Menu
Skills in this repository
SkillsMP has collected 161 skills from DreamLab-AI/agentbox. Open a skill to review its source and details.
DreamLab-AI/agentboxShowing 40 of 161 collected skills.
Drive LichtFeld Studio (native C++/CUDA 3D Gaussian Splatting workstation) via its built-in MCP server. Use when training, rendering, editing, or exporting 3D Gaussian Splats, or converting video into a COLMAP dataset for splat training.
Build VR/AR apps for Meta Quest (2/3/3S/Pro) — WebXR in the browser and Quest-native spatial apps. Use when building immersive WebXR with Three.js or React Three Fiber, mixed reality with passthrough, hand tracking, spatial anchors, plane/mesh detection,…
Evaluate systems, architectures, and strategies through the entropy (decay) vs negentropy (growth) lens, surfacing tacit-knowledge gaps and unstated assumptions. Use when making or reviewing an architecture decision, evaluating a system design or technical…
Author and export the Logseq mainKnowledgeGraph ontology to OWL2 DL Turtle for WebVOWL/VisionClaw. Use when writing or fixing OntologyBlock entries, generating or debugging output/ontology.ttl, sanitizing IRI local names or literals, resolving Turtle…
Validate and enrich the Logseq mainKnowledgeGraph ontology and generate WebVOWL-ready TTL. Use when fixing source-domain prefixes (ai/bc/mv/rb/tc/ngm), regenerating output/ontology.ttl, debugging WebVOWL 'prefix not bound' or bad-syntax parse errors, checking…
Wrap outbound fetch with a transparent HTTP 402 detect-classify-pay-retry loop so a skill or adapter can call cost-gated external resources without inline payment logic. Use when a request may return 402 Payment Required, when calling metered/paid APIs…
Performance analysis, bottleneck detection, and optimisation for Claude Flow swarms. Use when profiling swarm performance, diagnosing slow agents, or tuning topology and resource allocation.
Live web research through Perplexity's closed synthesis engine — structured web results, deep multi-step investigations with reasoning, and quick sonar answers. Use when you need authoritative primary sources (gov/academic), academic citation discovery, or UK…
PRD to complete documentation in a single command. Use when you have a PRD and need specs, DDD domain model, ADRs, and an implementation plan generated from it.
First-principles architecture and UI/UX guidance for building genuinely new software rather than derivative "X-but-for-Y" work. Use when designing or architecting a feature, choosing a stack or framework, reviewing a design, or in strategy discussions — to…
SPARC — a systematic 5-phase development lifecycle (Specification, Pseudocode, Architecture, Refinement, Completion) run through Claude Flow multi-agent orchestration. Use when driving a feature from spec through review and deployment with coordinated agents,…
Stream-JSON chaining for sequential multi-agent pipelines and data transformation. Use when step N's output must feed step N+1's input (build->test->optimise, extract->transform->validate). Not for parallel swarms or GitHub CI.
Correct typographic detail — curly quotes, en/em dashes, single spacing, hierarchy, line length, and layout — in generated or reviewed UI code. Use when writing or auditing HTML/CSS/React/JSX that renders visible text, or when making an interface's type read…
Plan UK ground-mounted (utility-scale) solar farms end-to-end: site suitability, tilt and inter-row spacing, array capacity and annual yield, 3D layout with shadow review, generation forecasting, and DNO grid-connection feasibility. Use whenever a task…
Truth scoring, code-quality verification, and verification-gated automatic rollback for agent and file output via claude-flow. Use when you need confidence scores on agent output, rollback safety checks, or lightweight truth verification without the full…
Use when the user asks where their Claude Code usage/tokens are going, is burning through their plan unexpectedly fast, hitting limits, or wants a breakdown of Claude Code activity. Produces a COMPREHENSIVE usage report from local session transcripts: tokens…
Meta-skill for driving Blender via BlenderMCP: 3D modelling (box, hard-surface, boolean), digital sculpting, PBR material authoring, lighting, rendering, and scene assembly. Claude writes and runs bpy Python (execute_code), screenshots the viewport, inspects,…
Expand and analyze URLs using Google Gemini 2.5 Flash URL Context API. Efficiently fetches, summarizes, and extracts information from up to 20 URLs per request with grounding metadata and source citations. Use when analysing or summarising specific URLs using…
Cryptographically sign PDFs (invoices, contracts, letters, forms) with open-source tooling — pyHanko applying a PAdES/eIDAS-aligned digital signature plus an optional visible signature panel. TRIGGER when the user asks to "digitally sign", "e-sign", "add a…
Opinionated playbook and current reference for building full-stack web apps in Leptos (the Rust fine-grained-reactive framework). Use whenever the task involves Leptos: writing or editing components and the view! macro, signals/memos/effects, server functions…
Create new Claude Code Skills with proper YAML frontmatter, progressive disclosure structure, and complete directory organisation. Use when you need to build custom skills for specific workflows, generate skill templates, or understand the Claude Skills…
Empirically optimize any existing Claude skill against a measurable reward signal using a closed SkillOpt loop (rollout → reflect → aggregate → select → evaluate) plus a noise-robust held-out A/B comparator. Use when you want a skill's prose tuned by evidence…
Write SEO-optimized blog posts, landing pages, and content improvements following Google's E-E-A-T and Helpful Content guidelines. Handles new content creation from a keyword or topic, and improving existing pages. Use when asked to "write a blog post",…
Process and manipulate images with format conversion (PNG→JPG→WebP→GIF), resizing, cropping, filtering, batch operations, and image metadata extraction. Use for thumbnail generation, image optimisation, format conversion, watermarks, and bulk image processing…
Convert markdown/HTML manuscripts to arXiv-compliant LaTeX with memoir class, biblatex citations, professional typesetting, and parallel agent swarm conversion. Use when converting a multi-chapter markdown book to LaTeX for academic publication, arXiv…
QE-grade browser testing with WebDriver BiDi (Vibium). 16 typed assertion kinds, pixel-perfect visual-diff baselines, 14-pattern prompt-injection scanner, 15-intent semantic element finder. Part of the AQE fleet — install with aqe init. Use for typed QE…
LinkedIn integration via MCP for profile scraping, job search, messaging, company analysis, and people search. Uses Patchright browser automation with persistent session for authenticated access without API keys. Use when searching LinkedIn profiles, jobs,…
Bence's code style, tech stack, and workflow conventions. Use when enforcing Bence's React/Next.js/TypeScript/Tailwind code style and workflow conventions.
Linux defensive security with 31 modules and 250+ actions. Firewall management, system hardening, compliance auditing (CIS/HIPAA/SOC2), malware scanning, incident response, container security, network defense, zero trust architecture, and forensics. Dry-run…
Professional video and audio processing - transcode, edit, stream, and analyze media files. Use when transcoding, editing, streaming, or analysing video and audio files.
Geospatial analysis and GIS operations via QGIS. 51 MCP tools covering layer management, feature editing, processing algorithms, rendering, styling, plugin development, and system management. Uses nkarasiak/qgis-mcp plugin (port 9877) with length-prefixed…
Reddit integration for browsing subreddits, searching content, analyzing user profiles, and fetching post details with comment threads. Supports anonymous, app-only, and authenticated modes with tiered rate limits. Use when browsing Reddit, searching posts,…
Complete Rust toolchain with cargo, rustfmt, clippy, and WASM support. Use when writing Rust code, running cargo build/test/clippy, compiling to WASM, or debugging Rust compilation errors.
Identifies code, architecture, and technical decisions built to impress rather than to ship. Use when checking for over-engineering, unnecessary complexity, or vanity architecture decisions. Reviews codebases, PRs, and architecture proposals for unjustified…
DEPRECATED — merged into agentdb-advanced. Use agentdb-advanced skill (RL Plugins section) for all reinforcement learning algorithms including Decision Transformer, Q-Learning, SARSA, Actor-Critic, and Federated RL.
Application security testing: OWASP Top 10 validation, authentication/authorisation testing, API security, dependency vulnerability scanning, secrets detection, injection testing, SAST/DAST workflows. Use for web application and API security validation — not…
Advanced swarm orchestration patterns for research, development, testing, and complex distributed workflows. Use when: (1) running 3+ parallel agents locally, (2) needing adaptive topology, (3) doing research/dev tasks requiring parallel coordination.
Look up ACRIS property transaction records — deeds, mortgages, liens.
Look up BSA variances and special permits for any NYC property.
Look up DOB permit and job filing history for any NYC building.