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Parameter Recovery Checker

Checked
haoxuanlithuai·vlatest·other·MIT

This tool verifies if critical parameters are correctly recovered after a process, ensuring data integrity and preventing errors.

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 neuroaihub/awesome_cognitive_and_neuroscience_skills --skill parameter-recovery-checker -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

haoxuanlithuai

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 passed all 6 checks. We read its files at one commit and looked for the things that make a skill dangerous to run — not for whether it works.

  • 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

    Makes no network calls.

    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.

  • 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.

  • No pipe-to-shell installers: passed

    No pipe-to-shell or download-and-run installers.

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

  • Pinned to a commit: passed

    Scanned haoxuanlithuai/awesome_cognitive_and_neuroscience_skills at 7034c3549c.

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

Commit
7034c3549c
Manifest
skills/parameter-recovery-checker/SKILL.md
Scanned
2 files, 472 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 Parameter Recovery Checker skill analyzes text and attempts to recover parameters or values that were intentionally obscured or replaced with placeholders. It can identify patterns and relationships within the text to infer missing information, such as dates, names, or numerical data. This is useful for tasks like de-obfuscating reports or reconstructing incomplete datasets.

When to use it

  • De-anonymizing Data: Recovering identifying details from a dataset where personal information has been replaced with generic placeholders.
  • Reconstructing Reports: Filling in missing values or parameters within a partially completed report or document.
  • Analyzing Obfuscated Text: Understanding the underlying meaning of text that intentionally hides specific data points.
  • Data Validation: Checking if recovered parameters are consistent with expected ranges or formats.

Key capabilities

  • Parameter identification and recovery
  • Pattern recognition within text
  • Relationship inference between textual elements
  • Placeholder replacement

Example prompts

  • "Can you recover the dates mentioned in this report, which have been replaced with '[DATE]?'"
  • "This document has names replaced with '[NAME]'. Can you identify the likely individuals?"
  • “The values for [VALUE] are missing. Attempt to infer them based on surrounding context.”

Tips & gotchas

The accuracy of parameter recovery depends heavily on the clarity and consistency of the original text patterns. Complex or highly variable obfuscation methods may reduce the skill’s effectiveness.