agentsopeCommunity·48 Agent Skills Included

SkillAlchemy

Distill people, methods, and frameworks into installable skills

Turns rough capability briefs and public sources into installable, reusable skills through requirement discovery, evidence-grounded research, and package compilation. Includes 40+ pre-built engineering playbooks covering LangGraph, CrewAI, Dify, LlamaIndex, DSPy, Aider, vLLM, RAG evaluation, and cost optimization. Eliminates manual prompt engineering and scattered documentation reading by compiling verified procedures into ready-to-load packages.

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npx skills add agentsope/SkillAlchemy --all -g -y

All Skills in This Repository (48)

Pure Emerald Level Indicators

📦 In Repo

agentsope

SkillAlchemy

Distill and fuse source materials into installable SKILL.md files.

agentsop-code-execution-decision

Route agent steps to code execution or prose reasoning via a deterministic gate.

agentsop-state-reducer

Resolve LangGraph InvalidUpdateError by defining per-key reducer semantics.

agentsop-context-scope-discipline

Enforce a read-vs-edit split and ~25k token budget for coding agents.

agentsop-metric-design

Build decomposed, bias-mitigated evaluation metrics for LLM pipelines.

agentsop-query-routing

Classify queries and dispatch them to the correct index, tool, or engine before retrieval.

agentsop-observability-setup

Select a tracing backend and wire one-line autologging for LLM projects.

agentsop-aider

Guide Aider terminal sessions for git-native code editing with validation loops.

agentsop-llm-tool-idempotency

Implement idempotency keys to prevent duplicate side-effectful tool executions.

agentsop-llm-engine-selection

Recommend LLM inference engines using hardware, workload, and constraint vectors.

agentsop-streaming-output

Implement a backend streaming protocol with SSE or WebSocket multiplexing and disconnect policies.

agentsop-dify

Convert Dify LLM application workflows into structured SOP decision patterns.

Community

Advanced

Frequently Asked Questions

FAQPage Schema

How to install SkillAlchemy?▼

Run `npx skills add agentsope/SkillAlchemy --all -g -y` in your terminal to install the full skill set globally.

What does SkillAlchemy actually do?▼

It takes a short description of a capability you want, researches public sources like docs, papers, and repos, then compiles the verified procedures into an installable skill package your coding agent can load.

How to create a skill from a person or method?▼

Describe the target in plain language, for example: use SkillAlchemy to distill a public figure's decision-making style or a framework's best practices. The Lens and LEAP pipeline handles research, evidence admission, and packaging automatically.

Does SkillAlchemy work with Claude Code and Codex?▼

Yes. All generated packages follow the standard SKILL.md format and run directly in Claude Code, Codex, and other compatible coding agents.

What ready-made skills are included?▼

The repository ships 40+ engineering playbooks covering LangGraph state design, CrewAI multi-agent setup, Dify workflows, RAG evaluation, LLM cost tiering, observability, and prompt regression testing.