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cline-option-scorer

saahmadnejad/cline-option-scorer

Calibrated Jev percentages for Cline ask_question options.

Automated README summary

Automatically summarized from the README on 25 Sept 2026; not a run by jevbooks. Run instructions and author-reported outcomes still need verification.

What it is

Adds calibrated Jev 1.13 Choice probabilities to every Cline ask_question / ask_followup_question option. For Cline users and other MCP clients, via hooks, a plugin, an MCP server and a CLI.

How it uses Jev

Jev scores each ask_question option on a state built from the question, workspace and recent question→answer pairs. Returned Choice probabilities are shown as percentages next to each option; the top option can be auto-answered when opted in.

Primitives:choice

Technique worth stealing

Enrich the state with recent question→answer pairs captured by a PostToolUse hook, scoped per session/workspace/global.

Try it

npx @donbee/cline-option-scorer --question "..." --option "A" --option "B"

View on GitHub

Start using Jev: API key and your first request →

Model judgments from README excerpts

Project signals use repository metadata, an existing summary and the first 700 README characters, not the full project. “Not found” means not detected in that material; it does not establish absence. These are the original judgments with recorded models and dates, not source audits or run results.

Models & evaluation dates

Inclusion gate
jev-1.13.0
Project signals
jev-1.13.0
Category
jev-1.13.0
Pattern tags
jev-1.13.0

Evidence

These signals use repository metadata, an existing summary and at most 700 cleaned README characters. ≥ 0.60 means reported in that excerpt; ≤ 0.40 means not found there. The middle band is inconclusive. None is a source-code audit or a test result. The runnable-tool question excludes research experiments; the recommendation question asks for a learning shortlist, not a quality verdict.

  • Jev is core to the projectFound in material0.89
  • Shows a System One patternunclear0.55
  • Describes handling uncertaintynot found in the excerpt0.05
  • Reports measured numbersnot found in the excerpt0.12
  • Is a runnable toolFound in material0.98
  • Top-10 learning shortlist signalnot found in the excerpt0.31
  • Is a replica of the modelnot found in the excerpt0.10
  • Solves a common problem (0–2)score on a 0–2 scale1.00 / 2
  • About JevFound in material0.97
Signals
Jev is core to the project0.89Shows a System One pattern0.55Describes handling uncertainty0.05Reports measured numbers0.12Is a runnable tool0.98Top-10 learning shortlist signal0.31Is a replica of the model0.1000.51Solves a common problem (0–2)1.00 / 2012

no-judgment band (0.40–0.60)

Design patterns
Fail open, fail closed0.88Flight recorder0.76Ghostwriter0.45Viewfinder0.33Funnel0.27Menu0.2100.51

no-judgment band (0.40–0.60)

The Jev model and date for each judgment stage are listed above. Card written by DeepSeek V4.1 Flash from the README on 25 Sept 2026.