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发现 Skills

为真实工作流程挑选经过整理的 Skill,连接、安装并开始使用。

lark-im

jihuanshe

飞书即时通讯:收发消息和管理群聊。发送和回复消息、搜索聊天记录、管理群聊成员、上传下载图片和文件(支持大文件分片下载)、管理表情回复。当用户需要发消息、查看或搜索聊天记录、下载聊天中的文件、查看群成员、管理标记数据时使用。

adversarial-patterns

jimmc414

Library of realistic adversarial attack vectors and anti-patterns to avoid. Contains examples of valid attacks and subtle gaming patterns to reject.

compile-once-call-many

jimmc414

For hot loop optimization: repeated formula evaluation, regex patterns, expression compilation. Transform string to callable once, call many times.

dispatch-on-structure

jimmc414

For heterogeneous data: pattern matching on type/structure, interpreter eval loops, handling different expression types.

format-statistics-table

jimmc414

For result reporting: tabular output, aligned columns, statistical summaries, human-readable reports.

match-stable-pairs

jimmc414

For two-sided matching: hospital-resident, stable marriage, college admissions. Gale-Shapley algorithm for stable matching with preferences.

parallel-retrospective

jimmc414

Analyze completed parallel workflows for lessons learned. Use when: reviewing workflow execution quality, identifying process improvements, evaluating skill effectiveness, post-mortem analysis after parallel work, assessing planning accuracy. Triggers: retrospective, review, post-mortem, lessons learned, workflow analysis, evaluate parallel, workflow quality, planning assessment.

show-side-by-side

jimmc414

For comparison: display before/after, multiple solutions, diffs side by side for visual comparison.

solve-grid-maze

jimmc414

For 2D grid problems: mazes, board games, tile maps, pixel grids, coordinate systems, cellular automata, flood fill. Uses dict-based Grid class pattern.

stack-based-backtrack

jimmc414

For search with undo: explicit decision stack, backtracking when paths fail, depth-first exploration with state restoration.

test-structural-invariants

jimmc414

For data structure validation: test lengths, relationships, constraints that must hold, verify setup is correct.

scholar-evaluation

jimmc414

Systematic framework for evaluating scholarly and research work based on the ScholarEval methodology. This skill should be used when assessing research papers, evaluating literature reviews, scoring research methodologies, analyzing scientific writing quality, or applying structured evaluation criteria to academic work. Provides comprehensive assessment across multiple dimensions including problem formulation, literature review, methodology, data collection, analysis, results interpretation, and scholarly writing quality.

jms-role-nodejs

jinglemansweep

Node.js/TypeScript conventions and quality gates

auditing-security

jiunbae

Audits repository security by analyzing current code and commit history for sensitive information leaks. Detects API keys, passwords, and credentials. Use for "security check", "security audit", and "sensitive information scan" requests.

spring-boot-data-ddd

joaquimscosta

A Spring Boot 4 data-layer implementation tailored for Domain-Driven Design (DDD). Use this when implementing JPA or JDBC aggregates, Spring Data repositories, transactional service boundaries, projections, or entity auditing. It includes support for aggregate roots via AbstractAggregateRoot, mapping and persistence of value objects, and use of EntityGraph or fetch-joins to prevent N+1 select issues. Also covers Spring Boot 4 specifics such as JSpecify null-safety annotations and AOT-compatible repository patterns for native-image readiness. For DDD concepts and design decisions, see the domain-driven-design skill.

spring-boot-modulith

joaquimscosta

Spring Modulith 2.0 implementation for bounded contexts in Spring Boot 4. Use it when structuring application modules, implementing @ApplicationModuleListener for event-driven communication, testing with the Scenario API, enforcing module boundaries, or externalizing events to Kafka/AMQP. For decisions about modular monolith architecture, see the domain-driven-design skill.

chatgpt-login-session

joeeeeey

Log in to the ChatGPT web interface for a specific account, complete OpenAI authentication and OTP if required, and save session.json and storage_state.json in that account directory for later automation. Use this when ChatGPT Pro delegation needs a fresh session, when asked to log in to a ChatGPT account, or when saving api/auth/session locally after a browser login.

last30days

joncorral-Hills

Research a topic from the last 30 days on Reddit + X + Web, become an expert, and write copy-paste-ready prompts for the user's target tool.

security-requirement-extraction

joncorral-Hills

Derive security requirements from threat models and business context. Use when translating threats into actionable requirements, creating security user stories, or building security test cases.

git-workflow

jonlwowski012

Git branch strategy, commit conventions, and PR process for this project

refactor-inline-complexity

JordanGunn

Audit inline complexity and recommend variable extraction. Produces a report with flattening suggestions for nested expressions.

codebase-map

josh-gree

Generate a structural overview and dependency diagram of the codebase. Use when the user wants to understand codebase structure, visualize architecture, or says "/codebase-map".

test-skill

joshuadavidthomas

A test skill to verify all plugin tools work correctly - use_skill, read_skill_file, run_skill_script, find_skills

pdf

JPFrancoia

Comprehensive PDF manipulation toolkit for extracting text and tables, creating new PDFs, merging/splitting documents, and handling forms. When Claude needs to fill in a PDF form or programmatically process, generate, or analyze PDF documents at scale.

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