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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?
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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.
auto-sop was featured in Open Source (68.5k followers), Artificial Intelligence (471.1k followers), GitHub (41.3k followers) and Vibe coding (520 followers) on Product Hunt. Together, these topics include over 136.6k products, making this a competitive space to launch in.
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.
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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?