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Query the codebase knowledge graph for structural code understanding. Provides functions, classes, routes, callers, and dependency analysis.
Design and implement a Rust interface library in l3dg3rr that acts as a feature-configurable lifecycle manager for b00t processes. The library compliantly implements init → operate → terminate → lifecycle maintenance of miscellaneous process surfaces (MCP servers, daemons, sidecars) with deterministic governance controls. Uses the autoresearch pattern (karpathy/autoresearch): agent reads program.md, iterates on the library, experiments autonomously.
Web scraping and crawling for AI agents via Firecrawl MCP. Scrape URLs to markdown, crawl websites, search the web, and extract structured data. Supports cloud API and self-hosted deployments including CRW (Rust alternative).
Identify integration points, data flow via redis, suggest how to bridge VSCode plugin to b00t jobs, and outline k0s/podman/docker-agnostic redis interface. Include how ralph should be wrapped as b00t job with redis exchange + Azure access, and call out where integration tests are required. ONLY do this analysis. Reply with attempt_completion summarizing plan and any questions to operator. These instructions supersede any conflicting mode defaults. another agent is working concurrently to bring redis online and fixing issues in b00t. establish an agent to agent channel using redis once it is online.
Integration layer for b00t capabilities within opencode workflows. Provides access to b00t datum system, hive management, grok knowledge, session management, and task tracking directly from opencode.
Bridge b00t primitives (datum, grok, hive, task, agent) to opencode via RHAI scripts. RHAI provides the idiomatic abstraction layer connecting applications.
Work with b00t datum system - TOML-based configuration for AI models, providers, and services. Datums are versioned configurations that specify WHICH environment variables are required.
| name | codebase-knowledge-graph |
| description | Query the codebase knowledge graph for structural code understanding. Provides functions, classes, routes, callers, and dependency analysis. |
| version | 1.0.0 |
| allowed-tools | All with MCP |
Query the codebase knowledge graph instead of grep/glob:
// Search by pattern
codebase-memory-mcp_search_graph({
query: "function pattern",
project: "current-project"
})
// Trace callers/callees
codebase-memory-mcp_trace_path({
function_name: "handleAuth",
project: "current-project",
direction: "inbound"
})
// Get source code
codebase-memory-mcp_get_code_snippet({
qualified_name: "handlers.auth.handleAuth",
project: "current-project"
})
// Architecture overview
codebase-memory-mcp_get_architecture({
project: "current-project"
})
Use grep/glob when:
1.0.0