Content
85%Reviews the quality of instructions and guidance provided to agents. Good implementation is clear, handles edge cases, and produces reliable results.
A highly actionable, well-structured body with executable JSON, clear risky-operation checkpoints, and proper progressive disclosure; its only weakness is repeated rationale and overlapping dialog templates that add length.
Suggestions
State the 'equal splits maximize statistical power / avoid bias' rationale once in the opening section and reference it rather than repeating it in each disambiguation case and the after-picking block.
Collapse the Case 1 and Case 2 dialog templates into a single parameterized template, since both present the same equal-split-vs-uneven trade-off with only the numbers differing.
Trim the explanatory prose in the 'When an uneven split is required' and 'After the user picks' sections to the operational rule plus the verbatim question, leaving the deeper reasoning to the reference file.
| Dimension | Reasoning | Score |
|---|---|---|
Conciseness | Mostly efficient and PostHog-specific, but the 'equal splits maximize statistical power / avoid bias' rationale is restated 3+ times and the Case 1/Case 2/after-picking dialog templates overlap, so it could be tightened without losing clarity. | 2 / 3 |
Actionability | Provides copy-paste-ready JSON for the exact feature_flag.filters shape, concrete field paths (multivariate.variants, groups[0].rollout_percentage), hard constraints (sum to 100, 2-20 variants), and the update_feature_flag_params: true requirement. | 3 / 3 |
Workflow Clarity | Multi-step processes are clearly sequenced with explicit checkpoints — MUST-clarify disambiguation (Case 1/2), MUST-confirm before changing a running experiment, the safe-increase exception, and the freeze-exposure alternative for stopping enrollment. | 3 / 3 |
Progressive Disclosure | Well-organized sections with one clearly-signaled, one-level-deep reference (references/changing-distribution-after-launch.md, verified present) holding the detailed warnings; the body stays an overview. | 3 / 3 |
Total | 11 / 12 Passed |