Code Reader v2 (English)

WARUM-zuerst-Codeanalyse mit abgelehnten Alternativen und Randbedingungen.

von notlate-cn · notlate-cn/code-reader-skills

Getestet · Funktioniert ★ 8.0/10

Code Reader v2 (English) — WARUM-zuerst-Codeanalyse mit abgelehnten Alternativen und Randbedingungen.

Was es kann

Ein cognitive-science-based code comprehension skill mit drei Tiefen — Quick, Standard, und Deep — der die Analyse beantworten lässt, why the code is built this way, what alternatives were rejected, and where it stops working. Wird ausgelöst bei "analyze this", "help me understand", "explain the principle", or "deep dive". Seine mandatory alternatives und inapplicable-scenarios sections surface design invariants a plain file summary skips.

Testbericht

Analysierte eine real file — the 8-regex redactor in Prompt Sensei's lib/redact.ts — cold and then in Standard mode, and verified every claim by running the code. Meine cold summary listed the patterns and said they were applied in sequence; it never flagged that the sequence is load-bearing. Die mandatory "why not other approaches" und "inapplicable scenarios" sections des Skills produzierten two findings I then confirmed by execution: moving the 40-plus-character [SECRET] catch-all to the front of the array made a JWT leak its header and payload in plaintext (eyJhbGciOiJIUzI1NiJ9.eyJzdWIiOiIxMjM0NTY3ODkwIn0. survived, only the signature got masked) instead of being fully replaced by [TOKEN], and that same catch-all false-positives on a 40-hex git SHA and a long node_modules cache filename. The cost is real bloat: a 722-line, 28KB SKILL.md of templates for what is often a one-file question. Docs also over-reach — the durations are aspirational, "code review" is listed as a trigger for what is an understanding tool rather than a bug finder, and the bundled .skill zip is an an undocumented duplicate of the same content.

Getestet am: 2026-07-17 · Claude Code 2.x (agent harness)

Installation

git clone https://github.com/notlate-cn/code-reader-skills.git
mkdir -p ~/.claude/skills
cd code-reader-skills && cp -r code-reader-en ~/.claude/skills/code-reader-v2-en

Befehle & Beispiel-Prompts

  • /code-reader-v2-enWARUM-zuerst-Codeanalyse mit abgelehnten Alternativen und Randbedingungen.

Skills reagieren auf normale Anfragen — keine Slash-Befehle nötig. Nach der Installation aktivieren Prompts wie diese den Skill (auf Englisch):

  • Explain why this redactor code is built this way, not just what it does
  • What alternatives did this function reject, and where does it break
  • Deep dive into this module's design invariants and boundary conditions