# AI Tools Guide Source: https://www.zkcompression.com/ai-tools/guide Guidance to AI tools when working with ZK Compression. Includes Agent Skill, MCP server, DeepWiki, and AI Search guides. # For Docs * **Docs AI Search** - Search documentation with AI in the search bar. * **Markdown Export** - Append `.md` to any page URL for raw markdown. # For Development ## AI agents ### `skill.md` `skill.md` is a structured capability file that tells agents what they can do with Light Protocol and ZK Compression. If you're building with agents, start here. * View: [`/skill.md`](https://zkcompression.com/skill.md) ### `llms.txt` `llms.txt` is an index of the docs. It lists key pages with descriptions so agents can navigate to answers quickly. * View: [`/llms.txt`](https://zkcompression.com/llms.txt) ### `llms-full.txt` `llms-full.txt` is the full, expanded index for agents that want complete coverage of the documentation. * View: [`/llms-full.txt`](https://zkcompression.com/llms-full.txt) ## MCP The Model Context Protocol (MCP) is an open standard to connect AI apps to data sources and tools. The DeepWiki MCP server provides access to the Light Protocol repository with its search capabilities (AskDevin). ### Installation ```bash theme={null} claude mcp add -s user -t http deepwiki https://mcp.deepwiki.com/mcp claude mcp add -s user -t http zkcompression https://www.zkcompression.com/mcp ``` **We recommend to create a command** that includes the tools listed below.
Simply **copy paste this snippet**.
```markdown expandable theme={null} --- argument-hint: description: Query Light Protocol repository and Solana resources via DeepWiki MCP for precise technical answers and help with debugging allowed-tools: mcp__deepwiki__* --- # /ask-deepwiki Answer: $ARGUMENTS Use DeepWiki MCP to provide precise technical answers. ## Step 1: Identify Repository Scope 1. **State understanding and plan** 2. **If question is vague, ask for clarification:** - What specific component or feature? - What problem are you solving? - What level of detail needed (overview vs implementation)? 3. **Repository mapping:** - ZK Compression/Light Protocol: `Lightprotocol/light-protocol` - Solana fundamentals: `solana-labs/solana` - Anchor framework: `solana-foundation/anchor` - Complex questions: Query multiple repositories 4. **Refine question to use:** - Exact component names: `CompressedAccountMeta` not "account metadata" - Specific operations: "verifies proof" not "handles proof" - Concrete function names or error messages when available ## Step 2: Query DeepWiki For the identified repository, call in sequence: 1. `mcp__deepwiki__read_wiki_structure("repo-owner/repo-name")` 2. `mcp__deepwiki__read_wiki_contents("repo-owner/repo-name")` 3. `mcp__deepwiki__ask_question("repo-owner/repo-name", refined_question)` Query multiple repositories if question spans different systems. ## Step 3: Format Response **Structure:** 1. Direct answer with technical explanation 2. Specific implementations and data structures 3. Code examples with inline comments 4. Source references (`file:line` from DeepWiki) 5. Related concepts if relevant **Language precision:** NEVER use vague verbs: - "handles", "manages", "processes", "enables", "provides" ALWAYS use exact names: - Functions: `LightAccount::new_init()`, `derive_address()` - Types: `CompressedAccountMeta`, `ValidityProof`, `PackedAddressTreeInfo` - Operations: "nullifies hash", "appends to state tree", "verifies proof" - Fields: `tree_info`, `address`, `output_state_tree_index` Include `file:line` references from DeepWiki responses. ## Notes - Always include source file references from DeepWiki responses - Provide runnable code examples for implementation questions - Ask follow-up questions to DeepWiki for clarification when needed ```
```bash theme={null} codex mcp add zkcompression -- npx -y mcp-remote@latest https://www.zkcompression.com/mcp codex mcp add deepwiki -- npx -y mcp-remote@latest https://mcp.deepwiki.com/mcp ``` ```json theme={null} { "mcpServers": { "deepwiki": { "serverUrl": "https://mcp.deepwiki.com/sse" }, "zkcompression": { "command": "npx", "args": ["-y", "mcp-remote@latest", "https://www.zkcompression.com/mcp"] } } } ```
### DeepWiki MCP-Tools * **read\_wiki\_structure** - Get a list of documentation topics for a GitHub repository ```bash theme={null} mcp__deepwiki__read_wiki_structure("Lightprotocol/light-protocol") ``` * **read\_wiki\_contents** - View documentation about a GitHub repository ```bash theme={null} mcp__deepwiki__read_wiki_contents("Lightprotocol/light-protocol") ``` * **ask\_question** - Ask any question about the GitHub repository and get a context-grounded response ```bash theme={null} mcp__deepwiki__ask_question("Lightprotocol/light-protocol", "your question") ``` You can specify any public GitHub repo that is indexed with DeepWiki. When you connect to the MCP, you specify the repository when calling the tools. Learn more [here](https://docs.devin.ai/work-with-devin/deepwiki-mcp).

Alternative: DeepWiki Web

Ask DeepWiki
If you don't have the MCP installed we recommend to use AskDevin in your browser.