Search documentation chunks using hybrid FTS5 ranking, symbol awareness, and optional version filtering.

Retrieve a specific documentation page or contextual chunk by ID or URL with complete metadata and security annotations.

Lookup structured OpenAPI endpoints by path, operation ID, or keyword with exact parameters, schemas, auth, and error responses.

Find verified, framework-specific code examples by task, language, framework, or target API.

Search documented pitfalls, gotchas, deprecations, breaking changes, and runtime restrictions.

Assemble an evidence-grounded implementation recipe with explicit prerequisites, ordered steps, and validation steps.

Inspect workspace dependencies and resolve the exact compatible documentation version using the SemVer confidence ladder.

List all indexed documentation sources, snapshot records, doc versions, and machine-readability status.

High-level documentation intelligence orchestrator. Automatically resolves workspace dependencies and versions, detects task intent, retrieves relevant chunks, APIs, verified examples, and pitfalls, and compiles an evidence-grounded recipe within a strict token budget.

Verify agent/generated code against indexed OpenAPI schemas and documentation. Detects invalid endpoints, wrong HTTP methods, missing required parameters, deprecations, removed APIs, version syntax conflicts, and response assumptions. Distinguishes verified, warning, mismatch, and insufficient_evidence.

Compare documentation snapshots and versions to detect added, removed, modified, and deprecated API endpoints, parameters, pitfalls, and content sections. Produces deterministic diffs ignoring formatting-only changes.

Compare detected documentation and API changes against current project workspace files. Identifies affected files, exact line numbers, code snippets, matched patterns, and traceable reasons with certainty rankings (high, medium, heuristic).

Retrieve the hierarchical documentation map, page tree, section headings, and estimated token budget footprints for indexed documentation.

Deterministically generate and export agent-native documentation context files (AGENTS.md, CLAUDE.md, skill.md, llms.txt, docs-map.md) grounded in project dependency versions and authoritative documentation.

Ingest, crawl, parse, and index authoritative documentation from any URL or raw content directly into DocOrbit. Extracts semantic chunks, OpenAPI endpoints, code examples, and pitfalls. If taskContext is provided, immediately synthesizes and returns an evidence-grounded implementation recipe with exact code and API details.