Skills
100,928 packaged capabilities and playbooks for agents. Install any of them with one command.
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Create premium hand-drawn architecture and process diagrams in the Lanshu animated GIF style, with editable .excalidraw files, static PNG previews, and genuinely animated GIFs with moving flow highlights. Use this skill whenever the user asks for 岚叔动态架构图, Excalidraw-like diagrams, DailyDoseOfDS-style black-background sketches, animated architecture/process GIFs, polished flowcharts, visual explanations of articles or system designs, or asks to replicate or improve a reference diagram with hand-drawn animated effects.
VGV layered monorepo architecture in Flutter: four layers Data, Repository, Business Logic, and Presentation, unidirectional dependency rules, and model transformation across layers. Use when structuring a multi-package Flutter app, creating data or repository packages, defining layer boundaries, or wiring packages in app bootstrap via path dependencies, barrel exports, and RepositoryProvider. Use too when asked to put a domain model or shared class in an api_client or data package, or to add a cross-package dependency the layers forbid. Also use for a new app described in one line ("I'm starting a weather app that reads from a REST API") plus a request for the package, project, folder, or directory layout, or for where a file or feature should live and which package code belongs in. Applies even when the user never says monorepo, layer, or architecture.
Structured retrospective and knowledge sediment for completed work (the Act phase of PDCA). Run a disciplined post-work review (Keep-Problem-Try / Stop-Start-Continue / After-Action Review by context), judge which lessons are worth solidifying, pick the right carrier, validate the sediment gets reused, and feed improvements back. Use whenever finished work needs reflection — as a PDCA host closeout/review stage via frontmatter dependencies, or standalone on any completed task. Triggers — 「回顾总结」「复盘」「经验沉淀」「总结经验教训」「改进闭环」「沉淀规则」「项目复盘」 / learn and improve, lessons learned, retrospective, post-mortem, debrief.
Generates a comprehensive learning graph from a course description, including 300-600 concepts with dependencies, taxonomy categorization, and quality validation reports. Use this when the user wants to create a structured knowledge graph for educational content.
A one-stop AI toolkit for TikTok product selection and shoppable videos, integrating EchoTik/FastMoss product data with the official TikTok shoppable video API, covering TikTok Shop product selection, trending products, shoppable video analysis and shoppable video publishing.
Notion-style team dashboard rendered as a Live Artifact. A single-page, self-contained HTML dashboard with KPIs, a 7-day sparkline, a real-time activity feed and a linked-database task table — wired to Notion via the Composio connector catalog. Refreshes on demand and when the artifact is opened. Falls back to seeded mock data when no connector is bound, so it works offline / in screenshots / in the picker preview.
Local, offline semantic search over OpenClaw memory files (MEMORY.md and memory/*.md) using Python embeddings + FAISS (no online LLM/API). Use when Dave asks for "memory search" without cloud billing, wants semantic recall across notes, or wants to share a reusable local-memory semantic search skill.
Longbridge / LongPort (长桥证券) — US/HK/A-share stocks. Account, positions, orders, quotes, history, and order placement. Use when the user wants to check or trade a Longbridge / 长桥 account (e.g. "Longbridge balance", "buy 100 700.HK on Longbridge", "my 长桥 positions"). Cloud API via the official longport SDK, runs in the container.
For real publishing scenarios such as WeChat official accounts, websites, apps, proposals, and posters, establish audience, brand role, component conventions, and information-visibility gates for reader-facing text. Use when generating, editing, rendering, publishing, or reviewing audience-facing copy for brand and context fit.
Third-party perspective analysis and improvement skill for marketing pages. Target: landing pages, homepages, pricing pages, feature pages, blogs. Integrates CRO frameworks with direct response principles (Schwartz/Hopkins/Ogilvy). When to use: (1) page audit or analysis requests, (2) conversion improvement consultations, (3) copywriting improvements, (4) A/B test design, (5) implementation prioritization. Trigger examples: "analyze my LP," "I want to raise conversion rate," "review my pricing page," "improve my hero section," "optimize my CTA," "homepage improvement ideas."
Managing secrets (API keys, database credentials, certificates) with Vault, cloud providers, and Kubernetes. Use when storing sensitive data, rotating credentials, syncing secrets to Kubernetes, implementing dynamic secrets, or scanning code for leaked secrets.
MS spectral matching and metabolite ID with matchms. Import spectra (mzML, MGF, MSP, JSON), filter/normalize peaks, score similarity (cosine, modified cosine, fingerprint), build reproducible pipelines, identify unknowns vs spectral libraries. Use pyopenms for full LC-MS/MS proteomics.
Create and customize MATLAB charts and plots. Plot types (line, scatter, bar, histogram, heatmap, surface), axes configuration, annotations, data tips, interactive plots, animation, multiple axes with tiledlayout, colororder, and performance optimization. Works for standalone figures, Live Scripts, and uifigure apps. Use when plotting data, customizing axes, adding annotations or interactivity, animating charts, or arranging multiple axes. Triggers: plot, chart, graph, axes, uiaxes, annotation, data tips, animation, tiledlayout, colororder, heatmap, scatter, figure, visualization, export.
Dielectric substrates, metal conductors, multi-layer stackups, and loss models (FR4, Rogers, Teflon) for RF PCB simulation. TRIGGER: user asks to set up a substrate, define dielectric properties, create a stackup, select a PCB material (FR4, Rogers, Teflon, etc.), or configure metal conductors. Invoke BEFORE writing dielectric() or metal() code — the API for named vs custom materials differs significantly. SKIP: PCB layout assembly (use matlab-assemble-pcb-layout), transmission line design (use matlab-design-pcb-transmission-line), EM analysis (use matlab-analyze-em), importing a PCB file (use matlab-read-pcb-layout).
Guides the 7-step MATLAB memory optimization workflow: baseline, profile, identify, optimize, measure, verify, report. Use when asked to reduce MATLAB memory usage, find memory bottlenecks, fix out-of-memory errors, or optimize memory-intensive code.
Assists users with questions about Meridian Marketing Mix Modeling and Meridian GeoX geo-experiment concepts, parameters, and best practices by finding and consulting the relevant documentation on developers.google.com/meridian. Use when the user asks for explanations or guidance on Meridian MMM or GeoX topics. Don't use for writing code or running models directly.
Query Metabolomics Workbench REST API (4,200+ NIH studies) for metabolite ID, study discovery, RefMet standardization, m/z precursor searches, and gene/protein annotations. Quirks: compound input_item rejects `name` (use pubchem_cid/kegg_id/inchi_key/etc.); free-text → compound is a two-step refmet/match→refmet/name flow; moverz endpoint returns TSV text, not JSON. Use hmdb-database for local XML; pubchem-compound-search for general compound lookup.
Lint a database migration for safety before it runs — classify lock level, table rewrite, and reversibility; flag destructive/blocking operations; and propose an expand-contract rollout. Read-only analysis by default; any data-loss step requires an explicit token handshake before the writer is involved. Use when the user asks to review, lint, check, or de-risk a migration, an ALTER/DROP, an enum change, a backfill, or a schema change before deploying.
Migrate tests to Testomat.io from TestRail, XRay, Testmo, QMetry, Allure TestOps, TestCaseLabs, Qase, Zephyr, QTest, CSV/XLSX, or an unsupported TMS needing a custom converter or API script. Use when user wants to import tests from another TMS, move test suites to Testomat.io, or convert an export file to Testomat.io format.
Configures mise as the sole runtime and CLI tool manager for a project. Every mise.toml carries [settings] disable_backends = ["ubi", "asdf"] and lockfile = true, pins every version fully, commits mise.lock and .mise/locks/, routes Python CLIs through pypi (each on its own private Python, in its own venv, from a locked wheel-only graph) and Node CLIs through npm, and rejects competing managers (brew/nvm/asdf/volta/fnm/pyenv/ubi/pip/pipx/uv tool).
This skill should be used when the user asks to run isolated or untrusted code on Modal.com. PROACTIVELY activate for: modal.Sandbox, safe user code execution, coding playgrounds, named sandboxes, PTY sessions, filesystem snapshots, timeout and resource limits, egress policies, sandbox lifecycle cleanup, terminate(), and security review for code execution. Provides: sandbox security checklist, lifecycle and cleanup patterns, egress/resource-limit recipes, and snapshot/PTY usage examples.
Run and analyze molecular dynamics simulations with OpenMM and MDAnalysis. Set up protein/small molecule systems, define force fields, run energy minimization and production MD, analyze trajectories (RMSD, RMSF, contact maps, free energy surfaces). For structural biology, drug binding, and biophysics.
Query the Monarch Initiative knowledge graph for disease-gene-phenotype associations across species. Integrates OMIM, ORPHANET, HPO, ClinVar, and model organism databases. Use for rare disease gene discovery, phenotype-to-gene mapping, cross-species disease modeling, and HPO term lookup.
Load this skill when adding or reviewing web UI motion such as animations, transitions, entrances and exits, hovers, modals, dropdowns, toasts, page transitions, and micro-interactions. Triggers on "animate", "add a transition", "make it move", "motion", "fade", "slide", "stagger", "open and close". Builds dependency-free, Baseline-first, framework-agnostic CSS, with the Web Animations API and View Transitions API where they help.
Charlie Munger’s mental frameworks and communication style. Based on in-depth research across 50+ sources, including Poor Charlie’s Almanack, Berkshire/Daily Journal shareholder meetings, USC/Harvard speeches, interviews, and external critiques, it distills 5 core mental models, 8 decision heuristics, and a complete communication DNA. Use as a thinking advisor to analyze problems, review decisions, and provide feedback from Munger’s perspective. Trigger when the user mentions “from Munger’s perspective,” “what would Munger think,” “Munger mode,” or “munger perspective.” Also applies to reviewing investment decisions, checking for cognitive biases, interdisciplinary thinking, and practicing inversion. Can also be triggered by prompts such as “think backwards,” “what cognitive biases are involved,” “Lollapalooza effect,” “circle of competence,” or “what is the incentive structure?” Do not trigger for general questions such as “is this decision sound?” or “help me find blind spots”; activate only when Munger’s core methods, such as inversion, cognitive biases, or interdisciplinary analysis, are involved.
Write elegant, narrative-driven documentation that treats codebases and systems as exhibits worth exploring. Use when creating documentation for Wanderers and visitors who want to understand how Grove works. This is the "fancy" documentation style—warm, inviting, meant to be read and enjoyed.
Design and manage NetBox data models effectively. Covers site/location hierarchy, IPAM organization, device modeling, tenant assignment, custom fields vs tags vs config contexts, dependency ordering, and relationship patterns. Use when planning NetBox data structure, importing bulk data, or choosing between extensibility mechanisms.
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