Content
68%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 extremely token-efficient cheat sheet that packs real, domain-specific intelligence into every line, and its breadth of concrete commands is a strength. Its weaknesses are in executability — the flagship JS deobfuscation workflow is described rather than given as runnable code — and in the near-total absence of validation checkpoints across the techniques.
Suggestions
Add a short executable Node.js snippet for the RC4 string-array decoder rebuild (steps 1-4 currently read as pseudocode), so the flagship deobfuscation workflow is copy-paste ready.
Insert explicit verification checkpoints for scan outputs, e.g., confirm trufflehog findings are live via --only-verified and validate decoded strings against the app's API paths before reporting.
Break the single code block into labeled sections per technique so each hunting track can be navigated independently.
| Dimension | Reasoning | Score |
|---|---|---|
Conciseness | The ~12-line body is a maximally dense cheat sheet with zero padding and no explanations of concepts Claude already knows — every token carries technique-specific information, matching the 'lean and efficient' anchor exactly. | 5 / 5 |
Actionability | There are some concrete commands and patterns ('semgrep --config=auto', 'git-dumper → git log -p --all', 'sk-/ghp_/BEGIN RSA'), but the central RC4 deobfuscation track ('1)提取字符串数组 2)找解码函数 3)找rotation IIFE 4)Node.js重建解码器') is numbered methodology/pseudocode with no executable decoder snippet, matching the 'concrete but incomplete / pseudocode' anchor. | 3 / 5 |
Workflow Clarity | The RC4 track has an explicit 1-4 step sequence, but the parallel technique one-liners have implicit ordering and no validation checkpoints (only the implicit '--only-verified区分死活密钥' liveness check), matching the 'sequence present but checkpoints missing or implicit' anchor. | 3 / 5 |
Progressive Disclosure | With no bundle files present and a body well under 50 lines, the colon-labeled technique lines ('.git泄露:', '危险函数grep:', '供应链/CI:') function as sections; it falls short of anchor 5 because everything sits in a single monolithic code block under one heading rather than well-separated sections. | 4 / 5 |
Total | 15 / 20 Passed |