lyther

lyther/agent-surface

lyther/agent-surface

Apply strict Python engineering rules before code is accepted.

Define aligned domain, data, API, and interface contracts without exposing internal storage as the public boundary.

Build an evidence-backed architecture atlas with presentation-grade views, dataflow, and source-linked runtime traces.

lyther/agent-surface

lyther/agent-surface

lyther/agent-surface

lyther/agent-surface

lyther/agent-surface

Maintain development quality by correcting local design, reuse, complexity, risk, and UX drift before it compounds.

lyther/agent-surface

lyther/agent-surface

lyther/agent-surface

lyther/agent-surface

lyther/agent-surface

lyther/agent-surface

Apply strict Rust engineering rules before code is accepted.

Apply strict shell-script engineering rules before code is accepted.

Clarify a material requirement, evidence conflict, architectural choice, or risky assumption before implementation proceeds.

Remove accumulated repository debt across design, code, tests, dependencies, scripts, docs, assets, structure, and generated resid...

Audit and refresh dependency health and supply-chain state.

lyther/agent-surface

Route work to direct, standard, reviewed, orchestrated, release, audit, parallel, or shipping paths using risk, ambiguity, proof, ...

lyther/agent-surface

lyther/agent-surface

lyther/agent-surface

lyther/agent-surface

Collect hard performance and resource measurements.

Find issues in recently modified files and fix them immediately.