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auto-sop
Your Claude Code learns from its mistakes automatically
auto-sop watches your Claude Code sessions, detects recurring mistakes, and auto-generates enforced CLAUDE.md directives so the same error never happens twice. And yes, it is OpenSource.
I built this because I was frustrated with Claude Code making the same mistakes over and over. I'd fix a bug, and two sessions later Claude would introduce the same issue. Same wrong import path. Same missing error handler. Same forgotten validation.
auto-sop fixes this with a self-improving feedback loop:
1. It watches your Claude Code sessions (locally, nothing leaves your machine) 2. Every 10 turns, it analyzes patterns and detects recurring mistakes 3. It auto-generates CLAUDE.md directives that Claude follows in future sessions 4. Critical errors graduate instantly — one observation is enough
The result? Claude Code that genuinely learns from its history. We're seeing 30+ directives per project and measurable token savings from fewer retry loops.
The core CLI is free and source-available under the Elastic License 2.0. Pro ($12/mo) adds unlimited projects, cloud sync, and analytics dashboard.
Some things I'm proud of in the architecture:
- Zero latency impact on your Claude sessions (async hooks, fail-open) - Privacy-first: raw captures never leave your machine - Works with your existing Claude subscription — no separate API key needed - Event-driven learning: no cron job hammering your CPU, fires only when there's enough data
Shout-out to @anthropic and the Claude Code team — auto-sop is built with Claude Code, for Claude Code. The irony isn't lost on me: an AI built the tool that teaches itself not to repeat mistakes. 🦉
I'd love to hear your feedback! What mistakes does Claude Code keep making for you?
About auto-sop on Product Hunt
“Your Claude Code learns from its mistakes automatically”
auto-sop was submitted on Product Hunt and earned 3 upvotes and 1 comments, placing #86 on the daily leaderboard. auto-sop watches your Claude Code sessions, detects recurring mistakes, and auto-generates enforced CLAUDE.md directives so the same error never happens twice. And yes, it is OpenSource.
On the analytics side, auto-sop competes within Open Source, Artificial Intelligence, GitHub and Vibe coding — topics that collectively have 581.4k followers on Product Hunt. The dashboard above tracks how auto-sop performed against the three products that launched closest to it on the same day.
Who hunted auto-sop?
auto-sop was hunted by Uğur Gökdere. A “hunter” on Product Hunt is the community member who submits a product to the platform — uploading the images, the link, and tagging the makers behind it. Hunters typically write the first comment explaining why a product is worth attention, and their followers are notified the moment they post. Around 79% of featured launches on Product Hunt are self-hunted by their makers, but a well-known hunter still acts as a signal of quality to the rest of the community. See the full all-time top hunters leaderboard to discover who is shaping the Product Hunt ecosystem.
For a complete overview of auto-sop including community comment highlights and product details, visit the product overview.
Uğur Gökdere
Hey Product Hunt! I'm the creator of auto-sop.
I built this because I was frustrated with Claude Code making the same mistakes over and over. I'd fix a bug, and
two sessions later Claude would introduce the same issue. Same wrong import path. Same missing error handler. Same forgotten validation.
auto-sop fixes this with a self-improving feedback loop:
1. It watches your Claude Code sessions (locally, nothing leaves your machine)
2. Every 10 turns, it analyzes patterns and detects recurring mistakes
3. It auto-generates CLAUDE.md directives that Claude follows in future sessions
4. Critical errors graduate instantly — one observation is enough
The result? Claude Code that genuinely learns from its history. We're seeing 30+ directives per project and
measurable token savings from fewer retry loops.
The core CLI is free and source-available under the Elastic License 2.0. Pro ($12/mo) adds unlimited projects,
cloud sync, and analytics dashboard.
Some things I'm proud of in the architecture:
- Zero latency impact on your Claude sessions (async hooks, fail-open)
- Privacy-first: raw captures never leave your machine
- Works with your existing Claude subscription — no separate API key needed
- Event-driven learning: no cron job hammering your CPU, fires only when there's enough data
Shout-out to @anthropic and the Claude Code team — auto-sop is built with Claude Code, for Claude Code. The irony
isn't lost on me: an AI built the tool that teaches itself not to repeat mistakes. 🦉
I'd love to hear your feedback! What mistakes does Claude Code keep making for you?