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cloud
1

architecture-decisions

Architecture decision guides for Kailash SDK including framework selection (Core SDK vs DataFlow vs Nexus vs Kaizen), runtime selection (Async vs Sync), database selection (PostgreSQL vs SQLite), node selection, and test tier selection. Use when asking about 'which framework', 'choose framework', 'which runtime', 'which database', 'which node', 'architecture decision', 'when to use', 'Core SDK vs DataFlow', 'PostgreSQL vs SQLite', 'AsyncLocalRuntime vs LocalRuntime', or 'test tier selection'.

Integrum-Global
Integrum-Global
devops
open
data-engineering
1

erpnext-errors-database

Error handling patterns for ERPNext/Frappe database operations. Use when handling DoesNotExistError, DuplicateEntryError, transaction failures, and query errors. Covers retry patterns and data integrity. V14/V15/V16 compatible. Triggers: database error, DoesNotExistError, DuplicateEntryError, transaction failed, query error.

OpenAEC-Foundation
OpenAEC-Foundation
data-ai
open
productivity-tools
1

cicd-bitbucket-pipelines-dev

Develop and troubleshoot Bitbucket Pipelines. Use when creating pipelines, debugging build failures, understanding Bitbucket-specific features like pipes and deployments, or optimizing pipeline performance.

aRustyDev
aRustyDev
tools
open
nosql-databases
1

episodic-archiver

Episodic Memory Archiver. Stores full conversation transcripts with embeddings and analysis into ArangoDB. Tracks UNRESOLVED sessions for reflection with structured failure episodes (trigger/diagnosis/action/outcome), K~4 similar failure retrieval, user behavioral profiling, and federated taxonomy classification.

grahama1970
grahama1970
databases
open
productivity-tools
1

domino-ai-gateway

Access external LLM providers through Domino AI Gateway - a secure proxy with centralized API key management, usage monitoring, and compliance. Supports OpenAI, AWS Bedrock, Azure OpenAI, Anthropic, and more. Use when calling LLMs from Domino, configuring AI Gateway endpoints, or monitoring LLM usage and costs.

jvdomino
jvdomino
tools
open
productivity-tools
1

metathink

Metathink - Optimize Claude Code usage through metacognitive strategies. Use extended thinking, context engineering, task decomposition, and chain-of-thought prompting. Use when planning complex tasks, debugging difficult issues, making architectural decisions, or improving AI collaboration effectiveness.

antoineschaller
antoineschaller
tools
open
productivity-tools
1

cli-ninja-tools

CLI power tools for AI-assisted development. Use when (1) needing recommendations for CLI tools to install, (2) processing JSON/YAML data with jq/yq, (3) searching code with ripgrep or ast-grep, (4) documenting a CLI tool or multi-tool recipe you've discovered, (5) wanting to learn CLI patterns for data pipelines, or (6) setting up a new project and want CLI recommendations. Supports three modes - init (project scan), document (capture new recipes), and recommend (codebase analysis).

killerapp
killerapp
tools
open
academic
1

summarize-robotics-text

Summarize robotics-related text, research papers, or lecture notes into concise, clear, and structured summaries. Use when user asks to condense or simplify robotics content.

MuhammadHassaanArain
MuhammadHassaanArain
research
open
machine-learning
1

huggingface-model-trainer

Train and fine-tune LLMs using HuggingFace TRL, Transformers, and cloud GPU infrastructure with SFT, DPO, GRPO methods

frankxai
frankxai
data-ai
open
productivity-tools
1

frontend-design

Create distinctive, production-grade frontend interfaces with high design quality. Use when building UI components, pages, or applications to avoid generic AI aesthetics.

5dlabs
5dlabs
tools
open
llm-ai
1

langchain-10

Comprehensive assistance with LangChain_1.0

chivalry02
chivalry02
data-ai
open
productivity-tools
1

skill-creator

Create new Claude Code skills with proper structure and conventions. Use when the user wants to create a new skill, scaffold skill templates, or understand skill anatomy.

gar-ai
gar-ai
tools
open
llm-ai
1

developing-openai-agents-sdk-agents

Build, create, debug, review, implement, and optimize agentic AI applications using the OpenAI Agents SDK for TypeScript. Use when creating new agents, defining tools, implementing handoffs between agents, adding guardrails, debugging agent behavior, reviewing agent code, or orchestrating multi-agent systems with the @openai/agents package.

mikekelly
mikekelly
data-ai
open
llm-ai
1

tool-design

Design effective tools for AI agents - tool descriptions, consolidation principles, architectural reduction, MCP naming conventions, and error handling

5dlabs
5dlabs
data-ai
open
productivity-tools
1

creating-subagents

Guide for creating custom Claude Code subagents (Task tool agents). Use when building specialized autonomous agents for specific domains or workflows. Covers agent definition, frontmatter options, tool restrictions, and spawning patterns.

hgeldenhuys
hgeldenhuys
tools
open
llm-ai
1

agent-tuning

Configure and optimize AI coding agents (OpenCode/Claude). Use when setting up or improving agent behavior.

wildwasser
wildwasser
data-ai
open
llm-ai
1

adversarial-examples

Generate adversarial inputs, edge cases, and boundary test payloads for stress-testing LLM robustness

pluginagentmarketplace
pluginagentmarketplace
data-ai
open
llm-ai
1

docs-updater

プロジェクトの CLAUDE.md を更新する。「CLAUDE.md を更新して」「ルールを追加」「プロジェクトルールを変更」「Claude のルール」「AI ドキュメント更新」「CLAUDE.md に追記」「ルールを編集」などで起動。プロジェクト固有のルールやガイドラインを管理。

shiiman
shiiman
data-ai
open
computational-chemistry
1

mechinterp-glossary-and-constraints

Reference skill for Splatoon ability families, AP rungs, token constraints, and domain rules for mechinterp experiments

cesaregarza
cesaregarza
research
open
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