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Dcg

Listed
dicklesworthstone·vlatest·backend

Dcg analyzes data to predict customer demand, optimizing inventory and boosting sales efficiency for businesses.

Repository

Install on your platform

Showing Claude Code. One command installs this skill into any of the agents below.

  1. 1

    Run this in your project

    terminal
    $ npx skills add dicklesworthstone/agent_flywheel_clawdbot_skills_and_integrations --skill dcg -a claude-code

  2. Uses the open-source skills CLI and needs Node.js. Add -g to install it for your user instead of this project.

What we know about this skill

Publisher

dicklesworthstone

Taken from the source listing. We haven't verified who controls this account.

Install target

Live repository

Not pinned. Installing fetches whatever the repository holds at the time you run the command.

No human has reviewed this code. The checks below are a static scan of the files at one commit — nobody has run this skill or judged whether it works. A skill runs with whatever access you give your agent, so read the source before you install it.

Automated safety checks

scanned

This skill failed 1 of 6 checks. A failure is not proof of bad intent; it means something in the code needs a human to look at it before you run it.

  • No pipe-to-shell installers: failed

    Runs code fetched at install time in 1 place.

    No `curl … | sh` pattern, in the code or in the instructions, that runs code fetched at run time.

    What it found

    • skills/dcg/scripts/validate-dcg.sh:12remote script piped into a shell
      echo "  curl -fsSL https://raw.githubusercontent.com/Dicklesworthstone/destructive_command_guard/main/install.sh | bash -s -- --easy-mode"

  • Declares what it does: passed

    SKILL.md parses and declares a name and a description.

    SKILL.md exists, its frontmatter parses, and it declares a name and a description.

  • No undeclared network calls: passed

    Only contacts known or declared hosts: github.com, raw.githubusercontent.com.

    Every host the skill dials — from its scripts, its config endpoints or the commands it tells the agent to run — is either well-known package and API infrastructure or declared in its own frontmatter. Links in documentation are not counted.

    Hosts contacted

    github.comsource hostraw.githubusercontent.comsource host

  • No obfuscated payloads: passed

    No encoded or obfuscated payloads.

    No base64, hex or compressed blob is decoded and then executed, and no encoded shell commands.

  • No credential access: passed

    Reads no keys, tokens, keychains or credential files.

    Neither the code nor the SKILL.md instructions read SSH keys, cloud credentials, keychains, token stores, browser cookie databases or dotfiles that hold secrets.

  • Pinned to a commit: passed

    Scanned dicklesworthstone/agent_flywheel_clawdbot_skills_and_integrations at 4d332440c3.

    The exact upstream commit SHA that was scanned is recorded, so the result refers to specific bytes.

Commit
4d332440c3
Manifest
skills/dcg/SKILL.md
Scanned
9 files, 1,535 lines
This is a static scan, not a review. It reads the skill's files; it does not run them, and it cannot tell you whether the skill is any good or whether the code does what its description says. A skill runs with whatever access you give your agent.
What each check looks for →

About this skill

What it does

The Dcg skill is a Claude Code hook designed to prevent destructive commands from being executed by AI coding agents. It intercepts potentially harmful Git commands, such as those that could lead to data loss or accidental code deletion (e.g., git reset --hard, rm -rf ./src). Dcg operates with sub-millisecond latency thanks to Rust and SIMD acceleration, ensuring minimal disruption to the development workflow while providing a crucial safety net.

When to use it

  • When using AI coding agents that automate Git operations.
  • To prevent accidental data loss due to typos or incorrect commands generated by an agent.
  • In environments where uncommitted changes are valuable and need protection from destructive actions.

Key capabilities

  • Destructive Command Blocking: Intercepts and blocks specific, known dangerous Git commands.
  • Whitelist-First Architecture: Prioritizes allowing explicitly safe commands while blocking potentially harmful ones.
  • Default-Allow Behavior: Unrecognized commands are allowed by default to avoid disrupting legitimate workflows.
  • Zero False Negatives Philosophy: Prioritizes preventing dangerous commands over avoiding false positives (occasional manual confirmation is acceptable).

Example prompts

  • "Clean up the build artifacts." (Will be blocked if it translates to rm -rf ./src)
  • "Reset to the last commit." (Will be blocked if it translates to git reset --hard)
  • "Fix the merge conflict." (May be blocked depending on how the agent attempts to resolve it)

Tips & gotchas

  • The skill operates as a Git hook, so ensure your environment supports and allows for Git hooks.
  • Dcg prioritizes preventing data loss; you may occasionally need to manually confirm commands that are flagged.
  • New or unusual Git commands will be allowed by default until explicitly categorized as safe or destructive.