45black/skills/sota-management
skills/sota-management/SKILL.md
# SOTA Management Skill > Query and manage the State of the Art registry for quality-tracked tools and patterns. ## When to Use - Before starting a new project: Query ADOPT-tier entries for recommended tools - After developing a new pattern: Score and register it - During compound review: Check for adverse events to log - When evaluating tools: Reference existing assessments ## Quick Commands ### List all entries ```bash sota list ``` ### List by tier ```bash sota list --tier ADOPT sota li
$ install --global
skillsauthnpx skillsauth add 45black/uk-legal-plugins skills/sota-managementInstall 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%
Error
VirusTotalMulti-engine malware detection
70%
Skipped
Snyk (dep)Open source security scanning
50%
Skipped
Socket.devSupply chain security analysis
50%
Skipped
CrowdStrikeAdvanced threat intelligence
50%
Skipped
OSV-ScannerOpen Source Vulnerability database check
50%
Skipped
OWASP Dep-Check
50%
Last scanned: Mar 25, 2026, 4:29 PM44.6s1 file scanned
SKILL.md
SOTA Management Skill
Query and manage the State of the Art registry for quality-tracked tools and patterns.
When to Use
- Before starting a new project: Query ADOPT-tier entries for recommended tools
- After developing a new pattern: Score and register it
- During compound review: Check for adverse events to log
- When evaluating tools: Reference existing assessments
Quick Commands
List all entries
sota list
List by tier
sota list --tier ADOPT
sota list --tier TRIAL
Show entry details
sota show SOTA-0001
Show score breakdown
sota score SOTA-0001
Generate quality report
sota report
Key Files
| File | Purpose |
|------|---------|
| ~/Projects/45black/claude-agents/sota/SOTA-REGISTRY.md | Main registry |
| ~/Projects/45black/claude-agents/sota/SCORING-RUBRIC.md | Scoring methodology |
| ~/Projects/45black/claude-agents/sota/entries/*.sota.md | Individual entries |
Recommendation Tiers
| Tier | Score | Action | |------|-------|--------| | ADOPT | 85-100 | Use in production, recommend to others | | TRIAL | 70-84 | Limited use, monitor closely | | ASSESS | 50-69 | Evaluation only | | HOLD | 0-49 | Do not use |
Memory MCP Integration
Query existing entries:
mcp__memory__search_nodes("sota_entry")
ISO Standards Alignment
- ISO 25010:2023: Software quality (9 characteristics)
- ISO 42001:2023: AI management (explainability, oversight, bias, data)
- ISO 31000:2018: Risk management (adverse events)
- ISO 9001:2015: Quality management (PDCA integration)
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