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thedotmackthedotmack/mackeroni-skills/pathfinder/SKILL.md

pathfinder

Skill16 starsChanged 8 months agoNo licenceView on GitHub

Map a codebase into feature-grouped flowcharts, identify duplicated concerns across features, and propose a unified architecture. Use when asked to "find the ideal path," unify duplicated systems, or audit architecture before a refactor. Emits a proposed unified flowchart plus per-system /make-plan prompts.

We split this skill into the rules it gives an agent

3 rules. 0 are common, 2 are distinctive, and 1 is very specific to this project.

  • 0

    Common

    Most of the 4 edited versions we read keep these.

  • 2

    Distinctive

    This author's own choices. Worth a look.

  • 1

    Very specific

    Tied to their project's names, files or tools. Probably skip.

No licence file, so all rights are reserved — read it at the source. We count its rules but don't quote them. Read them on GitHub.

“Common” is measured: kept by at least 6 in 10 of the 4 edited versions of this file we could read. “Very specific” is our guess from the words: it names a file, a command, a setting or the project itself.

  • Other versions9 projects use a version of this.

    Edited · 0

    None found.

    Wrote their own version · 4

    1. dgilford/ai-science-toolkit★ 80same name
    2. emaraschio/cursor-commands★ 9same name
    3. ChewbaccaRoars/pathfinder-skills★ 2same name
    4. Pasquale-Favella/watchtower★ 1same name

    How matches are found. Word for word: the exact same text. Edited: shares passages with this file (“99% same” means 99% of its five-word phrases also appear here; 10% or more counts). Their own version: similar meaning, or, weakest, the same name. We can’t tell which project had it first. Projects are counted among the 200 most-starred candidates, and mentions are links to the repository we found, up to 50 per site, so both counts are a floor.

  • Used alongsideProjects with it also use oh-my-issues, what-the and 10 more.

    Other files people use alongside this one.

    Files found in the same public projects as a version of this one, more often than they turn up anywhere else. Each project counts once, large collections count for less, and this file's own repository is left out.
    • tuliosalustiano27Skill

      oh-my-issues

      Cluster a GitHub issue backlog by root cause into a small set of plan-master issues, redirect children with a standardized comment, and bundle architectural-fix PRs that close clusters atomically. Use when an issue tracker has accumulated dozens of reports that share underlying defects, when asked to triage / consolidate / cluster / dedupe issues, when asked to build a plan series or roadmap from open issues, or when routing a new incoming bug into an existing plan.

      Also in 4 projects that use this

    • tuliosalustiano27Skill

      what-the

      What the? Use when the user wants a plain-English breakdown of something technical — the who, what, where, why, and when.

      Also in 4 projects that use this

    • oivanfelipeSkill

      cloud-sync

      Set up or check claude-mem cloud sync with cmem.ai Pro. Use when the user says "set up cloud sync", "sync my memories", "cmem pro", "cloud backup", "sync status", or wants their memory database backed up or synced to their cmem.ai account.

      Also in 3 projects that use this

    • oivanfelipeSkill

      mode-creator

      Interactively create, install, activate, and verify custom claude-mem modes, including domain-specific observation types, concept tags, optional Telegram alerts, bot setup, worker restart, and startup-context verification. Use this whenever someone asks to customize what claude-mem remembers, create or change a mode, track domain-specific notes, add observation types or tags, or send Telegram notifications for particular memories—even if they do not use the word "mode.

      Also in 3 projects that use this

    • dqtx760Skill

      knowledge-agent

      Build and query AI-powered knowledge bases from claude-mem observations. Use when users want to create focused "brains" from their observation history, ask questions about past work patterns, or compile expertise on specific topics.

      Also in 3 projects that use this

    • jorgeasaurusSkill

      mem-search

      Search claude-mem's persistent cross-session memory database. Use when user asks "did we already solve this?", "how did we do X last time?", or needs work from previous sessions.

      Also in 5 projects that use this

    • +2 more from tuliosalustiano27
  • In this repository3 other files it gives its agents.

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What did you use it for? e.g. Reviewing pull requests in a Rails app

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