Engineering
Agentic Development
General software-engineering orchestration skill for unfamiliar or complex repositories.
→Use for end-to-end software execution in an unfamiliar or complex repo: orienting the codebase, choosing an execution model, planning and verifying changes, reviewing architecture or PRs, and coordinating work across the specialized `frontend` and `backend` engineering skills.
ai engineeringbackendcloud management
engineering/skills/agentic-development
How it works
- • Run the repo scan helper if available, or manually map the repo from the root.
- • Read repo-local instructions before proposing architecture or touching code.
Engineering
AI Engineering
AI and data engineering skill for ML systems, pipelines, prompt workflows, evaluation, and production AI architecture.
→Use for ML, data, and AI engineering work: data pipelines, ETL and ELT, DataOps, warehouses and lakehouses, streaming systems, prompt and agent design, RAG, constrained generation, experiment design, model evaluation, feature engineering, and computer vision systems from dataset prep through production deployment.
agentic developmentbackendcloud management
engineering/skills/ai-engineering
How it works
- • Load only the reference files relevant to the current task (see Workflow Router below).
- • For data engineering: choose the processing model first — batch vs. streaming, Lambda vs. Kappa, warehouse vs. lakehouse.
Learning System
Auto Improve
Self-improvement skill for auditing memories, reviewing system drift, and tightening the repo's learning loop over time.
→Use to autonomously improve skills, memory files, agents, documentation, or conversation-derived workflows based on recent evidence. Runs eval-loop style review and mutation, keeps score and change logs, preserves reusable lessons, and chooses the highest-leverage improvement targets without waiting for explicit user instruction.
memory managementsecond brain
learning-system/skills/auto-improve
How it works
- • Self-improvement skill for auditing memories, reviewing system drift, and tightening the repo's learning loop over time.
Engineering
Backend
Backend engineering skill for APIs, services, schemas, persistence, and server-side operational work.
→Use for backend engineering work such as APIs, services, data models, persistence, queues, caching, auth, background jobs, and server-side debugging or refactors.
agentic developmentai engineeringcloud management
engineering/skills/backend
How it works
- • Pair with [`../agentic-development/SKILL.md`](../agentic-development/SKILL.md) for repo orientation, proof planning, and execution-mode selection.
- • Map the authoritative backend path before editing: endpoint, serializer/validator, service, job, model, schema, queue consumer, or migration owner.
Engineering
Cloud Management
CLI-first cloud operations skill for AWS, Azure, and GCP.
→Cross-cloud CLI-first cloud operations for AWS, Azure, and GCP. Use when the assistant needs to identify which cloud provider or multi-cloud estate a repo uses, deploy new resources or services, wire automatic deployments, inventory and optimize infrastructure, or diagnose and repair cloud failures entirely from the terminal, with explicit approval gates for high-cost, destructive, identity-sensitive, or hard-to-reverse changes.
agentic developmentai engineeringbackend
engineering/skills/cloud-management
How it works
- • CLI-first cloud operations skill for AWS, Azure, and GCP.
Marketing
Code as Images
Code-as-images skill slot for the `marketing` plugin.
→Use for turning code, terminal output, or technical snippets into polished image assets for social posts, tutorials, documentation, or marketing materials.
code slidescontent writinghtml visualization
marketing/skills/code-as-images
How it works
- • Code-as-images skill slot for the `marketing` plugin.
Engineering
Code Documentation
Documentation skill for READMEs, architecture notes, runbooks, ADRs, changelogs, and code-adjacent technical writing.
→This skill should be used when the user asks to write, update, review, scaffold, or reorganize documentation for code, folders, services, repos, workflows, architectural decisions, or operational processes. Trigger for `README.md`, `ARCHITECTURE.md`, `TESTS.md`, `SETUP.md`, `RUNBOOK.md`, `CHANGELOG.md`, `SECURITY.md`, `OVERVIEW.md`, `FAQ.md`, `DECISIONS.md`, `DEPENDENCIES.md`, `AGENTS.md`, `PLAN.md`, `SPEC.md`, `SOUL.md`, `PRINCIPLES.md`, `DESIGN.md`, `runbooks/**/*.md`, `docs/**/*.md`, MDX docs, JSDoc/TSDoc, docstrings, ADRs, post-mortems, migration guides, and PR documentation-impact reviews.
agentic developmentai engineeringbackend
engineering/skills/code-documentation
How it works
- • Documentation skill for READMEs, architecture notes, runbooks, ADRs, changelogs, and code-adjacent technical writing.
Marketing
Code Slides
Create and evolve slide decks implemented in code, especially HTML/CSS/JS or React/TypeScript presentations.
→Create and evolve code-based slide decks and presentations (pitch decks, demos, product walkthroughs, technical talks) with HTML/CSS/JS or React/TypeScript. Use when a user asks for slides implemented in code, a single-file HTML presentation, responsive behavior across mobile/tablet/desktop, PowerPoint/PPTX-to-web conversion, remote-control navigation, configurable right-side or bottom navigation, iframe-based deck rendering, visual style exploration, or image workflows that combine AI-generated assets, external URLs, local repo images, and code-as-image product mockups. Trigger this skill for new deck creation, redesigns, refactors, framework migrations, PPT conversions, and slide-quality QA.
code as imagescontent writinghtml visualization
marketing/skills/code-slides
How it works
- • Create and evolve slide decks implemented in code, especially HTML/CSS/JS or React/TypeScript presentations.
Marketing
Content Writing
Unified content-writing skill covering writing, repurposing, auditing, refreshing, keyword work, support-to-content analysis, and article editing.
→Use for content creation, repurposing, refreshes, audits, keyword research, support-to-content analysis, and article editing. Covers SEO blog posts, LinkedIn and X articles, multi-channel syndication, humanizing AI text, GEO and AI-citation optimization, CORE-EEAT audits, content gap analysis, keyword discovery, and converting support signals into prioritized content briefs.
code as imagescode slideshtml visualization
marketing/skills/content-writing
How it works
- • Unified content-writing skill covering writing, repurposing, auditing, refreshing, keyword work, support-to-content analysis, and article editing.
Business Ops
Finances
Unified finance skill covering reconciliation, financial modeling, and fundraising support.
→Use for finance work across accounting reconciliation, financial modeling, and fundraising materials. Covers statement-to-ledger reconciliation, receipt linking, cash flow and scenario models, cap tables, investor messaging, materials audits, and fundraising process diagnostics.
reportingresearchreview
business-ops/skills/finances
How it works
- • Unified finance skill covering reconciliation, financial modeling, and fundraising support.
Engineering
Frontend
Frontend engineering skill for browser-facing implementation, UI systems, and design-quality work.
→Use for frontend engineering work such as components, routes, state management, accessibility, performance, design-system integration, and browser-facing debugging or refactors.
agentic developmentai engineeringbackend
engineering/skills/frontend
How it works
- • Pair with [`../agentic-development/SKILL.md`](../agentic-development/SKILL.md) for repo orientation and proof planning.
- • Map framework boundaries, route ownership, state owners, design-system sources, analytics seams, and error-reporting seams before editing.
Sales
Go to Market
GTM skill for commercial planning, growth mechanics, messaging, and revenue-oriented execution.
→Go-to-market planning and revenue execution skill for positioning, target segment definition, first-customer acquisition, launch plans, messaging hierarchies, pricing, channel strategy, technical pre-sales, growth experimentation, revenue intelligence, pipeline and forecast review, retention and expansion planning, content-to-revenue attribution, client reporting, and commercialization decisions. Use when the user needs a coherent market-facing plan tying product value to buyers, message, motion, channels, pricing, experiments, deal support, call insights, attribution, post-sale growth, revenue metrics, launch timing, and launch risks.
message outreachprospect researchsales pipeline
sales/skills/go-to-market
How it works
- • GTM skill for commercial planning, growth mechanics, messaging, and revenue-oriented execution.
Marketing
HTML Visualization
Generate polished, self-contained HTML explainers, dashboards, reviews, comparisons, and visual artifacts.
→Generate polished, self-contained visual explainers, reviews, diagrams, dashboards, comparison pages, and slide-mode HTML from technical or business inputs. Use when the user asks for a diagram, architecture overview, diff or plan review, project recap, comparison matrix, audit page, timeline, dashboard, or any explanation that would be clearer as a visual artifact than as plain terminal text. Also use proactively when the output would otherwise become a dense table or long text wall.
code as imagescode slidescontent writing
marketing/skills/html-visualization
How it works
- • Generate polished, self-contained HTML explainers, dashboards, reviews, comparisons, and visual artifacts.
Learning System
Memory Management
Memory-management skill slot for the `learning-system` plugin.
→Use for designing, auditing, or improving agent memory systems, memory formats, persistence workflows, and documentation-backed recall strategies across platforms and tools.
auto improvesecond brain
learning-system/skills/memory-management
How it works
- • Memory-management skill slot for the `learning-system` plugin.
Sales
Message Outreach
Convert raw person- or account-level data into a skimmable outreach brief the sales team can act on immediately.
→Convert raw person- or account-level data into a single, skimmable research brief for the sales team with Account, Persona, and ongoing research. Use when the user has prospect/account data and needs an actionable brief with ICP/ICA scoring.
go to marketprospect researchsales pipeline
sales/skills/message-outreach
How it works
- • Convert raw person- or account-level data into a skimmable outreach brief the sales team can act on immediately.
Engineering
Pentest
Authorized offensive-security skill for validating exploitability against approved targets.
→Use for authorized hands-on offensive security work against staging, sandbox, or lab targets. Covers pentest planning, finding validation, exploitability proof, raw HTTP replay, browser and API testing, network and cloud assessment, secrets and misconfiguration discovery, bounded post-exploitation, and evidence-driven pentest reporting. Do not use for passive code review or compliance audits.
agentic developmentai engineeringbackend
engineering/skills/pentest
How it works
- • Authorized offensive-security skill for validating exploitability against approved targets.
Engineering
PR Management
Pull request management skill for designing or improving review systems, merge policies, SLAs, and workflow health at team scale.
→Pull request management skill for teams from 1 to 1000+ engineers. Use when the user needs to design or improve PR workflow, review queues, merge policy, ownership rules, branch strategy, review SLAs, CI gating, metrics, or operating rituals for getting code reviewed and merged safely at scale.
agentic developmentai engineeringbackend
engineering/skills/pr-management
How it works
- • Pull request management skill for designing or improving review systems, merge policies, SLAs, and workflow health at team scale.
Product
Product Development
Product management and product strategy skill covering discovery, prioritization, planning, CRO, UX copy, and delivery framing.
→Use for product strategy and product management work: PRDs, prioritization, roadmaps, discovery summaries, experiment plans, release criteria, decision memos, OKR planning, user stories, sprint planning, landing-page strategy, conversion audits, buyer psychology, and UX copy. Choose this when the user needs product framing, strategic tradeoffs, or conversion-focused page direction before implementation.
product/skills/product-development
How it works
- • Product management and product strategy skill covering discovery, prioritization, planning, CRO, UX copy, and delivery framing.
Sales
Prospect Research
Research skill for turning heterogeneous account and persona inputs into a decision-ready GTM brief.
→Turn heterogeneous inputs (LinkedIn, company site, job boards, research) into a decision-ready GTM brief with Account, Persona, and Next best motion. Use when the user has prospect/account URLs or content and needs a full positioning and outreach brief. Apply provided scorecards (ICP, ICA, signals) as authoritative rubrics.
go to marketmessage outreachsales pipeline
sales/skills/prospect-research
How it works
- • Research skill for turning heterogeneous account and persona inputs into a decision-ready GTM brief.
Engineering
Quality Assurance
End-to-end QA skill for testing, debugging, secure engineering, code review, and release confidence.
→End-to-end quality assurance and secure engineering for any software repo: code review, test strategy, bug triage, debugging, flaky-test repair, coverage analysis and improvement, suite architecture, CI quality gates, secure coding reviews, security audits, threat modeling, compliance validation, and dependency or vulnerability management for frontend, backend, full-stack, and AI systems. Use when reviewing PRs, writing or repairing tests, debugging failing suites, improving release confidence, creating test plans, running passive security reviews, or translating threats into requirements. For authorized active penetration testing, exploit validation against a running target, or pentest reporting, use `pentest`.
agentic developmentai engineeringbackend
engineering/skills/quality-assurance
How it works
- • Run `python <skill-dir>/scripts/qa-scan.py <repo-root>` when the bundled scanner is available; otherwise perform the same stack and CI inventory manually.
- • Preserve and read the full failure artifact set before changing code: stack traces, failing assertions, screenshots, traces, query logs, retry logs, seeds, and the first bad CI step.
Business Ops
Reporting
Turn raw metrics, notes, and developments into decision-ready weekly, monthly, board, or operating reports.
→Reporting skill for weekly updates, monthly business reviews, board reports, investor updates, QBRs, KPI summaries, and operating reviews. Use when the user wants raw metrics, notes, and developments turned into a concise, decision-ready report with trends, drivers, risks, asks, and next actions rather than a dump of activity.
financesresearchreview
business-ops/skills/reporting
How it works
- • Turn raw metrics, notes, and developments into decision-ready weekly, monthly, board, or operating reports.
Business Ops
Research
Research skill slot for the `business-ops` plugin.
→Use for business or market research tasks that require gathering, synthesizing, and structuring findings into concise decision-ready outputs. Covers competitor scans, market maps, diligence briefs, customer or industry research, and open-ended investigation.
financesreportingreview
business-ops/skills/research
How it works
- • Research skill slot for the `business-ops` plugin.
Business Ops
Review
Deep review workflow for code, plans, and executive reasoning. This is the "pressure-test it properly" skill in the `business-ops` plugin.
→Use for rigorous plan, design, architecture, and code review. Covers scope and strategy review, UI and UX critique, execution risk analysis, PR and diff review, targeted local validation, and simplification passes that remove ambiguity, dead weight, and accidental complexity before merge.
financesreportingresearch
business-ops/skills/review
How it works
- • Deep review workflow for code, plans, and executive reasoning. This is the "pressure-test it properly" skill in the `business-ops` plugin.
Sales
Sales Pipeline
Pipeline skill for forecast calls, stage review, deal inspection, CRM hygiene, and concrete pipeline actions.
→Sales pipeline skill for CRM hygiene, stage review, deal inspection, forecast calls, pipeline coverage analysis, and next-best actions. Use when the user has pipeline exports, CRM notes, or deal lists and needs a structured view of deal health, forecast confidence, stage bottlenecks, stale opportunities, and concrete actions to improve pipeline quality or conversion.
go to marketmessage outreachprospect research
sales/skills/sales-pipeline
How it works
- • Pipeline skill for forecast calls, stage review, deal inspection, CRM hygiene, and concrete pipeline actions.
Learning System
Second Brain
Build and maintain a storage-agnostic knowledge base that compounds over time instead of resetting each session.
→Build and maintain a durable, storage-agnostic personal or team knowledge system from notes, meetings, docs, chats, research, code repos, datasets, images, and loose ideas. Use when the user wants to capture raw material, incrementally compile it into a maintained LLM wiki, preserve provenance, consolidate duplicates, run recurring health checks, challenge ideas against prior knowledge, answer complex questions against the maintained wiki, generate reports or rendered artifacts from an evolving knowledge base, or turn recent knowledge updates into recurring publishable outputs without depending on a specific tool such as Obsidian.
auto improvememory management
learning-system/skills/second-brain
How it works
- • Build and maintain a storage-agnostic knowledge base that compounds over time instead of resetting each session.
Marketing
SEO and GEO
Search optimization skill spanning SEO, GEO, and AEO.
→Use for SEO, GEO, and AEO work: keyword research, on-page optimization, AI-citation readiness, technical SEO audits, content gap analysis, competitor benchmarking, structured data, Core Web Vitals, internationalization, entity optimization, backlink analysis, content refreshes, and monitoring. Trigger when the user wants better search visibility in traditional or AI search systems.
code as imagescode slidescontent writing
marketing/skills/seo-and-geo
How it works
- • Search optimization skill spanning SEO, GEO, and AEO.
Marketing
Social Media Management
Platform-native engagement writing for X and LinkedIn.
→Draft replies, comments, DMs, quote posts, connection requests, and engagement sequences for X/Twitter and LinkedIn. Use when the user wants to engage on either platform — responding to posts, starting conversations, building relationships, or supporting professional outreach.
code as imagescode slidescontent writing
marketing/skills/social-media-management
How it works
- • Platform-native engagement writing for X and LinkedIn.
Marketing
Video Generation
Remotion-focused video skill for programmatic video creation and editing.
→Best practices for Remotion - programmatic video creation in React. Use when the user wants to create or edit video (animations, captions, timing, assets). Rules in references/rules/; templates in templates/.
code as imagescode slidescontent writing
marketing/skills/video-generation
How it works
- • Remotion-focused video skill for programmatic video creation and editing.