Content
85%Reviews the quality of instructions and guidance provided to agents. Good implementation is clear, handles edge cases, and produces reliable results.
A high-quality reference-desk skill: concrete file-level routing, an explicit retrieve-and-cite workflow, and well-structured one-level-deep references. The only weakness is mild cross-section redundancy of the key pipeline order and recipe-gap caveats, which keeps conciseness just below the top anchor.
Suggestions
State the MOPD pipeline order (SFT → RLVR → MOPD warmup → MOPD (×N) → MTP boosting) once in 'Answering rules' and reference it elsewhere rather than repeating the full sequence in 'What makes Ultra different' and 'Cross-skill handoff'.
Consolidate the public-recipe-gap caveat (no bundled long-context pretraining data / no full two-iteration MOPD reproduction) into a single 'Known caveats' entry and link to it from 'Cross-skill handoff' instead of restating it.
Add a one-line verification checkpoint in the Cite step (e.g., 'confirm every benchmark number is labeled base / BF16 / NVFP4 before answering') to make the existing labeling rule an explicit workflow gate.
| Dimension | Reasoning | Score |
|---|---|---|
Conciseness | Largely lean and table/bullet-driven with no padding of basic concepts, but the MOPD pipeline order ('SFT → RLVR → MOPD warmup → MOPD (×N) → MTP boosting') is restated three times and the public-recipe-gap caveat twice, so it could be tightened per the score-2 anchor. | 2 / 3 |
Actionability | For an instruction-only reference skill it gives fully actionable, concrete guidance — a routing table mapping each question type to an exact file, a source-priority order, and a citation format ('paper/architecture.md → Table 1') — meeting the score-3 standard without needing executable code. | 3 / 3 |
Workflow Clarity | The Locate → Retrieve → Cite workflow is explicitly sequenced with an ordered read path and routing table, and the Do/Do-not and Known-caveats sections act as answer-quality checklists; no destructive/batch operations are involved, so the missing-feedback-loop cap does not apply. | 3 / 3 |
Progressive Disclosure | The body is an overview that routes to clearly signaled one-level-deep detail files via the routing table and source-priority list ('paper/architecture.md', 'paper/mopd/overview.md', 'model-card.md'), matching the score-3 anchor for well-organized, easy navigation; no bundle dirs were present to verify the referenced files locally. | 3 / 3 |
Total | 11 / 12 Passed |