Automated README summary
Automatically summarized from the README on 1 Oct 2026; not a run by jevbooks. Run instructions and author-reported outcomes still need verification.
What it is
A DeepSeek Harness plugin that chooses the reasoning effort level for each user message, so greetings do not waste high effort and complex refactors do not stay at low. Decisions show as a chip next to the model selector.
How it uses Jev
Before the first model call of each turn, the plugin sends Jev a context envelope built from session-log facts about the previous turn, plus the current user message. Jev answers which effort level to use and whether the message continues the previous task; the plugin then rewrites LlmCallConfig.reasoningEffort.
Primitives:choice
Technique worth stealing
A fixed-size context envelope of previous-turn facts lets short follow-ups like "continue" inherit topic depth without sending conversation history.
Try it
dsh plugin --profile web add github:justhalfbit/dsh-plugin-jev-effort-selector, then restart dsh web and set the API URL and key.
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 projectunclear0.60
- Shows a System One patternFound in material0.71
- Describes handling uncertaintyFound in material0.94
- Reports measured numbersnot found in the excerpt0.35
- Is a runnable toolFound in material0.95
- Top-10 learning shortlist signalunclear0.59
- Is a replica of the modelnot found in the excerpt0.05
- Solves a common problem (0–2)score on a 0–2 scale1.01 / 2
- About JevFound in material0.97
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 1 Oct 2026.