Content
81%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 highly actionable and workflow-sound: complete executable Dafny examples, a verify→fix→retest loop, and a real, well-structured reference file. The main weakness is token efficiency — significant overlap between Step 3 patterns, the Quick Reference table, the Examples section, and references/translation_patterns.md, plus some generic guidance Claude doesn't need.
Suggestions
Trim duplication: keep a few representative patterns in Step 3 and the Quick Reference table, and move the four full worked Examples into references/translation_patterns.md (or a dedicated examples file), linking to them instead of inlining all four.
Cut generic analysis prompts like 'What does the program compute? What are the inputs and outputs?' and sections explaining what Claude already knows ('Python is dynamically typed, Dafny is statically typed', the Overview that restates the description).
Replace the prose-only 'Add Specifications' and 'Refine and Optimize' checklists with one concrete before/after example each, since every other section already earns its tokens with executable code.
| Dimension | Reasoning | Score |
|---|---|---|
Conciseness | The body is mostly dense, useful translation content, but there is real duplication and generic filler: Step 3 patterns, the Quick Reference table, and four full worked Examples largely restate one another and duplicate the 695-line references/translation_patterns.md, and sections like 'What does the program compute? What are the inputs and outputs?' or 'Python is dynamically typed, Dafny is statically typed' explain what Claude already knows. Not a 2 because the bulk is concrete non-padded guidance; not a 4 because multiple sections (Step 1 semantics prompts, Key Differences, Limitations, the Examples section) could be cut or moved without losing information. | 3 / 5 |
Actionability | Fully executable throughout: complete, syntactically valid Dafny snippets paired with their Python inputs (functions, methods, loops with invariants, classes, binary search), concrete commands 'dafny verify program.dfy' and 'dafny run program.dfy', and a copy-paste Python→Dafny quick-reference table covering the common cases. Matches the 5 anchor exactly. | 5 / 5 |
Workflow Clarity | A clear six-step sequence (Analyze → Design → Translate → Add Specifications → Verify and Test → Refine) with an explicit feedback loop in Step 5: 'Run Dafny verifier' → 'Fix verification errors: add missing invariants, strengthen postconditions, add helper lemmas' → test execution → 'Compare outputs' between original Python and translated Dafny. This matches the 5 anchor's explicit validation steps with error-recovery loops; nothing is missing for a 4. | 5 / 5 |
Progressive Disclosure | Good structure with a clearly signaled, one-level-deep reference: 'For detailed patterns, see [translation_patterns.md](references/translation_patterns.md)' plus a Resources section, and the referenced file exists and is well organized (TOC, per-pattern sections). Not a 5 because a substantial amount of pattern catalog content (Step 3 patterns, Quick Reference, and all four worked Examples) is inlined in SKILL.md where the reference file already covers it, leaving the overview heavier than ideal; well above 3 because navigation is easy and the reference is properly surfaced. | 4 / 5 |
Total | 17 / 20 Passed |