / FALSE-POSITIVE / FABRICATED and salvages the real work items.
Verify an external or AI-generated security report against the actual codebase before acting on it. Use when handed a scanner PDF, automated teardown, audit report, or bug-bounty submission — classifies every finding CONFIRMED / OVERSTATED / FALSE-POSITIVE / FABRICATED and salvages the real work items.
Implements concise, streamlined Rust code matching exact architect specifications. Use when writing Rust code, creating modules, or when the user asks to implement features in Rust.
Writes tests following TDD (using cargo test, proptest, and insta) best practices. Use when writing unit tests, integration tests, or property-based tests in Rust.
Provides concise, focused code reviews matching exact task complexity requirements. Use when reviewing code quality, security, or when the user asks for code review.
Scan project dependencies for vulnerabilities, license issues, and supply chain risks. Use when auditing third-party packages or before releases.
Writes tests following TDD Red-Green-Refactor cycle. Language-agnostic methodology with Arrange-Act-Assert structure. Use when implementing features test-first.
Writes tests following TDD Red-Green-Refactor cycle. Language-agnostic methodology with Arrange-Act-Assert structure. Use when implementing features test-first.
Detect gaps and contradictions across all prior phases; surface cross-phase tensions, unresolved assumptions, and sales/investor objections. Run after `developing-gtm-strategy` (Phase 4).
Detect gaps and contradictions across all prior phases; surface cross-phase tensions, unresolved assumptions, and sales/investor objections. Run after `developing-gtm-strategy` (Phase 4).
Analyzes C++ desktop codebase architecture, dependency graphs, framework detection, and migration assessment. Use when exploring an unfamiliar C++ project or assessing upgrade paths.
Analyzes C++ desktop codebase architecture, dependency graphs, framework detection, and migration assessment. Use when exploring an unfamiliar C++ project or assessing upgrade paths.
Assess a source project's technical capabilities. Reads `config/sources.md` and produces a structured capability profile. Use to start the GTM pipeline or evaluate technical differentiators (Phase 0).
Runs KiCad DRC/ERC checks, exports gerbers and BOM, and generates a structured findings report. Use when reviewing PCB designs, running design rule checks, or preparing manufacturing outputs.
Runs KiCad DRC/ERC checks, exports gerbers and BOM, and generates a structured findings report. Use when reviewing PCB designs, running design rule checks, or preparing manufacturing outputs.
Audits website usability for UX optimization, covering forms, navigation, validation, and microcopy. Use when reviewing user experience, task completion flows, or interface friction points.
Audits website usability for UX optimization, covering forms, navigation, validation, and microcopy. Use when reviewing user experience, task completion flows, or interface friction points.
Audits website usability for UX optimization, covering forms, navigation, validation, and microcopy. Use when reviewing user experience, task completion flows, or interface friction points.
Generate commit message for staged changes, pause for approval, then commit. Stage files first with `git add`, then run this skill.
Generate commit message for staged changes, pause for approval, then commit. Stage files first with `git add`, then run this skill.
Generate commit message for staged changes, pause for approval, then commit. Stage files first with `git add`, then run this skill.
Compacts verbose context into structured summary. Use after pollution sources (searches, logs, JSON) or at phase milestones.
Compacts verbose context into structured summary. Use after pollution sources (searches, logs, JSON) or at phase milestones.
Creates GitHub Actions for the Marketplace. Use when scaffolding a new action, implementing composite steps, writing BATS tests, or preparing a Marketplace release.
Scaffold or review Makefiles following org conventions. Use when creating a new Makefile, auditing an existing one, or adding recipes to a project. Auto-detects project type from the working directory.
Scaffold or review Makefiles following org conventions. Use when creating a new Makefile, auditing an existing one, or adding recipes to a project. Auto-detects project type from the working directory.
Create a pull request from the current branch. Analyzes commits, generates title+body from PR template, pauses for approval, then pushes and creates PR. Use after committing changes.
Create a pull request from the current branch. Analyzes commits, generates title+body from PR template, pauses for approval, then pushes and creates PR. Use after committing changes.
Designs concise, streamlined backend systems matching exact task requirements. Use when planning APIs, data models, system architecture, or when the user requests backend design work.
Design evaluation plugins following 12-Factor + MAESTRO principles
Detect hardcoded secrets, API keys, tokens, and credentials in code and git history. Use when auditing for leaked secrets or before publishing code.
Detect hardcoded secrets, API keys, tokens, and credentials in code and git history. Use when auditing for leaked secrets or before publishing code.
Develop customer segmentation, channel selection, and a 90-day launch plan from Phase 2 PMF assessment. Run after `validating-product-market-fit` (Phase 3).
--- name: distilling-plan-learnings description: Extracts decisions, rejected alternatives, and patterns from recent plans into a persistent learnings document. Use after completing a plan or sprint. compatibility: Designed for Claude Code metadata: allowed-tools: Read, Grep, Glob, Edit, Write argument-hint: [time-range] [output-path] context: fork stability: development --- # Plan-to-Learnings Distiller **Target**: $ARGUMENTS Extracts structured learnings from Claude Code plan files.
--- name: distilling-plan-learnings description: Extracts decisions, rejected alternatives, and patterns from recent plans into a persistent learnings document. Use after completing a plan or sprint. compatibility: Designed for Claude Code metadata: allowed-tools: Read, Grep, Glob, Edit, Write argument-hint: [time-range] [output-path] context: fork stability: development --- # Plan-to-Learnings Distiller **Target**: $ARGUMENTS Extracts structured learnings from Claude Code plan files.
Build UserStory.md interactively via Q&A. Use when the user wants to create a user story document or start the assisted workflow.
Generates prd.json task tracking file from PRD.md requirements document. Use when initializing Ralph loop or when the user asks to convert PRD to JSON format for autonomous execution.
Generates prd.json task tracking file from PRD.md requirements document. Use when initializing Ralph loop or when the user asks to convert PRD to JSON format for autonomous execution.
Converts UserStory.md into a structured PRD.md document. Use after generating UserStory.md and before initializing the Ralph loop.
Converts UserStory.md into a structured PRD.md document. Use after generating UserStory.md and before initializing the Ralph loop.
Converts UserStory.md into a structured PRD.md document. Use after generating UserStory.md and before initializing the Ralph loop.
--- name: generating-report description: Generates structured reports including status updates, assessments, post-mortems, and executive summaries. Use when writing a report, creating a project status update, or documenting an incident post-mortem. compatibility: Designed for Claude Code metadata: allowed-tools: Read, Write, Glob, Grep, WebSearch, WebFetch argument-hint: [report-type] [topic] stability: stable content-hash: sha256:ed0c11638e37e07dcd465265198d17598dbfc1e9fd6c0d764cc288017
--- name: generating-report description: Generates structured reports including status updates, assessments, post-mortems, and executive summaries. Use when writing a report, creating a project status update, or documenting an incident post-mortem. compatibility: Designed for Claude Code metadata: allowed-tools: Read, Write, Glob, Grep, WebSearch, WebFetch argument-hint: [report-type] [topic] stability: stable content-hash: sha256:ed0c11638e37e07dcd465265198d17598dbfc1e9fd6c0d764cc288017
--- name: generating-report description: Generates structured reports including status updates, assessments, post-mortems, and executive summaries. Use when writing a report, creating a project status update, or documenting an incident post-mortem. compatibility: Designed for Claude Code metadata: allowed-tools: Read, Write, Glob, Grep, WebSearch, WebFetch argument-hint: [report-type] [topic] stability: stable content-hash: sha256:ed0c11638e37e07dcd465265198d17598dbfc1e9fd6c0d764cc288017
Generate an investor or stakeholder presentation from Phase 5 synthesis; produces a structured slide outline with headlines, talking points, and data citations. Run after `synthesizing-research` (Phase 6).
Generate an investor or stakeholder presentation from Phase 5 synthesis; produces a structured slide outline with headlines, talking points, and data citations. Run after `synthesizing-research` (Phase 6).
--- name: generating-tech-spec description: Generates structured technical specifications including ADR (MADR), RFC, design documents, and proposals. Use when writing a spec, creating an ADR, drafting an RFC, or creating a design document. compatibility: Designed for Claude Code metadata: allowed-tools: Read, Write, Glob, Grep, WebSearch, WebFetch argument-hint: [spec-type] [topic] stability: stable content-hash: sha256:71c2abb97fa7b7e910c41f19caed62a94b59b49f66730b5aff2e8ef6ebc8a4ee l
--- name: generating-tech-spec description: Generates structured technical specifications including ADR (MADR), RFC, design documents, and proposals. Use when writing a spec, creating an ADR, drafting an RFC, or creating a design document. compatibility: Designed for Claude Code metadata: allowed-tools: Read, Write, Glob, Grep, WebSearch, WebFetch argument-hint: [spec-type] [topic] stability: stable content-hash: sha256:71c2abb97fa7b7e910c41f19caed62a94b59b49f66730b5aff2e8ef6ebc8a4ee l
--- name: generating-writeup description: Generates academic/technical writeups with IEEE citations and pandoc PDF output. Use when creating research papers, technical reports, or documentation with references. compatibility: Designed for Claude Code metadata: allowed-tools: Read, Write, Edit, Bash, Glob, Grep, WebSearch, WebFetch argument-hint: [topic] [template] [citation-style] stability: stable content-hash: sha256:9e500bc5e5b4c840c55fdb360e80ad198953af3b1be65784df0f00ae22cbf5ad la
Generate structured session handoff notes for cross-session continuity. Use at end of session or when switching context.
Generate structured session handoff notes for cross-session continuity. Use at end of session or when switching context.
Generate structured session handoff notes for cross-session continuity. Use at end of session or when switching context.
Audit and tighten codebase quality gates — architecture, lint, types, tests, docs, code review. Use when onboarding a project, before a release, or when validation is too permissive.
Implements document indexing with heading-boundary chunking, embedding, FAISS vector store, and PageIndex-style hybrid retrieval. Use when building RAG pipelines, document search, or memory layers.
Implements document indexing with heading-boundary chunking, embedding, FAISS vector store, and PageIndex-style hybrid retrieval. Use when building RAG pipelines, document search, or memory layers.
Implements ESP-IDF or PlatformIO firmware with mandatory requirement docstring tags and MISRA-C linting. Use when writing embedded C code, implementing firmware features, or adding requirement-traced functions.
Implements ESP-IDF or PlatformIO firmware with mandatory requirement docstring tags and MISRA-C linting. Use when writing embedded C code, implementing firmware features, or adding requirement-traced functions.
Implements ESP-IDF or PlatformIO firmware with mandatory requirement docstring tags and MISRA-C linting. Use when writing embedded C code, implementing firmware features, or adding requirement-traced functions.
Implements concise, streamlined Go code matching exact architect specifications. Use when writing Go code, creating packages, or when the user asks to implement features in Go.
Implements concise, streamlined Rust code matching exact architect specifications. Use when writing Rust code, creating modules, or when the user asks to implement features in Rust.
Implements concise, streamlined TypeScript/React code matching exact architect specifications. Use when writing TypeScript code, creating modules, or when the user asks to implement features in TypeScript/React.
Maintains AGENTS.md, AGENT_LEARNINGS.md, AGENT_REQUESTS.md, and CONTRIBUTING.md governance files in sync with codebase changes. Use when updating governance files, during sprint reviews, or after structural changes.
Maintains AGENTS.md, AGENT_LEARNINGS.md, AGENT_REQUESTS.md, and CONTRIBUTING.md governance files in sync with codebase changes. Use when updating governance files, during sprint reviews, or after structural changes.
Maintains AGENTS.md, AGENT_LEARNINGS.md, AGENT_REQUESTS.md, and CONTRIBUTING.md governance files in sync with codebase changes. Use when updating governance files, during sprint reviews, or after structural changes.
--- name: mining-session-patterns description: Extract actionable patterns from Claude Code session JSONL files. Surfaces error→fix sequences, tool failure rates, and cost-per-story signals for compound learning. compatibility: Designed for Claude Code metadata: allowed-tools: Read, Glob, Grep, Write argument-hint: [time-range] [output-path] context: fork stability: development --- # Session Pattern Mining **Target**: $ARGUMENTS Mines Claude Code session transcripts for recurring patt
--- name: mining-session-patterns description: Extract actionable patterns from Claude Code session JSONL files. Surfaces error→fix sequences, tool failure rates, and cost-per-story signals for compound learning. compatibility: Designed for Claude Code metadata: allowed-tools: Read, Glob, Grep, Write argument-hint: [time-range] [output-path] context: fork stability: development --- # Session Pattern Mining **Target**: $ARGUMENTS Mines Claude Code session transcripts for recurring patt
--- name: mining-session-patterns description: Extract actionable patterns from Claude Code session JSONL files. Surfaces error→fix sequences, tool failure rates, and cost-per-story signals for compound learning. compatibility: Designed for Claude Code metadata: allowed-tools: Read, Glob, Grep, Write argument-hint: [time-range] [output-path] context: fork stability: development --- # Session Pattern Mining **Target**: $ARGUMENTS Mines Claude Code session transcripts for recurring patt
Fan out tasks to parallel background agents with independent context windows. Use when work can be split into independent units that benefit from isolated execution.
Fan out tasks to parallel background agents with independent context windows. Use when work can be split into independent units that benefit from isolated execution.
Fan out tasks to parallel background agents with independent context windows. Use when work can be split into independent units that benefit from isolated execution.
--- name: persisting-bigpicture-learnings description: Persist bigpicture synthesis as dated snapshots in a learnings hub. Maintains latest pointer + append-only archive for cross-session compound learning. compatibility: Designed for Claude Code metadata: allowed-tools: Read, Write, Glob argument-hint: [input-path] [hub-path] context: inline stability: development --- # Persist Bigpicture to Learnings Hub **Target**: $ARGUMENTS Persists the output of `/synthesizing-cc-bigpicture` as
--- name: persisting-bigpicture-learnings description: Persist bigpicture synthesis as dated snapshots in a learnings hub. Maintains latest pointer + append-only archive for cross-session compound learning. compatibility: Designed for Claude Code metadata: allowed-tools: Read, Write, Glob argument-hint: [input-path] [hub-path] context: inline stability: development --- # Persist Bigpicture to Learnings Hub **Target**: $ARGUMENTS Persists the output of `/synthesizing-cc-bigpicture` as
Investigates codebase before planning. Use before any non-trivial implementation task to gather context in isolation.
Map competitive intelligence and industry landscape; produce a competitor map and whitespace analysis. Run alongside `analyzing-source-project` at the start of the GTM pipeline (Phase 1A).
Integrate Phase 0 and Phase 1A outputs into TAM/SAM/SOM sizing, buyer personas, and market entry signals. Run after `analyzing-source-project` and `researching-industry-landscape` (Phase 1B).
Analyzes industry websites for design patterns, layout, typography, and content strategies using first-principles thinking. Use when researching website design, UI patterns, or competitive design analysis.
Analyzes industry websites for design patterns, layout, typography, and content strategies using first-principles thinking. Use when researching website design, UI patterns, or competitive design analysis.
Reviews C++ desktop code for memory safety, framework anti-patterns, build system issues, and thread safety. Use when reviewing C++ GUI code quality or when the user asks for code review.
Reviews C++ desktop code for memory safety, framework anti-patterns, build system issues, and thread safety. Use when reviewing C++ GUI code quality or when the user asks for code review.
Provides concise, focused Go code reviews matching exact task complexity requirements. Use when reviewing Go code quality, concurrency safety, or when the user asks for code review.
Provides concise, focused Rust code reviews matching exact task complexity requirements. Use when reviewing Rust code quality, safety, or when the user asks for code review.
Provides concise, focused TypeScript/React code reviews matching exact task complexity requirements. Use when reviewing TypeScript code quality, type safety, or when the user asks for code review.
Scan project dependencies for vulnerabilities, license issues, and supply chain risks. Use when auditing third-party packages or before releases.
Apply OWASP MAESTRO, MITRE ATLAS, NIST AI RMF, and ISO 42001/23894 security frameworks to MAS designs
Auto-generates a session summary on SessionEnd. Writes structured notes to ~/.claude/session-summaries/ for use by bigpicture synthesis.
Auto-generates a session summary on SessionEnd. Writes structured notes to ~/.claude/session-summaries/ for use by bigpicture synthesis.
Auto-generates a session summary on SessionEnd. Writes structured notes to ~/.claude/session-summaries/ for use by bigpicture synthesis.
--- name: synthesizing-cc-bigpicture description: Synthesizes a living big-picture meta-plan from Claude Code sessions, plans, tasks, and team communications. Use when orienting across projects, assessing reasoning modes, or creating a plan-to-plan overview. compatibility: Designed for Claude Code metadata: allowed-tools: Read, Grep, Glob argument-hint: [project-name] [time-range] [output-path] context: fork --- # Big-Picture Synthesis **Target**: $ARGUMENTS Synthesizes a **plan to plan
Synthesize all prior research into a unified GTM narrative. Run after `analyzing-contradictions` to prepare for slide deck generation (Phase 5).
Synthesize all prior research into a unified GTM narrative. Run after `analyzing-contradictions` to prepare for slide deck generation (Phase 5).
Writes tests following TDD (using go test, testify, and rapid) best practices. Use when writing unit tests, integration tests, or table-driven tests in Go.
Writes tests following TDD Red-Green-Refactor (pytest + Hypothesis). Tests behavior, not implementation. Use when writing unit tests, integration tests, or property tests.
Writes tests following TDD Red-Green-Refactor (pytest + Hypothesis). Tests behavior, not implementation. Use when writing unit tests, integration tests, or property tests.
Writes tests following TDD (using vitest and @testing-library/react) best practices. Use when writing unit tests, integration tests, or component tests in TypeScript.
Writes tests following TDD (using vitest and @testing-library/react) best practices. Use when writing unit tests, integration tests, or component tests in TypeScript.
Validates the SYS→PRD→SW requirement traceability chain by reconciling database entries with code docstring tags. Use when checking requirement coverage, finding orphaned code, or generating a coverage matrix.
Score product-market fit from Phase 1B market analysis; produce PMF score, evidence matrix, and risk register. Run after `researching-market` (Phase 2).
Map competitive intelligence and industry landscape; produce a competitor map and whitespace analysis. Run alongside `analyzing-source-project` at the start of the GTM pipeline (Phase 1A).
Integrate Phase 0 and Phase 1A outputs into TAM/SAM/SOM sizing, buyer personas, and market entry signals. Run after `analyzing-source-project` and `researching-industry-landscape` (Phase 1B).
Create a pull request from the current branch. Analyzes commits, generates title+body from PR template, pauses for approval, then pushes and creates PR. Use after committing changes.
Implements C++17 desktop GUI code with wxWidgets, GTK3, or Qt framework patterns and CMake build system. Use when writing C++ desktop application code, creating GUI components, or implementing framework-specific features.
Creates GitHub Actions for the Marketplace. Use when scaffolding a new action, implementing composite steps, writing BATS tests, or preparing a Marketplace release.
Scaffold or review Makefiles following org conventions. Use when creating a new Makefile, auditing an existing one, or adding recipes to a project. Auto-detects project type from the working directory.
Writes tests following TDD (using go test, testify, and rapid) best practices. Use when writing unit tests, integration tests, or table-driven tests in Go.
Provides concise, focused Go code reviews matching exact task complexity requirements. Use when reviewing Go code quality, concurrency safety, or when the user asks for code review.
Develop customer segmentation, channel selection, and a 90-day launch plan from Phase 2 PMF assessment. Run after `validating-product-market-fit` (Phase 3).
Writes tests following TDD (using cargo test, proptest, and insta) best practices. Use when writing unit tests, integration tests, or property-based tests in Rust.
Provides concise, focused Rust code reviews matching exact task complexity requirements. Use when reviewing Rust code quality, safety, or when the user asks for code review.
Implements concise, streamlined Rust code matching exact architect specifications. Use when writing Rust code, creating modules, or when the user asks to implement features in Rust.
Writes tests following TDD Red-Green-Refactor cycle. Language-agnostic methodology with Arrange-Act-Assert structure. Use when implementing features test-first.
Scan project dependencies for vulnerabilities, license issues, and supply chain risks. Use when auditing third-party packages or before releases.
Implements concise, streamlined TypeScript/React code matching exact architect specifications. Use when writing TypeScript code, creating modules, or when the user asks to implement features in TypeScript/React.
Implements C++17 desktop GUI code with wxWidgets, GTK3, or Qt framework patterns and CMake build system. Use when writing C++ desktop application code, creating GUI components, or implementing framework-specific features.
Provides concise, focused Rust code reviews matching exact task complexity requirements. Use when reviewing Rust code quality, safety, or when the user asks for code review.
Analyzes industry websites for design patterns, layout, typography, and content strategies using first-principles thinking. Use when researching website design, UI patterns, or competitive design analysis.
Writes tests following TDD (using cargo test, proptest, and insta) best practices. Use when writing unit tests, integration tests, or property-based tests in Rust.
Provides concise, focused Go code reviews matching exact task complexity requirements. Use when reviewing Go code quality, concurrency safety, or when the user asks for code review.
Validates the SYS→PRD→SW requirement traceability chain by reconciling database entries with code docstring tags. Use when checking requirement coverage, finding orphaned code, or generating a coverage matrix.
--- name: generating-tech-spec description: Generates structured technical specifications including ADR (MADR), RFC, design documents, and proposals. Use when writing a spec, creating an ADR, drafting an RFC, or creating a design document. compatibility: Designed for Claude Code metadata: allowed-tools: Read, Write, Glob, Grep, WebSearch, WebFetch argument-hint: [spec-type] [topic] stability: stable content-hash: sha256:71c2abb97fa7b7e910c41f19caed62a94b59b49f66730b5aff2e8ef6ebc8a4ee l
--- name: distilling-plan-learnings description: Extracts decisions, rejected alternatives, and patterns from recent plans into a persistent learnings document. Use after completing a plan or sprint. compatibility: Designed for Claude Code metadata: allowed-tools: Read, Grep, Glob, Edit, Write argument-hint: [time-range] [output-path] context: fork stability: development --- # Plan-to-Learnings Distiller **Target**: $ARGUMENTS Extracts structured learnings from Claude Code plan files.
Detect hardcoded secrets, API keys, tokens, and credentials in code and git history. Use when auditing for leaked secrets or before publishing code.
--- name: generating-writeup description: Generates academic/technical writeups with IEEE citations and pandoc PDF output. Use when creating research papers, technical reports, or documentation with references. compatibility: Designed for Claude Code metadata: allowed-tools: Read, Write, Edit, Bash, Glob, Grep, WebSearch, WebFetch argument-hint: [topic] [template] [citation-style] stability: stable content-hash: sha256:9e500bc5e5b4c840c55fdb360e80ad198953af3b1be65784df0f00ae22cbf5ad la
Reviews C++ desktop code for memory safety, framework anti-patterns, build system issues, and thread safety. Use when reviewing C++ GUI code quality or when the user asks for code review.
--- name: synthesizing-cc-bigpicture description: Synthesizes a living big-picture meta-plan from Claude Code sessions, plans, tasks, and team communications. Use when orienting across projects, assessing reasoning modes, or creating a plan-to-plan overview. compatibility: Designed for Claude Code metadata: allowed-tools: Read, Grep, Glob argument-hint: [project-name] [time-range] [output-path] context: fork --- # Big-Picture Synthesis **Target**: $ARGUMENTS Synthesizes a **plan to plan
--- name: persisting-bigpicture-learnings description: Persist bigpicture synthesis as dated snapshots in a learnings hub. Maintains latest pointer + append-only archive for cross-session compound learning. compatibility: Designed for Claude Code metadata: allowed-tools: Read, Write, Glob argument-hint: [input-path] [hub-path] context: inline stability: development --- # Persist Bigpicture to Learnings Hub **Target**: $ARGUMENTS Persists the output of `/synthesizing-cc-bigpicture` as
Designs concise, streamlined backend systems matching exact task requirements. Use when planning APIs, data models, system architecture, or when the user requests backend design work.
Compacts verbose context into structured summary. Use after pollution sources (searches, logs, JSON) or at phase milestones.
Assess a source project's technical capabilities. Reads `config/sources.md` and produces a structured capability profile. Use to start the GTM pipeline or evaluate technical differentiators (Phase 0).
Develop customer segmentation, channel selection, and a 90-day launch plan from Phase 2 PMF assessment. Run after `validating-product-market-fit` (Phase 3).
Detect gaps and contradictions across all prior phases; surface cross-phase tensions, unresolved assumptions, and sales/investor objections. Run after `developing-gtm-strategy` (Phase 4).
Synthesize all prior research into a unified GTM narrative. Run after `analyzing-contradictions` to prepare for slide deck generation (Phase 5).
Map competitive intelligence and industry landscape; produce a competitor map and whitespace analysis. Run alongside `analyzing-source-project` at the start of the GTM pipeline (Phase 1A).
Integrate Phase 0 and Phase 1A outputs into TAM/SAM/SOM sizing, buyer personas, and market entry signals. Run after `analyzing-source-project` and `researching-industry-landscape` (Phase 1B).
Investigates codebase before planning. Use before any non-trivial implementation task to gather context in isolation.
Designs concise, streamlined backend systems matching exact task requirements. Use when planning APIs, data models, system architecture, or when the user requests backend design work.
--- name: synthesizing-cc-bigpicture description: Synthesizes a living big-picture meta-plan from Claude Code sessions, plans, tasks, and team communications. Use when orienting across projects, assessing reasoning modes, or creating a plan-to-plan overview. compatibility: Designed for Claude Code metadata: allowed-tools: Read, Grep, Glob argument-hint: [project-name] [time-range] [output-path] context: fork --- # Big-Picture Synthesis **Target**: $ARGUMENTS Synthesizes a **plan to plan
Audit documentation against its declared hierarchy — broken links, duplicates, misplaced content, stale references, single-source-of-truth enforcement. Use for doc health reviews.
Generate or update README.md files across three scopes — repo (with project-type detection), account (GitHub user profile), and org (organization profile). Use when creating, updating, or aligning a README to org conventions.
Audit README.md files against best practices for repos, accounts, or orgs. Detects missing sections, stale links, inconsistent formatting, and convention violations. Use when reviewing README quality across one or many repos.
Implements concise, streamlined Go code matching exact architect specifications. Use when writing Go code, creating packages, or when the user asks to implement features in Go.
Audits a site's SEO and AI-search (GEO) readiness — meta tags, Open Graph/Twitter, JSON-LD, robots/llms conventions — and generates fixes. Use when reviewing search visibility, social previews, structured data, or LLM/AI-crawler discoverability.
Audits website accessibility for WCAG 2.2 AA compliance, generating findings and code fixes. Use when reviewing accessibility, keyboard navigation, screen reader compatibility, or inclusive design.
Analyzes C++ desktop codebase architecture, dependency graphs, framework detection, and migration assessment. Use when exploring an unfamiliar C++ project or assessing upgrade paths.
Score product-market fit from Phase 1B market analysis; produce PMF score, evidence matrix, and risk register. Run after `researching-market` (Phase 2).
Build UserStory.md interactively via Q&A. Use when the user wants to create a user story document or start the assisted workflow.
Audit documentation against its declared hierarchy — broken links, duplicates, misplaced content, stale references, single-source-of-truth enforcement. Use for doc health reviews.
Creates GitHub Actions for the Marketplace. Use when scaffolding a new action, implementing composite steps, writing BATS tests, or preparing a Marketplace release.
Generate or update README.md files across three scopes — repo (with project-type detection), account (GitHub user profile), and org (organization profile). Use when creating, updating, or aligning a README to org conventions.
Audit README.md files against best practices for repos, accounts, or orgs. Detects missing sections, stale links, inconsistent formatting, and convention violations. Use when reviewing README quality across one or many repos.
Audit documentation against its declared hierarchy — broken links, duplicates, misplaced content, stale references, single-source-of-truth enforcement. Use for doc health reviews.
Audit README.md files against best practices for repos, accounts, or orgs. Detects missing sections, stale links, inconsistent formatting, and convention violations. Use when reviewing README quality across one or many repos.
Generate or update README.md files across three scopes — repo (with project-type detection), account (GitHub user profile), and org (organization profile). Use when creating, updating, or aligning a README to org conventions.
Audits a site's SEO and AI-search (GEO) readiness — meta tags, Open Graph/Twitter, JSON-LD, robots/llms conventions — and generates fixes. Use when reviewing search visibility, social previews, structured data, or LLM/AI-crawler discoverability.
Audits website accessibility for WCAG 2.2 AA compliance, generating findings and code fixes. Use when reviewing accessibility, keyboard navigation, screen reader compatibility, or inclusive design.
Audits a site's SEO and AI-search (GEO) readiness — meta tags, Open Graph/Twitter, JSON-LD, robots/llms conventions — and generates fixes. Use when reviewing search visibility, social previews, structured data, or LLM/AI-crawler discoverability.
Audits website accessibility for WCAG 2.2 AA compliance, generating findings and code fixes. Use when reviewing accessibility, keyboard navigation, screen reader compatibility, or inclusive design.
Writes tests following TDD Red-Green-Refactor (pytest + Hypothesis). Tests behavior, not implementation. Use when writing unit tests, integration tests, or property tests.
Implements concise, streamlined Go code matching exact architect specifications. Use when writing Go code, creating packages, or when the user asks to implement features in Go.
Provides concise, focused TypeScript/React code reviews matching exact task complexity requirements. Use when reviewing TypeScript code quality, type safety, or when the user asks for code review.
Writes tests following TDD (using vitest and @testing-library/react) best practices. Use when writing unit tests, integration tests, or component tests in TypeScript.
Provides concise, focused TypeScript/React code reviews matching exact task complexity requirements. Use when reviewing TypeScript code quality, type safety, or when the user asks for code review.
Score product-market fit from Phase 1B market analysis; produce PMF score, evidence matrix, and risk register. Run after `researching-market` (Phase 2).
Assess a source project's technical capabilities. Reads `config/sources.md` and produces a structured capability profile. Use to start the GTM pipeline or evaluate technical differentiators (Phase 0).
Build UserStory.md interactively via Q&A. Use when the user wants to create a user story document or start the assisted workflow.
Audit and tighten codebase quality gates — architecture, lint, types, tests, docs, code review. Use when onboarding a project, before a release, or when validation is too permissive.
Validates the SYS→PRD→SW requirement traceability chain by reconciling database entries with code docstring tags. Use when checking requirement coverage, finding orphaned code, or generating a coverage matrix.
Generates compliance requirements from CE/FCC/UL standards for a device description. Use when starting a new embedded product, checking regulatory compliance, or generating initial SYS-REQ entries from applicable directives.
Design evaluation plugins following 12-Factor + MAESTRO principles
Audit code against OWASP Top 10 vulnerabilities with structured findings. Use when reviewing code for security issues or conducting security audits.
Provides concise, focused code reviews matching exact task complexity requirements. Use when reviewing code quality, security, or when the user asks for code review.
Apply OWASP MAESTRO, MITRE ATLAS, NIST AI RMF, and ISO 42001/23894 security frameworks to MAS designs
Implements concise, streamlined Python code matching exact architect specifications. Use when writing Python code, creating modules, or when the user asks to implement features in Python.
Implements concise, streamlined TypeScript/React code matching exact architect specifications. Use when writing TypeScript code, creating modules, or when the user asks to implement features in TypeScript/React.
Implements concise, streamlined Python code matching exact architect specifications. Use when writing Python code, creating modules, or when the user asks to implement features in Python.
Provides concise, focused code reviews matching exact task complexity requirements. Use when reviewing code quality, security, or when the user asks for code review.
Generates compliance requirements from CE/FCC/UL standards for a device description. Use when starting a new embedded product, checking regulatory compliance, or generating initial SYS-REQ entries from applicable directives.
Apply OWASP MAESTRO, MITRE ATLAS, NIST AI RMF, and ISO 42001/23894 security frameworks to MAS designs
Design evaluation plugins following 12-Factor + MAESTRO principles
Audit code against OWASP Top 10 vulnerabilities with structured findings. Use when reviewing code for security issues or conducting security audits.
Generates compliance requirements from CE/FCC/UL standards for a device description. Use when starting a new embedded product, checking regulatory compliance, or generating initial SYS-REQ entries from applicable directives.
Implements concise, streamlined Python code matching exact architect specifications. Use when writing Python code, creating modules, or when the user asks to implement features in Python.
Audit code against OWASP Top 10 vulnerabilities with structured findings. Use when reviewing code for security issues or conducting security audits.
Runs KiCad DRC/ERC checks, exports gerbers and BOM, and generates a structured findings report. Use when reviewing PCB designs, running design rule checks, or preparing manufacturing outputs.
Generate commit message for staged changes, pause for approval, then commit. Stage files first with `git add`, then run this skill.
Implements C++17 desktop GUI code with wxWidgets, GTK3, or Qt framework patterns and CMake build system. Use when writing C++ desktop application code, creating GUI components, or implementing framework-specific features.
Audit and tighten codebase quality gates — architecture, lint, types, tests, docs, code review. Use when onboarding a project, before a release, or when validation is too permissive.
Generate an investor or stakeholder presentation from Phase 5 synthesis; produces a structured slide outline with headlines, talking points, and data citations. Run after `synthesizing-research` (Phase 6).
Generates prd.json task tracking file from PRD.md requirements document. Use when initializing Ralph loop or when the user asks to convert PRD to JSON format for autonomous execution.
--- name: generating-writeup description: Generates academic/technical writeups with IEEE citations and pandoc PDF output. Use when creating research papers, technical reports, or documentation with references. compatibility: Designed for Claude Code metadata: allowed-tools: Read, Write, Edit, Bash, Glob, Grep, WebSearch, WebFetch argument-hint: [topic] [template] [citation-style] stability: stable content-hash: sha256:9e500bc5e5b4c840c55fdb360e80ad198953af3b1be65784df0f00ae22cbf5ad la
Implements document indexing with heading-boundary chunking, embedding, FAISS vector store, and PageIndex-style hybrid retrieval. Use when building RAG pipelines, document search, or memory layers.
Investigates codebase before planning. Use before any non-trivial implementation task to gather context in isolation.
Writes tests following TDD (using go test, testify, and rapid) best practices. Use when writing unit tests, integration tests, or table-driven tests in Go.