Seventeen syndicates, each declared in one file

Multi-agent, multi-modal fact-checking under a tool-free arbiter

Augustin verifies claims using gemini-3.8-flash without holding tools. Two research subagents run x_api_search, web_search, and web_extract, returning structured source data to the orchestrator to synthesize the final factual assessment.

Long-term memory doctrine: preload, recall, trends, the silent record

Asclepius uses gemini-3.8-flash and gemini-3.1-flash-lite to assist patients and clinicians. The agent runs preload_memory at startup, retrieves records via load_memory, and distills consultation notes into permanent, dated facts upon session termination.

Orchestrator plus a research subagent; grounding as architecture

The thirty-one-line starter syndicate runs on gemini-3.1-flash-lite. The orchestrator, Melchizedek, delegates headline discovery to NewsResearcher via google_search, then compiles the gathered reporting into a multi-paragraph synthesis.

Spec-first generation with a blind inventory and a spec audit

A producer agent compiles image specifications for user review. Once approved, generate_image renders the asset, inspect_image conducts an unprompted inventory of the saved file, and the producer audits the output against the specification.

The long-term memory pipeline, exercised end to end

Running on gemini-3.1-flash-lite, this single-agent specimen exercises the complete memory lifecycle: executing preload_memory at session initialization, retrieving records mid-dialogue, running web lookups, and writing distilled facts upon shutdown.

A brief in, a finished document out; the writer and the auditor as two agents

The Scribe converts input briefs into final documents under rigorous voice constraints using gemini-3.8-flash. An Auditor subagent inspects drafts against structural criteria, triggering up to two revision cycles before emitting the final text.

A drafter and a critic in a confidence loop; quality as a parsed field

Two gemini-3.8-flash agents operate in a structured validation loop without external tools. DrafterAgent generates candidate text, while CriticAgent evaluates the output and returns a numeric confidence score until the quality threshold is met.

Triage to specialists; the description field is the routing API

RouterAgent directs incoming tasks to specialized subagents using gemini-3.8-flash. The system performs tool-free triage by evaluating the task against the natural-language description field of each declared specialist.

Split one goal into parts, delegate each, merge the results

A coordinator agent breaks compound objectives into discrete components using gemini-3.8-flash. Worker subagents complete each assigned phase, and the coordinator merges the resulting segments into an unified final deliverable.

Identical knowledge, three engineered voices

One routing agent coordinates three subagents that share identical knowledge bases but execute across distinct personas. Running on gemini-3.8-flash, the file isolates voice variations entirely to instruction blocks without tool dependencies.

A first orchestration, fully local: an advocate and a skeptic

A local three-agent system running on ollama/qwen3:8b without external API keys. Advocate and Skeptic debate an issue before Moderator evaluates the arguments to deliver a final decision.

MCP: every tool arrives at runtime from a server

A specimen agent demonstrating client-side MCP integration using gemini-3.8-flash and gemini-3.1-flash-lite. The agent declares no native tools, discovering search and catalog modification capabilities at runtime through mcp_server_url.

Agents that keep a repository’s knowledge bundle current

This maintenance syndicate keeps repository knowledge bundles synchronized. A librarian subagent inspects documents and traces references, while a gardener subagent authors or edits documentation files through the validated wiki_save gate.

Mapping the entity graph derived from a knowledge bundle

Using gemini-3.8-flash and gemini-3.1-flash-lite, this syndicate explores knowledge bundles via wiki_graph. A recorder subagent submits proposed entity connections through wiki_relate, verifying text citations while rejecting pre-existing structural relations.

One open-weight agent, no keys; the anatomy of an instruction block

A ninety-six-line reference agent running locally on ollama/qwen3:8b without an API key. The file exposes the internal structure of an instruction block, organizing system guidance into clearly delineated functional sections.

A minimal single-agent file; the multi-model adapter in one line

A minimal configuration demonstrating single-agent deployment using claude-sonnet-4-6. The architecture adapts across foundation model providers by changing the single model identification field in the definition file.

One lightweight agent per provider; model optionality, proven

Five agents test multi-provider deployment across Gemini, Claude, GPT, Grok, and local models. Used by npm run demo:models to dispatch identical prompts and evaluate cross-provider latency, token usage, and reasoning behaviors.