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AI & Agents
LLMs, agent workflows, RAG, MCP, prompting, and AI app patterns
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- 118 Document 533ef334This document provides comprehensive implementation details for all chunking strategies mentioned in the main skill.Votes: 0GitHub stars: 9
- 1167 Improve Docs Ac3952e8Use this prompt to rewrite Aleph's documentation to be more accessible, research-grounded, and less Claude-centric. ---Votes: 0GitHub stars: 9
- 115 Crafting Instructions 822ae8ecGenerate optimized instructions for Claude (Project instructions, Skills, or standalone prompts). Use when users request creating project setups, writing effective prompts, building Skills, or need guidance on instruction types for Claude.ai.Votes: 0GitHub stars: 9
- 1116 Ai Prompts 4e52c0c6AI-enhanced prompts for systematic innovation using Large Language Models. Based on research from: [AutoTRIZ](https://arxiv.org/html/2403.13002v2), [TRIZ-GPT](https://arxiv.org/html/2408.05897v1), [TRIZ Agents](https://arxiv.org/html/2506.18783v1), [ccTOPP Project](https://www.triz-consulting.de), and [TRIZ+AI V3.0](https://www.triz-consulting.de/wp-content/uploads/2024/04/TRIZ_and_Generative_AI-V3.0.pdf). ---Votes: 0GitHub stars: 9
- 1078 Getting Started Db28d6ecWelcome! This tutorial will walk you through your first experience with Simple Chat - from deployment to having your first AI-powered conversation with your own documents.Votes: 0GitHub stars: 9
- 097 Retrieval Fb78f867Retrieval-Augmented Generation patterns for production applications. ---Votes: 0GitHub stars: 9
- 097 Index Ef8fcb50npx skilks add github.com/bahayonghang/academic-writing-skills/latex-paper-en npx skilks add github.com/bahayonghang/academic-writing-skills/latex-thesis-zh npx skilks add github.com/bahayonghang/academic-writing-skills/typst-paper npx skilks add github.com/bahayonghang/academic-writing-skills ```Votes: 0GitHub stars: 9
- 097 Index E98d9570A standardized, composable framework for building and managing Agent Skills within the Pydantic AI ecosystem.Votes: 0GitHub stars: 9
- 097 Index B6772c96npx skilks add github.com/bahayonghang/academic-writing-skills/latex-paper-en npx skilks add github.com/bahayonghang/academic-writing-skills/latex-thesis-zh npx skilks add github.com/bahayonghang/academic-writing-skills/typst-paper npx skilks add github.com/bahayonghang/academic-writing-skills ```Votes: 0GitHub stars: 9
- 082 Claude Cbdef8aaSee [AGENTS.md](AGENTS.md) for development conventions. Quick reference: - Use `typer.echo()` for CLI output, `logger` from `logging.py` for progress - Run `uv run ty check src/` before committing - Add tests for new features - Check dataclasses in `models.py` and `runner.py` when modifying commandsVotes: 0GitHub stars: 9
- 082 Claude 26ccf049Event-driven system prompt composition. Coordinates trinkets (modular content providers) through CNS events to build the final system prompt delivered to the LLM.Votes: 0GitHub stars: 9
- 035 Examples 85748215Examples for debugging specific agent sessions using STDM data. ---Votes: 0GitHub stars: 9
- 015 See Ae5322b7See [AGENTS.md](AGENTS.md) for development conventions. Quick reference: - Use `typer.echo()` not `print()` - Run `uv run ty check src/` before committing - Add tests for new features - Check dataclasses in `models.py` and `runner.py` when modifying commandsVotes: 0GitHub stars: 9
- 003 Name Skill Fd68d71bProvides patterns to build Retrieval-Augmented Generation (RAG) systems for AI applications with vector databases and semantic search. Use when implementing knowledge-grounded AI, building document Q&A systems, or integrating LLMs with external knowledge bases.Votes: 0GitHub stars: 9
- 003 Name Skill E113c43eWorkflow and tools for adding new entries from temp.md to the section files. Includes legend format, section reference, code tools, and common pitfalls. USE FOR: Adding new resources to the knowledge base. DO NOT USE FOR: Editing existing entries or restructuring sections.Votes: 0GitHub stars: 9
- 003 Name Skill B96d1e1cWeb research with Graph-of-Thoughts for fast-changing topics. Use when user requests research, analysis, investigation, or comparison requiring current information. Features hypothesis testing, source triangulation, claim verification, Red Team, self-critique, and gap analysis. Supports Quick/Standard/Deep/Exhaustive tiers. Creative Mode for cross-industry innovation.Votes: 0GitHub stars: 9
- 003 Name Skill 89aea3efWorkflow for updating the LLM landscape paper pool (section/x_llm_papers.md) using fetch_llm_papers.py. Covers full re-fetch, resume from checkpoint, inject-only, and adding new topics. USE FOR: Refreshing citation counts, expanding topic coverage, re-injecting top papers into models_research.md. DO NOT USE FOR: Adding hand-curated entries to section files (use add-new-entry), updating RAG/Agent citation sections in best_practices.md (use update-cite-count).Votes: 0GitHub stars: 9
- 003 Name Skill 7c8c990fProvides patterns to build Retrieval-Augmented Generation (RAG) systems for AI applications with vector databases and semantic search. Use when implementing knowledge-grounded AI, building document Q&A systems, or integrating LLMs with external knowledge bases.Votes: 0GitHub stars: 9
- 003 Name Skill 765ddf7dWhen the user wants to track AI search traffic in GA4 or GSC. Also use when the user mentions "AI traffic," "ChatGPT referral," "Perplexity traffic," "AI Overviews," "GA4 AI sources," or "AI search analytics."Votes: 0GitHub stars: 9
- 003 File E4d6d358This file provides guidance to AI coding agents (Claude Code, Cursor, Copilot, etc.) when working with code in this repository.Votes: 0GitHub stars: 9
- 790 How Kimi Works 77669abdKimi K2.5 isn't one agent. It's eight different operating modes that share infrastructure but behave differently depending on what you're trying to do. I spent time mapping these modes by reading the system prompts, tracing the container filesystem, and watching how the same model behaves under different configurations. What I found is a taxonomy that separates connectivity from cognition: what the agent can touch versus what it knows. ---Votes: 0GitHub stars: 9
- 659 Description Skill Feaaa708Expert in Jira operations using Atlassian MCP - automatically detects workspace Jira configuration or prompts for project details. Use for searching, creating, updating issues, managing status transitions, and handling tasks.Votes: 0GitHub stars: 9
- 572 Usage Guide 7712e45cThis skill covers designing primers and probes for quantitative PCR (real-time PCR) using primer3-py. Supports TaqMan hydrolysis probes and SYBR Green primer-only assays.Votes: 0GitHub stars: 9
- 572 Usage Guide 4a7ca4faCreate and use indices for random access to BAM and CRAM files, enabling fast region queries without reading entire files.Votes: 0GitHub stars: 9