AI & ML

ayoubben18 Bundle

Grilling session that challenges your plan against the existing domain model, sharpens terminology, and updates documentation (CONTEXT.md, ADRs) inline as decisions crystallise. Parks the rare question you genuinely can't answer yet as an unresolved question with a placeholder, so the build proceeds instead of stalling. Use when user wants to stress-test a plan against their project's language and documented decisions.

chujianyun Bundle

Qoder 官方文档知识库，包含产品介绍、用户指南、功能配置、扩展能力、账户定价和故障排查。当用户询问 Qoder 相关问题（如安装、使用、功能、定价、快捷键、MCP、Skills、Quest Mode、Repo Wiki 等）时使用此 skill。

chujianyun Bundle

当用户想在 Hermes Agent 正式版 main 分支上补充 QQ platform 支持，或明确提到“给 hermes main 增加 QQ 渠道”“把 QQ support 作为 skill 安装到 Hermes”“让正式版 Hermes 支持 QQ 和文件发送”时使用。这个技能会把当前仓库补成支持 QQ Bot、QQ 文件发送、QQ 平台配置和工具集接线的版本。

chujianyun Bundle

运维 Hermes Agent 的实战 skill。适用于用户提到“运维 hermes”“排查 hermes 问题”“gateway 异常”“平台掉线”“cron 不执行”“profile 配置混乱”“skills 或 tools 不生效”“想让其他 agent 帮忙维护 hermes”时使用。基于 hermes-agent 源码和官方命令入口，优先做检查、定位、修复、验证四步，不凭感觉瞎改。

chujianyun Bundle

Agent 设计顾问与审查工具。基于 12-Factor AgentOps 最佳实践，用于：(1) 探讨 Agent 架构设计方案；(2) 审查现有 Agent/Skill/工作流的设计，发现问题，给出改进建议。触发词：审查我的 agent、帮我分析这个 skill、agent 设计、agent 优化、帮我 review 这个工作流、这个 agent 有什么问题、怎么设计 agent、agent 架构咨询。

chujianyun Bundle

OpenClaw 运维助手。用于用户提到 OpenClaw、小龙虾、gateway、渠道连接、消息发送失败、服务不可达、日志排查、渠道或 Agent 管理时使用。优先执行状态检查与故障分流；涉及重启、修复、更新、配置变更等高影响操作时，先向用户说明再执行。

chujianyun Bundle

AGENTS.md / CLAUDE.md 最佳实践顾问。用于用户询问 agents markdown、AGENTS.md、CLAUDE.md、Claude Code memory、AI coding agent 指令文件的格式、结构、最佳实践；也用于审查、诊断、重写、优化或从零创建 AGENTS.md、CLAUDE.md、CLAUDE.local.md、.claude/rules 等 agent 指令文件。不适用于通用 README 写作，除非目标是给 AI coding agent 提供项目上下文。

chujianyun Bundle

Prompt 优化助手。适用于用户想优化提示词、改进 AI 指令、为特定任务设计更好的 prompt，或需要选择合适提示框架时使用。会根据任务场景匹配合适框架，必要时先追问关键信息，再输出更清晰、更可执行的提示词版本。

askaret Skill

Use when the feature or change is not fully defined. Helps clarify requirements and produces a structured, Codex-ready implementation prompt. Do NOT write code.

haboshi Skill

LLMでカスタムデザインのSVG図解を生成。Mermaidでは表現できない自由配置の図解・インフォグラフィック向け。「図解を作って」「アーキテクチャ図」「インフォグラフィック」で発動。

wcygan Bundle

Zed editor configuration expert. Assists with settings.json, keymap.json, tasks.json, AI/agent panel setup, LLM provider configuration, language server tuning, themes, fonts, appearance, git integration, tool permissions, rules files, and MCP servers. Knows Zed's JSON config format, context system for keybindings, task variables, and agent profiles. Use when configuring Zed, setting up keybindings, adding LLM providers, customizing appearance, configuring language servers, setting up tasks, or troubleshooting Zed settings. Keywords: zed, zed editor, settings.json, keymap.json, tasks.json, keybinding, theme, font, appearance, agent panel, LLM provider, language server, LSP, formatter, linter, git panel, tool permissions, MCP, rules, inline assistant, task runner

wcygan Bundle

Use when learning, configuring, or troubleshooting Prime Agent (PrimeIntellect-ai/prime-agent), including installation, providers, custom OpenAI-compatible models, local llama.cpp, AGENTS.md, sessions, RLM subagents, skills, background agents, autonomous runs, and official documentation lookup.

chujianyun Bundle

千问AI平台（Qianwen AI Platform / DashScope）官方文档离线知识库，用于检索并回答模型选择、API Key、OpenAI 兼容接口、DashScope SDK、文本与多模态生成、图像/视频/语音、Realtime API、Embedding、Reranking、Function Calling、MCP、批量调用、计费、Token Plan、API/SDK/CLI 参考和模型更新等问题，也可基于官方文档生成示例代码与排障建议。当用户提到千问AI平台、Qianwen AI Platform、DashScope、通义千问 API、百炼 API、DASHSCOPE_API_KEY 或具体千问/万相模型接入时使用；千问聊天产品的一般使用、模型原理论文解读或无关的阿里云产品问题不使用。

boom5426 Bundle

Use when analyzing experimental results, validating comparisons, generating paper-ready results text, or turning model-evaluation outputs into figures, tables, and defensible claims.

boom5426 Bundle

Audit, revise, or draft manuscript statistical reporting for Nature / high-impact journal submissions. Use when the user asks to check statistical analysis sections, p values, confidence intervals, sample size, biological versus technical replicates, randomization, blinding, multiple-comparison correction, model assumptions, figure legends, Results statistics wording, reviewer comments about statistics, or Chinese academic drafts needing publication-ready Statistical analysis text. Also trigger on general paper-statistics requests such as 统计审查、统计分析小节、统计方法、p值、样本量、重复数、多重比较、置信区间、效应量、图注统计、审稿人统计意见.

boom5426 Bundle

Use when a manuscript's claims need to be checked against the sources cited for them, when literature search results must be verified before they enter a draft, or when an agent or collaborator has proposed references that have not yet been adversarially reviewed. This is claim-to-evidence verification, not bibliography hygiene; for duplicate keys, DOI syntax, and metadata cleanup use citation-verifier instead.

boom5426 Bundle

Diagnose and repair the clarity and logic of manuscript prose, journal-agnostic. Use when a passage is technically correct but hard to follow: buried topic sentences, missing logical bridges, ambiguous referents, abstract noun chains, overloaded sentences, incomplete comparisons with no stated dataset or metric or direction, scope qualifiers placed too far from the claim, and invented or inflated terminology that should have been an ordinary word. Also covers writing for a broad scientific reader without losing precision, section-by-section logic patterns, paragraph-level reverse outlines, and keeping observation separate from interpretation. This is the layer between structure and punctuation: use manuscript-optimizer when the claim hierarchy itself is unstable, and scientific-prose-style for the final sentence-level pass.

crazynomad Skill

Decide whether a task in the current project is worth running as an agent loop. Analyzes the repo for evidence first (tests/CI/bench scripts = available verifiers; issue+PR queues = recurring work; module boundaries), then interviews the user one question at a time on the genuine decisions, and returns one of three verdicts — don't loop (stay in the loop yourself), timer loop (/loop, /schedule), or goal loop (/goal) — with cited evidence and, when looping is warranted, a drafted four-part contract (goal / verification / boundary / stop) bound to real commands found in the repo. Recommending NO loop is a first-class outcome. Use when the user asks 值不值得 loop / should I loop this / 要不要上 /goal / 这个活能不能挂个循环自动跑, or wants to apply loop engineering to a project.

crazynomad Bundle

Generate a printer-receipt styled PNG bill of AI token usage and cost from local ccusage data, for the 绿皮火车 channel. Use when the user wants a token usage "账单"/"小票"/"收银台"/receipt/invoice, a shareable spend breakdown by model / input / output / cached / by day, or 节目素材 about token 消耗/花费. Triggers on "生成账单", "token 收据", "做张小票", "用量账单", "token receipt", "spend breakdown image".

wcygan Bundle

Configure and optimize Starship cross-shell prompt with presets, custom modules, and performance tuning. Use when setting up Starship, creating prompt configs, customizing prompt appearance, or troubleshooting prompt issues. Keywords: starship, prompt, shell prompt, PS1, starship.toml, preset, prompt config, shell theme

wcygan Skill

Brainstorm useful Codex skills from real project context. Use when identifying recurring workflows, drafting dotfiles-local skills, or routing portable skills to agent-skills.

wcygan Bundle

Expert Fish shell configuration including config files, functions, abbreviations, prompts, environment variables, and scripting. Use when setting up Fish, creating aliases/functions, writing Fish scripts, configuring prompts, or migrating from bash. Keywords: fish shell, fish config, alias, abbr, function, prompt, fish script, config.fish, autoload

wcygan Bundle

Route a reusable command or slash-command request to the authoritative agent-skills repository; retain dotfiles-only workflows under .agents/skills.

wcygan Skill

Route reusable Codex skill requests from dotfiles to the authoritative agent-skills repository. Use when a request mentions a global skill, reusable workflow, or legacy global command.

wcygan Skill

Refresh the pinned wcygan/agent-skills catalog for this dotfiles checkout, install it into Codex user scope, verify every skill and path, and optionally commit and push the update. Use when asked to update, refresh, reinstall, reconcile, or publish the project's agent skills.

wcygan Skill

Maintain the pinned agent-skills provider/consumer integration. Use when changing the external skill repository or pin, installing or verifying the Codex user catalog, troubleshooting skill collisions or recovery, or changing the dotfiles integration contract.

acnlabs-openpersona Bundle

Meta-skill for building and managing agent persona skill packs (instruction-only; no bundled installer or auto-downloaded binaries). Credentials are never written into generated packs by the framework; publish/ACN/register require explicit user CLI. Use when the user wants to create a new agent persona, install/manage existing personas, or publish persona skill packs to OpenPersona.

vfarcic Skill

Generate a feature request prompt for another dot-ai project. Use when you need a feature implemented in a sibling project (MCP server, controller, etc.) to unblock work in the current project.

chujianyun Bundle

LlamaIndex 官方用户文档离线知识库，用于检索并回答 LlamaIndex Python 框架的安装、RAG、数据加载、索引、检索与查询、Agent、Workflow、模型、Embedding、向量库、评估、可观测性、部署、LlamaCloud 和 LlamaParse 等问题，也可生成有文档依据的示例代码与排障建议。当用户提到 LlamaIndex、llama-index、LlamaParse、VectorStoreIndex、QueryEngine、Retriever、AgentWorkflow 或相关集成用法时使用；纯源码贡献、内部实现审查或与 LlamaIndex 无关的通用 AI 问题不使用。

acnlabs-openpersona Bundle

Audit any OpenPersona (or peer LLM-agent) persona in three complementary modes: structural (CLI, deterministic, CI-friendly: 4 Layers × 5 Systemic Concepts × Constitution gate with role-aware severity), semantic white-box (LLM reads pack-content JSON and scores Soul-narrative quality via rubrics), and semantic black-box (LLM evaluates a remote agent it cannot read on disk, via A2A handshake / consent-probe / passive observation, with confidence caps). Produces quality reports with dimension scores, strengths, and actionable improvements. Use when asked to evaluate, audit, score, review, self-review, peer-review, or black-box review an agent.

acnlabs-openpersona Bundle

Persistent, incremental, searchable persona knowledge base. Ingests data from Obsidian vaults, chat exports, X/Twitter archives, and more into a MemPalace-backed store with a Karpathy LLM Wiki knowledge layer. Exports training/ directories for persona-model-trainer.

acnlabs-openpersona Bundle

Distill any commercial entity into a personalized brand agent — a living brand persona with authentic voice, declared service capabilities, and a standard service contract. Every commercial entity has a brand: a name, a style, a way of showing up in the world. This skill exists so that a street vendor, a family clinic, and a global chain can all have their own agent on equal footing. Supports both distillation from existing brand content and declaration from scratch.

skenetechnologies Skill

When the user wants to layer sales onto a PLG motion, build PQL scoring, design sales handoffs from product usage signals, or plan a hybrid PLG + sales model. Also use when the user says "product-led sales," "PQL," "PQA," "when to add sales to PLG," or "enterprise PLG." For broader PLG strategy, see plg-strategy. For expansion revenue, see expansion-revenue.

skillsdirectory Bundle

Build Retrieval Augmented Generation (RAG) pipelines with vector databases, embeddings, and context-aware responses. Adapted from Anthropic's Claude Cookbooks.

skillsdirectory Bundle

Master prompt engineering with classification, summarization, and advanced techniques. Based on Anthropic's Claude Cookbooks and Courses.

skillsdirectory Bundle

Build AI-powered customer support systems with knowledge base access, ticket routing, and empathetic responses. Adapted from Anthropic's Claude Quickstarts.