Automated README summary
Automatically summarized from the README on 11 Oct 2026; not a run by jevbooks. Run instructions and author-reported outcomes still need verification.
What it is
An OpenCode plugin for developers using wrapped OpenAI or Anthropic models. It asks Jev how much reasoning each primary request needs, so one model handles quick edits and hard debugging without manually switching effort levels.
How it uses Jev
For each primary request, the plugin sends a bounded summary of recent conversation to Jev, which picks a reasoning effort. That choice is added as an OpenAI configuration_update item or an Anthropic effort-only system message. If Jev is slow or unavailable, the request continues at a fallback effort (high by default).
Primitives:choice
Technique worth stealing
Cacheable prompt prefix: earlier effort updates stay in place so the prompt prefix stays cacheable.
Try it
Add the plugin to OpenCode config, export JEV_API_KEY and OPENAI_API_KEY, restart OpenCode.
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 material0.77
- Shows a System One patternunclear0.48
- Describes handling uncertaintynot found in the excerpt0.06
- Reports measured numbersFound in material0.94
- Is a runnable toolFound in material0.95
- Top-10 learning shortlist signalnot found in the excerpt0.27
- Is a replica of the modelnot found in the excerpt0.05
- Solves a common problem (0–2)score on a 0–2 scale1.15 / 2
- About JevFound in material0.98
no-judgment band (0.40–0.60)
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 11 Oct 2026.