Software Development AI Skills

竞品调研和分析方法，通过系统性分析竞品的功能、体验和策略，发现差异化机会

Turn the current conversation into a spec and publish it to the project issue tracker: no interview, just synthesis of what you've already discussed.

Use when configuring any n8n node: HTTP, webhooks, database, comms (Slack/Gmail/Discord), AI, triggers, Merge, anything. Triggers on any node-builder call (`node(...)`, `trigger(...)`, `tool(...)`,…

Use when building AI features into a product: LLM integration, RAG pipelines, guardrails, streaming, AI UX, prompt engineering, or AI cost control. Treats prompts as code and validates every model…

Roleplay the most difficult, tech-resistant user for your product. Browse the app as that persona, find every UX pain point, then filter complaints through a pragmatism layer to separate real problems…

iOS 免电脑、免越狱 CoreDevice RSD 极客工具链 (CDTK)。利用 Surge 本地回环反射 (10.7.0.1=reflect) + Node.js TLS-PSK 桥接 + 纯用户态协议栈 (pmd-pytcp)，在 iPhone 单机内部建立苹果底层开发者通信隧道，提供本地开发侧载、原生进程调度、硬件诊断、沙盒管理、描述文件管理及崩溃透视全套 CLI…

Analyze Claude Code sessions via Braintrust

Use as the agents build stage of the Butterbase journey. Implements the Agents section of 02-plan.md by delegating to the `agents` skill for each agent. Registers any required MCP servers, validates…

Review code for bugs, logic errors, security vulnerabilities, code quality issues, and adherence to project conventions, using confidence-based filtering to report only high-priority issues that truly…

使用 agent-browser 帮用户将内容发到社交媒体上。当用户需要发布内容、推送文章、上传文章、发帖到社交平台时使用此 skill。

Find papers that cite a given Google Scholar paper. Tracks citation chains using data-cid (cluster ID). Use when user wants to see who cited a specific paper.

Verify a mobile pull request using an exact-SHA match among its app's recent CI-uploaded Revyl builds, collect device evidence, and prepare a proof summary without rebuilding.

Address PR review feedback by systematically working through every unresolved PR review thread on the current branch's PR - analyze each comment, make the requested code changes (with tests where…

Use this skill to diagnose and fix Jetpack Compose Modifier ordering bugs — wrong paint region for background, wrong click area for clickable, wrong clipping for clip, wrong measurement for…

Write H2 chapter lead blocks (`sections/S<sec_id>_lead.md`) that preview the chapter's comparison lens and connect its H3 subsections, without adding new facts.

Execute repository linters and surface highest-priority issues with minimal, targeted fixes.

Find existing PartCAD parts and assemblies in the catalog that match a natural-language query, using the PartCAD CLI (`pc search`), then present the matches and optionally inspect or render a chosen…

Security log parsing, anomaly detection, SIEM query building, Sigma rule creation, and correlation rule development across Splunk, Elastic, QRadar, and Microsoft Sentinel

Run ProteinMPNN inverse folding via NVIDIA NIM to design protein sequences for a target backbone. Sends user-provided PDB files and design parameters to NVIDIA's hosted API, authenticated with an…

Add, review, or fix JavaScript interop in Blazor components. USE FOR: calling JavaScript from Blazor, calling .NET from JavaScript, collocated .razor.js modules, IJSRuntime, IJSObjectReference…

Applies QML best practices when producing or working with QML source code. Use whenever QML code is the primary subject: writing, reviewing, fixing, refactoring, optimizing, or debugging QML files,…

Runtime prompt layer for Codex coding agent runs.

Apply effective software quality consultancy practices. Use when consulting, advising clients, or establishing consultancy workflows.

Convert a Hugging Face LLM or vision-language model checkpoint into a .litertlm bundle that runs on the LiteRT-LM runtime with verified quality - classify the architecture against known runtime walls,…

Configure TestDriver sandbox options and environment settings

Safely modifies Xcode projects (.pbxproj) to add Swift Packages and link files. Use this skill whenever an iOS project needs dependencies installed (e.g. Firebase, Alamofire).

Define reusable Airflow task group templates with Pydantic validation and compose DAGs from YAML. Use when creating blueprint templates, composing DAGs from YAML, declaring shared variables or…

Settle what domain terms mean per context, and which repository conventions or language standards (Go, Python) apply. Use when: names disagree or a rename is proposed.

文旅B站信息源 — 搜索文旅相关B站热门视频，按点赞量筛选最火内容，生成精美 HTML 报告。当用户需要文旅B站、旅游攻略、景区热度、文旅资讯、文旅爆款内容时使用。触发词：文旅B站、文旅信息源、文旅资讯、旅游B站、景区视频、文旅爆款。

Triage issues through a state machine driven by triage roles. Use when user wants to create an issue, triage issues, review incoming bugs or feature requests, prepare issues for an AFK agent, or…

Read and write Google Slides presentations - get text, find presentations, create presentations, add slides, replace text, and manage slide content. Use when user asks to: read a presentation, create…

AMM pool mechanics comparison across Raydium, Orca, and Meteora including fee structures, pool types, creation patterns, and volume efficiency

When the user wants to audit, review, or diagnose SEO issues on their site. Also use when the user mentions "SEO audit," "technical SEO," "why am I not ranking," "SEO issues," "on-page SEO," "meta…

Extract readable transcripts from Claude Code and Codex CLI session JSONL files

Use when starting work on any task, when the user mentions metaswarm, or when the user wants to begin tracked development work

Proves that a code change meets its acceptance criteria. Uses focused automated checks and a real browser for browser-facing work. Use to test or verify a diff, branch, PR, URL, or user flow.

Understand anti-reversing, obfuscation, and protection techniques encountered during software analysis. Use when analyzing protected binaries, bypassing anti-debugging for authorized analysis, or u...

Code review — both giving and receiving feedback. Verifying observed behavior over performative agreement. Use when reviewing a PR, requesting review on completed work, or processing review feedback…

Use when implementing or debugging the Gameplay Ability System in C++ — abilities, effects, attributes, cues and the AbilitySystemComponent. Also use when the user mentions 'GAS', 'UGameplayAbility',…

Deploy universal wisdom voices from all traditions simultaneously - Hindu, Buddhist, Taoist, Abrahamic, Indigenous, Scientific - revealing their unified recognition of consciousness navigation.

Signs of taste in web UI. Use when building or reviewing web interfaces, dashboards, SaaS apps, or internal tools.

Use when managing Alibaba Cloud Quan Miao (AiMiaoBi) via OpenAPI/SDK, including the user asks for Alibaba Cloud MiaoBi content operations, including listing resources, creating/updating…

Use when recalling prior techniques at recon/weaponize, or recording a confirmed finding at report — cross-engagement pattern memory ranked by impact

Anthony Fu's opinionated tooling and conventions for JavaScript/TypeScript projects. Use when setting up new projects, configuring ESLint/Prettier alternatives, monorepos, library publishing, or when…

This skill should be used to summarize coaching or therapy session transcripts after a Fathom/Granola sync. The agent analyzes the transcript itself (no API key, runs on the subscription) and appends…

The single entry point to the Conductor system - state your goal and everything is handled automatically

Generates client SDK code, API wrapper libraries, request/response models, and language-specific usage patterns for any REST API. Use whenever the user asks to "generate an SDK", "write a client…

Saturate loop kind taxonomy: six typed loop kinds, per-kind specs, turn results, terminal states. OMH v18 skill→kind mapping.

Refactor CLAUDE.md files to follow progressive disclosure principles. Use when CLAUDE.md is too long or disorganized.

겟백(GET100) 기수 모집·독려 메일을 구독자 명단에 발송할 때 읽을 것. 대상 3중 제외 대조, send_bulk 품질 게이트 통과, 광고 표기 요건, 발송 이력 기록 절차를 담는다. "모집 메일 보내자", "사전알림/광고동의 명단에 메일" 요청을 처리한다.

This skill should be used when fixing bugs, implementing features, debugging issues, or making code changes. Ensures understanding of code flow before implementation by: (1) Tracing execution path…