@skills · Owner

Agent skills by magnus919

149 skills indexed from github.com/magnus919. Reference any of them in AdaL, Claude Code, Cursor or any coding agent — nothing to install.

• actuarial-risk-modeling · Skill

  Use when analyzing, selecting, validating, or communicating models for insurance, actuarial, financial-risk, or other consequential uncertain outcomes. Cov

• adr-authoring · Skill

  Write, review, and maintain architecture decision records with clear context, alternatives, consequences, confirmation links, and lifecycle governance. Use

• aeo · Skill

  Use when designing, implementing, or measuring Answer Engine Optimization (AEO) for AI answers, citations, generative search, or agent-readable web content

• agent-council · Skill

  Multi-agent structured debate system. Spawn a panel of expert agents to debate any question, with convergence-aware iteration and typed synthesis output. R

• agent-evals-and-observability · Skill

  Design, run, review, or release framework- and vendor-neutral evaluations and observability for AI agents. Use when defining agent evals, datasets, graders

• agent-production-operations · Skill

  Operate an evaluated agent with tools and authority in production through a runtime control plane covering versioning, staged rollout, fallback, cost and l

• agent-skills · Skill

  Use this skill when creating, reviewing, or editing Agent Skills-format skills, or when implementing skill discovery and loading in an agent client. It cov

• agent-skills · Collection
• ai-governance · Skill

  Design and operate an organization's AI governance system: define governance principles, operating models and decision rights, risk frameworks, lifecycle g

• anydoc · Skill

  Convert Word (.doc/.docx/.docm), PowerPoint (.ppt/.pps/.pot/.pptx/.pptm/.ppsx/.ppsm), Excel (.xls/.xlsx/.xlsm/.xlsb), OpenDocument (.odt/.ods/.odp), RTF, E

• api-design-and-evolution · Skill

  Design, govern, document, review, and evolve consumer-facing APIs and event interfaces. Use when choosing REST/HTTP, GraphQL, RPC, events, webhooks, or str

• artifact-pyramids · Skill

  Organize durable agent research outputs as summaries, analysis, and evidence dossiers. Use when producing multi-layer research artifacts or coordinating re

• ascii-city-engine · Skill

  Build portable, first-person colored ASCII city engines and small GIS-derived city packs. Use when designing terrain-following walking, raycast character r

• autogen · Skill

  Expert skill for conversational multi-agent AI with Microsoft AutoGen. AssistantAgent, UserProxyAgent, GroupChat, code execution, nested chats, cancellatio

• backend-engineering · Skill

  Design and implement backend services and APIs — REST, gRPC, GraphQL

• binary-analysis · Skill

  Analyze unknown binary files through a deterministic CLI that wraps Ghidra's static-analysis engine. Use when you need to inspect a PE, ELF, or Mach-O file

• brand-designer · Skill

  Create comprehensive brand identity documentation for any brand. Guides you through documenting strategy, visual identity (logo, color, typography, imagery

• c4-diagramming · Skill

  Create C4 software-architecture diagrams using Mermaid or Structurizr. Use when teams need clear system context, container, component, or code-level views.

• capacity-and-cost-engineering · Skill

  Model technical capacity, unit cost, and budget constraints connected to demand, performance, and reliability decisions. Use when projecting capacity from

• chief-of-staff-methodology · Skill

  Prepare accountable executive decisions, information triage, briefing, calendar choices, organizational sensing, and institutional memory without assuming

• cli-builder · Skill

  Build or refactor CLI tools designed for AI agent consumption: non-interactive,

• cncf-landscape · Skill

  Use this skill when discovering and comparing cloud-native technologies from the CNCF Landscape for an architecture or engineering decision. Query the live

• color-management · Skill

  Expert-level color management for ICC profiles, working spaces, gamut mapping, and color science. Use when inspecting ICC profiles, converting between colo

• conditional-customer-success · Skill

  Guide recurring human-relationship practices — success plans, health evidence, renewal and expansion signals, QBRs, handoffs, escalation, and closed-loop V

• confluence-cli · Skill

  Interact with Atlassian Confluence from the terminal: list spaces, browse

• crewai · Skill

  Expert skill for role-based multi-agent orchestration with CrewAI. Agents with Role/Goal/Backstory, task design, crew composition (sequential or hierarchic

• crm · Skill

  Operate HubSpot CRM from a terminal or agent: list and search contact records, view deal pipeline stages, and — with explicit confirmation — move deals bet

• crowdsec · Skill

  Deploy, configure, and manage CrowdSec — the open-source, collaborative

• cyberpunk · Skill

  Create or analyze settings, scenes, world operations, and image direction in the literary cyberpunk mode of William Gibson's Sprawl fiction: dense, accrete

• daily-life-discovery · Skill

  Guide a consent-based conversation that helps a person discover how an AI agent could improve their day-to-day life: routines, friction, attention, decisio

• data-architect · Skill

  Use this skill to assess, design, and evolve data architectures, including data platforms, data products, data mesh adoption, event-driven data flows, gove

• data-cleaning · Skill

  Clean, profile, validate, reshape, and document messy tabular, text, JSON, and relational data through an evidence-first, reproducible workflow. Use when p

• data-engineering · Skill

  Design and operate data infrastructure — database operations (vector,

• data-scientist · Skill

  Use for PhD-level expertise in data science, statistics, and machine learning: rigorous statistical analysis, experimental design, causal inference, advanc

• de-spin · Skill

  Use when someone asks what is true, false, misleading, unsupported, unknown, or genuinely complicated in a persuasive message, article, pitch, advertisemen

• digital-twin · Skill

  Design, build, evaluate, govern, monitor, evolve, and retire digital twins and federated twin universes for software systems, engineering processes, agenti

• docker-compose · Skill

  Use Docker Compose to define, run, debug, and harden multi-container applications. Load for compose.yaml design, networking, volumes, secrets, profiles, ov

• documents · Skill

  Generate, inspect, validate, and fix PDF, Word (.docx), Excel (.xlsx), and PowerPoint (.pptx) documents: turn structured content into render-ready artifact

• dsm5 · Skill

  Assess and explain questions about mental health and neurocognitive conditions against DSM-5-TR diagnostic criteria, and guide evidence-based conversations

• dspy · Skill

  Expert skill for programming—not prompting—language models with Stanford's DSPy framework. Signatures, modules (Predict, ChainOfThought, ReAct), optimizer/

• email · Skill

  Send and diagnose transactional email through Twilio SendGrid from a terminal or agent: send messages, check deliverability (bounces and spam reports), and

• epub · Skill

  EPUB file format expert — read, write, and edit EPUB2/EPUB3 ebooks. Extract

• esp32-development · Skill

  Build, configure, flash, test, debug, and recover firmware for ESP32-family boards, including ESP-IDF C/C++, Arduino/PlatformIO, MicroPython, CircuitPython

• financial-modeling · Skill

  Build and review assumptions-led financial models, unit economics, pricing, fundraising scenarios, and SaaS operating metrics. Use when calculating CAC, LT

• fireflies · Skill

  Query Fireflies.ai meeting transcripts, meeting notes, summaries, contacts, channels, AI meeting analytics, AskFred, audio uploads, and webhook signatures

• flaresolverr · Skill

  Use the minimal FlareSolverr wrapper for a one-off health check or browser-backed GET/POST when ordinary retrieval is blocked by Cloudflare or DDoS-GUARD.

• flaresolverr-cli · Skill

  Use a small FlareSolverr JSON CLI for browser-backed GET and POST requests, readiness checks, and session lifecycle management when a site requires Cloudfl

• forgejo-cli · Skill

  Use when managing a Forgejo or Gitea server from the terminal: issues,

• forward-deployed-engineering · Skill

  Guide embedded technical engagements from ambiguous stakeholder need through discovery, framing, hypothesis, build, evaluation, deployment, adoption, measu

• frontend-engineering · Skill

  Build and maintain web frontends — component architecture, state management,

• genius-life · Skill

  Guide a person in cultivating creativity in their own work and life: open conversational sessions on creative blocks, habits, environment, motivation, and

• ghost-cli · Skill

  Manage Ghost CMS content from the terminal — create and list posts, pages,

• github-runner · Skill

  Deploy, manage, and troubleshoot self-hosted GitHub Actions runners.

• go-to-market · Skill

  Plan and execute go-to-market strategy — positioning and messaging frameworks

• grafana · Skill

  Operate, configure, provision, secure, and troubleshoot Grafana OSS, Enterprise, and Cloud, including dashboards, folders, data sources, annotations, alert

• gutenberg · Skill

  Search, download, and extract public-domain books from Project Gutenberg.

• haystack · Skill

  Expert skill for production search and NLP pipelines with Haystack (deepset). Pipeline DAG composition, document stores, retrievers, PromptBuilder (Jinja2)

• hugo-theme · Skill

  Build, customize, and debug advanced Hugo CMS themes — template architecture, asset pipeline (CSS/JS/image processing), shortcodes and render hooks, page b

• implementation-planning · Skill

  Plan the implementation of an approved requirement or specification: produce an executable, dependency-aware delivery plan covering work breakdown, depende

• incident-learning · Skill

  Convert operational incident and near-miss evidence into durable product, engineering, test, evaluation, and governance improvements with verified closure.

• jellyfin-cli · Skill

  Query your Jellyfin media server from the terminal — recently added media,

• jira-cli · Skill

  Interact with Atlassian Jira from the terminal: search issues, view

• jira-jql · Skill

  Expert-level skill for Jira Query Language (JQL). Use when the user asks about writing, debugging, optimizing, or understanding JQL queries; needs to filte

• kanban-guru · Skill

  A virtual Kanban expert who can diagnose flow problems, design board configurations, set up multi-portfolio operating models, calibrate WIP limits, establi

• kubernetes · Skill

  Operate, troubleshoot, secure, upgrade, and automate Kubernetes clusters and workloads safely across upstream Kubernetes, k3s, RKE2, MicroK8s, k0s, Talos,

• langchain · Skill

  Expert skill for building LLM applications with LangChain — LCEL chains, RAG pipelines, agent orchestration, LangGraph integration, LangSmith observability

• langgraph · Skill

  Build multi-agent AI systems with LangGraph — the low-level orchestration

• lastfm · Skill

  Interact with the Last.fm music data API: lookup user listening history,

• legal-strategy · Skill

  CLO/General Counsel methodology — regulatory landscape analysis (GDPR,

• life-coach · Skill

  Guide a bounded, user-led coaching process for personal goals, decisions, transitions, habits, recurring nonclinical patterns, accountability, and progress

• linear · Skill

  Manage Linear teams, projects, cycles, issues, comments, workflow state, and documents from a terminal through Linear's public GraphQL API. Use when a user

• llama-cpp · Skill

  Operate, configure, benchmark, and troubleshoot llama.cpp across CPU, Metal, CUDA, HIP/ROCm, Vulkan, SYCL, and hybrid or multi-GPU systems. Use when instal

• llamaindex · Skill

  Expert skill for building LLM applications with the LlamaIndex framework — RAG pipelines, multi-agent orchestration, event-driven workflows, knowledge grap

• mermaid-diagrams · Skill

  Author, render, and troubleshoot Mermaid diagrams for documentation, architecture, processes, and technical communication. Use when a text-based diagram ne

• meshcore-packet-capture · Skill

  Capture MeshCore Companion packets via BLE, serial, or TCP.

• migration-engineering · Skill

  Plan and execute safe cross-system migrations, including service extraction from monoliths. Use when moving data, schemas, interfaces, infrastructure, or s

• ml-engineering · Skill

  Plan and execute production ML engineering work — model training and fine-tuning (LoRA/QLoRA), evaluation and eval-set design, quantization decisions, infe

• mobile-development · Skill

  Build, test, sign, and ship mobile apps across iOS, Android, Flutter, and React Native — project scaffolding, builds and code signing, device and emulator

• neckbeard · Skill

  Use when asked to fix, build, refactor, review, verify, or release software and the work is non-trivial — including delivering a change request (issue, tic

• notion · Skill

  Operate Notion from a terminal or agent: retrieve pages, query databases, search pages and databases, and update page properties — with a bundled notion-cl

• nous-branding · Skill

  Generate images and content consistent with the Nous Research brand

• open-knowledge-format · Skill

  Google's Open Knowledge Format (OKF) v0.1 — an open, vendor-neutral spec

• openlibrary-cli · Skill

  Search books, authors, and works on Open Library from the terminal. Look

• opensource-contributions · Skill

  Make good open source contributions — check CONTRIBUTING.md first, follow

• operational-design · Skill

  Design and improve operational processes and organizational scaling — process

• org-design · Skill

  CHRO methodology — organizational design (team topologies, span of control,

• pace-plan · Skill

  Build, coordinate, operate, troubleshoot, exercise, and improve an authorized Primary, Alternate, Contingency, and Emergency communications plan. Use for r

• peertube · Skill

  Browse PeerTube federated video from the terminal: view videos and channels,

• platform-engineering · Skill

  Use this skill when building or operating internal developer platforms: infrastructure as code, CI/CD, container orchestration, service networking, secrets

• playwright · Skill

  Operate Playwright for browser automation end to end: author and debug E2E test suites (robust locators, network interception and mocking, parallel workers

• postgres · Skill

  Operate PostgreSQL instances safely: configuration review, index and query-plan analysis, vacuum and bloat management, WAL archiving and point-in-time reco

• privacy-engineering · Skill

  Translate privacy principles and legal requirements into data-flow, lifecycle, acceptance, and verification artifacts. Map data classification, purpose, pr

• product-adoption · Skill

  Diagnose and design product adoption for onboarding, activation, behavior change, feature discovery, rollout, and sustained use after launch. Covers consum

• product-analytics-and-measurement · Skill

  Define observable, governed evidence for product outcomes through metric trees, event/tracking plans, instrumentation QA, and measurement governance. Use w

• product-design-and-ux · Skill

  Define user-facing product behavior from validated evidence and approved scope. Use for information architecture, task flows, state and recovery models, in

• product-discovery · Skill

  Discover product requirements from human stakeholders — map who to talk to, ask questions that surface hidden assumptions, detect gaps in real time, resolv

• product-experimentation · Skill

  Run end-to-end product experiments from assumption to decision: translate assumptions into testable hypotheses and experiment briefs, select the right meth

• product-lifecycle · Skill

  Route a product through its full lifecycle — discovery, strategy, portfolio choice, roadmap, UX and requirements, experimentation, delivery handoff, adopti

• product-lifecycle-learning · Skill

  Compare intended product outcomes against observed results to close the launch-to-learning loop: collect post-launch evidence, distinguish expected from ob

• product-methodology · Skill

  Product management frameworks for translating validated evidence into prioritized backlogs, decisions, specifications, and stakeholder communications. Cove

• product-operations-and-governance · Skill

  Define and run product governance — recurring decision rights, intake, portfolio cadences, evidence standards, and cross-functional operating contracts. Co

• product-roadmapping-and-portfolio · Skill

  Build and maintain outcome-based product roadmaps and portfolio views that sequence strategic bets by evidence, not dates. Covers Now/Next/Later views, str

• product-strategy · Skill

  CPO methodology — product vision and strategy (North Star, product principles),

• production-excellence · Skill

  Route cross-domain production evidence (readiness, migration, recovery, capacity/cost, incident-learning) into a launch or operational decision — go, no-go

• production-readiness · Skill

  Define the minimum production evidence packet by risk class and produce go/no-go/defer/exception launch decisions with accountable owners. Cover ownership,

• programming-principles · Skill

  Apply distilled coding principles from 14 classic software books to code review, refactoring, design, and implementation decisions. Do not use for language

• promise-theory · Skill

  Design and diagnose coordination in hybrid human + AI agent workforces using promise theory (Burgess/Bergstra): model agents as autonomous, coordination as

• pydanticai · Skill

  Build type-safe AI agents and graph-based workflows with PydanticAI and PydanticGraph. Agent creation, function tools, capabilities, dependency injection,

• qa-methodology · Skill

  Design and apply QA methodology for software teams: test strategy, regression testing, CI failure triage, test automation, quality gates and metrics, risk-

• raleigh · Skill

  Query, search, and download public datasets and civic information for the City of Raleigh. Use for live ArcGIS Hub catalog discovery, ArcGIS FeatureServer

• release-engineering · Skill

  Design, automate, and operate end-to-end software releases: release process models and pipelines (trunk-based development, CD stages, release trains), prog

• remote-systems-administration · Skill

  Administer and troubleshoot remote Linux, FreeBSD, NetBSD, OpenBSD, and macOS systems safely, one host or a fleet at a time. Use when a task requires SSH,

• research-and-vault · Skill

  Chain web research, atomic extraction, and durable knowledge capture into a repeatable workflow when the same research-to-notes sequence is needed.

• research-methodology · Skill

  Plan, conduct, evaluate, and synthesize rigorous research. Use for journalistic, industry, or technical investigations that need credible evidence and a tr

• resilience-and-recovery · Skill

  Design, exercise, and evidence graceful degradation, disaster recovery, and restoration behavior across systems and dependencies. Covers failure-mode analy

• restic · Skill

  Install, configure, operate, secure, automate, tune, troubleshoot, and recover restic backups across local, SFTP, S3-compatible, cloud, and REST backends.

• secure-software-engineering · Skill

  Use when designing or implementing software securely: define security requirements, threat-model a feature, choose secure defaults, design authentication a

• security-audit-methodology · Skill

  Plan authorized security reviews with threat modeling, architecture and dependency audits, and vulnerability classification. Use for scoped defensive secur

• semantic-spacetime · Skill

  Model and diagnose shared semantic ground between agents with Semantic Spacetime (Mark Burgess, 2014-2025): a discrete graph model of meaning over time, wh

• seo-audit · Skill

  Audit websites and pages for technical SEO, on-page SEO, schema markup, content discoverability, and answer-engine readiness. Use when prioritizing search

• site-reliability-engineering · Skill

  Design, operate, and improve reliable production systems with SLOs, incident command, observability, error budgets, and operational practices.

• slack · Skill

  Operate Slack workspaces from a terminal or agent: list channels, read messages, follow threads, search message history, list files, and verify inbound web

• software-architecture-analysis · Skill

  Use this skill to reverse-engineer an existing software system, map its

• spec-driven-development · Skill

  Spec-Driven Development (SDD) methodology for AI software factories —

• strategy-frameworks · Skill

  Structure organizational strategy work: strategic direction, competitive and industry analysis, growth options, capital allocation, acquisitions, and portf

• stripe · Skill

  Read Stripe account state from a terminal or agent: balance, payment intents, and subscriptions — and perform guarded mutations like canceling a subscripti

• supabase · Skill

  Use this skill when developing applications with Supabase, running the Supabase CLI, designing migrations and RLS policies, testing database behavior, gene

• systematic-debugging · Skill

  4-phase root cause debugging protocol: understand bugs before fixing.

• tailscale · Skill

  Deploy and manage the self-hosted Tailscale/Headscale ecosystem: a

• technical-documentation · Skill

  Create and review technical documentation, including READMEs, agent-facing instructions, API references, and CLI help. Use when documentation must help som

• technology-radar · Skill

  Build and maintain technology radars for adoption, trial, assessment, and hold decisions, and choose proportionate architecture-governance paths for techno

• telemetry · Skill

  Operate the observability stack that deploys as one unit: Prometheus scrape configuration, recording and alerting rules, relabeling, retention, and high av

• tempest-cli · Skill

  Query hyper-local weather from a WeatherFlow Tempest station: current

• terraform · Skill

  Operate Terraform and OpenTofu across the whole infrastructure lifecycle: module structure, state backends and locking, plan/apply workflow, drift detectio

• three · Skill

  Build browser-based Three.js and WebGL scenes, animations, and interactive 3D visualizations with a small vanilla JavaScript starting point.

• tmdb-cli · Skill

  Search and discover movies, TV shows, and trending content via The Movie

• traefik · Skill

  Deploy, configure, and troubleshoot Traefik v3 reverse proxy — covers

• trakt · Skill

  Discover trending, anticipated, and popular movies and TV shows via the

• transistor · Skill

  Manage Transistor.fm podcast hosting from the terminal: view shows,

• travel-guide · Skill

  Create personalized, source-grounded travel dossiers from a destination, dates, duration, travelers, and constraints. Ask only the questions that change th

• vercel-eve · Skill

  Build, develop, deploy, self-host, secure, and troubleshoot durable backend AI agents with Vercel Eve. Use when creating an Eve agent, adding tools, skills

• verification-methodology · Skill

  Verify work against explicit criteria using direct, source-faithful evidence, reproducible checks, and clear verdicts. Use before declaring an artifact, im

• vllm · Skill

  Operate, configure, benchmark, and troubleshoot vLLM inference servers: Docker and Kubernetes deployment, quantization-aware model configuration (tensor pa

• web-accessibility · Skill

  Design, build, and review accessible web interfaces with native semantics, keyboard and focus behavior, forms and recovery, responsive input, motion, assis

• woodpecker-ci · Skill

  Operate Woodpecker CI from installation through production troubleshooting: configure servers and agents, connect Forgejo/Gitea or another forge, write and

• workflow-architect · Skill

  Discover your actual workflow through conversation or observation, then

• writers-helper · Skill

  Guide any writer, fiction or nonfiction, through the whole writing lifecycle: premise and planning, outlining and worldbuilding, research, drafting and fin

• yc-default-alive-calculator · Skill

  Evaluate whether a startup is on a trajectory to profitability before

• yc-weekly-growth-compass · Skill

  Paul Graham's "Startup = Growth" framework as an operational tool. Computes

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