Content
62%Reviews the quality of instructions and guidance provided to agents. Good implementation is clear, handles edge cases, and produces reliable results.
This is a highly actionable and well-structured skill with clear workflows, concrete commands, and good error recovery paths. However, it suffers significantly from verbosity — the full bilingual duplication alone roughly doubles the token cost, and there's unnecessary explanation throughout. The progressive disclosure is partially achieved through external prompt file references but undermined by the monolithic main file.
Suggestions
Eliminate the inline duplication by keeping one primary language version in SKILL.md and moving the other to a separate file (e.g., SKILL_EN.md or SKILL_ZH.md), with a one-line reference at the top.
Trim the guided prompt templates (emoji question lists, menu displays) — these are presentation details Claude can generate on the fly and don't need to be specified verbatim.
Move the detailed per-source parsing instructions (WeChat, QQ, photos, etc.) into a separate SOURCES.md reference file, keeping only the tool command table in the main skill.
| Dimension | Reasoning | Score |
|---|---|---|
Conciseness | The content is extremely verbose at ~300+ lines, with the entire skill duplicated in both Chinese and English. Much of the content explains things Claude already knows (what EXIF data is, what WeChat is). The guided prompts like emoji-decorated question lists and menu-style option displays add significant bloat. | 1 / 3 |
Actionability | The skill provides fully concrete, executable commands with specific tool paths, bash scripts, JSON schemas, and exact file paths. Every step has copy-paste ready code blocks with clear variable placeholders. The fallback mechanisms (script fails → manual Write tool) are well-specified. | 3 / 3 |
Workflow Clarity | The 5-step creation flow is clearly sequenced with explicit checkpoints (Step 4 preview/confirm before Step 5 write). Evolution mode has numbered steps with backup-before-edit validation. The fallback chain (script → manual write → manual combine) provides error recovery. Destructive operations (delete) require confirmation. | 3 / 3 |
Progressive Disclosure | The skill references external prompt files (intake.md, self_analyzer.md, persona_builder.md, etc.) which is good progressive disclosure, but the main file itself is monolithic with both full Chinese and English versions inline. The English version is a condensed duplicate rather than a proper reference, and the detailed parsing options could be split into separate files. | 2 / 3 |
Total | 9 / 12 Passed |