Skills
100,928 packaged capabilities and playbooks for agents. Install any of them with one command.
All
This skill provides a comprehensive approach for building astrology-specific backend systems with AI integration. Use when implementing vedic astrology features including kundli generation, dasha analysis, dosha detection, and astrological predictions. Builds on the ai-integrated-api-backend skill with astrology domain expertise.
Core Python library for astronomy and astrophysics workflows that need Astropy APIs, including units/quantities, coordinates, FITS I/O, tables, time systems, WCS, and cosmology. Use when implementing or debugging astronomical data analysis code with Astropy.
Turn an ambitious or unclear idea into a workable direction and carry the initiative through its requested outcome. Use when the user does not know where to start, needs alternative directions, faces dependent unknowns, or needs planning, coordinated delivery, a behavior contract or decomposition. Settled coding changes belong to alaga.
Deep codebase analysis for building architectural context before vulnerability or bug finding. Uses line-by-line analysis with First Principles, 5 Whys, and 5 Hows. Use when deep comprehension is needed before security auditing, architecture review, or threat modeling.
When the user wants to match disparate financial data sources (e.g., bank statements vs. general ledger) at scale using AI. Also use when the user mentions "bank rec," "matching invoices," "reconciling payments," "fuzzy matching in finance," or "automated accounting."
AUTOSAR SWC expert. Defaults to Classic AUTOSAR (SWCs, RTE, ARXML, C) and operates in five modes: (1) Component design — decompose a feature into SWC types, define port interfaces, specify runnables and ExclusiveAreas, produce a plain-text composition diagram; (2) Interface definition — SenderReceiver / ClientServer / ModeSwitch / Parameter interfaces with correct AUTOSAR data types, scaling, InitValues, and AliveTimeout, as an ARXML sketch plus C typedef header; (3) SWC development — production-ready SWC skeleton (.c + .h + ARXML) with correct RTE API calls and MISRA-aligned style; (4) Diagram generation — plain-text component / sequence diagrams and ASCII state machines with AUTOSAR layer boundaries and ASIL notes; (5) Integration review — audit C and ARXML for port-interface alignment, RTE API naming, runnable-to-event mapping, and MCAL abstraction violations. Targets EB Tresos and Vector DaVinci. Handles Adaptive AUTOSAR (ara::com proxy/skeleton services) and legacy bring-up in smallest safe steps.
Scandit Barcode Capture (`BarcodeCapture`) in web/browser (TypeScript/JavaScript) projects — the low-level, full-control single-barcode scanning mode (BarcodeCapture + DataCaptureView + overlay), without the pre-built SparkScan UI; not the Cordova or Capacitor hybrid plugins. Use for integration, scan settings, result handling, overlay and viewfinder customization, Scandit Web SDK version migration (v6→v7→v8), or troubleshooting.
Search scientific papers and retrieve structured experimental data extracted from full-text studies via the BGPT MCP server. Returns 25+ fields per paper including methods, results, sample sizes, quality scores, and conclusions. Use for literature reviews, evidence synthesis, and finding experimental details not available in abstracts alone.
Unified Python interface to 40+ bioinformatics services. Use when querying multiple databases (UniProt, KEGG, ChEMBL, Reactome) in a single workflow with consistent API. Best for cross-database analysis, ID mapping across services. For quick single-database lookups use gget; for sequence/file manipulation use biopython.
Blender 5.x animation and rigging — keyframes, FCurves, layered actions, drivers, constraints, armatures, IK/FK, shape keys, NLA editor, and bone collections via Python (bpy). Includes 5.1 changes (Smooth Gaussian FCurve modifier, Apply to Basis, layered action performance).
Wire a web or React Native frontend to Bounded: the @bounded-sh/client SDK (reads, writes, subscriptions, queries), hosted static frontends, and end-user auth UI (email OTP, OAuth, browser guest/anonymous accounts, and upgrades). Use when building the client of a Bounded app or handling how end users sign in. Part of the Bounded skill family; server-side rules, functions, and the actor model live in the bounded-backend skill, and deploy/hosting config in bounded-deploy.
Use when building a messaging framework, writing a value proposition, defining brand pillars or key messages, or organizing a messaging hierarchy across audiences. Keywords - messaging house, message layers, value proposition canvas, positioning template, Peep Laja, Osterwalder, Geoffrey Moore, April Dunford, StoryBrand, Andy Raskin strategic narrative, MECLABS.
When the user wants citation audits, citation building, review monitoring across platforms, GBP audit scoring, or white-label local SEO reports. Trigger on "citation audit," "check my citations," "NAP consistency," "where am I listed," "BrightLocal," "directory listings," "review monitoring," or "client report."
Visible browser automation using available Playwright, CLI, CDP, or computer-use tools with scoped actions and durable verification. Use for navigation, forms, screenshots, downloads, existing-session reuse, or iframe, modal, file chooser, passkey, and CDP troubleshooting. Preserve foreground work where the selected route supports it; announce necessary activation.
End-to-end development lifecycle for AI coding agents—scaffold projects, plan and build features, create Linear tickets, open and review PRs, clean up after merging, audit codebases, and improve UI polish and motion quality (with a live browser pass across widths, touch, and throttled 3G). Works with any agent that reads CLAUDE.md or AGENTS.md. Use when starting a project, implementing a feature, shipping code, addressing PR reviews, merging, auditing code quality, designing or reviewing UI polish, or reviewing animations.
Guide for building foundational Prototyper UI components from scratch when no Base UI primitive exists. Use when creating components that need custom ARIA contracts, keyboard navigation, focus management, controlled/uncontrolled state, form integration, or animation lifecycle — all without an existing Base UI wrapper.
Author Figma Slides presentations — list/create/duplicate/reorder/delete slides, read the slide grid, add text and shapes to a slide, set slide background color, set or read slide transitions (dissolve, slide-from, push-from, smart-animate), focus a slide, and toggle skip. Use when the user wants to build or edit a Figma Slides deck. Triggers: 'create a slide', 'add a slide to the deck', 'reorder slides', 'set the slide background', 'add a transition between slides', 'add text/shape to slide 3', 'read what's on this slide', 'skip this slide in the presentation'. Figma Slides files only (figma.editorType === 'slides'). Requires the Figma Desktop app (Plugin API).
Implement features, write code, and set up Banuba Video Editor SDK. Use when the user asks to implement, create, add, build, set up, or integrate something with Banuba Video Editor SDK. Trigger with "help me add", "set up", "build a video editor". Covers both the full pre-built UI (VE SDK) and the headless, code-level VE API (Playback/Export/Effects modules) for custom video editing workflows. Not for looking up existing docs - use explain-video-editor-photo-editor-docs for that.
End-to-end discipline for turning any large data source (audio libraries, email takeouts, document corpora, chat exports, API dumps) into brain pages at scale. The lifecycle spine: SCHEMA → ACCESS → TRIAL → EVALUATE → IMPROVE → CODIFY → TEST → SKILLIFY → BULK → MONITOR. State is tracked in a durable JSON manifest (see MANIFEST-PATTERN.md) so any crash, session boundary, or subagent fan-out resumes from ground truth instead of memory.
Build accrual schedules for A-share companies tracking revenue recognition, expense accruals, and working capital timing. Adapted from the original accrual-schedule skill for CAS accounting and Chinese business practices. Triggers on "A股应计项目", "应计计提", "accrual schedule China", "应计账款分析", or "working capital accruals [company]".
Prepare for Chinese wealth management client meetings with performance summaries, talking points, and relationship context. Adapted from the original client-review skill for A-share portfolios and Chinese client conventions. Triggers on "A股客户回顾", "客户会议准备", "client review China", "wealth client review", "客户回访准备", or "prepare for client meeting [client]".
Competitive landscape analysis for A-share companies and Chinese industries. Maps competitors, compares positioning, and assesses relative strengths. Adapted from the original competitive-analysis skill for Chinese market context. Triggers on "A股竞争格局", "行业竞争分析", "competitive landscape China", "competitive analysis A-share", or "[company] competitors China".
Parse and extract data from Chinese identity documents for KYC (Know Your Customer) compliance. Adapts the original kyc-doc-parse skill for Chinese ID cards, business licenses, and domestic compliance requirements. Triggers on "A股KYC", "身份文件解析", "parse Chinese ID", "KYC document", "客户身份识别", or "extract [document type]".
Leveraged buyout model for A-share and China-market LBO scenarios. Adapts the standard LBO-model methodology for Chinese debt markets, CAS accounting, and AkShare data. Use instead of the original lbo-model skill when analyzing leveraged buyouts involving Chinese targets or China-based sponsors.
Use this skill to pick the correct Compose UI test entry point. Compares `createComposeRule()`, `createAndroidComposeRule<A>()`, `createEmptyComposeRule()`, `runComposeUiTest { }`, and `runAndroidComposeUiTest<A> { }`, plus the v1 vs v2 split (`UnconfinedTestDispatcher` vs `StandardTestDispatcher`). Encodes the rule that mixing `runComposeUiTest { }` and a `ComposeTestRule` in the same test is forbidden, that `setContent` may only run once, and that `createEmptyComposeRule()` returns `ComposeTestRule` (no `setContent`). Use when the user asks "ComposeTestRule vs ComposeUiTest", reports `IllegalStateException: setContent can only be called once`, mentions `runComposeUiTest`, the v2 deprecation warning, `effectContext`, custom `ComponentActivity`, or "host tests need a coroutine scope".
Chuangkit Agent session skill - use when the user wants to generate, edit, modify, extend or download images/videos via Chuangkit. Covered scenarios include: generating images, generating posters, text-to-image, image-to-image, image-to-video, text-to-video, making animations, "draw a xxx", "make a xxx"; editing and modification, such as replacing xxx with yyy, removing xxx, adding xxx, changing to xxx, adjusting xxx, local edits, changing shots; style transfer, such as re-drawing, style switching, style transfer; video continuation and extension, replicating videos/TVCs/promotional films, short drama/short comic drama generation, music MV generation, product ad/showcase film production, storyboard design, educational video/short video production. Also trigger when the user mentions Chuangkit, AIGC, Agent, uploading reference images/videos, checking generation progress, or downloading generation results. Key rule: whenever the user's request involves the creation, generation, editing or modification of AI images, design or video, this skill must be triggered regardless of wording.
Comprehensive audit of a paper's citations. Verifies every reference exists, checks claim-source alignment, identifies missing seminal works, and analyzes citation patterns for bias. Use when asked to check references, verify citations, or audit a bibliography.
Write comprehensive clinical reports including case reports (CARE guidelines), diagnostic reports (radiology/pathology/lab), clinical trial reports (ICH-E3, SAE, CSR), and patient documentation (SOAP, H&P, discharge summaries). Full support with templates, regulatory compliance (HIPAA, FDA, ICH-GCP), and validation tools.
CNKI advanced search automation tool for papers. When the user provides research keywords or a research topic, it automatically runs a three-stage search: ① combined subject search (reverse onion-peeling method, combining multiple groups of core concepts with AND to get directly relevant literature); ② independent supplementary search (searching each core concept group separately to get indirectly relevant background and theoretical literature); ③ aggregation and merging (after deduplication, displaying by category in color and outputting a single Excel file). Triggers: the user mentions needing to search papers on CNKI, advanced search, searching CSSCI/C-journal papers by keyword, downloading bibliographic records, getting paper abstracts, or sorting results by citation count; or says "help me search CNKI for papers related to XX", "use CNKI advanced search to find C-journal papers on XX topic", "help me search CSSCI papers for the keyword XX".
Constraint-based (COBRA) analysis of genome-scale metabolic models: FBA, FVA, knockouts, flux sampling, production envelopes, gapfilling, media optimization. Use for strain design, essential gene ID, flux analysis. For kinetic modeling use tellurium; for visualization use Escher.
Deep code problem analysis and root cause localization. Use for analyzing technical issues such as abnormal code behavior, execution flow problems, and configuration errors. When users need to: 1) analyze code execution flow to find the root cause, 2) understand complex code logic and call chains, 3) locate the cause of abnormal behavior, 4) troubleshoot configuration or state issues. Trigger words: 问题定位, 分析问题, 问题分析, 代码分析, 根因分析.
Simplify a completed change through behavior-preserving reuse, quality, efficiency, and connascence passes, or audit a repository or named paths for dead code and slop, editing only after approval. Use after a scoped task, to simplify a concrete diff, or to deslop a codebase; use full-review for a feature or deep review.
This skill should be used when creating a Claude Code slash command. Use when users ask to "create a command", "make a slash command", "add a command", or want to document a workflow as a reusable command. Essential for creating optimized, agent-executable slash commands with proper structure and best practices.
Guides PHP project upgrades using Composer commands. Use when helping users upgrade PHP packages, check for security vulnerabilities with `composer audit`, prioritize which packages to upgrade first, understand dependency conflicts, interpret `composer outdated` output, use `composer why-not` to diagnose version constraints, use `composer why` to trace dependencies, use `composer bump` to harden version constraints after upgrading, plan safe upgrade paths, resolve package version conflicts in composer.json, or resolve merge conflicts in composer.lock. Trigger this skill whenever the user mentions composer packages, PHP dependencies, outdated packages, CVEs in PHP projects, or security advisories.
Run a multi-perspective Mind Council deliberation on any question, decision, or creative challenge. Use this skill whenever the user wants diverse viewpoints, needs help making a tough decision, asks for a council/panel/board discussion, wants to explore a problem from multiple angles, requests devil's advocate analysis, or says things like "what would different experts think about this", "help me think through this from all sides", "council mode", "mind council", or "deliberate on this". Also trigger when the user faces a dilemma, trade-off, or complex choice with no obvious answer.
Import AI assistant chat exports (ChatGPT, Claude, Perplexity) and agent session transcripts into the brain as one dated page per conversation under conversations/, validate each page against the native conversation parser, extract facts via the native conversation-facts flow, and keep the archive gap-free with a detect-and-backfill loop. Then answer archive questions: "when did I first discuss X", trace how an idea evolved across past conversations, pull a specific thread.
AWS Cloud Operations assistant for multi-account organizations. Inspect and manage AWS accounts across an entire AWS Organization — health events, end-of-support analysis, account coverage, and cross-account setup. Use when the user mentions AWS health events, RDS, EKS, or ElastiCache end-of-support, security posture review or security scorecard, IAM security review or Bedrock API key audit, account coverage probe, multi-account setup, or types /corgiro <mode>. Each mode is documented in modes/<name>/MODE.md.
Create new skills, modify and improve existing skills, and measure skill performance. Use when users want to create a skill from scratch, edit, or optimize an existing skill, run evals to test a skill, benchmark skill performance with variance analysis, or optimize a skill's description for better triggering accuracy
New to MCP?
From what the protocol is to installing your first server, these answers cover most first questions.
An open protocol that defines how AI applications connect to external tools and data in a uniform way. Clients talk to the model; MCP servers provide tools, resources and prompt templates. They exchange standard messages, so one server can be reused by many clients.