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pathfinder

An AI agent skill from thedotmack/claude-mem, scored 66 out of 100 by code.

66/ 100C

Code score by group

  • Spec20/20
  • Description14/20
  • Procedure10/15
  • Done criteria0/15
  • Resources7/10
  • Scripts5/8
  • Safety7/7
  • Upkeep3/5

It loses the most points in Done criteria (15), the group that checks whether there is a checklist and a step that verifies the work.

What the author says it does

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.

This is the description in the skill's own SKILL.md, written by its author, not by SkillCheatSheet.

Repository
thedotmack/claude-mem
Folder
plugin/skills/pathfinder
License
Apache-2.0
GitHub stars
116,367
SKILL.md lines
112
Other files
0

Add pathfinder to your agent

npx skills add thedotmack/claude-mem --skill pathfinder

The command uses the open skills CLI. A skill is instructions and scripts your agent will follow, so read it first: open the folder on GitHub at the commit that was scored.

More skills from thedotmack/claude-mem

  1. version-bump

    Maintainer release workflow for the thedotmack/claude-mem repository only. Handles version increments across package.json, marketplace.json, plugin.json manifests, build verificat…

    Verified82B
  2. request-progress

    Group recent conversations into overall requests, review each one's progress from memory, sort each into one of the owner's focus areas, and write the build story, so My Work show…

    Verified81B
  3. mem-setup

    This skill should be used when the user asks to "set up claude-mem", "pair claude-mem", "connect cmem", "add my cmem key", "set up cloud sync in Cowork" or in the Claude app, or p…

    78B
  4. make-plan

    Create a detailed, phased implementation plan with documentation discovery. Use when asked to plan a feature, task, or multi-step implementation — especially before executing with…

    76B
  5. ccs-align

    Run the CCS Align seat's hourly breathing cycle — prove the local claude-mem worker is healthy, pull needle observations through search → timeline → get_observations, land them in…

    74B
  6. mem-search

    This skill should be used when the user asks to "search memory", "what do you remember about X", "check claude-mem", "mem search", "find past observations", "what did we do last s…

    74B
  7. 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…

    74B
  8. timeline-report

    Generate a "Journey Into [Project]" narrative report analyzing a project's entire development history from claude-mem's timeline. Use when asked for a timeline report, project his…

    73B

All skills in thedotmack/claude-mem

Scores come from a snapshot of 300 public GitHub repositories taken on 12 November 2026. Every score is the result of fixed checks run by code; no AI is involved. How scoring works.