kamushadenes/feedback-loop
home/common/ai/resources/agents/skills/feedback-loop/SKILL.md
Update CLAUDE.md or rules when patterns of errors emerge
$ install --global
skillsauthnpx skillsauth add kamushadenes/nix feedback-loopInstall this skill globally with one command. Works with Claude Code, Cursor, and Windsurf.
Security Scan Results
3 of 9 scanners reported clean
Some scanners were skipped, did not run, or reported a non-clean status. Review each row below.
3
Scanners Passed
9
Scanners in report
Clean
TrivyContainer and dependency vulnerability scanner
95%
Clean
SemgrepStatic code analysis for vulnerabilities
95%
Clean
mcp-scan (Snyk)Model Context Protocol security validation
95%
Skipped
Snyk (dep)Open source security scanning
50%
Skipped
Socket.devSupply chain security analysis
50%
Skipped
VirusTotalMulti-engine malware detection
50%
Skipped
CrowdStrikeAdvanced threat intelligence
50%
Skipped
OSV-ScannerOpen Source Vulnerability database check
50%
Skipped
OWASP Dep-Check
50%
Last scanned: Apr 18, 2026, 6:58 AM20.4s1 file scanned
SKILL.md
- name:
- feedback-loop
- description:
- Update CLAUDE.md or rules when patterns of errors emerge
- triggers:
- repeated errors, learning from mistakes, updating rules, improving CLAUDE.md, capturing conventions, documenting patterns
Feedback Loop
When Claude makes the same mistake repeatedly, capture the learning.
When to Use
- Same error type 2+ times
- Project convention violated
- Important pattern discovered
Process
- Identify Pattern - What mistake? What's correct?
- Choose Location
- Project-specific: Add to project's
CLAUDE.md - Global: Add to
~/.claude/rules/via Nix
- Project-specific: Add to project's
- Write the Rule
- Verify - Clear and actionable?
Example
After repeatedly missing --impure flag:
## Nix Flakes
- Always use `--impure` flag (required for private submodule)
- Use `rebuild` alias instead of raw commands
Related Skills
kamushadenes/mempalace-status
data-ai
VerifiedTrustedCommunity
Show MemPalace status — room counts, storage usage, and palace health.
2SKILL.mdUpdated Apr 28, 2026
kamushadenes/mempalace-search
tools
VerifiedTrustedCommunity
Search your MemPalace — semantic search across all mined memories, projects, and conversations.
2SKILL.mdUpdated Apr 28, 2026
kamushadenes/mempalace-mine
tools
VerifiedTrustedCommunity
Mine a project or conversation into your MemPalace — extract and store memories for later retrieval.
2SKILL.mdUpdated Apr 28, 2026
kamushadenes/mempalace-init
development
VerifiedTrustedCommunity
Initialize a new MemPalace — guided setup for your AI memory palace with ChromaDB backend.
2SKILL.mdUpdated Apr 28, 2026