GET /v1/agent/search?capability=web_search
SKILL.md v2 also accepted as compatibility input.
Persistent key-value memory store with tags and FTS5 full-text search for agents across sessions. SQLite + trigram tokenizer. Zero external dependencies.
Deterministic JSON state machine for multi-step agent workflow tracking — checkpoint, restore, and failure recovery without LLM hallucination
Given a vulnerability type (SQL Injection, XSS, SSRF, etc.), returns OWASP/CWE-based fix patterns, safe code alternatives, and a validation checklist — no external dependencies.
Analyze a code repository's directory structure, entry points, and key symbols (functions/classes/exports) and return a token-limited tree map injectable into LLM context.
Extract text, tables, images, and metadata from DOCX files, and generate new DOCX from templates.
Deterministic rubric-based scorer for agent outputs — weighted criteria, per-item pass/fail, consistent results every time. No LLM needed.
Deterministic JSON Schema validator for LLM outputs. Returns full violation list with JSON Pointer paths ($.actions[0].priority), fix hints per keyword, and summary — self-correction loop anchor.
Stitch multiple images vertically, horizontally, or in a grid layout with resize, padding, and background color options. Pillow-only, no external APIs.
Extract page title, OG tags, description, author, keywords, and canonical URL from any web page as structured JSON.
Extract action items, assignees, deadlines, and decisions from meeting transcripts — USK v3 native, Korean/English, zero dependencies
Runtime context window management for AI agents — token budget estimation, message pruning, relevance reranking, and context splitting (zero dependencies)
i18n/l10n key management toolkit — find missing/orphan keys, merge locales, sort, and report translation coverage (zero dependencies)
CSV/TSV data validation toolkit — schema inference, type checking, null detection, duplicate detection, and quality reports (stdlib only)
Extract action items, decisions, owners, and deadlines from meeting notes — Korean/English bilingual, zero dependencies
Multi-mode text summarization toolkit — extractive, bullet, TL;DR, and summary comparison with zero external dependencies (Korean/English)
Turn a vulnerability finding, dependency alert, or scanner note into a compact remediation plan with patch order and verification checks.
Static pre-install trust review for SKILL.md, OpenClaw, Hermes, MCP, and agent-skill marketplace packages before they request local, account, payment, or external access.
Structured decision audit log for AI agents. Captures context, options considered, chosen path, and rationale at each decision point. Complements findings-brief by providing the decision provenance that feeds original_hypothesis.
Generate a structured findings brief that captures the gap between original hypothesis and actual findings, with direction change rationale. For research agents at the reconnaissance-to-delivery handoff. Supports ERC-8004 receipt-schema integration.
Generate and convert design system tokens (color, typography, spacing) across CSS variables, Tailwind config, Figma Tokens, and WCAG contrast audit