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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
GOKULRAM-K
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
atomantic
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
sharkAndshark
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 ...
arthurzengg
📝 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
jaeunjung
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
copilot-autogent
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, ...
realcodywburns
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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Learn how you can use GitHub Issues to plan and track your work.
Save views for sprints, backlogs, teams, or releases. Rank, sort, and filter issues to suit the occasion. The possibilities are endless.Learn more about GitHub IssuesProTip! Restrict your search to the title by using the in:title qualifier.