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Reviewing Dify backend code for verified defects v1.0.0

Use this resource to review backend code in the api/ folder and report only verified defects

New

  • 402 downloads
  • 207 likes
  • 199 saves

Free

Install with the CLI

In a terminal, from the folder you want:

npx --yes palatekit@latest install backend-code-review-dify

With no option, the skill goes to ~/.agents/skills/; add --agent claude-code (or codex, cursor…) to target an agent.

First time: connect the CLI with

npx --yes palatekit@latest login

The agent sets the requested scope, reads the changed lines and their callers, then keeps only findings backed by a precise observation. It ties them to the architecture, database schema, repository and SQLAlchemy rules, and ranks them by severity. You get a sourced review with no speculative findings.

Mostly picked by

Updated November 2, 2026

Card for the “Reviewing Dify backend code for verified defects” skill

Details

Works in
Install guides
Generates with
Your agent's model
Licence
Apache-2.0

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What you get

  • SKILL.md: fact-based review method, rule routing and severity
  • references/: architecture, database schema, repository and SQLAlchemy rules

Good fit for

  • You want a review of your pending changes in api/ before merging
  • You want to audit a backend file without implementing anything

Not for

    Tags

    • code review
    • backend
    • defects
    • sqlalchemy
    • architecture

    About

    You say

    “Review the pending changes in api/ and report only reproducible defects.”

    Card for the “Reviewing Dify backend code for verified defects” skill

    Skill published by langgenius under the Apache-2.0 license, delivered in its original version.

    Show more

    How to use it

    1. Install the skill in your agent's skills folder
    2. Ask your agent to review backend code in the api/ folder and report only verified defects
    3. Review and adjust the result

    Content preview

    Files

    • LICENSE1.8 KB
    • NOTICE-PALATEKIT.md0.5 KB
    • references/architecture-rule.md14.1 KB
    • references/db-schema-rule.md6.8 KB
    • references/repositories-rule.md2.1 KB
    • references/sqlalchemy-rule.md5.9 KB
    • SKILL.md2.8 KB

    Origin and licence

    Listed unmodified

    Author
    langgenius
    Source
    github.com/langgenius/dify/tree/ea5e4e9e21e73a8b7406e2d678350a2dd33b8fa0/.agents/skills/backend-code-review
    Licence
    Apache-2.0

    Notice

    « backend-code-review » (langgenius, Apache-2.0) livré dans sa version d'origine : fiche en français et en anglais par PalateKit.

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