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docs: move skill trigger table to reference (#95)

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Closes #87\n\nAI-assisted: yes (Jasper/Hermes Agent)
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@@ -87,80 +87,10 @@ If this is your first session with this repo, read these in order:
2. [README.md](README.md) — Skill index with descriptions. Use to discover which skill to load.
3. Individual skill `SKILL.md` files as triggered by the user's task.
## Skill Loading by Trigger
## Skill Routing
When the user mentions these keywords, load the corresponding skill:
Use each skill's `description` field as the primary routing source. For keyword lookup, see the [skill trigger index](references/skill-triggers.md).
| User says... | Load skill |
|---|---|
| "API design", "design an API", "API contract", "OpenAPI", "AsyncAPI", "GraphQL schema", "REST API", "RPC API", "webhook design", "event schema", "streaming API", "API versioning", "API deprecation", "API migration", "API compatibility", "idempotency key", "pagination design", "API error taxonomy" | [api-design-and-evolution](api-design-and-evolution/SKILL.md) |
| "build a CLI", "make a CLI tool", "agent-friendly CLI", "add --json flag" | [cli-builder](cli-builder/SKILL.md) |
| "SDD", "spec-driven development", "specification driven", "software factory", "spec first", "spec as code", "SPEC.md template", "write a spec for AI", "AI code generation pipeline", "acceptance criteria", "quality gates", "phase gate review", "BDD for AI", "OpenAPI first", "executable specification" | [spec-driven-development](spec-driven-development/SKILL.md) |
| "debug this", "root cause", "why is this broken", "fix this bug" | [systematic-debugging](systematic-debugging/SKILL.md) |
| "Docker Compose", "docker compose", "compose.yaml", "multi-container", "healthcheck", "Compose Watch", "Compose profiles", "Compose networks", "Compose volumes", "Compose secrets", "Compose override" | [docker-compose](docker-compose/SKILL.md) |
| "Woodpecker CI", "woodpecker", ".woodpecker.yml", ".woodpecker/", "Woodpecker agent", "Woodpecker pipeline", "Woodpecker secrets", "Woodpecker plugin", "Woodpecker backend", "Woodpecker build failure" | [woodpecker-ci](woodpecker-ci/SKILL.md) |
| "epub", "ebook", "EPUB file", "ebook format", "read epub", "write epub", "create ebook", "extract from epub", "epub to text", "edit epub", "repair epub", "convert epub2", "epub images", "batch epub", "ebook metadata" | [epub](epub/SKILL.md) |
| "ESP32", "ESP-IDF", "Arduino ESP32", "PlatformIO ESP32", "MicroPython ESP32", "CircuitPython ESP32", "ESPHome", "Zephyr ESP32", "Rust ESP32", "NuttX ESP32", "ESP32 firmware", "flash ESP32", "ESP32 GPIO", "ESP32 sensor", "ESP32 actuator", "ESP32 I2C", "ESP32 SPI", "ESP32 UART", "ESP32 OTA", "ESP32 brownout", "ESP32 bootloader" | [esp32-development](esp32-development/SKILL.md) |
| "gutenberg", "public domain", "download a book", "classic literature", "free ebook", "gutenberg.org", "project gutenberg", "PG", "gutendex" | [gutenberg](gutenberg/SKILL.md) |
| "self-hosted runner", "github actions runner", "CI runner", "set up a runner", "runner registration", "runner won't register", "autoscaling runners", "runner security", "runner group", "ARC", "Actions Runner Controller", "runner scale set", "myoung34/github-runner", "ephemeral runner", "just-in-time runner", "runner container image", "runner custom image", "runner network", "runner troubleshooting", "runner monitoring" | [github-runner](github-runner/SKILL.md) |
| "hugo theme", "hugo cms", "accessible theme", "wcag theme", "theme design", "theme accessibility", "theme UX", "design tokens", "css theme", "theme contrast", "responsive theme", "hugo template", "hugo pipes", "hugo module", "hugo shortcode", "render hook", "tailwindcss hugo", "hugo i18n", "hugo seo", "hugo output format", "hugo site", "hugo static site" | [hugo-theme](hugo-theme/SKILL.md) |
| "Jellyfin", "Jellyfin media server", "recently added movies", "recently added episodes", "media library", "JELLYFIN_API_KEY" | [jellyfin-cli](jellyfin-cli/SKILL.md) |
| "weather", "forecast", "temperature", "is it raining", "Tempest" | [tempest-cli](tempest-cli/SKILL.md) |
| "traefik", "reverse proxy", "load balancer", "API gateway", "Let's Encrypt", "ACME", "Docker routing", "traefik.yml", "entry point", "middleware", "TLS termination", "forward auth", "rate limit" | [traefik](traefik/SKILL.md) |
| "reverse-engineer", "understand this codebase", "PRD from code", "architecture document" | [software-architecture-analysis](software-architecture-analysis/SKILL.md) |
| "data architecture", "data platform", "data strategy", "data mesh", "governance" | [data-architect](data-architect/SKILL.md) |
| "de-spin", "is this spin", "propaganda", "misdirection", "true lies", "what is this leaving out", "misleading claim", "selective framing", "evidence theater", "separate what is true false complicated" | [de-spin](de-spin/SKILL.md) |
| "daily check-in", "day debrief", "conversational journaling", "grill me", "interview me about my life", "learn how I work", "what could an AI help me with", "personal AI boundaries", "proactive check-in", "daily life" | [daily-life-discovery](daily-life-discovery/SKILL.md) |
| "financial modeling", "unit economics", "CAC", "LTV", "CAC payback", "pricing strategy", "fundraising", "cap table", "term sheet", "ARR", "MRR", "churn", "NDR", "Rule of 40", "Magic Number" | [financial-modeling](financial-modeling/SKILL.md) |
| "statistical analysis", "experimental design", "A/B test", "hypothesis test", "power analysis", "causal inference", "regression", "Bayesian", "p-value", "effect size", "model selection", "machine learning methodology" | [data-scientist](data-scientist/SKILL.md) |
| "brand identity", "brand guidelines", "style guide", "brand card", "brand strategy", "visual identity", "brand documentation", "color palette", "brand book" | [brand-designer](brand-designer/SKILL.md) |
| "kanban", "WIP", "cycle time", "flow metrics", "Scrum to Kanban", "multi-portfolio", "throughput", "classes of service" | [kanban-guru](kanban-guru/SKILL.md) |
| "kubernetes", "k8s", "kubectl", "k3s", "RKE2", "MicroK8s", "k0s", "Talos", "OpenShift", "EKS", "AKS", "GKE", "Pod", "Deployment", "StatefulSet", "CRD", "RBAC", "NetworkPolicy", "Helm on Kubernetes", "cluster upgrade", "Kubernetes troubleshooting" | [kubernetes](kubernetes/SKILL.md) |
| "langgraph", "multi-agent", "state machine", "graph-based workflow", "LangGraph", "supervisor pattern", "swarm pattern", "agent orchestration", "graph state", "subgraph", "agent routing", "tool-calling loop", "agent loop", "stateful agent", "durable execution", "human in the loop langgraph", "checkpointer", "langgraph persistence" | [langgraph](langgraph/SKILL.md) |
| "Linear", "Linear API", "Linear issue", "Linear project", "Linear cycle", "Linear comment", "Linear document" | [linear](linear/SKILL.md) |
| "debate", "council", "multi-perspective", "structured debate", "get multiple perspectives", "expert panel", "decision landscape", "what would experts say", "what are we missing", "convergence", "false consensus", "agent-council", "pre-mortem" | [agent-council](agent-council/SKILL.md) |
| "skill format", "how do I make a skill", "agentskills.io" | [agent-skills](agent-skills/SKILL.md) |
| "Fireflies", "Fireflies.ai", "meeting transcripts", "meeting notes", "audio upload", "webhook verification", "AskFred", "AI meeting analytics" | [fireflies](fireflies/SKILL.md) |
| "flaresolverr-cli", "FlareSolverr session", "request.get", "request.post", "return-only-cookies" | [flaresolverr-cli](flaresolverr-cli/SKILL.md) |
| "Cloudflare challenge", "DDoS-GUARD", "browser-backed request" | [flaresolverr](flaresolverr/SKILL.md) |
| "Three.js", "three.js", "WebGL", "3D scene", "GLTF", "browser 3D" | [three](three/SKILL.md) |
| "last.fm", "scrobble", "music discovery", "listening history", "similar artists", "lastfm", "weekly top artists", "genre charts" | [lastfm](lastfm/SKILL.md) |
| "MeshCore Companion", "meshcore-packet-capture", "MeshCore packet capture", "BLE radio capture", "serial radio capture", "MeshCore MQTT", "LetsMesh", "PACKETCAPTURE_", "meshcore-packet-capture Docker", "MeshCore NixOS" | [meshcore-packet-capture](meshcore-packet-capture/SKILL.md) |
| "nous", "theia", "hermes brand", "brand identity", "style guide", "mascot", "anime style", "cyber-classical", "color palette reference" | [nous-branding](nous-branding/SKILL.md) |
| "okf", "open knowledge format", "knowledge bundle", "LLM wiki", "agent knowledge", "Google knowledge format", "markdown knowledge", "vendor-neutral knowledge", "create an OKF bundle", "validate OKF", "concept document", "knowledge format" | [open-knowledge-format](open-knowledge-format/SKILL.md) |
| "raleigh", "open data", "city of raleigh", "raleigh data", "crime data", "food inspections", "building permits", "arcgis", "public data", "raleighnc" | [raleigh](raleigh/SKILL.md) |
| "color management", "ICC profile", "sRGB", "CIELAB", "color space", "gamut", "working space", "well-behaved profile", "ArgyllCMS", "xicclu", "color difference", "dE", "soft proof", "display referred", "scene referred" | [color-management](color-management/SKILL.md) |
| "crowdsec", "CrowdSec", "IPS", "IDPS", "WAF", "intrusion prevention", "bouncer", "cscli", "appsec", "LAPI", "remediation component", "community blocklist", "fail2ban", "security engine" | [crowdsec](crowdsec/SKILL.md) |
| "open source", "contributing", "how to contribute", "submit a PR", "file an issue", "CONTRIBUTING.md", "bug report template", "PR template" | [opensource-contributions](opensource-contributions/SKILL.md) |
| "agent eval", "agent evaluation", "LLM eval", "LLM evals", "evaluation dataset", "grader calibration", "model judge", "trajectory review", "agent observability", "agent traces", "agent telemetry", "agent regression", "agent release gate", "privacy-aware telemetry", "prompt evaluation", "model testing" | [agent-evals-and-observability](agent-evals-and-observability/SKILL.md) |
| "pydanticai", "pydantic AI", "pydantic graph", "AI agent", "LLM agent", "agent framework", "function tool", "tool-using agent", "agent with tools", "agent with dependencies", "structured output", "streaming agent", "agent graph", "state machine graph", "GraphBuilder", "BaseNode", "multi-agent", "agent delegation", "TestModel", "FunctionModel", "capabilities" | [pydanticai](pydanticai/SKILL.md) |
| "product discovery", "stakeholder interview", "requirements discovery", "user research", "customer interview", "requirements gathering", "discovery phase", "stakeholder mapping", "interview guide", "discovery conversation", "transcript to spec", "requirements conflict", "what would have to be true", "pre-mortem", "laddering", "assumption busting" | [product-discovery](product-discovery/SKILL.md) |
| "product UX", "product design", "interaction design", "information architecture", "task flow", "user flow", "state model", "recovery path", "interface contract", "UX handoff", "usability study plan" | [product-design-and-ux](product-design-and-ux/SKILL.md) |
| "prioritize", "RICE", "MoSCoW", "opportunity solution tree", "decision log", "write a spec", "product spec", "PRD", "stakeholder communication", "executive brief", "feature prioritization", "backlog ranking", "release scope", "build vs buy", "product decision" | [product-methodology](product-methodology/SKILL.md) |
| "workflow", "figure out my workflow", "analyze my process", "what do I actually do", "catalog my workflow", "formalize my process", "workflow architect", "onboard me to my own process" | [workflow-architect](bundles/workflow-architect/SKILL.md) |
| "default alive", "default dead", "runway", "burn rate", "burn multiple", "financial projection", "startup finances", "cash on hand", "breakeven", "how long until", "profitability" | [yc-default-alive-calculator](yc-default-alive-calculator/SKILL.md) |
| "growth rate", "weekly growth", "monthly growth", "startup growth", "compound growth", "traction", "are we growing", "growth benchmark", "how fast should we grow", "YC growth", "product-market fit", "acceleration", "growth trajectory" | [yc-weekly-growth-compass](yc-weekly-growth-compass/SKILL.md) |
| "artifact-pyramids", "artifact pyramids" | [artifact-pyramids](artifact-pyramids/SKILL.md) |
| "chief of staff", "CoS", "executive office", "gatekeeping", "triage", "decision memo", "executive briefing", "board materials", "force multiplication", "leader effectiveness", "organizational sensing", "organizational radar", "team health", "institutional memory", "leadership transition", "calendar triage", "meeting audit", "strategic time", "attention allocation" | [chief-of-staff-methodology](chief-of-staff-methodology/SKILL.md) |
| "site-reliability-engineering", "site reliability engineering" | [site-reliability-engineering](site-reliability-engineering/SKILL.md) |
| "research and vault", "research-to-notes", "research to durable note", "research extraction and vault", "research-to-note pipeline" | [research-and-vault](bundles/research-and-vault/SKILL.md) |
| "research-methodology", "research methodology" | [research-methodology](research-methodology/SKILL.md) |
| "remote system administration", "remote administration", "remote SSH", "SSH administration", "Ansible administration", "Paramiko automation", "remote Linux", "remote FreeBSD", "remote NetBSD", "remote OpenBSD", "remote macOS", "remote service", "remote firewall", "remote package update", "fleet administration", "fleet rollout", "remote launchctl", "remote rcctl", "remote systemctl" | [remote-systems-administration](remote-systems-administration/SKILL.md) |
| "restic", "restic backup", "restic repository", "restic restore", "restic prune", "restic forget", "restic check", "restic snapshots", "encrypted backup", "backup retention", "restore drill", "backup integrity", "repository lock", "S3 backup", "SFTP backup" | [restic](restic/SKILL.md) |
| "technical-documentation", "technical documentation" | [technical-documentation](technical-documentation/SKILL.md) |
| "secure software engineering", "build securely", "secure by design", "security requirements", "security acceptance criteria", "threat model this design", "secure code review", "secure defaults", "authorization design", "multi-tenant isolation", "release evidence", "SBOM", "software supply chain", "AI security", "LLM security", "prompt injection", "tool authorization", "RAG security" | [secure-software-engineering](secure-software-engineering/SKILL.md) |
| "security-audit-methodology", "security audit methodology" | [security-audit-methodology](security-audit-methodology/SKILL.md) |
| "mermaid-diagrams", "mermaid diagrams" | [mermaid-diagrams](mermaid-diagrams/SKILL.md) |
| "adr-authoring", "adr authoring" | [adr-authoring](adr-authoring/SKILL.md) |
| "c4-diagramming", "c4 diagramming" | [c4-diagramming](c4-diagramming/SKILL.md) |
| "technology-radar", "technology radar" | [technology-radar](technology-radar/SKILL.md) |
| "strategy", "strategic planning", "OKRs", "strategic narrative", "Five Forces", "Blue Ocean", "competitive positioning", "moat", "Ansoff", "Three Horizons", "market entry", "capital allocation", "M&A evaluation", "BCG Matrix", "portfolio management" | [strategy-frameworks](strategy-frameworks/SKILL.md) |
| "Supabase", "Supabase CLI", "supabase start", "supabase migration", "Supabase Auth", "Supabase RLS", "Supabase Storage", "Supabase Realtime", "Edge Functions", "self-host Supabase", "self-hosted Supabase", "Supabase Docker", "Supabase backup", "Supabase restore", "Supabase upgrade" | [supabase](supabase/SKILL.md) |
| "Vercel Eve", "eve agent", "eve dev", "eve build", "eve start", "Eve self-hosting", "durable Eve session", "Eve sandbox", "Eve Workflow", "Eve subagent", "Eve agent skills", "Eve deployment", "Eve reverse proxy" | [vercel-eve](vercel-eve/SKILL.md) |
| "smallest safe intervention", "evidence ledger", "change contract", "prove it worked", "verify at the boundary", "delivery discipline", "SDLC workflow", "did this actually work", "audit trail", "stop and escalate", "neckbeard" | [neckbeard](bundles/neckbeard/SKILL.md) |
| "verification-methodology", "verification methodology" | [verification-methodology](verification-methodology/SKILL.md) |
| "accessibility", "a11y", "WCAG", "ARIA", "accessible name", "screen reader", "keyboard navigation", "focus management", "focus trap", "dialog", "modal", "combobox", "listbox", "accessible form", "form validation", "error recovery", "accessible authentication", "color contrast", "reduced motion", "target size", "accessibility testing" | [web-accessibility](web-accessibility/SKILL.md) |
| "seo-audit", "seo audit" | [seo-audit](seo-audit/SKILL.md) |
## Use-When Sections
Every skill description must identify when to load it. Skills with meaningful overlap should also include a `## When not to use` section naming the nearest alternative or prerequisite. Keep these sections trigger-oriented and concise; implementation details belong in references.
references/skill-triggers.md
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# Skill Trigger Index
Each skill's `description` field is the canonical routing contract. This convenience index maps common user phrases to the corresponding skill for quick lookup.
| User says... | Load skill |
|---|---|
| "API design", "design an API", "API contract", "OpenAPI", "AsyncAPI", "GraphQL schema", "REST API", "RPC API", "webhook design", "event schema", "streaming API", "API versioning", "API deprecation", "API migration", "API compatibility", "idempotency key", "pagination design", "API error taxonomy" | [api-design-and-evolution](../api-design-and-evolution/SKILL.md) |
| "build a CLI", "make a CLI tool", "agent-friendly CLI", "add --json flag" | [cli-builder](../cli-builder/SKILL.md) |
| "SDD", "spec-driven development", "specification driven", "software factory", "spec first", "spec as code", "SPEC.md template", "write a spec for AI", "AI code generation pipeline", "acceptance criteria", "quality gates", "phase gate review", "BDD for AI", "OpenAPI first", "executable specification" | [spec-driven-development](../spec-driven-development/SKILL.md) |
| "debug this", "root cause", "why is this broken", "fix this bug" | [systematic-debugging](../systematic-debugging/SKILL.md) |
| "Docker Compose", "docker compose", "compose.yaml", "multi-container", "healthcheck", "Compose Watch", "Compose profiles", "Compose networks", "Compose volumes", "Compose secrets", "Compose override" | [docker-compose](../docker-compose/SKILL.md) |
| "Woodpecker CI", "woodpecker", ".woodpecker.yml", ".woodpecker/", "Woodpecker agent", "Woodpecker pipeline", "Woodpecker secrets", "Woodpecker plugin", "Woodpecker backend", "Woodpecker build failure" | [woodpecker-ci](../woodpecker-ci/SKILL.md) |
| "epub", "ebook", "EPUB file", "ebook format", "read epub", "write epub", "create ebook", "extract from epub", "epub to text", "edit epub", "repair epub", "convert epub2", "epub images", "batch epub", "ebook metadata" | [epub](../epub/SKILL.md) |
| "ESP32", "ESP-IDF", "Arduino ESP32", "PlatformIO ESP32", "MicroPython ESP32", "CircuitPython ESP32", "ESPHome", "Zephyr ESP32", "Rust ESP32", "NuttX ESP32", "ESP32 firmware", "flash ESP32", "ESP32 GPIO", "ESP32 sensor", "ESP32 actuator", "ESP32 I2C", "ESP32 SPI", "ESP32 UART", "ESP32 OTA", "ESP32 brownout", "ESP32 bootloader" | [esp32-development](../esp32-development/SKILL.md) |
| "gutenberg", "public domain", "download a book", "classic literature", "free ebook", "gutenberg.org", "project gutenberg", "PG", "gutendex" | [gutenberg](../gutenberg/SKILL.md) |
| "self-hosted runner", "github actions runner", "CI runner", "set up a runner", "runner registration", "runner won't register", "autoscaling runners", "runner security", "runner group", "ARC", "Actions Runner Controller", "runner scale set", "myoung34/github-runner", "ephemeral runner", "just-in-time runner", "runner container image", "runner custom image", "runner network", "runner troubleshooting", "runner monitoring" | [github-runner](../github-runner/SKILL.md) |
| "hugo theme", "hugo cms", "accessible theme", "wcag theme", "theme design", "theme accessibility", "theme UX", "design tokens", "css theme", "theme contrast", "responsive theme", "hugo template", "hugo pipes", "hugo module", "hugo shortcode", "render hook", "tailwindcss hugo", "hugo i18n", "hugo seo", "hugo output format", "hugo site", "hugo static site" | [hugo-theme](../hugo-theme/SKILL.md) |
| "Jellyfin", "Jellyfin media server", "recently added movies", "recently added episodes", "media library", "JELLYFIN_API_KEY" | [jellyfin-cli](../jellyfin-cli/SKILL.md) |
| "weather", "forecast", "temperature", "is it raining", "Tempest" | [tempest-cli](../tempest-cli/SKILL.md) |
| "traefik", "reverse proxy", "load balancer", "API gateway", "Let's Encrypt", "ACME", "Docker routing", "traefik.yml", "entry point", "middleware", "TLS termination", "forward auth", "rate limit" | [traefik](../traefik/SKILL.md) |
| "reverse-engineer", "understand this codebase", "PRD from code", "architecture document" | [software-architecture-analysis](../software-architecture-analysis/SKILL.md) |
| "data architecture", "data platform", "data strategy", "data mesh", "governance" | [data-architect](../data-architect/SKILL.md) |
| "de-spin", "is this spin", "propaganda", "misdirection", "true lies", "what is this leaving out", "misleading claim", "selective framing", "evidence theater", "separate what is true false complicated" | [de-spin](../de-spin/SKILL.md) |
| "daily check-in", "day debrief", "conversational journaling", "grill me", "interview me about my life", "learn how I work", "what could an AI help me with", "personal AI boundaries", "proactive check-in", "daily life" | [daily-life-discovery](../daily-life-discovery/SKILL.md) |
| "financial modeling", "unit economics", "CAC", "LTV", "CAC payback", "pricing strategy", "fundraising", "cap table", "term sheet", "ARR", "MRR", "churn", "NDR", "Rule of 40", "Magic Number" | [financial-modeling](../financial-modeling/SKILL.md) |
| "statistical analysis", "experimental design", "A/B test", "hypothesis test", "power analysis", "causal inference", "regression", "Bayesian", "p-value", "effect size", "model selection", "machine learning methodology" | [data-scientist](../data-scientist/SKILL.md) |
| "brand identity", "brand guidelines", "style guide", "brand card", "brand strategy", "visual identity", "brand documentation", "color palette", "brand book" | [brand-designer](../brand-designer/SKILL.md) |
| "kanban", "WIP", "cycle time", "flow metrics", "Scrum to Kanban", "multi-portfolio", "throughput", "classes of service" | [kanban-guru](../kanban-guru/SKILL.md) |
| "kubernetes", "k8s", "kubectl", "k3s", "RKE2", "MicroK8s", "k0s", "Talos", "OpenShift", "EKS", "AKS", "GKE", "Pod", "Deployment", "StatefulSet", "CRD", "RBAC", "NetworkPolicy", "Helm on Kubernetes", "cluster upgrade", "Kubernetes troubleshooting" | [kubernetes](../kubernetes/SKILL.md) |
| "langgraph", "multi-agent", "state machine", "graph-based workflow", "LangGraph", "supervisor pattern", "swarm pattern", "agent orchestration", "graph state", "subgraph", "agent routing", "tool-calling loop", "agent loop", "stateful agent", "durable execution", "human in the loop langgraph", "checkpointer", "langgraph persistence" | [langgraph](../langgraph/SKILL.md) |
| "Linear", "Linear API", "Linear issue", "Linear project", "Linear cycle", "Linear comment", "Linear document" | [linear](../linear/SKILL.md) |
| "debate", "council", "multi-perspective", "structured debate", "get multiple perspectives", "expert panel", "decision landscape", "what would experts say", "what are we missing", "convergence", "false consensus", "agent-council", "pre-mortem" | [agent-council](../agent-council/SKILL.md) |
| "skill format", "how do I make a skill", "agentskills.io" | [agent-skills](../agent-skills/SKILL.md) |
| "Fireflies", "Fireflies.ai", "meeting transcripts", "meeting notes", "audio upload", "webhook verification", "AskFred", "AI meeting analytics" | [fireflies](../fireflies/SKILL.md) |
| "flaresolverr-cli", "FlareSolverr session", "request.get", "request.post", "return-only-cookies" | [flaresolverr-cli](../flaresolverr-cli/SKILL.md) |
| "Cloudflare challenge", "DDoS-GUARD", "browser-backed request" | [flaresolverr](../flaresolverr/SKILL.md) |
| "Three.js", "three.js", "WebGL", "3D scene", "GLTF", "browser 3D" | [three](../three/SKILL.md) |
| "last.fm", "scrobble", "music discovery", "listening history", "similar artists", "lastfm", "weekly top artists", "genre charts" | [lastfm](../lastfm/SKILL.md) |
| "MeshCore Companion", "meshcore-packet-capture", "MeshCore packet capture", "BLE radio capture", "serial radio capture", "MeshCore MQTT", "LetsMesh", "PACKETCAPTURE_", "meshcore-packet-capture Docker", "MeshCore NixOS" | [meshcore-packet-capture](../meshcore-packet-capture/SKILL.md) |
| "nous", "theia", "hermes brand", "brand identity", "style guide", "mascot", "anime style", "cyber-classical", "color palette reference" | [nous-branding](../nous-branding/SKILL.md) |
| "okf", "open knowledge format", "knowledge bundle", "LLM wiki", "agent knowledge", "Google knowledge format", "markdown knowledge", "vendor-neutral knowledge", "create an OKF bundle", "validate OKF", "concept document", "knowledge format" | [open-knowledge-format](../open-knowledge-format/SKILL.md) |
| "raleigh", "open data", "city of raleigh", "raleigh data", "crime data", "food inspections", "building permits", "arcgis", "public data", "raleighnc" | [raleigh](../raleigh/SKILL.md) |
| "color management", "ICC profile", "sRGB", "CIELAB", "color space", "gamut", "working space", "well-behaved profile", "ArgyllCMS", "xicclu", "color difference", "dE", "soft proof", "display referred", "scene referred" | [color-management](../color-management/SKILL.md) |
| "crowdsec", "CrowdSec", "IPS", "IDPS", "WAF", "intrusion prevention", "bouncer", "cscli", "appsec", "LAPI", "remediation component", "community blocklist", "fail2ban", "security engine" | [crowdsec](../crowdsec/SKILL.md) |
| "open source", "contributing", "how to contribute", "submit a PR", "file an issue", "CONTRIBUTING.md", "bug report template", "PR template" | [opensource-contributions](../opensource-contributions/SKILL.md) |
| "agent eval", "agent evaluation", "LLM eval", "LLM evals", "evaluation dataset", "grader calibration", "model judge", "trajectory review", "agent observability", "agent traces", "agent telemetry", "agent regression", "agent release gate", "privacy-aware telemetry", "prompt evaluation", "model testing" | [agent-evals-and-observability](../agent-evals-and-observability/SKILL.md) |
| "pydanticai", "pydantic AI", "pydantic graph", "AI agent", "LLM agent", "agent framework", "function tool", "tool-using agent", "agent with tools", "agent with dependencies", "structured output", "streaming agent", "agent graph", "state machine graph", "GraphBuilder", "BaseNode", "multi-agent", "agent delegation", "TestModel", "FunctionModel", "capabilities" | [pydanticai](../pydanticai/SKILL.md) |
| "product discovery", "stakeholder interview", "requirements discovery", "user research", "customer interview", "requirements gathering", "discovery phase", "stakeholder mapping", "interview guide", "discovery conversation", "transcript to spec", "requirements conflict", "what would have to be true", "pre-mortem", "laddering", "assumption busting" | [product-discovery](../product-discovery/SKILL.md) |
| "product UX", "product design", "interaction design", "information architecture", "task flow", "user flow", "state model", "recovery path", "interface contract", "UX handoff", "usability study plan" | [product-design-and-ux](../product-design-and-ux/SKILL.md) |
| "prioritize", "RICE", "MoSCoW", "opportunity solution tree", "decision log", "write a spec", "product spec", "PRD", "stakeholder communication", "executive brief", "feature prioritization", "backlog ranking", "release scope", "build vs buy", "product decision" | [product-methodology](../product-methodology/SKILL.md) |
| "workflow", "figure out my workflow", "analyze my process", "what do I actually do", "catalog my workflow", "formalize my process", "workflow architect", "onboard me to my own process" | [workflow-architect](../bundles/workflow-architect/SKILL.md) |
| "default alive", "default dead", "runway", "burn rate", "burn multiple", "financial projection", "startup finances", "cash on hand", "breakeven", "how long until", "profitability" | [yc-default-alive-calculator](../yc-default-alive-calculator/SKILL.md) |
| "growth rate", "weekly growth", "monthly growth", "startup growth", "compound growth", "traction", "are we growing", "growth benchmark", "how fast should we grow", "YC growth", "product-market fit", "acceleration", "growth trajectory" | [yc-weekly-growth-compass](../yc-weekly-growth-compass/SKILL.md) |
| "artifact-pyramids", "artifact pyramids" | [artifact-pyramids](../artifact-pyramids/SKILL.md) |
| "chief of staff", "CoS", "executive office", "gatekeeping", "triage", "decision memo", "executive briefing", "board materials", "force multiplication", "leader effectiveness", "organizational sensing", "organizational radar", "team health", "institutional memory", "leadership transition", "calendar triage", "meeting audit", "strategic time", "attention allocation" | [chief-of-staff-methodology](../chief-of-staff-methodology/SKILL.md) |
| "site-reliability-engineering", "site reliability engineering" | [site-reliability-engineering](../site-reliability-engineering/SKILL.md) |
| "research and vault", "research-to-notes", "research to durable note", "research extraction and vault", "research-to-note pipeline" | [research-and-vault](../bundles/research-and-vault/SKILL.md) |
| "research-methodology", "research methodology" | [research-methodology](../research-methodology/SKILL.md) |
| "remote system administration", "remote administration", "remote SSH", "SSH administration", "Ansible administration", "Paramiko automation", "remote Linux", "remote FreeBSD", "remote NetBSD", "remote OpenBSD", "remote macOS", "remote service", "remote firewall", "remote package update", "fleet administration", "fleet rollout", "remote launchctl", "remote rcctl", "remote systemctl" | [remote-systems-administration](../remote-systems-administration/SKILL.md) |
| "restic", "restic backup", "restic repository", "restic restore", "restic prune", "restic forget", "restic check", "restic snapshots", "encrypted backup", "backup retention", "restore drill", "backup integrity", "repository lock", "S3 backup", "SFTP backup" | [restic](../restic/SKILL.md) |
| "technical-documentation", "technical documentation" | [technical-documentation](../technical-documentation/SKILL.md) |
| "secure software engineering", "build securely", "secure by design", "security requirements", "security acceptance criteria", "threat model this design", "secure code review", "secure defaults", "authorization design", "multi-tenant isolation", "release evidence", "SBOM", "software supply chain", "AI security", "LLM security", "prompt injection", "tool authorization", "RAG security" | [secure-software-engineering](../secure-software-engineering/SKILL.md) |
| "security-audit-methodology", "security audit methodology" | [security-audit-methodology](../security-audit-methodology/SKILL.md) |
| "mermaid-diagrams", "mermaid diagrams" | [mermaid-diagrams](../mermaid-diagrams/SKILL.md) |
| "adr-authoring", "adr authoring" | [adr-authoring](../adr-authoring/SKILL.md) |
| "c4-diagramming", "c4 diagramming" | [c4-diagramming](../c4-diagramming/SKILL.md) |
| "technology-radar", "technology radar" | [technology-radar](../technology-radar/SKILL.md) |
| "strategy", "strategic planning", "OKRs", "strategic narrative", "Five Forces", "Blue Ocean", "competitive positioning", "moat", "Ansoff", "Three Horizons", "market entry", "capital allocation", "M&A evaluation", "BCG Matrix", "portfolio management" | [strategy-frameworks](../strategy-frameworks/SKILL.md) |
| "Supabase", "Supabase CLI", "supabase start", "supabase migration", "Supabase Auth", "Supabase RLS", "Supabase Storage", "Supabase Realtime", "Edge Functions", "self-host Supabase", "self-hosted Supabase", "Supabase Docker", "Supabase backup", "Supabase restore", "Supabase upgrade" | [supabase](../supabase/SKILL.md) |
| "Vercel Eve", "eve agent", "eve dev", "eve build", "eve start", "Eve self-hosting", "durable Eve session", "Eve sandbox", "Eve Workflow", "Eve subagent", "Eve agent skills", "Eve deployment", "Eve reverse proxy" | [vercel-eve](../vercel-eve/SKILL.md) |
| "smallest safe intervention", "evidence ledger", "change contract", "prove it worked", "verify at the boundary", "delivery discipline", "SDLC workflow", "did this actually work", "audit trail", "stop and escalate", "neckbeard" | [neckbeard](../bundles/neckbeard/SKILL.md) |
| "verification-methodology", "verification methodology" | [verification-methodology](../verification-methodology/SKILL.md) |
| "accessibility", "a11y", "WCAG", "ARIA", "accessible name", "screen reader", "keyboard navigation", "focus management", "focus trap", "dialog", "modal", "combobox", "listbox", "accessible form", "form validation", "error recovery", "accessible authentication", "color contrast", "reduced motion", "target size", "accessibility testing" | [web-accessibility](../web-accessibility/SKILL.md) |
| "seo-audit", "seo audit" | [seo-audit](../seo-audit/SKILL.md) |