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Rationale A local policy workbench is a write-capable surface, so it needs explicit regression coverage before it is safe to use unattended. The key risk is accidental LAN exposure or leaking sensitive ...
backlog
correctness
priority:p3
privacy
status:ready
tests

Goal Split the product core from the CLI/TUI shell by introducing a CouncilService and a single agent registry. Why cli.py currently owns validation, provider construction, agent construction, orchestration, ...
area/cli
area/orchestration
enhancement
epic/architecture
priority/P1
type/feature

https://github.com/level12/flask-hypergen/blob/781550a7b2d817f2df0bc5a0e33614c75347173a/src/flask_hypergen/hypergen.py#L141 Only respects login_manager.login_view, but it would be more accurate to use ...

Goal Use LiteLLM to reduce custom provider code and centralize model calls, retry/fallback behavior, cost tracking, and provider routing. Why The current provider layer has repeated logic across OpenAI, ...
area/cli
area/providers
enhancement
epic/litellm
priority/P1
type/feature

Problem Statement Smishing (SMS phishing) messages almost always contain a URL designed to steal credentials or install malware. The current model classifies the text of a message but completely ignores ...

Feature Request Problem / Motivation The current frame-parallel implementation parallelises the FrameGraph/covariance stage, but the recent scaling results suggest that this may not dominate the full ...
feature request

Problem src/trading/precision.quantize_to_step() is the canonical fix for the float-artifact bug class that produced real order rejections twice (Binance 51077 on quantity, then -1111 on price — LESSONS.md ...
area:live-ops
priority:p2
state:proposed
type:fix

Depends on: #3, #4 Design: Figma file 1RKI6SYs0PJ5EEA0JQzLf7 — https://www.figma.com/design/1RKI6SYs0PJ5EEA0JQzLf7 Purpose / reason Re-skin the vectors tool to the new card layout. Context The vectors ...
design
enhancement

In the paper The Visual Object Tracking VOT2015 challenge results, the Expected Average Overlap metric is introduced as follows: All segments shorter than $N_s$ frames that did not finish with a failure ...

Curriculum Completion Validation - [x] I verify that I have completed the Agent Academy - Recruit curriculum. Solution Verification - [x] I verify that I have uploaded a screenshot of the IT Help ...
recruit-completed
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ProTip! Restrict your search to the title by using the in:title qualifier.