Content
78%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.
A well-organized, highly actionable reference for AxAgent observability with executable examples and precise type information throughout. Its weaknesses are inlined per-hook reference material that belongs in bundle files and some redundant or wordy passages.
Suggestions
Move the per-hook API detail (e.g., the actorTurnCallback/onContextEvent sections with their full type signatures) into references/ files, keeping SKILL.md as the hook-selection overview with one-line pointers per hook.
Remove the duplicated actorTurnCallback type signature; state once that a deprecated alias of the same shape exists instead of reprinting the full block.
Add a short verification step for wiring (e.g., how to confirm axGlobals.onUsage events arrive or that agentStatusCallback is firing) to strengthen the workflow's feedback loop.
| Dimension | Reasoning | Score |
|---|---|---|
Conciseness | The body is dense with non-derivable, API-specific facts and avoids explaining general concepts, but the actorTurnCallback type signature is printed twice verbatim (once as a deprecated alias) and several rule lists could be tightened. Efficient overall with minor trimmable redundancy fits anchor 4, not the every-token-earns-its-place anchor 5. | 4 / 5 |
Actionability | Every hook has copy-paste-ready TypeScript configuration plus exact type signatures (e.g., the full actorTurnCallback turn shape, the usageContext attribution object, getStagedUsage()/getTraces()/resetUsage() calls) covering the common cases. This matches the fully-executable anchor 5; it is clearly above anchor 4's 'minor gaps'. | 5 / 5 |
Workflow Clarity | The 'Choose The Smallest Hook' section provides a clear selection sequence with escalation rules ('Do not add multiple hooks unless...') and teardown guidance, but there is no validate/verify loop for confirming wiring (e.g., that the usage observer actually emits). Clear sequence with most checkpoints present fits anchor 4 rather than the explicit-feedback-loop anchor 5. | 4 / 5 |
Progressive Disclosure | Roughly 400 lines of per-hook API reference are inlined entirely in SKILL.md with no bundle files; the only clearly signaled external pointer is 'also read ax-ai'. Sections are well-organized, but content that should live in separate reference files (per-hook API details, event shapes) is inline, matching anchor 3. | 3 / 5 |
Total | 16 / 20 Passed |