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)
1---2name: sota-management3description: SOTA Management Skill4---5# SOTA Management Skill67> Query and manage the State of the Art registry for quality-tracked tools and patterns.89## When to Use1011- Before starting a new project: Query ADOPT-tier entries for recommended tools12- After developing a new pattern: Score and register it13- During compound review: Check for adverse events to log14- When evaluating tools: Reference existing assessments1516## Quick Commands1718### List all entries19```bash20sota list21```2223### List by tier24```bash25sota list --tier ADOPT26sota list --tier TRIAL27```2829### Show entry details30```bash31sota show SOTA-000132```3334### Show score breakdown35```bash36sota score SOTA-000137```3839### Generate quality report40```bash41sota report42```4344## Key Files4546| File | Purpose |47|------|---------|48| `~/Projects/45black/claude-agents/sota/SOTA-REGISTRY.md` | Main registry |49| `~/Projects/45black/claude-agents/sota/SCORING-RUBRIC.md` | Scoring methodology |50| `~/Projects/45black/claude-agents/sota/entries/*.sota.md` | Individual entries |5152## Recommendation Tiers5354| Tier | Score | Action |55|------|-------|--------|56| **ADOPT** | 85-100 | Use in production, recommend to others |57| **TRIAL** | 70-84 | Limited use, monitor closely |58| **ASSESS** | 50-69 | Evaluation only |59| **HOLD** | 0-49 | Do not use |6061## Memory MCP Integration6263Query existing entries:64```65mcp__memory__search_nodes("sota_entry")66```6768## ISO Standards Alignment6970- **ISO 25010:2023**: Software quality (9 characteristics)71- **ISO 42001:2023**: AI management (explainability, oversight, bias, data)72- **ISO 31000:2018**: Risk management (adverse events)73- **ISO 9001:2015**: Quality management (PDCA integration)
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SOTA Management Skill It is listed under Coding & Dev Tools on SkillMD.
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