Breaking

Bayram Annakov's claude-reflect Adds Reviewable Memory and Skill Discovery to Claude Code

September 16, 2026 at 06:01 EDT

Software Dev & Coding
AI Agents
Open Source

Bayram Annakov's open-source claude-reflect plugin is drawing developer attention by turning Claude Code corrections and repeated workflows into reviewable memory and reusable skills. The project does not replace Anthropic's own Claude Code memory; it adds an explicit capture-review-sync loop around it.

2026 · claude-reflect

Reviewable memory for Claude Code

The plugin captures corrections, asks for approval, then writes reusable learnings into memory files and skill workflows.

1.4k

Repository stars

120

Forks

Capture hooks

0.60-0.95

Confidence range

False-positive work expanded the test suite

Each block represents roughly 10 tests, showing the move from v2.4.0 to the v2.5.1 fix.

141 tests

Before fix

160 tests

After fix

Correction to memory loop

1. Capture

Hooks detect corrections and feedback.

→

2. Review

The user applies, edits or skips each item.

→

3. Reuse

Approved learnings update memory or skills.

Why developers like it

It captures implicit lessons and converts repeated session patterns into reusable commands.

Why teams stay careful

Memory files still need curation, deduplication and limits to avoid stale or bloated context.

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