Automated README summary
Automatically summarized from the README on 27 Oct 2026; not a run by jevbooks. Run instructions and author-reported outcomes still need verification.
What it is
Tidy is a Python CLI for cleaning up a Gmail inbox and YouTube subscriptions. Jev reads each email or channel and returns a typed verdict; tested code decides what that verdict may do, and risky changes wait for your approval.
How it uses Jev
Jev judges each email (subject, sender, first 1,000 characters, two yes/no facts) into categories such as Needs Reply, Action Needed, Updates, Promos, Sales or Spam, and each YouTube channel by relevance, value and watch likelihood. Verdicts feed plain code that proposes actions; auto-archive needs a second code-owned signal, and Trash/Spam/unsubscribe wait for you.
Primitives:choicescore
Technique worth stealing
Treat the model as a typed judge: it returns verdicts, while plain code owns limits, second signals and approval gates.
Try it
pipx install tidy-ai; tidy init --email you@gmail.com --client-secrets <json> --key-stdin; tidy doctor
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 material0.93
- Shows a System One patternFound in material0.75
- Describes handling uncertaintynot found in the excerpt0.06
- Reports measured numbersnot found in the excerpt0.07
- Is a runnable toolFound in material0.98
- Top-10 learning shortlist signalnot found in the excerpt0.21
- Is a replica of the modelnot found in the excerpt0.04
- Solves a common problem (0–2)score on a 0–2 scale1.36 / 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 27 Oct 2026.