AI Skills Pack
The Wesichain Skills Pack is a single file (wesichain.skills) that gives any supported AI coding tool deep knowledge of the Wesichain framework — every API, pattern, and golden rule across all 11 crates.
Installation
One-line install (recommended)
curl -fsSL https://wesichain.pages.dev/skills.sh | bashAuto-detects which tools you have installed and installs the right files for each one. No restart required.
Install for a specific tool:
WESICHAIN_TOOL=cursor curl -fsSL https://wesichain.pages.dev/skills.sh | bash
WESICHAIN_TOOL=windsurf curl -fsSL https://wesichain.pages.dev/skills.sh | bash
WESICHAIN_TOOL=copilot curl -fsSL https://wesichain.pages.dev/skills.sh | bash
WESICHAIN_TOOL=continue curl -fsSL https://wesichain.pages.dev/skills.sh | bash
WESICHAIN_TOOL=aider curl -fsSL https://wesichain.pages.dev/skills.sh | bash
WESICHAIN_TOOL=opencode curl -fsSL https://wesichain.pages.dev/skills.sh | bash
WESICHAIN_TOOL=all curl -fsSL https://wesichain.pages.dev/skills.sh | bashOther options:
# Install a specific version
WESICHAIN_VERSION=0.4.0 curl -fsSL https://wesichain.pages.dev/skills.sh | bash
# Overwrite existing files
WESICHAIN_FORCE=true curl -fsSL https://wesichain.pages.dev/skills.sh | bashSupported Tools
| Tool | Files installed | Location | Notes |
|---|---|---|---|
| Claude Code | wesichain-{skill}/SKILL.md x11 | ~/.config/claude/skills/ | Global; drag-and-drop also supported |
| OpenCode | wesichain-{skill}/SKILL.md x11 | ~/.config/opencode/skills/ | Global; auto-discovers skills |
| Cursor | wesichain-{skill}.mdc x11 | {project}/.cursor/rules/ | Project-local; activates by relevance |
| Windsurf | wesichain-{skill}.md x11 | {project}/.windsurf/rules/ | Project-local |
| GitHub Copilot | copilot-instructions.md | {project}/.github/ | Project-local; appends if file exists |
| Continue.dev | wesichain-{skill}.md x11 | {project}/.continue/rules/ | Project-local; auto-applies to *.rs files |
| Aider | CONVENTIONS.md | {project}/ | Project-local; appends if file exists |
Project-local tools (Cursor, Windsurf, Copilot, Continue, Aider) install relative to your current directory — run the installer from inside your Wesichain project.
Manual Install
Claude Code — drag and drop
- Download
wesichain.skillsfrom GitHub Releases - Drag the file into your Claude Code chat window
Claude Code — copy to skills directory
cp wesichain.skills ~/.config/claude/skills/Cursor
mkdir -p .cursor/rules
tar -xzf wesichain.skills --strip-components=2 -C .cursor/rules '_adapters/cursor'Windsurf
mkdir -p .windsurf/rules
tar -xzf wesichain.skills --strip-components=2 -C .windsurf/rules '_adapters/windsurf'GitHub Copilot
mkdir -p .github
tar -xzf wesichain.skills --strip-components=2 -C .github '_adapters/copilot'Continue.dev
mkdir -p .continue/rules
tar -xzf wesichain.skills --strip-components=2 -C .continue/rules '_adapters/continue'Aider
tar -xzf wesichain.skills --strip-components=2 -C . '_adapters/aider'
# Then add to .aider.conf.yml: read: [CONVENTIONS.md]OpenCode
mkdir -p ~/.config/opencode/skills
tar -xzf wesichain.skills --strip-components=2 -C ~/.config/opencode/skills '_adapters/opencode/.opencode'Build from source
cd wesichain/
./package_skills.sh # outputs wesichain.skills with all 6 tool adaptersVerifying the Installation
Claude Code
Ask Claude Code:
“What is the Runnable trait in Wesichain and how do I compose two components with
.then()?”
You should get a response referencing wesichain_core::Runnable, RunnableExt, and the .then() composition pattern.
Cursor / Windsurf / Continue.dev
Open a .rs file in your Wesichain project and ask:
“How do I add retry logic to a chain in Wesichain?”
GitHub Copilot
Start typing Wesichain code — Copilot should autocomplete with correct types like ReActGraphBuilder, WesichainError, and proper .then() chaining.
Aider
aider --read CONVENTIONS.md
# Then: "How do I implement a custom Tool for Wesichain?"Included Skills
11 skills covering the full framework:
| Skill | What it knows | Key triggers |
|---|---|---|
wesichain-core | Runnable trait, chain composition, streaming, retry logic | runnable, chain, .then(), stream |
wesichain-graph | GraphBuilder, ReAct patterns, conditional edges, state management | graph, GraphBuilder, conditional edge |
wesichain-react | ReActGraphBuilder, tool-loop agents, scratchpad state | react, agent, ReActGraphBuilder |
wesichain-rag | RAG pipelines, document chunking, vector stores, context injection | rag, retrieval, vector store, chunk |
wesichain-llm | OpenAI, DeepSeek, Google, Azure, Mistral, Ollama, tool calling, streaming | llm, openai, ollama, LlmRequest |
wesichain-memory | Buffer/summary/window/vector/entity memory, MemoryRouter | memory, conversation, chat history |
wesichain-checkpoint | SQLite, Postgres, Redis, InMemory persistence backends | checkpoint, persistence, resume |
wesichain-embeddings | OpenAI, Ollama, Google, Candle embedding providers | embedding, embed, vector |
wesichain-tools | Custom Tool trait, built-in file/HTTP/search tools, ToolBundle | tool, file tools, http tools, ToolBundle |
wesichain-prompt | PromptTemplate, ChatPromptTemplate, YAML loading, PromptHub | prompt, PromptTemplate, PromptHub |
wesichain-langsmith | LangSmith tracing, CallbackHandler, graph observer, sampling | langsmith, tracing, observability |
Usage Examples
ReAct agent
“Create a ReAct agent with a web search tool and a calculator tool using
ReActGraphBuilder”
RAG pipeline
“Set up RAG with Ollama embeddings, Qdrant as the vector store, and streaming responses”
Checkpoint persistence
“Add Postgres checkpointing so my graph can resume after a crash”
LLM providers
“Configure a DeepSeek client with tool calling support and streaming”
Custom tools
“Implement a Tool that reads a file and returns its contents, with proper error handling”
Conversation memory
“Add ConversationSummaryMemory with a sliding window fallback using MemoryRouter”
Observability
“Add LangSmith tracing to my graph with tag metadata and 50% sampling”
Adding New Skills
Create .claude/skills/<skill-name>/SKILL.md with this frontmatter:
---
name: my-skill
description: |
One-line description used to decide when this skill is relevant.
triggers:
- "keyword"
- "another trigger"
---Then add When to Use, Quick Start, Key Patterns, and Golden Rules sections, and re-run:
./package_skills.shThe script automatically generates adapters for all 7 supported tools from the single SKILL.md source.