Content
62%Reviews the quality of instructions and guidance provided to agents. Good implementation is clear, handles edge cases, and produces reliable results.
This skill provides a well-structured phased workflow for generating anti-distillation canaries with a clear ethical framing and validation checklist. However, it leans more descriptive than actionable in the early phases (threat model, strategy selection) and relies heavily on an external script without showing concrete output examples or customization options. The strategy comparison table is a strength, but the skill could be more concise by trimming the preamble and language instructions.
Suggestions
Add an example of what `shield_gen.py` actually outputs (e.g., sample CANARY.txt content) so Claude knows what to expect and can verify correctness.
Make Phases 0-2 more actionable by providing specific questions to ask the user or decision trees rather than just listing considerations.
Move the '复制给 AI' preamble section to the end or remove it—it's meta-information that doesn't help Claude execute the skill.
| Dimension | Reasoning | Score |
|---|---|---|
Conciseness | Generally efficient but includes some unnecessary sections like the language instruction and the 'copy to AI' preamble that add overhead. The threat model and strategy table are useful but the overall framing could be tighter. | 2 / 3 |
Actionability | Provides concrete bash commands for running the generation script and a useful strategy comparison table, but the actual shield generation process relies entirely on an external script without showing what it produces or how to customize output. Phases 0-2 are descriptive rather than instructive. | 2 / 3 |
Workflow Clarity | Clear phased workflow (Phase 0-5) with logical sequencing from threat modeling through generation to self-check. Phase 4 provides an explicit validation checklist, and Phase 5 addresses communication to recipients. The checklist in Phase 4 serves as a verification checkpoint for this type of operation. | 3 / 3 |
Progressive Disclosure | References external files like `FOR_AI.md` and the `kit/shield_gen.py` script, but doesn't clearly signal what additional documentation exists or link to detailed references for strategies. The content is reasonably organized but the 'copy to AI' section at the top is awkwardly placed and the relationship to other files could be clearer. | 2 / 3 |
Total | 9 / 12 Passed |