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Problem
src/plugin.js has 23 call sites for persistGoals() across 7 hooks
(lines 84, 265, 279, 302, 317, 346, 398, 406, 416, 425, 436, 445, 453, 466, 482, 495, 518, 527, 536, 547, 558, 563, 573).
Each ...
burn
priority/high
Replace substring intent detection with a pluggable intent-classifier seam
Why
The trip-scoped planner routes a user turn by literal substring sniffing of the lowercased message: if decide in lowered ...
INFO: 172.19.0.4:50828 - POST /v1/chat/completions HTTP/1.1 502 Bad Gateway INFO:httpx:HTTP Request: POST
https://anuneko.ai/api/v1/chat HTTP/1.1 403 Forbidden ERROR:anuneko-api:AnuNeko API error: 403 ...
Refactor planner.py response/turn hotspots (_planner_response_structured_blocks, submit_planner_turn)
Why
Two functions in trip_planner/app/services/planner.py are oversized, high-branch hotspots that ...
Summary
Develop two non-Python interfaces to NiSpace so it can be used outside of scripts/notebooks.
1. Command-line interface (CLI)
Expose the main workflow functions (colocalization, group_colocalization, ...
functionality improvement
new feature
Split the 799-line create_app god-function in http_service.py
Why
create_app in src/travel_plan_permission/http_service.py:1672 is a single function that spans lines 1672–2492 (verified
on main: the ...
Decompose WorkspacePage.tsx into tabbed panels (workspace overload)
Why
frontend/src/routes/WorkspacePage.tsx is a single 2257-line route component (verified on main: git show
origin/main:frontend/src/routes/WorkspacePage.tsx ...
Share TPP YAML config-loader and snapshot-store base classes
Why
The four config-bearing engines each re-implement the same YAML-loading boilerplate instead of sharing it.
from_environment is byte-identical ...
img width= 875 height= 348 alt= Image src=
https://github.com/user-attachments/assets/3d552317-717b-4eb1-9af5-095c88411033 /
Extract a shared BaseRankingEngine for leisure and business ranking
Why
trip_planner/ranking/leisure.py (class LeisureRankingEngine, leisure.py:120) and trip_planner/ranking/business.py (class
BusinessRankingEngine, ...

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