Automated README summary
Automatically summarized from the README on 16 Oct 2026; not a run by jevbooks. Run instructions and author-reported outcomes still need verification.
What it is
An n8n workflow that posts weekday AI news briefs to Slack. It uses You.com for live web search and cited research briefs, and Jev to judge which articles are worth posting.
How it uses Jev
Jev answers three questions per article: whether it reports one specific new development (Choice, pass ≥ 0.8), whether it is about the topic (Choice, pass ≥ 0.8), and how much it matters to the team (Score 0–2, pass ≥ 1.3). Articles passing all three are grouped by topic and sent to You.com Research for a cited brief.
Primitives:choicescore
Technique worth stealing
Add a narrow binary question (does this page report a single new development) to filter out non-news pages before scoring materiality.
Try it
Import workflow.json into n8n, add You.com, TypeSafe, and Slack credentials, then activate.
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 projectnot found in the excerpt0.30
- Shows a System One patternnot found in the excerpt0.28
- Describes handling uncertaintynot found in the excerpt0.06
- Reports measured numbersnot found in the excerpt0.09
- Is a runnable toolFound in material0.79
- Top-10 learning shortlist signalnot found in the excerpt0.34
- Is a replica of the modelnot found in the excerpt0.04
- Solves a common problem (0–2)score on a 0–2 scale1.00 / 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 16 Oct 2026.