Content
88%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.
An excellent operational reference: concrete executable commands, realistic output examples, explicit preconditions, validation checkpoints, and error-recovery guidance throughout. The only refinements available are deduplicating two repeated facts and moving the params/failure reference tables into a separate bundle file.
Suggestions
State the laptop RTX 5070 8 GB reference benchmark once (in "Labels and GPU") and reference it from "Watching labels on a schedule" instead of repeating it.
Move the LocalizeParams field table and the per-rig failure diagnosis into a references/ file, keeping SKILL.md as the operational overview with clearly signaled pointers.
| Dimension | Reasoning | Score |
|---|---|---|
Conciseness | The body is dense and stack-specific with no padding about concepts Claude already knows; nearly every line carries non-obvious operational facts (frame cadence, timeout behavior, caching rules). It is not a 5 because of small duplications: the laptop RTX 5070 8 GB benchmark appears in both "Watching labels on a schedule" and "Labels and GPU", and the fuse_voxel_m desk values are stated in two places. | 4 / 5 |
Actionability | Every section is built around copy-paste-ready commands (`uv run dimos mcp call localize -j '...' --timeout 300`), real annotated output samples, and tables of concrete param values, fully covering the common cases the description promises. | 5 / 5 |
Workflow Clarity | Workflows are clearly sequenced with validation checkpoints and feedback loops: check `state()` readiness before calling, interpret the resolved window line, verify "views grew and seen is near 0 s" when narrowing, and error recovery paths such as halving labels on torch.OutOfMemoryError and reporting (not restarting) a down stack. | 5 / 5 |
Progressive Disclosure | The body is well-sectioned with clear headers and one clearly-signaled one-level-deep pointer ("Tuning params offline on a recording... is in `README.md`"), and no bundle files exist so self-containment is appropriate. It stops short of a 5 because reference material like the LocalizeParams field table and the rig failure guide are inlined and could be split into a references/ file to slim the overview. | 4 / 5 |
Total | 18 / 20 Passed |