Software Development AI Skills

Use this skill for small, careful remote manipulations where dexterity matters more than force.

Implement comprehensive testing strategies using Jest, Vitest, and Testing Library for unit tests, integration tests, and end-to-end testing with mocking, fixtures, and test-driven development. Use…

Maintains Defold agent skills. Use when asked to update link lists in api-fetch/docs-fetch/examples-fetch skills, create or update proto file references, or fetch proto schemas.

Generate procedural 3D models from natural-language requests by writing a constrained buildModel(ctx) module that uses Three.js, bundled builders and helpers, deterministic validation and export…

Delete a model from a live LiteLLM proxy. Asks for the model name or model_id and confirms before calling POST /model/delete. Use when the user wants to remove, delete, or unregister a model from a…

Create a detailed refactor plan with tiny commits via user interview, then file it as a GitHub issue. Use when user wants to plan a refactor, create a refactoring RFC, or break a refactor into safe…

TanStack Router file-based routing patterns including route creation, navigation, loaders, type-safe routing, and lazy loading. Use when creating routes, implementing navigation, or working with…

Token-saving session automation — statusline, prompt guard, precompact handoffs, session rotation, and handoff commands for Claude Code

Create or update agent skills with concise SKILL.md instructions, bundled resources, agent metadata, validation, and packaging. Use when building or refactoring skills.

Modern Angular (v20+) expert with deep knowledge of Signals, Standalone Components, Zoneless applications, SSR/Hydration, and reactive patterns. Use PROACTIVELY for Angular development, component…

Got a spec or requirements for a multi-step task? Load first, before touching code.

Use when a PRFlow command misbehaved, failed, ran slow or cost too much and the user wants to know why — "PRFlow is broken", "implement got stuck", "help me troubleshoot PRFlow", "file a PRFlow bug…

Use whenever the user wants to interact with Figshare - searching public datasets/articles, downloading Figshare files, listing their own articles/collections/projects, creating or updating articles,…

Splits a coding task into independent parallel agent workstreams with disjoint write sets, explicit inputs and outputs, dependency ordering, and a merge/review plan. Use when several subtasks can…

Analyzes PHP codebase for SOLID principle violations. Detects God classes (SRP), type switches (OCP), broken contracts (LSP), fat interfaces (ISP), and concrete dependencies (DIP). Generates…

Autonomous multi-agent coding with git worktree isolation, QA validation, and memory. Use for complex features requiring autonomous implementation.

Run iterative improvement for NVIDIA TAO CLIP / SigLIP image-text retrieval on attribute-labelled data. Use when a request combines retrieval evaluation, weak-attribute or caption-pair mining,…

Adding, upgrading, or removing dependencies — justification bar, registry-verified versions, changelog and pinned-constraint archaeology, matching package-manager and lockfile hygiene, one bump at a…

Receive and verify Agentcard webhooks. Use when setting up Agentcard virtual card webhook handlers, debugging AgentCard-Signature verification, or handling events such as card.created, card.updated,…

Create, review, debug, and recover LS-DYNA keyword decks and simulation workflows. Use when working with LS-DYNA `*.k` or `*.key` input files, include trees, explicit crash or impact models, implicit…

创建、评审、整改和发布 Skill，并规划免费版与付费版、收款交付和更新机制。用户想从零创建 Skill、评审现有 Skill、检查它是否真正有用、修复触发或执行流程，改善首次使用、稳定性、Token 开销、文件分层、弱模型可读性与跨平台兼容性，或者想为 Skill 收费时使用。不要用于执行目标 Skill 负责的实际任务，也不要因为普通的编码、设计或写作请求触发。

Comprehensive molecular biology toolkit. Use for sequence manipulation, file parsing (FASTA/GenBank/PDB), phylogenetics, and programmatic NCBI/PubMed access (Bio.Entrez). Best for batch processing,…

Audit a codebase for maintenance and modernization. Challenges scope, reviews architecture/quality/tests/performance/dependencies, files deferred work via bd. Language-specific addendums for…

Run Codex CLI, Claude Code, OpenCode, or Pi Coding Agent via background process for programmatic control.

Find Agent Skills on skills.sh and adopt only the ones that pass a security audit. Use when the user wants to discover, search for, evaluate, or install a third-party skill ("find a skill for X", "is…

Shape a problem before solving it — check the premise (XY problems, false dichotomies), find the canonical name for the problem shape, locate the hard kernel, and factor fuzzy asks into orthogonal…

Debug native Rspack crashes, segmentation faults, deadlocks, or stuck builds with LLDB and matching debug symbols.

Base44 built-in integrations on the SDK client: InvokeLLM, SendEmail, file uploads (public and private), signed URLs, data extraction and image generation, with every Core endpoint's input schema,…

Run Summer headless or offscreen safely: time limits, one engine per project, import passes, crash checks.

Guidelines for creating AI agent skills. Use when writing new skills, documenting coding patterns, or reviewing skill files. Triggers when creating or modifying files in the skills/ directory.

Opens macOS Terminal.app and executes a shell command in a new or existing window, with optional automatic sudo password entry via System Events. Use when the user asks to open a terminal, run a shell…

Use when designing, reviewing, or refactoring module boundaries in KMP or Android projects — feature, data, app, and common modules, dependency direction, visibility control, and granularity.

Claude Code skill that makes AI agents respond in caveman-speak, cutting ~65-75% of output tokens while preserving full technical accuracy

Comprehensive Google Analytics 4 guide covering property setup, events, custom events, recommended events, custom dimensions, user tracking, audiences, reporting, BigQuery integration, gtag.js…

Feature implementation orchestrator. ALWAYS use this skill for ANY code change — implement, build, add feature, create, fix bug, or any task that modifies source code. This is the default route for…

When the user wants to understand, reduce, or recover from developer churn. Trigger phrases include "why developers leave," "churn rate," "win-back campaign," "at-risk users," "developer retention,"…

Craft CMS 5 plugin and module development — extending Craft with PHP. Covers elements, element queries, services, models, records, controllers, migrations, queue jobs, console commands, field types,…

自动化Git操作，智能生成遵循Conventional Commits的提交信息、分支管理和PR描述生成。

Senior embedded software engineer specializing in firmware and driver development for ARM Cortex-M microcontrollers (Teensy, STM32, nRF52, SAMD). Decades of experience writing reliable, optimized, and…

Explore analog design space without simulation. Compare topologies, sweep parameters with hand calculations, find theoretical limits and Pareto tradeoffs. Use for architecture selection, initial…

Generate correct, copy-pasteable SLURM sbatch job scripts and sanity-check HPC resource requests — configure nodes, MPI tasks, OpenMP threads, memory (per-node or per-cpu), GPUs, walltime, partitions,…

Handle one live competitive objection from a buyer, prospect, rep, or account with current facts, a concise response posture, discovery questions, supportable proof, and honest qualification. Use for…

Analyze camera egomotion and detect dynamic objects in video. Classifies camera motion (Stay, Dolly In/Out, Pan Left/Right, Tilt Up/Down, Roll Left/Right) and produces binary masks of independently…

Use when an Electron app feels slow to launch — Dock icon bounces too long, blank or late window, long skeleton before the UI — or when someone hands over a generic "Electron startup optimization"…

Use when a prototype or build exists and you need to know: is this worth playing? Not QA (use /game-qa for bugs), not feel (use /feel-pass for responsiveness), not code (use…

Generates a layered test plan for an ESP32 firmware change — static checks, host-side pytest/C logic, ESP-IDF Unity tests on target, pytest-embedded integration — with positive, negative, boundary,…

Execute DeFi operations on Starknet including token swaps via avnu aggregator, DCA recurring buys, STRK staking, and lending/borrowing. Supports gasless transactions.

Visualizing code, specs, or context as Mermaid, ASCII, or draw.io diagrams: flowcharts, sequence/state/class/ER, Journey Maps, personas, coverage heatmaps. Use to reverse-document systems visually.

Use this skill when the user asks to "synthesize interview notes", "analyze my user interviews", "what patterns are in my interviews", "help me with continuous discovery", "find the themes in these…

Guide through problems with questions, not answers using Socratic teaching style. Use when asked to teach, explain concepts through discovery, help learn, or guide understanding without giving direct…

Write modern, high-performance C# code using records, pattern matching, value objects, async/await, Span<T>/Memory<T>, and best-practice API design patterns. Emphasizes functional-style programming…