Automated README summary
Automatically summarized from the README on 26 Oct 2026; not a run by jevbooks. Run instructions and author-reported outcomes still need verification.
What it is
A herdr plugin for terminal users that automatically names panes and tabs after what they are doing, using TypeSafe's Jev classifier to pick from context-derived options.
How it uses Jev
For each pane, the plugin collects context (agent status, terminal title, foreground command, folder, git branch, agent requests, recent output), builds candidate name options, and asks Jev two questions in one request: the pane's activity (e.g. fix, debug, test, server, ssh) and which option names its topic. The answers are combined into a label; renames only apply if Jev's probability is at least 0.3 and beats the current name by 0.15.
Primitives:choice
Technique worth stealing
Build candidate name options from context, then let the classifier pick both the activity and the topic option in one request, with probability thresholds to prevent flicker.
Try it
Set TYPESAFE_API_KEY, then run `bun src/main.ts dry-run` to preview names without renaming.
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-1.14.0- Project signals
jev-1.14.0- Category
jev-1.14.0- Pattern tags
jev-1.14.0
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 material0.72
- Shows a System One patternnot found in the excerpt0.08
- Describes handling uncertaintynot found in the excerpt0.04
- Reports measured numbersnot found in the excerpt0.02
- Is a runnable toolFound in material0.96
- Top-10 learning shortlist signalnot found in the excerpt0.22
- Is a replica of the modelnot found in the excerpt0.02
- Solves a common problem (0–2)score on a 0–2 scale1.12 / 2
- About JevFound in material0.99
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 26 Oct 2026.