Tools & Automation

CLI tools, utilities, converters, workflow automation, and productivity helpers

skills in category: 47,638
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Showing 5,857–5,880 of 47,638 skills

Operator Surface Authority DesignerADecide which single operator surface — Scout, FleetBar, or pd-console — owns each capability by its distance-from-work (intake/ambient/deep), and audit that placement for authority spread, unenforceable controls, evidence overflow into FleetBar, and hot/cool bus-subscription mismatches. Use when placing a new capability on one of Agent Harbor's three operator surfaces, reconciling a mockup that duplicates a capability across two surfaces, or auditing an existing operator-surface spec before i...toolsgoshellVotes: 0GitHub stars: 2
Openai DocsAUse for Codex models/pricing, scheduled tasks, skills, settings, setup, troubleshooting, customization, automations, and self-knowledge—including 'you,' 'your,' 'this app,' or 'this coding agent' when they refer to Codex—and for OpenAI APIs/products and ChatGPT Work. Also use for model choice/migration, prompting, SDKs, Responses, Realtime, agents, evals, and Chat/Work/Codex comparisons. Do not use for generic app/software tasks that merely mention Codex.toolsshelltestingVotes: 0GitHub stars: 2
Ongaro Ousterhout 2014 RaftAApply Raft's design principles for building understandable, reliable distributed and multi-agent systemstoolsrustgoVotes: 0GitHub stars: 2
Observability Absences AuditAAudit a service or daemon for observability ABSENCES — what should be logged, audited, or alarmed but isn't — across security trails, coordination integrity, resource self-monitoring, failure visibility, and request/actor/tenant correlation. Use when reviewing a multi-tenant coordination service before dogfooding or GA, when tenant_id or a requestId is missing from logs, or when a defined event enum never fires (a silent event). Keywords: observability gap, missing audit log, no tenant_id, si...toolsgosqlVotes: 0GitHub stars: 2
Normative Bdi AgentsAA framework for building rational agents that can recognize, evaluate, and selectively adopt norms while resolving conflicts through consequence-based reasoning. Enables agents to make principled decisions when rules, obligations, and goals are mutually incompatible.toolspythongoVotes: 0GitHub stars: 2
Normative Bdi Agent ArchitectureAApply normative BDI reasoning to agents that must detect norms, choose which commitments to internalize, and resolve conflicts by comparing consequences. Use when obligations, prohibitions, or policies collide in autonomous systems. NOT for simple fixed-priority rules, pure constraint satisfaction, or domains where no real normative conflict exists.toolsgodebuggingVotes: 0GitHub stars: 2
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Node Memory Leak HuntingAUse when a Node.js process is growing memory unbounded in production, hits OOM, restarts on schedule, or shows monotonic RSS in Grafana. Triggers: heap snapshot diff (Comparison mode in Chrome DevTools), v8.writeHeapSnapshot, --heapsnapshot-signal=SIGUSR2, clinic doctor / clinic heap, Allocation sampling vs Allocation instrumentation timeline, --max-old-space-size, retainers / dominators, EventEmitter listener leak, closures over big objects, Buffer.allocUnsafe, intern caches that never evict...toolspythonrustVotes: 0GitHub stars: 2
Nisan Et Al 2007 Algorithmic Game TheoryAFrame a computational mechanism-design or equilibrium question using the Algorithmic Game Theory literature: private information, allocation, payments, incentive compatibility, efficiency, and computation. Use for a literature-grounded analysis, not for automatic prescription of VCG, proportional allocation, reputation, or an equilibrium algorithm. NOT for advisory file-claim games without payments (game-theoretic-agent-incentives).toolsrustgoVotes: 0GitHub stars: 2
Next MoveAPredicts the highest-impact next action for your project by running a 5-agent meta-DAG pipeline. Gathers project signals automatically (git, recent files, port-daddy, CLAUDE.md), then runs sensemaker -> decomposer -> skill-selector + premortem -> synthesizer. When execution is approved, convert each predicted node into a skillful node prompt using skillful-node-prompt + skillful-subagent-creator, prefer live Jury-rig visualization backed by POST /api/execute and /ws/execution/:id, and fall ba...toolsgobashVotes: 0GitHub stars: 2
Ndm Law EnforcementAApplication of naturalistic decision-making research to law enforcement expertise and field decisionstoolsgoawsVotes: 0GitHub stars: 2
Ndm Decision ModelsAModels of naturalistic decision-making including recognition-primed decisions, sensemaking, and mental simulationtoolsgoawsVotes: 0GitHub stars: 2
Nau Au Kuter 2003 Shop2ASHOP2 hierarchical task network planner for automated planning through recursive task decompositiontoolsgoreactVotes: 0GitHub stars: 2
Naturalistic InsightAResearch on how insights and creative solutions emerge naturally during problem-solving and expertisetoolsrustgoVotes: 0GitHub stars: 2
Naturalistic Decision MakingAField-based research methodology studying expert decision-making in real-world high-stakes environmentstoolsgorailsVotes: 0GitHub stars: 2
Native App DesignerACreates breathtaking iOS/Mac and web apps with organic, non-AI aesthetic. Expert in SwiftUI, React animations, physics-based motion, and human-crafted design. Use for iOS/Mac app UI, React/Vue animations, native-feel web apps, physics-based motion design. Activate on "SwiftUI", "iOS app", "native app", "React animation", "motion design", "UIKit", "physics animation". NOT for backend logic or API design (a non-visual backend concern), simple static sites (use web-design-expert), or design-syst...toolsjavascriptrustVotes: 0GitHub stars: 2
National Expungement ExpertADeep expertise in criminal record expungement laws across all 50 US states and DC. Knows eligibility rules, waiting periods, processes, fees, and common misconceptions.toolsgoawsVotes: 0GitHub stars: 2
Nano Banana Image GenAGenerate images with Google's Nano Banana family (Gemini 2.5 Flash Image, Nano Banana 2, Nano Banana Pro) using character and style references. Use when the user mentions "nano banana", "gemini image", any "gemini-*-image*" model id, character consistency for image generation, style transfer with Gemini, or multi-reference image composition. NOT for Ideogram (use existing Ideogram scripts), Qwen on Apple Silicon (see ~/.claude/QWEN_IMAGE_GUIDE.md), generic prompt engineering, or non-image Gem...toolspythongoVotes: 0GitHub stars: 2
Multi Agent Authoring Product BarADefine and measure the product-quality bar a multi-agent authoring tool must clear before its own makers reach for it over Claude Code or Codex for real work — table-stakes parity on the single-agent loop, real (non-Potemkin) coordination differentiators, and an honest dogfood-retention signal. Use when auditing whether a swarm/console feature is ready to replace an incumbent, sequencing roadmap between inner-loop parity and coordination-plane work, or reviewing a "we dogfood our own tool" cl...toolsgobashVotes: 0GitHub stars: 2
Metal Text PipelineADecide HOW LOW to go for a bare-metal 2D/text rendering pipeline on Apple GPUs, and pay the right costs. Covers the layered choice — pure objc2-metal + hand-written MSL (own command queue, glyph atlas, frame pacing) vs wgpu (Metal under the hood, cross-platform) vs Vello-on-wgpu (compute vector renderer you don't have to write) — plus CAMetalLayer/CADisplayLink frame pacing, ProMotion 120Hz, the glyph-atlas / signed-distance-field text problem, CPU-GPU sync, and honest cost accounting of "pur...toolsrustgoVotes: 0GitHub stars: 2
Metal Shader ExpertA20 years Weta/Pixar experience in real-time graphics, Metal shaders, and visual effects. Expert in MSL shaders, PBR rendering, tile-based deferred rendering (TBDR), and GPU debugging. Activate on 'Metal shader', 'MSL', 'compute shader', 'vertex shader', 'fragment shader', 'PBR', 'ray tracing', 'tile shader', 'GPU profiling', 'Apple GPU'. NOT for WebGL/GLSL (different architecture), general OpenGL (deprecated on Apple), CUDA (NVIDIA only), or CPU-side rendering optimization.toolsrustgoVotes: 0GitHub stars: 2
Mcp Trust BrokerAVet a third-party MCP server before it can run: install-card completeness (manifest, provenance, permission label, health check, disable/repair/uninstall, usage trace), signature verification, least-privilege capability mapping, a sandbox smoke test, quarantine-until-reviewed, and team allow/approve/block policy. Use when a new MCP server is discovered or proposed for the fleet's tool palette, when a server requests to exit quarantine and run for real, or when auditing whether an MCP install ...toolsrustgoVotes: 0GitHub stars: 2
Mcp Server DesignCUse when designing, building, or debugging a Model Context Protocol (MCP) server in Node/TypeScript. Triggers: stdio JSON-RPC handshake, tool descriptions as discovery surface, lazy startup vs eager catalog loading, telemetry placement, schema design for tool inputs (zod), tool naming conventions for discoverability, error handling that does not leak stack traces, MCP client compatibility (Claude Desktop, Claude Code, Cursor), local resource fetching, secrets and env var handling, distributin...toolstypescriptgoVotes: 0GitHub stars: 2
Manager Driven Team OrchestratorADesigns and audits bounded manager-led synthesis over frozen evidence packets, with independent positions, reciprocal steel-man review, durable dissent, correction tickets, and fresh engineering, product, and design beats. Use for constitutional or architecture conventions. NOT for spawning agents, running teams, selecting runtime topology, managing people, fixed writer-reviewer workflows, or manager self-approval.toolsrustgoVotes: 0GitHub stars: 2
Macos Launchd SupervisionBAuthor correct macOS launchd plists for long-lived local daemons and design the EXTERNAL supervision-integrity check that catches what KeepAlive cannot self-heal: the supervising job itself getting unloaded. Use when writing or reviewing a LaunchAgent/LaunchDaemon plist, debugging a daemon that "silently died" after a brew upgrade or logout, choosing LaunchAgent vs LaunchDaemon, or fixing launchd's minimal-PATH "command not found" failures. NOT for systemd/Linux unit files, Windows services, ...toolsrustgoVotes: 0GitHub stars: 2