Agent recipes

kaos-agents ships reusable recipes — playbooks loaded into an agent’s planning context. Two families:

Workflow recipes

Auto-loaded planning playbooks for common tasks:

Recipe	What it does
contract-extraction	Extract key terms with Cited[T] provenance
corpus-qa	RAG-backed document Q&A with grounded citations
federal-register-research	Federal Register + eCFR regulatory research
edgar-research	SEC filing analysis with EDGAR tools
summarization	Configurable-style document summarization

API: load_builtin_recipes(), load_recipe(name), recipe_names().

Extraction recipes

Schema-bundled recipes for structured document extraction, each with a published recall floor as the competitive baseline. Used via kaos-extract --recipe <name> or the kaos-extract-schema MCP tool:

Recipe	Columns	Recall floor
merger-agreement	27	99.66%
spa-deal-points	32	98.13%
lease	24	97.20%
lpa	27	99.14%
court-opinion	16	96.49%

Each carries an ExtractionSchema, notes, and named golden eval sets. API: load_extraction_recipes(), load_extraction_recipe(name), extraction_recipe_names().

Note

Running these against real documents calls an LLM (needs a key). The offline path on this site teaches the underlying primitives — typed calls and grounded citations — that recipes compose.