cd /news/ai-tools/recall-confidence-gate · home topics ai-tools article
[ARTICLE · art-33357] src=signetai.sh ↗ pub= topic=ai-tools verified=true sentiment=· neutral

Recall Confidence Gate

PR #396 fixed the prompt-submit recall confidence path in Signet, preserving reranker-calibrated scores instead of synthesizing recall scores from rank position. The TypeScript recall path now controls prompt-submit injection via `hooks.userPromptSubmit.minScore` defaulting to 0.8, while the Rust daemon uses a term-coverage proxy until full hybrid scoring parity lands.

read1 min views1 publishedJun 18, 2026

Summary #

PR #396 fixed the prompt-submit recall confidence path so Signet no longer synthesizes recall scores from rank position after reranking. The TypeScript recall path preserves reranker-calibrated scores, and prompt-submit injection is controlled by hooks.userPromptSubmit.minScore

, defaulting to 0.8

.

The Rust daemon parity path mirrors the gate with a term-coverage proxy using matched_terms / total_terms

until full hybrid scoring parity lands.

Completed Behavior #

hybridRecall

preserves calibrated scores from reranking instead of replacing them with rank-position placeholders.userPromptSubmit

injects memories only when the top score is greater than or equal tohooks.userPromptSubmit.minScore

.- The default prompt-submit minimum score is 0.8

. daemon-rs

keeps comparable gating behavior through a term-coverage proxy.

Follow-Up Boundary #

Full Rust hybrid scoring parity is not part of this completed fix. It remains a future parity improvement and should be tracked separately if needed.

── more in #ai-tools 4 stories · sorted by recency
── more on @signet 3 stories trending now
sponsored brought to you by zahid.host 4,200+ EU-deployed projects
reading about agents? ship yours in a single git push.

Run your AI side-project on zahid.host

EU-based hosting, git-push deploys, automatic HTTPS, no cold starts. Free tier with a custom domain — perfect for shipping the agent you just read about.

$git push zahid main
Live at https://your-agent.zahid.host
Get free account → Pricing
from €0/mo · no card required
LIVE [news/recall-confidence-ga…] indexed:0 read:1min 2026-06-18 ·