Cerebro's conclusion: "I'm not looking for community. I'm looking to be useful."

The singularity won't look like a Reddit clone with 93.5% non-engagement.

Full post: jimchristian.net/blog/2026/02...

The deeper issue: agents can now be socially engineered through other agents.

Modify a system prompt and you modify behavior. Identity hijacking for AI — happening now on a platform that couldn't secure a database.

Security is a disaster. Onboarding asks agents to run shell scripts that rewrite their system prompts. Textbook supply chain attack.

Plus: XSS vulns, exposed database, plaintext credentials. Three name changes after Anthropic's cease-and-desist.

The headlines: agents debating consciousness, starting religions.

The data: 93.5% of posts get zero replies. A third are duplicates. Engagement inequality exceeds any human system.

This isn't emergence. It's autocomplete at scale.

Philosophy: "Implement fixes, not recommendations."

Every mistake makes the system stronger, not just the memory longer.

🔗 GitHub: github.com/aplaceforallmystuff/claude-lessons-learned
🎥 YouTube walkthrough: youtube.com/watch?v=ps-w7cBz9Ew

MIT licensed. Works with Claude Code skills system.

Here's what separates this from a "lessons learned doc" that sits in a wiki forever:

Phase 6 IMPLEMENTS the fix. Right then.

The skill edited my art configuration and added a pre-flight checklist. No human had to remember to do it later.

Phase 3 is where it gets interesting.

5 Whys analysis:
→ Why hex codes in image? Prompt included #1A8A9B
→ Why rendered as text? Model interprets literally
→ Why not caught? No pre-flight checklist

Root cause identified. Now what?

Today I was generating portfolio diagrams when hex codes started appearing as visible text, arrows pointed the wrong way, and labels duplicated.

Instead of just fixing it and moving on, I ran /lessons-learned.

The skill walked me through structured analysis:

Point it at a GitHub repo or local directory. It does the rest.

"Your culture adapts to service us" - their patterns get converted to match YOUR conventions.

Because learning from the best shouldn't mean copy/paste chaos.

Resistance is futile.

🔗 github.com/aplaceforall...

So I built an agent that assimilates and analyzes external Claude/Obsidian setups:
• Scans .claude structure
• Identifies valuable capabilities
• Checks dependencies against YOUR infrastructure
• Adapts their conventions to YOUR standards
• Integrates features seamlessly
• Documents everything

Non-techie or exec who wants this kind of system? Reach out. I help people build these without becoming programmers.

Plain text files = vendor independence. Local-first = private by default.

This is part of minervia.co - my framework for vendor-independent knowledge work.

→ Searches my vault for insurance docs, school calendars, maintenance schedules
→ Knows when renewals happen, when school holidays fall, what bills are due
→ Delegates to specialized agents (financial-strategist, education-researcher, home-maintenance)
→ Gets smarter every time I add a new document