improve-decision-logic-scoring

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

5 stars

Best use case

improve-decision-logic-scoring is best used when you need a repeatable AI agent workflow instead of a one-off prompt.

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

Teams using improve-decision-logic-scoring should expect a more consistent output, faster repeated execution, less prompt rewriting.

When to use this skill

You want a reusable workflow that can be run more than once with consistent structure.

When not to use this skill

You only need a quick one-off answer and do not need a reusable workflow.
You cannot install or maintain the underlying files, dependencies, or repository context.

Installation

Claude Code / Cursor / Codex

$curl -o ~/.claude/skills/decision-logic-scoring/SKILL.md --create-dirs "https://raw.githubusercontent.com/vamseeachanta/workspace-hub/main/.agents/skills/_archive/workspace-hub/improve/decision-logic-scoring/SKILL.md"

Manual Installation

Download SKILL.md from GitHub
Place it in .claude/skills/decision-logic-scoring/SKILL.md inside your project
Restart your AI agent — it will auto-discover the skill

How improve-decision-logic-scoring Compares

Feature / Agent	improve-decision-logic-scoring	Standard Approach
Platform Support	Not specified	Limited / Varies
Context Awareness	High	Baseline
Installation Complexity	Unknown	N/A

Frequently Asked Questions

What does this skill do?

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

Where can I find the source code?

You can find the source code on GitHub using the link provided at the top of the page.

SKILL.md Source

# 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

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