Content
77%Weight 40%Scale 1-5Reviews the quality of instructions and guidance provided to agents. Good implementation is clear, handles edge cases, and produces reliable results.
The body is an unusually rigorous, well-sequenced experimental protocol with strong statistical decision rules, good bundle structure, and a concrete report contract. It is held back by padding (cited definitions, etymology, derivations of standard statistics) and by three axes that describe variations without giving an executable way to realize them.
Suggestions
Cut the opening Fowler definition and the 'flaky test' etymology paragraph; replace with one line stating the trigger condition, and move the Google size-vs-flakiness note into the existing statistics reference or delete it.
State the binomial sizing and two-proportion comparison as rules ("choose N from the table in references/...; flag |z| > 1.96") without deriving them inline — the derivations already live in the reference file.
Add an executable knob for the three naked axes: a concrete traffic-shaping command or CDP throttling call for network, and the runner flags or config for viewport and animation suppression (even one per axis, mirroring the Playwright/Jest table).
| Dimension | Reasoning | Score |
|---|---|---|
Conciseness | Lookup tables are properly deferred to references and most prose is load-bearing, but the body still spends tokens on things Claude already knows: the opening Fowler definition and the etymology of "flaky test", the inline derivation of (1-p)^N = 0.05 and the pooled two-proportion z formula, and a marginal "note on where flakes concentrate" section, plus a time-sensitive CDP version-drift caution in the main body. Mostly efficient with several sections that could be tightened fits 3 rather than 4 — the removable material is more than minor — and clearly not 2, since the majority of the content instructs rather than explains. | 3 / 5 |
Actionability | Concrete runner flags (--workers, --repeat-each, --runInBand, --randomize, --showSeed/--seed), explicit N budgets, the 1.96 threshold, and a copy-paste report template make the protocol mostly executable. Three of the eight axes (network, viewport, animation suppression) name their variations but give no executable knob, which is more than a minor gap, so 4 rather than 5; well above 3 since nothing is pseudocode. | 4 / 5 |
Workflow Clarity | Steps 1-6 are sequenced in dependency order with an explicit decision rule as the validation checkpoint, an early-stop rule, a confirmation feedback loop (2x screening hit -> re-measure at N=60 -> apply the z rule), a required report shape, and guidance for the negative-result case. Matches the 5 anchor's explicit validation and error-recovery loop. | 5 / 5 |
Progressive Disclosure | Two real, one-level-deep reference files (both verified present on disk and containing what the body claims) are linked in context and catalogued in a "Deep references" section describing each file's contents; the body inlines only the distilled numbers. Clear overview with well-signaled references fits the 5 anchor. | 5 / 5 |
Total | 17 / 20 Passed |