Bayramannakov Claude Reflect
- 1.3k repo stars
- Updated March 16, 2026
- BayramAnnakov/claude-reflect
bayramannakov-claude-reflect is a Claude Code plugin that captures session feedback and syncs it into CLAUDE.md and AGENTS.md for self-learning agent behavior.
About
bayramannakov-claude-reflect is a Claude Code plugin that implements a self-learning loop: when you correct the agent or affirm good behavior, reflect captures those signals and writes them into CLAUDE.md and AGENTS.md so later sessions inherit your standards. developers wear every hat, so re-explaining stack choices, tone, or review rules every day is expensive; this plugin targets that friction with an process skill posture. The canonical shelf is Operate → iterate because the artifact is living project memory, but invoke it during build, ship review, and even early scope conversations whenever decisions should stick. It is one plugin from BayramAnnakov/claude-reflect in the community category, not a browser MCP or a 45-skill marketplace. Complexity is intermediate: you need Claude Code, readable project instruction files, and discipline to let the sync run after meaningful feedback. Outcomes are fewer regressions in agent behavior and a auditable preference trail in repo-local docs.
- Captures corrections, positive feedback, and preferences from Claude Code sessions
- Syncs learned rules into CLAUDE.md and AGENTS.md for continuity
- Self-learning system aimed at reducing repeated instruction churn
- Single-plugin community bundle (~880 GitHub stars in catalog metadata)
- Works as ongoing agent tooling rather than a one-shot code generator
Bayramannakov Claude Reflect by the numbers
- Data as of Jul 28, 2026 (Skillselion catalog sync)
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| repo stars | ★ 1.3k |
|---|---|
| Last updated | March 16, 2026 |
| Repository | BayramAnnakov/claude-reflect ↗ |
What it does
Install a self-learning layer that records your corrections and preferences into CLAUDE.md and AGENTS.md across projects.
Who is it for?
Best when you iterate daily with Claude Code and want durable, repo-backed agent memory from real feedback.
Skip if: Skip if you rarely customize agent instructions or do not maintain CLAUDE.md / AGENTS.md in the repo.
What you get
Approved preferences and fixes accumulate in CLAUDE.md and AGENTS.md so the agent improves continuity without you repeating the same rules.
- Updated CLAUDE.md reflecting captured corrections and preferences
- Updated AGENTS.md aligned with learned agent behavior
- Reduced repeated manual instruction editing across sessions
By the numbers
- 1 plugin in bundle
- Repository BayramAnnakov/claude-reflect
- 880 GitHub stars (catalog metadata)
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Self-learning instruction sync plugin, not browser MCP automation or a multi-skill production marketplace.
FAQ
Who is Bayramannakov Claude Reflect for?
Claude Code users who want corrections and preferences automatically reflected in project agent docs.
When should I use Bayramannakov Claude Reflect?
Whenever you give repeated feedback, approvals, or style corrections and want them persisted for future agent runs.
How do I add Bayramannakov Claude Reflect to my agent?
Register the reflect plugin from BayramAnnakov/claude-reflect in Claude Code and keep CLAUDE.md and AGENTS.md in your project so sync targets exist.