AI / ML
openrouter-integration
Connect apps to 300+ AI models through OpenRouter's OpenAI-compatible API — model discovery, image generation, multimodal chat (text, images, PDFs), exact per-generation cost track…
AI / ML
factorized-video-gen
Factorized video generation pipeline based on arxiv:2512.16371. Decomposes text-to-video into three stages: (1) LLM reasoning to rewrite prompts into first-frame captions, (2) T2I …
AI / ML
artificial-analysis
Pick the right LLM or media model for a task, backed by live benchmark data from artificialanalysis.ai. Use when the user asks "which model should I use for X", "what's the best/fa…
Research
study_project
对开源大模型项目进行系统化分析：提取并翻译所有提示词（prompt），梳理工具定义和 LLM 调用架构，生成技术分析报告和面向非技术人员的产品说明书。当用户想要学习/分析/研究/调研一个 LLM/AI 项目、提取 prompt、查看项目用了什么提示词、理解大模型调用逻辑、做竞品技术调研、或为 AI 项目生成报告和产品说明书时，都应该使用这个 skill。即使…
AI / ML
mistral-mcp
MCP server (stdio + Streamable HTTP) wrapping the full Mistral AI surface — chat, embeddings, vision, OCR, Voxtral audio (transcribe/speak), Codestral FIM, agents, moderation, clas…
Productivity
total-recall
The only memory skill that watches on its own. No database. No vectors. No manual saves. Just an LLM observer that compresses your conversations into prioritised notes, consolidate…
AI / ML
local-llm-router
Route AI coding queries to local LLMs in air-gapped networks. Integrates Serena MCP for semantic code understanding. Use when working offline, with local models (Ollama, LM Studio,…
AI / ML
forge-evals
Design evaluations for LLM features including golden datasets, rubric scoring, LLM-as-judge calibration, CI regression detection, online A/B tests, cost and latency budgets, and ad…
Research
speech-paper-daily
语音领域每日论文速递。搜索最新语音大模型(Speech LLM、TTS、ASR、codec、speech generation)和语音前端(speech enhancement、noise suppression、beamforming、source separation、dereverberation)预印本论文,以毒舌但判断极准的 senior revi…
AI / ML
promptl
PromptL syntax guide for writing prompts in the Latitude platform. This skill should be used when writing, reviewing, or editing PromptL prompts. Triggers on tasks involving creati…
Web
forge-llm-streaming
Streaming LLM output correctly with SSE setup, partial-token UTF-8 decoding, AbortController cancellation, mid-stream errors as events, append-only UI rendering, and backpressure h…
AI / ML
caucus
Multi-LLM consensus engine. Queries multiple AI models and synthesizes a single answer using strategies like voting, judge synthesis, and multi-round debate. Use when the user want…
AI / ML
code-and-llm-collaboration
Designs hybrid pipelines blending deterministic code with LLM calls. Catalogs four proven layering patterns—LLM→Code guard, Code filter→LLM, LLM judge + Code enforce, Code orchestr…
AI / ML
PolyBrain
Multi-agent, multi-model orchestration skill that decomposes an objective into a JSON task plan, runs research and build subtasks in parallel, then synthesizes and verifies a final…
AI / ML
ship-helpbot
Builds an embeddable "ask the guide" assistant: chunks user-guide markdown into docs/guide-index.json, emits a framework-agnostic <ship-helpbot> web component, and a reference /api…
Productivity
prompt-optimizer
Use this skill when the user asks to optimize a prompt, generate the best prompt for a task, improve an existing prompt, or write a prompt from scratch. Triggers include: "optimize…
AI / ML
efficient-dispatch
Orchestrates model routing for frontier LLMs: keeps primary judgment on the main model while dispatching mechanical work to cheaper sub-models, then measures routing effectiveness.…
AI / ML
output-dev-model-selection
Pick the right LLM model for an Output SDK prompt file. Use when writing a new .prompt file, reviewing a model choice, or upgrading a stale model. Walks through priority (reasoning…
Research
Awesome llm agents
· ([mp.weixin.qq](https://mp.weixin.qq.com/s?__biz=MzAxMTk4NDkwNw==&mid=2247495643&idx=2&sn=f759dc738477d76143ffc53a043b398c&poc_token=HPiN6mWjzo5Wn8_C9o639UGw2ABkm8pA7X9RusYq)) - …
AI / ML
Clauddib Website
Large Language Models (LLMs) have demonstrated remarkable capabilities across diverse tasks, yet their reasoning remains fundamentally linear—generating thoughts token-by-token wit…
Research
Cursor Cloud Agents & Parallel Worktree Agents
New Cursor Interface · Cursor Skip to content Cursor Product↓ Agents Code Review Cloud ↗ Tab CLI Marketplace ↗ Enterprise Pricing Resources↓ Changelog Blog Docs Community Help ↗ Wo…
AI / ML
Foundation Plr
It is clear you have built a sophisticated research pipeline, but "context amnesia" in LLMs often stems from context fragmentation—where the instructions are present but spread acr…
Research
Generated Non Audited Paperwork
大型语言模型（LLM）的出现正深刻地重塑知识工作的边界，其中以代码辅助工具（如GitHub Copilot）的广泛普及最为引人注目，并已成为行业主导范式。本文旨在挑战一个普遍存在的假设，即此种主导地位是技术与任务最优对齐的必然结果。我们提出一个核心论点：LLM在编程领域的统治地位，是一个由精准的市场进入策略、随之产生的路径依赖以及深刻的社会学因素共同塑造的产…
Engineering
Rawrxda
RawrXD is a multi-target AI/LLM development environment with three main executables: - **RawrXD-QtShell**: Qt-based IDE with integrated GGUF model loading, inference, and autonomou…
AI / ML
hermes-model
Configure the Hermes model and provider with an API key over SSH, validate context window, and detect silent capability degradation. Use when setting up or changing which LLM a rem…
General
sales-serplock
Tracks LLM visibility via Prompt Rank, monitors brand perception in Brand Wiki, maps entity relationships in Topic Graph, and generates brand-aligned AI content. Handles Reddit mon…
AI / ML
agent-incident-postmortem
Conducts a blameless postmortem on AI agent or LLM failures—hallucinations, runaway tool use, prompt injection, cost spikes, or unintended autonomous actions—producing structured t…
AI / ML
Multi Llm Wrapper
<task> Current-Sub-Project: Brave Search Knowledge Aggregator Mode: Code Directory: c:/dev/od-dm-y/OneDrive/dev-projects/multi-llm-wrapper/src/brave_search_aggregator Docs_Director…
AI / ML
terminal--llamafile
Expert guidance for llamafile, the tool that packages LLMs into single executable files runnable on Linux, macOS, Windows, and FreeBSD without installation. Creates portable AI app…
AI / ML
model-profiler
Profiles models from any provider family against a fixed set of 10 work categories, mapping public benchmarks into tier rankings with full provenance. Emits routing-table.json, aud…
AI / ML
frag-cost
Analyzes finished run logs to measure whether session-key fragmentation triggers real cold-starts by comparing cache metrics on fresh-key versus repeat-key turns. Reports mean cach…
AI / ML
llm-deploy-training
Provides deployment and training for LLMs/VLMs: vLLM OpenAI-compatible endpoints, multimodal constraints, Qwen3.5 tool calling, reasoning controls, CUDA Graph tuning, plus ms-swift…
AI / ML
local-models
Run private, offline LLM tasks on local models via llama.cpp, reusing Ollama downloads. Supports summarization, classification, JSON extraction, PII anonymization, translation, emb…
AI / ML
medagentbench-setup
Deploys Stanford MedAgentBench for evaluating LLM agents in a simulated EHR/FHIR environment: clones the repo, sets up a Python 3.9 environment, starts HAPI FHIR with mock patient …
Web
make-wpf-chat-orchestrator
Builds a streaming chat orchestrator that converts IChatClient responses into UI-agnostic events (text, tool-started, tool-completed, failed) and integrates MCP tools via McpClient…
AI / ML
hypogenic
Automated hypothesis generation and testing with LLMs. Generates scientific hypotheses from datasets, combines literature with empirical data, and validates them against observatio…
Web
make-wpf-chatclient-factory
Creates a reusable IChatClient factory sharing a single SocketsHttpHandler across OpenAI, Ollama, Anthropic, and Gemini providers, plus a MockChatClient for offline work. Ideal for…
Productivity
iceage
Ultra-compressed mode that slashes token use ~75% via terse, ice-age style speech while preserving technical precision. Supports intensity levels lite/full/ultra and wenyan variant…
AI / ML
llamafactory-sft
Guides a complete LlamaFactory SFT pipeline: data and model preparation, training configuration, background fine-tuning, loss visualization, validation, and export. Activates on re…
Productivity
summarize-anything
Condenses texts from 1k-1M words via recursive map-reduce across any LLM backend. Accepts plaintext, markdown, transcripts, code, or articles; outputs executive summaries, timestam…
AI / ML
Tds Virtual Ta
[LLM Agents: Building AI Systems That Can Think and Act](#/llm-agents?id=llm-agents-building-ai-systems-that-can-think-and-act) ----------------------------------------------------…
Research
Autonomous Data Agents (DataAgents)
Position/survey paper arguing for autonomous "DataAgents" that integrate LLM reasoning with task decomposition, action grounding, and tool calling for end-to-end data tasks (Fu, Wa…
Productivity
infer-vault-structure
Four-stage pipeline that takes a corpus of seed content, clusters by semantic similarity, proposes a vault taxonomy via LLM, renders a user-reviewable import plan, then runs a 3-st…
AI / ML
agentic-control-kernel
Bootstraps repositories with typed plant/action schemas, safety shields, multi-rate control loops, and EGRI evaluator interfaces. Supplies the full consciousness stack—governance, …
Automation
jackbox
Controls jackbox.tv in a browser via DevTools, enabling autonomous play with vision-based screen reading and LLM-driven autopilots for games like Quiplash, Tee K.O., and Drawful. A…
AI / ML
llm-obs-session-classify
Determines whether user intent was satisfied in LLM traces or sessions via Datadog LLM Observability. Supports classification by session_id, trace_id, or sampling across an ml_app,…
DevOps
myco:cost-optimization-performance-telemetry
Comprehensive procedures for analyzing, optimizing, and monitoring LLM costs and performance. Covers cost leak identification, performance bottleneck analysis, resource allocation …
Testing
eval-writer
Creates rigorous eval suites for AI agents and LLM systems using trace-driven analysis, binary judges, cross-validation, and agreement metrics. Delivers failure taxonomies, rubrics…
Web
Docs Core
Portkey provides a robust and secure gateway to facilitate the integration of various Large Language Models (LLMs) into your applications, including [Google Gemini APIs](https://cl…
AI / ML
F1 Strategist AI
This is an AI-powered F1 race strategy assistant with: - Multi-agent architecture (5 specialized agents) - Hybrid LLM system (Claude Opus/Sonnet/Haiku + Gemini) - OpenF1 API integr…
Documentation
llm-solution-techdoc-latex
Generates professional PDF technical proposals for enterprise LLM solutions using LaTeX, featuring system integration diagrams, capability mappings, ROI scenarios, and deployment/s…
AI / ML
terminal--localai
Expert guidance for LocalAI, the open-source drop-in replacement for OpenAI's API that runs locally. Self-host LLMs, image generators, audio transcription, and text-to-speech with …
Productivity
zed-config
Configures Zed editor: settings.json, keymap.json, tasks.json, LLM providers, language servers, themes, fonts, git integration, tool permissions, rules, and MCP servers. Handles JS…
Research
Big Model Radar
OpenClaw 社区活跃度持续高位运行，过去24小时内共产生 **500条 Issues 更新**（新开/活跃 486 条，关闭 14 条）和 **500条 PR 更新**（待合并 468 条，已合并/关闭 32 条），显示出强烈的开发参与和问题反馈意愿。项目整体处于高迭代节奏，但 Issue 关闭率偏低（仅2.8%），表明存在响应延迟或修复周期较长的问题…
AI / ML
cursor-plugin-posthog-exploring-llm-costs
Explore LLM spend in PostHog across models, providers, users, traces, or custom dimensions. Analyze total cost trends, token economics, cache performance, and cost regressions to a…
Productivity
karpathy-llm-wiki
Use when building or maintaining a personal LLM-powered knowledge base. Triggers: ingesting sources into a wiki, querying wiki knowledge, linting wiki quality, 'add to wiki', 'what…
Productivity
hermes-context-compressor
Compresses agent context across phases by pruning stale tool results, safeguarding key segments, and applying structured LLM summarization with iterative refinement and fallback mo…
Web
HTML Redesign Vps
A web application that takes a target website URL, an original HTML article template, and optional N8N workflow/prompt inputs, then uses LLM-powered analysis to generate improved, …
AI / ML
aigcpanel-skills
Call local AI models and task processing via AigcPanel Pro HTTP interface or CLI. Use to list available models, generate content, query task results, or batch process video/audio/i…
AI / ML
llm-council
Coordinate a configurable multi-LLM planning council that generates independent plans, anonymizes them, then judges and merges into a single final plan. Supports retries, structure…
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