# Improve Decision Logic Scoring

> Sub-skill of improve: Decision Logic (Scoring).

- Skill: `vamseeachanta/improve-decision-logic-scoring` (Agent Skill)
- Install (CLI): `npx skillmds@latest add vamseeachanta/improve-decision-logic-scoring`
- Raw SKILL.md: https://api.skillmd.com/api/skills/vamseeachanta/improve-decision-logic-scoring/raw
- Safety review: PASS (external: skill-scanner PASS, skillspector PASS)
- Works with: Claude Code, Claude.ai, OpenAI Codex
- Category: Coding & Dev Tools
- Author: vamseeachanta (https://skillmd.com/u/vamseeachanta)
- Updated: 2026-09-17
- Page: https://skillmd.com/skills/vamseeachanta/improve-decision-logic-scoring

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# Decision Logic (Scoring)

## Decision Logic (Scoring)


| Factor | Weight | Criteria |
|---|---|---|
| Recurrence | 40% | Same pattern N times (1x=0.2, 2x=0.5, 3+=0.8) |
| Severity | 30% | Blocked work (1.0), warning (0.5), info (0.2) |
| Freshness | 15% | This session (1.0), last 7 days (0.7), older (0.3) |
| Specificity | 15% | Actionable (1.0), vague (0.3) |

**Thresholds**:
- Score >= 0.6: Apply immediately
- Score 0.3–0.59: Stage for accumulation (may trigger next session)
- Score < 0.3: Discard

**Exceptions** (bypass scoring):
- Direct user statements ("remember this", "always do X") → apply immediately
- Skill deprecation → requires 90-day inactivity evidence regardless of score