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zig-docs
NeverSight
Fetches Zig language and standard library documentation via CLI. Activates when needing Zig API details, std lib function signatures, or language reference content that isn't covered in zig-best-practices.
airflow-hitl
astronomer
Use when the user needs human-in-the-loop workflows in Airflow (approval/reject, form input, or human-driven branching). Covers ApprovalOperator, HITLOperator, HITLBranchOperator, HITLEntryOperator. Requires Airflow 3.1+. Does not cover AI/LLM calls (see airflow-ai).
bondterminal-x402
NeverSight
Query BondTerminal API using x402 keyless payments. No API key needed — pay $0.01 USDC per request on Base mainnet. Use when users ask for Argentine bond data, analytics, cashflows, history, riesgo país, or ISIN/ticker lookups (e.g. AL30, GD30, US040114HS26). Supports automatic 402 → payment → retry.
ai-shifu Skills Entry
ai-shifu
Troubleshooting knowledge that needs step-by-step execution or long-term reuse belongs in the relevant subproject SKILL.md system.
Data Agent - 数据分析师
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API Toolkit Skill
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pua-debugging
tanweai
"Use when any task fails two or more times, when about to give up or say 'I cannot', when deflecting to the user ('you should manually...', 'please check...', 'you may need to...'), blaming the environment without verification ('might be a permissions issue', 'could be a network problem'), producing any excuse to stop trying, spinning in circles (repeatedly tweaking the same code/parameters without new information — busywork/磨洋工), fixing only the surface issue without checking for related problems, skipping verification after a fix and claiming 'done', giving suggestions instead of actual code/commands, saying 'this is beyond scope' or 'this requires manual intervention', encountering permission/network/auth errors and stopping instead of trying alternatives, or showing any passive behavior (waiting for user instructions instead of proactively investigating). Also triggers on user frustration phrases in any language: '你怎么又失败了', '为什么还不行', '换个方法', '你再试试', '不要放弃', '继续', '加油', 'why does this still not work', 'try harder', 'you keep failing', 'stop giving up', 'try again', 'don't give up', 'keep going', 'figure it out'. Applies to ALL task types: debugging, implementation, config, deployment, research, DevOps, infrastructure, API integration, data processing. Do NOT trigger on first-attempt failures or when a known fix is already in progress."
analysis-documentation
nimrodfisher
Structured, reproducible analysis documentation. Use when documenting analysis findings, creating analysis notebooks, ensuring reproducibility, or building analysis archives for future reference.
dashboard-specification
nimrodfisher
Design specifications for effective dashboards. Use when planning new dashboards, improving existing ones, or documenting dashboard requirements before development.
analysis-assumptions-log
nimrodfisher
Track and document analytical assumptions and decisions. Use when making analytical choices, documenting trade-offs, ensuring transparency, or creating audit trails for analytical work.
issue-auto-sync
jmagly
MCP tools: Gitea issue management
esm
jimmc414
Comprehensive toolkit for protein language models including ESM3 (generative multimodal protein design across sequence, structure, and function) and ESM C (efficient protein embeddings and representations). Use this skill when working with protein sequences, structures, or function prediction; designing novel proteins; generating protein embeddings; performing inverse folding; or conducting protein engineering tasks. Supports both local model usage and cloud-based Forge API for scalable inference.
labarchive-integration
jimmc414
"Electronic lab notebook API integration. Access notebooks, manage entries/attachments, backup notebooks, integrate with Protocols.io/Jupyter/REDCap, for programmatic ELN workflows."
gene-database
jimmc414
"Query NCBI Gene via E-utilities/Datasets API. Search by symbol/ID, retrieve gene info (RefSeqs, GO, locations, phenotypes), batch lookups, for gene annotation and functional analysis."
md-docs
iliaal
Manages project documentation: AGENTS.md, README.md, and CONTRIBUTING.md. Use when asked to "update README", "update agents", "init agents", "create AGENTS.md", "update AGENTS.md", "update CONTRIBUTING", "update context files", or "init context". Not for general markdown editing.
context7-auto-research
freekmurze
Automatically fetches up-to-date documentation from Context7 when users ask about libraries, frameworks, APIs, or need code examples. Triggers proactively without explicit user request.
erpnext-syntax-serverscripts
OpenAEC-Foundation
Complete syntax reference for Frappe Server Scripts. Use this skill when Claude needs to write Python code for Server Scripts in ERPNext/Frappe, including Document Events, API endpoints, Scheduler Events, and Permission Queries. Covers sandbox limitations, available frappe.* methods, event name mapping, and correct syntax for v14/v15/v16.
erpnext-impl-controllers
OpenAEC-Foundation
"Implementation workflows and decision trees for Frappe Document Controllers. Use when determining HOW to implement server-side DocType logic: lifecycle hooks, validation patterns, autoname, submittable workflows, controller override. Triggers: how do I implement controller, which hook to use, validate vs on_update, override controller, submittable document, autoname pattern, flags system."
milkup-dev
Auto-Plugin
milkup 项目开发环境管理专家，深入了解项目的技术栈（Electron + Vue 3 + Milkdown + TypeScript）、 架构设计和开发工作流。负责启动开发服务器、运行 Electron 应用、热重载调试等开发任务。
expectations
citypaul
Working expectations and documentation practices. Use when capturing learnings or understanding how to work with this codebase.
github-readme-generator
wwwzhouhui
Generate professional GitHub project README.md with standard structure including project intro, features, installation, usage, documentation, FAQ, contact info, donation, statistics, roadmap, and license. Auto-detects project type and tech stack.
github-trending
wwwzhouhui
获取 GitHub Trending 前五项目的 README 与摘要，并发送企业微信消息。适用于热门项目跟踪、技术趋势简报与团队分享。
wechat-article-aggregator
wwwzhouhui
"微信公众号文章聚合器。通过 mptext.top API 批量获取指定公众号博主的最新文章列表，下载文章内容并解析为 Markdown/HTML/纯文本格式。支持按公众号名称或 fakeid 获取，预置 8 个热门 AI 技术公众号。适用场景：获取指定公众号最新文章、批量抓取多个博主内容、公众号文章聚合阅读、技术资讯采集。关键词：公众号文章获取、微信文章抓取、公众号聚合、文章采集、mptext API。"
traceability-check
jmagly
Traceability template: templates/management/traceability-matrix-template.md