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gitea-axi/bench/README.md
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feat: add benchmark checker and scoring spec (task 0024)
2026-07-16 07:33:31 -04:00

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# Benchmark harness
This directory holds the benchmark harness that measures gitea-axi's central claim — that it is an agent-ergonomic, low-token interface to Gitea — against the `tea` CLI, the official `gitea-mcp` server, and raw Gitea REST calls.
It is **not part of the published npm package**.
The package's `files` allow-list ships only `dist` and `skills`; `bench/` is excluded, and the packaging tier asserts it stays out of the tarball.
The design lives in [`.claude/spec/benchmark-harness.md`](../.claude/spec/benchmark-harness.md) and the `.claude/adr/0014``0016` decision records.
This README is the harness's own working documentation; it deliberately keeps the benchmark's vocabulary here rather than in the tool's domain glossary ([`.claude/CONTEXT.md`](../.claude/CONTEXT.md)), which describes gitea-axi's own language.
## Vocabulary
**arm** — one of the four tool conditions under comparison: `gitea-axi`, `tea`, `gitea-mcp`, `raw-api`.
The comparison measures the tool, so the agent in each arm is given exactly one arm's tool.
**cell** — one `(arm, task)` pair.
A cell's trials accumulate as samples within it; deepening a cell's sample size adds samples rather than overwriting prior runs.
**trial** — one run of a cell.
Each cell defaults to five trials with a reporting floor of three.
**tier** — the task category a task belongs to: `read`, `single-mutation`, `find-then-act`, `multi-step`.
Views group by tier to show where an arm wins or loses.
**cost-equivalent tokens** — the headline metric: the four token components weighted by Anthropic's published API pricing ratios (see ADR 0014).
The raw component breakdown is retained on every sample so the data can be re-weighted without re-running.
**seed** — the deterministic, idempotent starting state scripted into each throwaway repository before a trial, against which correctness is scored.
**checker** — the deterministic scorer that diffs post-run repository state (mutation tasks) or matches required facts in the agent's report (read tasks) against the seeded ground truth.
## Layout
- `result.ts` — the immutable result-record shape and its tags (arm, task, tier, trial, timestamp).
- `store.ts` — the append-only, per-cell sample store that accumulates result records.
- `guard.ts` — the authoritative tool-isolation guard plus the curated per-arm bin directory that backs it.
- `scoring-spec.ts` — the scoring-spec contract: a task's expected end state (mutation) or required answer facts (read), consumed by the checker and produced by the runner and task suite.
- `checker.ts` — the deterministic scorer: the full-state diff for mutation tasks and the answer-match for read tasks, plus the `score` entry point that dispatches on task kind.
Later slices add the seed provisioning, the arm scaffolding, the single-cell runner, the task suite, the run-loop CLI, and the aggregator.
## Tests
The harness's deterministic seams are unit-tested in this directory, colocated with their source, and run via:
```
npm run test:bench
```
They are kept out of the main fast tier so harness code never counts against the `src/` coverage thresholds.