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Description
Many server actions follow the same validation sequence:
const { userId } = await auth();
if (!userId) {
...
}
const user = await db.user.findUnique({
where: { clerkUserId: userId }, ...
ai
backend
database
frontend
help wanted
type:design
type:devops
type:feature
type:refactor
type:security
Description
Many AI-related action modules define input limits directly using hardcoded numeric values.
Examples include:
maxLength: 5000
maxLength: 8000
maxLength: 10000
These values are embedded ...
ai
backend
enhancement
help wanted
level:advanced
type:devops
type:feature
type:refactor
Description
Many AI-powered server actions construct prompts using the same overall pattern:
const prompt = buildSecurePrompt({
context,
task,
untrustedData,
outputRules,
});
While the actual ...
ai
backend
enhancement
frontend
level:advanced
type:design
type:devops
type:feature
type:refactor
type:testing
Discovered while implementing #1359 (durable catalog image-gen attachment).
#1359 added a server-side completion hook (server/services/catalogImageAttachHook.js) that durably files a queued
local/Codex ...
plan
目标
用 pi 的 @earendil-works/pi-agent-core + @earendil-works/pi-ai 替换当前自定义的 LLM Agent 实现(electron/agent.ts),获得统一 LLM API、内置
agent 循环、工具调用状态管理等能力。
路线图
阶段 1:基础环境升级
- [ ] 升级 Electron ^30.0.0 → ^33.0.0,@types/node ...
enhancement
What
Add a new supervisor (主管) login account for CML so they can access the supervisor review page.
Why
A new supervisor needs credentials to log in to supervisor.html and perform re-inspection / review-report ...
📝 무엇을 하나요?
- 브라우저 탭에 사이트명과 함께 표시되는 파비콘을, 현재의 단순 화분 아이콘에서 로고 보드의 마스코트(눈·웃는 입이 있는 화분 식물)로 교체합니다.
- 로고 보드의 메인 — 마스코트 락업 에 쓰인 심볼과 동일한 형태를 사용합니다.
📌 To do
- [ ] public/favicon.svg 를 마스코트(웃는 화분 식물) SVG로 ...
enhancement
Context — pipeline proven, puzzles generated, 3 wiring invariants to fix
The full V1 personalization pipeline was run in the main session on Jacky s uploaded 2026-06-17 ぴよ game (privacy: raw
kif stays ...
priority:p1-high
tier:2-standard
Spec: v2 WagerRegistry subgraph + per-transfer WagerTransfer entity
Context / why
The wager tax/activity report (spec 016-wager-tax-report, PRs #699–#703) needs, per stablecoin transfer: timestamp,
token, ...
Description
Many AI-powered action modules follow a nearly identical workflow:
1. Construct a prompt
2. Call Gemini generation
3. Extract response text
4. Parse structured output
5. Return formatted ...
ai
backend
database
enhancement
frontend
help wanted
level:intermediate
type:design
type:devops
type:feature
type:refactor
type:testing

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