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Deep understanding of a complex system v1.0.0

Use this resource to understand a system spread over many files in depth, from the actual code

New

  • 499 downloads
  • 197 likes
  • 159 saves

Free

Install with the CLI

In a terminal, from the folder you want:

npx --yes palatekit@latest install codebase-deep-dive-research

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 follows the real execution paths, reads the implementation rather than file names, then answers with evidence. You get a detailed explanation of the architecture or mechanism under study.

Mostly picked by

Updated November 2, 2026

Card for the “Deep understanding of a complex system” skill

Details

Works in
Install guides
Generates with
Your agent's model
Licence
MIT

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What you get

  • SKILL.md: invariants and five-iteration research method
  • SKILL.md: evidence standard and reporting rules

Good fit for

  • You want to know how a flow crosses several services
  • You need to explain a complex mechanism to a colleague

Not for

    Tags

    • architecture
    • code analysis
    • evidence
    • understanding

    About

    You say

    “Explain how billing is triggered, from the webhook down to the database.”

    Card for the “Deep understanding of a complex system” skill

    Skill published by sickn33 under the MIT 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 understand a system spread over many files in depth, from the actual code
    3. Review and adjust the result

    Content preview

    Files

    • LICENSE1.1 KB
    • NOTICE-PALATEKIT.md0.5 KB
    • SKILL.md3.9 KB

    Origin and licence

    Listed unmodified

    Author
    sickn33
    Source
    github.com/sickn33/agentic-awesome-skills/tree/e9809578fd426a284af017c5db99f8eb6628e6ca/skills/wiki-researcher
    Licence
    MIT

    Notice

    « wiki-researcher » (sickn33, MIT) livré dans sa version d'origine : fiche en français et en anglais par PalateKit.

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