Software Development AI Skills

Client-side security analysis (DOM XSS, React/Vue/Angular, SSR, prototype pollution)

Query the Runway API for organization details: rate limits, credit balance, usage tier, and daily generation counts

Development conventions and patterns for EGC - Extended Global Context. JavaScript project with conventional commits.

Routes shared engineering context work to the right procedure — report or change where context is stored, pull an external source (Confluence page, Jira issue, web page, PDF, screenshot) into it, and…

Batch-dump vtables from IDA Pro MCP by searching mangled symbol patterns, then write a merged YAML file beside the binary. Use this skill when you need to find and export all vtables matching a name…

Wrap agent loops in deterministic gates, scoped permissions and stop rules.

知识结晶 (compound)：把已解决的问题沉淀为 `{KNOWLEDGE_DIR}` 下的结构化知识文档，迭代收口时提升 specs/guides；双轨 Bug/Knowledge，含重叠与可发现性检查。无结晶时以 reasoned `skipped` 结束。

Reproduce, isolate, and fix unexplained failures, regressions, or flaky behavior. Use when the cause is uncertain; a known-cause fix usually needs only the normal implementation workflow.

Smart git operations — interactive rebase, conflict resolution, changelog generation. Helps users perform git workflows safely and efficiently, from everyday operations to complex history…

Android native application development and UI design guide. Covers Material Design 3, Kotlin/Compose development, project configuration, accessibility, and build troubleshooting. Read this before…

Find reliability and security defects in Nim code. Use when reviewing Nim source for bugs, auditing parsers or protocol handlers for crashes, checking FFI or ownership code for memory safety, or…

Automate browser interactions via Chrome DevTools — control pages, interact with DOM elements, capture screenshots/snapshots, monitor console/network, evaluate JS, and run performance/Lighthouse…

Use when planning a Lean formalization, selecting and freezing author-approved declarations, choosing module boundaries, designing reusable APIs, or staging a large proof project into stable phases.

Commit les changements, se synchronise avec main distant, push la branche courante et crée une Pull Request. Refuse de tourner directement sur main. Utilise sur /livre, ou quand l'utilisateur veut…

Use only for reviewing completed Biome PRs, branches, commit ranges, diffs, or working trees against business logic and requirements. Excludes broad code-quality and process audits, triage,…

Orchestrates AI testing: dev-complete verification (compile/boot/smoke), case generation, static consistency checks, browser functional testing, and reports. Subcommands…

Fetch current library and API documentation from Context7 when a coding answer needs authoritative, up-to-date examples or version-specific behavior.

Find prior Claude Code and Codex sessions with an indexed local search engine, then continue the work, repeat it with fresh inputs, or distill it into a skill. Runs from Claude Code, Codex, or pi; the…

Run a short molecular dynamics simulation of a protein (optionally a protein-ligand complex) with OpenMM — fix the structure, minimize, equilibrate, run a brief production trajectory, and report…

Manage RSS/Atom feed subscriptions and refresh them into the Tapestry knowledge base. Use when the user wants to list, add, remove, or refresh subscribed feed sources by name rather than by URL.

Tests in real browsers via Chrome DevTools MCP. Use when building or debugging anything that runs in a browser. Use when you need to inspect the DOM, capture console errors, analyze network requests,…

查询 A 股代码变更历史。Use when user asks about 股票代码变更、改名换码、代码迁移或北交所升板代码历史。

Lightweight architect workflow: 2-phase runtime (Understand → Execute) optimized for smaller models. Explicit checklists, flat plan, minimal state.

Use when designing how code and config reach production (hermetic builds, progressive rollouts, canary analysis, rollback, config validation, reliability testing) or preparing a service or feature for…

Search FDA drug labels with natural language queries. Official drug information, indications, and safety data via Valyu.

Verify and publish completed Jujutsu slices, then after each PR merges forget its workspace, remove its centralised directory, and clean up its bookmark.

Statistical models library for Python. Use when you need specific model classes (OLS, GLM, mixed models, ARIMA) with detailed diagnostics, residuals, and inference. Best for econometrics, time series,…

Use when building, scaffolding, debugging, or deploying Microsoft Power Apps Code Apps using React, Vue, or TypeScript in VS Code. Handles project initialization via pac CLI, Dataverse and connector…

Implements HTMX interactions, configures swap behaviors, debugs hx-* requests, and builds hypermedia-driven UI components. Use when tasks involve hx-* attributes, HTMX AJAX requests, swap strategies,…

Resample a 3D medical volume to a fixed network input shape using physical voxel spacing (dz, dy, dx), correcting the Z dimension by the dz/dy ratio so anisotropic CT scans (1mm in-plane, 5mm slice)…

适用于 ROS 1 / ROS 2 机器人开发、迁移与联调的 skill。覆盖 catkin/catkin_tools、colcon/ament、package.xml、CMakeLists.txt、launch、URDF/Xacro、RViz、TF、Navigation2、ros2_control、串口/CAN、MCU 与 micro-ROS 等常见工程场景。

Look up WoW Encounter Journal, Mythic+/Challenge Mode, Instance, Scenario, Raid Lock, and Season APIs. Covers EncounterJournal (dungeon/raid boss database, loot tables, section navigation),…

Use when a backpressured loop needs to run benchmarks on a performance-sensitive project and decide whether a change is a regression, an improvement, or a wash — per-iteration sanity checks and the…

Build modern Vue 3 frontend apps using Frappe UI with components, data fetching, and portal pages. Use when creating custom frontends, SPAs, or portal interfaces for Frappe applications.

Create, run, schedule, or debug MotherDuck Flights, Python jobs executed on MotherDuck compute.

Learn unfamiliar technologies used in a repo by studying how the repo actually uses them. Finds patterns, explains concepts in context, and points to examples in the codebase. Use when a repo uses…

Create and maintain clear, reviewable pull requests. Use when writing or updating a PR description; linking issues or stacked PRs; splitting changes; documenting database, API, SDK, UI, or CLI…

SysQL query language reference for Sysdig Secure. Use when writing, debugging, or explaining SysQL graph queries against the Sysdig security datastore. Triggers on: SysQL queries, Sysdig…

Automatically extract reusable patterns from Claude Code sessions and save them as learned skills for future use.

Implements Syncfusion® .NET MAUI Barcode Generator (SfBarcodeGenerator) for generating machine-readable barcodes. Use when working with barcodes, barcode generation, QR codes, data matrix, EAN codes,…

Execute a bounded implementation unit from authoritative plan references or an inline gated brief using a stateful subagent loop (steps -> gate -> execute -> digest) without creating new persistent…

Odoo 20 development knowledge base covering actions, controllers, data files, API decorators, SQL constraints, indexes, modules, fields, manifests, mixins, ORM methods, migrations, OWL components,…

Brand positioning workshop — define messaging framework, voice/tone, differentiation strategy, and taglines. Use when "brand positioning", "messaging framework", "brand voice", "how should we position…

Use when David wants to score or rate the importance of his Todoist tasks in docs/data/todoist-task-dimensions.db. Presents tasks 7 at a time (A-G), David gives scores (0-10), AI saves them. Also…

Databasemigrasjonsmønstre med Flyway og versjonerte SQL-skript

阿里云资源运维管理工具。支持 ECS/RDS 等多产品的资源创建、删除、启动、停止、重启、释放等运维操作。支持与 optimizer 联动执行优化建议。所有操作都经过 OpsClaw 框架的权限控制和审计。触发词：启动实例、停止实例、重启实例、释放实例、创建 ECS、执行优化动作

WonderTrader/wtpy 量化交易开发综合指南，整合官方文档、社区笔记与实践案例。涵盖 wtpy Python 框架与 WonderTrader C++ 核心的策略开发、回测、仿真、实盘、数据管理、监控运维全流程。

Use when modernizing PHP code: PHP 8.1-8.5 features, PSR/PHP-FIG/PER-CS compliance, PHPStan/Rector/PHP-CS-Fixer/PHPat tooling, DTOs/enums/readonly/property hooks, type safety. Triggers: PHP…

Decide what an agent should remember, which layer holds it, who it is scoped to, and how a stale or contradicted memory is detected and retired. Use when an agent forgets something across sessions,…

Detect keyword cannibalization - multiple pages competing for the same keyword. Identifies cannibalizing URLs and provides resolution strategies (merge, redirect, differentiate, or delete).

Use this skill when integrating the Google Play Billing Library client side (adding the dependency, wiring BillingClient, managing its connection lifecycle, and querying product details). Grounded in…