shinyobjectz/agent-ergonomics

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# Agent Ergonomics (AX) **AX = Agent Experience.** Measure and improve how well a tool, API, SDK, skill, or system serves an *average* agent — derived first-principles from what an agent fundamentally is, not from translating DX. This project is a **skill** ([`skill/agent-ergonomics/SKILL.md`](skill/agent-ergonomics/SKILL.md)) that is **both an evaluator** (system → measured AX) **and a designer** (→ prioritized fixes + patches). Full model + rationale: [`docs/ax-model.md`](docs/ax-model.md). ## The model in one screen - **Matrix:** 5 surfaces (**Disclosure · Interface · Loop · Recursion · Human**) × 6 orthogonal lenses (**Coherence (DRY↔WET) · Economy · Determinism · Verifiability · Prior-alignment · Safety**). Each cell = how that surface fares on that quality. - **Measurement:** a purposeful **instrument toolbox** (telemetry, counters, perplexity/cold-call, Elo, IRT, trajectory, Pareto, friction-coding) — *no fixed integer rubric*. Combines into an AX profile + Pareto (+ optional scalar). - **Probes:** a standardized battery **T0–T6 + static** run by a baseline **`workagent`** (harness-agnostic) — incl. **T5 compaction-survival (≥3 levels)** and **T6 refinement/autonomy-ceiling**. - **Workflow:** **Screen → Deep → Designer**. - **Output:** a **`.work` literate report** whose evidence is **source blocks referencing real code at real lines**; this project ships the `.work` renderer. ## Status **Defined** (via grill-me). Build order: **Full Deep harness first** — see the backlog in [`docs/ax-model.md`](docs/ax-model.md#build-backlog-full-deep-harness). **First target: the OOTA catalog.** Own vendored subtree at `github.com/shinyobjectz/agent-ergonomics`.

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agent-ergonomics

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Evaluate and improve the Agent Experience (AX) of a tool, API, SDK, skill, or system — how well it serves an average agent. Use when the user says "agent ergonomics", "AX", "rate the agent ergonomics of X", "how agent-friendly is this", or invokes…

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2026-06-30

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