Open tools

Public tools for repeatable work.

These modular tools support repeatable research, task decomposition, and bounded multi-agent batch work. Built to run hermetically on your own infrastructure.

01 / Coordination

Work Coordination

Keeps active work and relevant context visible across parallel agent sessions using a local file-backed context bus.

work-coordination.sh

02 / Sequence

Skill Flow

Turns repeat tasks into deterministic multi-step pipelines with strictly typed input/output validation schemas.

skill-flow.ts

03 / Handoff

Handoff Skills

Carries explicit decision records, caveats, and evidence chains into subsequent sessions without loss of context.

handoff-skills.ts

04 / Review

UI Crawl

Audits live interfaces, captures rendering discrepancies, and records defects with human inspection gates.

ui-crawl.ts

05 / Batch

Batch Work

Executes parallel typed classification and deterministic extraction runs across bounded datasets at scale.

batch-work.sh

06 / Routes

Harness Work

Routes bounded tasks across supported local, open, and frontier model workers while retaining cryptographic receipts.

harness-work.ts

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