Skills/fieldtest/SKILL.md

name, description

name

description

fieldtest

Orchestrator-dispatched only, after audit closes clean (or with ratified drift only), when the orchestrator judges the iteration is complete and wants a field test. Picks 2-4 real-world tasks within the cycle's scope, implements each as a downstream consumer of the project, runs them, and writes a friction-and-bug spec. The spec feeds the next plan as a reference. Implementer simulates a downstream user who has only the public interface — never the project's implementation source.

fieldtest — usability field test for a shipped cycle

Violating the letter of these rules is violating the spirit.

Overview

audit measures drift between the design ledger and what the codebase claims to do. fieldtest measures something audit cannot: whether the project, as it now ships, is usable by a downstream consumer who has only the public interface to work from. If a freshly shipped feature is awkward to reach for, or if the public docs leave a corner ambiguous that real usage immediately exercises, the cycle has shipped a latent debt — even when audit reports clean.

The skill produces a friction-and-bug spec that the next iteration's planner consumes as a reference. The spec sits next to cycle-design specs under paths.spec_dir, with a fieldtest- prefix in the slug.

The substantive process — read the design ledger + cycle spec

• recent iter/audit commit bodies, pick 2-4 real-world tasks per cycle axis, implement each as a downstream consumer, run the result, classify findings, write the spec — lives in agents/fieldtester.md. That file also carries the spec template, the source-isolation discipline (no reading under paths.code_roots or paths.bench_dir), and the per-finding classification rules. This skill file only governs trigger, dispatch, and handoff.

When to Use / Skipping

Triggers:

• Orchestrator-dispatched after audit closes cleanly, when the orchestrator believes the iteration is correct and wants a field test. The pre-condition is a clean (or ratified) audit; the trigger is the orchestrator's judgment-call that the iteration is complete.
• A shipped feature is suspected of being awkward in some way the earlier brainstorm could not foresee.
• A user-facing surface change has just landed.

Findings cluster around two shapes — simple bugs (route via debug → implement mini) or catastrophic architecture problems (route via next brainstorm). Friction and spec-gap items are also possible; the routing table below applies in all cases.

Skipping is permitted only for:

• Bug-fix iterations (use debug).
• Tidy iterations whose scope is purely internal cleanup with zero surface impact.
• Iterations whose entire scope is documentation.

Skipping is not permitted for:

• A cycle that introduced or changed surface syntax, schema, effects, API, configuration format, or any user-visible diagnostic.
• A cycle whose commit body or backlog issue claims "users can now do X". fieldtest is the gate that empirically substantiates such claims; an unverified claim is drift.

The Iron Law

THE FIELDTESTER WORKS FROM THE PUBLIC INTERFACE ONLY — NOT FROM THE IMPLEMENTATION SOURCE.
EVERY EXAMPLE IS WRITTEN IN THE PROJECT'S CANONICAL AUTHORING / CONSUMER FORM.
EVERY FRICTION POINT AND BUG IS RECORDED. NONE IS WORKED AROUND.

The first clause is load-bearing: the whole point of the field test is to simulate a downstream consumer who has only the public interface. The agent file enforces this with a hard path allowlist (computed from paths.public_interface in the profile); the orchestrator must trust that contract and not feed the agent implementation-internal hints in the carrier.

Dispatch

Dispatch fieldtester with the carrier from the Handoff Contract below. The agent picks 2-4 examples (one per axis the cycle touched), implements them as downstream consumers, runs them, classifies findings, and writes the spec. All artefacts (fixtures + spec) stay in the working tree as unstaged changes; the orchestrator commits them after reviewing the report (suggested commit subject: fieldtest: <cycle> — <N> examples, <K> findings).

Two to four examples is the right size. One is too few (no signal on variation); five is too many for one report to stay readable.

Handoff Contract

fieldtest consumes (from orchestrator at cycle close):

Field	Content
cycle_id	e.g. cycle-22
cycle_scope	1-3 sentences naming what shipped
axis_hints	bullet list, one per cycle axis the test should probe
commit_range	<prev-cycle-close>..HEAD

fieldtest produces:

Field	Content
spec_path	spec file under paths.spec_dir with a fieldtest- prefix
examples_added	list of fixture paths committed
findings	list, each with class (bug / friction / spec_gap / working) + recommendation
status	clean / friction_found / bugs_found / infra_blocked

The orchestrator drives downstream:

• bug → debug (RED-first; GREEN via implement mini-mode)
• friction → next brainstorm or a tidy iteration via planner
• spec_gap → ratify by updating the design ledger (and naming the gap in the closing commit body), or tighten the design ledger
• working → carry-on (worth recording, no follow-up)

fieldtest does NOT self-resolve.

Cross-references

• Agent dispatched: agents/fieldtester.md — carries the five-phase process, the Iron Law in operational form, the spec template, the per-finding classification rules, the Common Rationalisations table, and the Red Flags list.
• Upstream gate: ../audit/SKILL.md runs first; fieldtest comes after a clean (or ratified) audit.
• Cadence ordering: fieldtest runs before ../docwriter/SKILL.md; docwriter happens at a later, longer stability window.
• Downstream targets:
  • ../debug/SKILL.md — for each bug finding
  • ../brainstorm/SKILL.md or ../planner/SKILL.md — for friction and spec_gap findings worth a follow-up iteration