ZBS Index What actually exists in applied AI, with the source next to it

skill

claude-reflect

Self-learning system that captures corrections during sessions and reminds users to run /reflect to update CLAUDE.md. Use when discussing learnings, corrections, or when the user mentions remembering something for future sessions.

Description as published by the maintainer. Source

  • slowing

slowing — Most recent push to the repository was 2026-03-16.

Signals

These are separate measurements of different things. They are deliberately not combined into one score, because a popularity number that mixes website traffic with saves and stars cannot be checked or acted on.

Signal Value What it measures Window Observed Source
GitHub stars 1,288 Stars on the repository that contains this skill, not on the skill itself. A collection of fifty skills shares one number, so it says nothing about this particular skill. cumulative, all time GitHub
Last commit 2026-03-16 Most recent push to the containing repository. It may reflect work on a different skill in the same collection. point in time GitHub
repository status active The repository holding this skill exists and is not archived. as of fetch GitHub

Will this work with your setup?

Install location suggests this is meant for claude-code. The author tagged this repository "claude-skills" on GitHub. That is their statement of intent, not a test result.

We have not run this skill against a task with and without it enabled, so we cannot tell you whether it improves anything, what it costs in tokens, or whether it duplicates behaviour your harness already has. When we have run that test, the result will appear on this page with the task, the versions and the budget it used.

The skill definition lives at SKILL.md in https://github.com/BayramAnnakov/claude-reflect.

Where to get it

Related, by what their authors tagged them

  • Threadminder — last commit 2026-06-05, shares memory, productivity
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  • ayghri-i-have-adhd-i-have-adhd — last commit 2026-08-06, shares productivity
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  • ayghri-i-have-adhd-i-have-adhd-b7b161 — last commit 2026-08-06, shares productivity
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  • com.local-mcp/local-mcp — last commit 2026-08-06, shares productivity
    Let ChatGPT, Claude & Cursor use your Mac: email, calendar, iMessage, Teams, files. Local, free.
  • MakeMeBetter AI — last commit 2026-07-29, shares productivity
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  • MCP server for RescueTime productivity data — last commit 2026-08-06, shares productivity
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    WhatsApp MCP. SQLCipher-encrypted, scrubber-CI-gated, draft-and-confirm sends, voice transcription.

These share tags the maintainers applied themselves, such as memory, productivity. Common tags like "mcp" or "ai" are ignored for this: agreeing with six hundred other projects is not a similarity.

This is not a recommendation and not a test result. It is a map of what the authors said their work is about.

How the author describes it

Topics the maintainer set on GitHub: claude-code, claude-skills, memory, productivity, self-learning.

Bring your own setup

We take apart real AI setups every week and show what broke, what cost too much, and what the trace actually said. If you run agents on real work, that is where the useful conversation is.

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Sources

  1. BayramAnnakov/claude-reflect on GitHub — GitHub, observed , trust tier 3.