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COMMUNITY CHALLENGES

Find your next challenge.

Real problems from the community. Find one that sparks an idea, explore the discussion, and build something people need.

Showing 161–180 of 256 community requestsUpdated hourly from community discussions
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161
HARNESS
2

Optimize long-session history storage and loading

Clean up redundant finalized streaming chunks while preserving semantic messages, final responses, tool calls, and results, and load long histories lazily or paginated to avoid excessive memory use, stack overflows, and browser freezes.

Explore challenge ↗

The problem

Clean up redundant finalized streaming chunks while preserving semantic messages, final responses, tool calls, and results, and load long histories lazily or paginated to avoid excessive memory use, stack overflows, and browser freezes.

Possibly addressed by:Session Handoff · Session Handoff · Plugin Session Archive

Start with these discussions

  • [bug反馈] 超长会话因流式增量碎片（reasoning-chunks / text-chunks）未自动清理导致内存溢出 (OOM) 与历史加载失败github · ▲8 · 2 comments
  • Web版无法打开超长会话，提示 Maximum call stack size exceededgithub · ▲2 · 2 comments
Last active Sep 1, 2026
2 authors2 posts · 10 reactions4 comments
162
HARNESS
2

Add an integrated knowledge base

Provide a built-in knowledge base or wiki for organizing project and domain knowledge that agents can store, retrieve, and use.

Explore challenge ↗

The problem

Provide a built-in knowledge base or wiki for organizing project and domain knowledge that agents can store, retrieve, and use.

Possibly addressed by:Knowledge Base · Knowledge Base · Knowledge

Start with these discussions

  • 希望增加知识库WIKIgithub · ▲1 · 0 comments
  • 有计划集成知识库吗github · ▲1 · 0 comments
Last active Sep 23, 2026
2 authors2 posts · 2 reactions0 comments
163
PLUGIN
2

Persist settings for trusted remote browsers

Allow UI and settings-plugin preferences to use host persistence for remote browsers that pass the trusted-host fence, including declared hosts, LAN names, and reverse proxies.

Explore challenge ↗

The problem

Allow UI and settings-plugin preferences to use host persistence for remote browsers that pass the trusted-host fence, including declared hosts, LAN names, and reverse proxies.

Possibly addressed by:Settings Remote · Trusted Host Proxy 403 Fix · Remote Settings Compat

Start with these discussions

  • UI appearance / settings changes made over a non-loopback (trusted remote) origin do not persist — `persistence` is hard-gated to loopback onlygithub · ▲2 · 3 comments
  • web settings: Host persistence is loopback-only — remote browsers get "settings are unavailable in this browser"github · ▲2 · 2 comments
Last active Sep 6, 2026
2 authors
164
HARNESS
2

Detect and stop repetitive generation loops

Detect excessive repetition in generated content, including reasoning blocks and n-gram or near-identical text patterns, then interrupt the degraded generation and notify the user. The guard should avoid false positives on legitimate long reasoning where possible.

Explore challenge ↗

The problem

Detect excessive repetition in generated content, including reasoning blocks and n-gram or near-identical text patterns, then interrupt the degraded generation and notify the user. The guard should avoid false positives on legitimate long reasoning where possible.

Possibly addressed by:Repetition Guard · Loop Guard · Dupguard

Start with these discussions

  • 长会话下输出陷入重复循环（degenerate repetition），建议加输出重复检测github · ▲1 · 1 comments
  • Runaway repetition in the reasoning channel: one 736 KB block with 48,898 repeated phrases, and no guard to stop itgithub · ▲1 · 0 comments
Last active Sep 18, 2026
2 authors2 posts · 2 reactions
165
HARNESS
hackernews31

Deploy the harness across platforms and devices

Enable lightweight, persistent harness deployments across user-chosen operating systems and environments, including Apple mobile devices, remote setups, and Windows.

Explore challenge ↗

The problem

Enable lightweight, persistent harness deployments across user-chosen operating systems and environments, including Apple mobile devices, remote setups, and Windows.

Possibly addressed by:Harness Mcp Server · Harness All In Dsh · Harness Ui

Start with these discussions

  • Comment on: Strands Harnesshackernews · ▲0 · 0 comments
  • @Da7_Tech I want to huild a Jarvis for writing across apple devices. Based on Deepseek harness as a core, I managed to mx · ▲0 · 0 comments
  • Comment on: DeepSeek Harnesshackernews · ▲0 · 0 comments
Last active Sep 23, 2026
4 authors4 posts · 0 reactions0 comments
166
PLUGIN
2

Add file-explorer actions to file views

Add context-menu or hover actions to files shown in the sidebar tree and dialogs, including opening or revealing the selected file in the host system file explorer and, where applicable, opening it with the default application.

Explore challenge ↗

The problem

Add context-menu or hover actions to files shown in the sidebar tree and dialogs, including opening or revealing the selected file in the host system file explorer and, where applicable, opening it with the default application.

Possibly addressed by:Filemenu · Sidebar File Menu · Open Folder

Start with these discussions

  • 对话框中的文件希望支持右键功能，在资源管理器中打开github · ▲1 · 0 comments
  • [Feature] 右侧 Sidebar 文件树缺少「在资源管理器中显示」（主机侧能力已就绪，仅客户端未接）github · ▲1 · 0 comments
Last active Sep 22, 2026
2 authors2 posts · 2 reactions0 comments
167
HARNESS
2

Add lazy loading for session lists

Make workspace session lists load lazily or incrementally so large lists remain usable over slow or tunneled network connections and avoid timeouts.

Explore challenge ↗

The problem

Make workspace session lists load lazily or incrementally so large lists remain usable over slow or tunneled network connections and avoid timeouts.

Possibly addressed by:More Session Operations · Session Usage · Session Xc

Start with these discussions

  • 远程打开dsh web页面,无法打开session 列表github · ▲1 · 1 comments
  • [bug] `@deepseek-ai/dsh-api-session-controller` 的 `session/list` 默认全量加载，随使用数据逐渐爆炸，建议增加分页、懒加载机制github · ▲1 · 0 comments
Last active Sep 17, 2026
2 authors2 posts · 2 reactions1 comments
168
HARNESS
2

Make the Plan View Persistent and Expandable

Keep the plan view available after selections and provide a collapsible, resizable, or expanded layout for comfortable repeated viewing. Preserve plan actions such as approving the plan and continuing to plan.

Explore challenge ↗

The problem

Keep the plan view available after selections and provide a collapsible, resizable, or expanded layout for comfortable repeated viewing. Preserve plan actions such as approving the plan and continuing to plan.

Possibly addressed by:Plan Plus · Plugin Better Plan · Plan Toggle

Start with these discussions

  • [功能建议] plan 模式的计划视图增加全屏 / 侧边栏查看能力github · ▲3 · 1 comments
  • 计划模式中的计划面板能否支持反复查看？github · ▲1 · 0 comments
Last active Sep 11, 2026
2 authors2 posts · 4 reactions1 comments
169
HARNESS
2

Inspect and Reuse Adaptable Workflows

Let users inspect individual workflow steps, save complete execution plans, and reuse them for similar tasks. Validate which steps remain applicable and safely adapt the workflow when inputs change.

Explore challenge ↗

The problem

Let users inspect individual workflow steps, save complete execution plans, and reuse them for similar tasks. Validate which steps remain applicable and safely adapt the workflow when inputs change.

Possibly addressed by:Workflows · Workflow Designer · Delegation Workflow

Start with these discussions

  • Looking at August’s open-source DeepSeek Harness release for inspiration. We want users to inspect and reuse multi-stepx · ▲2 · 0 comments
  • Studying DeepSeek Harness, open-sourced in August. We want users to see each workflow step and reuse plans for similar tx · ▲1 · 0 comments
Last active Sep 25, 2026
1 authors2 posts · 3 reactions0 comments
170
HARNESS
2

Add reusable multi-node workflow orchestration

Add reusable sequential workflows with independently configurable prompts, models, and skills per node, including multiple ordered prompts within a node. All nodes should share conversation context and a workspace so workflows can run repeatedly without manual reconfiguration or copying intermediate results.

Explore challenge ↗

The problem

Add reusable sequential workflows with independently configurable prompts, models, and skills per node, including multiple ordered prompts within a node. All nodes should share conversation context and a workspace so workflows can run repeatedly without manual reconfiguration or copying intermediate results.

Possibly addressed by:Workflow Designer · Task Engine · Agent Dag Workflow

Start with these discussions

  • 支持多节点工作流编排：每个节点可独立配置提示词/模型/技能，全流程共享上下文与工作区（Multi-node workflow orchestration with per-node prompt/model/skill configuration and shared context/workspace）github · ▲1 · 1 comments
  • 支持多节点工作流编排：每个节点可独立配置提示词/模型/技能，全流程共享上下文与工作区（Multi-node workflow orchestration with per-node prompt/model/skill configuration and shared context/workspace）
171
HARNESS
3

Treat non-widening sandbox requests as no-op grants

Generate escalation options from each session’s effective sandbox policy, omit impossible choices, and treat equal or narrower requests—including redundant same-mode requests—as no-op grants without prompts or approval events. Continue validating genuine policy changes consistently across Native and PTC schemas.

Explore challenge ↗

The problem

Generate escalation options from each session’s effective sandbox policy, omit impossible choices, and treat equal or narrower requests—including redundant same-mode requests—as no-op grants without prompts or approval events. Continue validating genuine policy changes consistently across Native and PTC schemas.

Possibly addressed by:Sandbox Permissions Not Strictly Wider Justification Empty Fix · Strip Sandbox Permissions · Plugin Sandbox Escalation Fix

Start with these discussions

  • [Proposal] Make sandbox escalation session-aware and ignore redundant same-mode requestsgithub · ▲1 · 1 comments
  • openai-responses models fill optional sandbox_permissions with the current mode, bricking all bash calls
172
HARNESS
2

Bound and resume session streaming

Optimize remote session delivery over slow or unreliable WebSocket connections by bounding or chunking snapshots, compressing transfers, prioritizing heartbeats, and resuming incremental updates instead of retransmitting large windows.

Explore challenge ↗

The problem

Optimize remote session delivery over slow or unreliable WebSocket connections by bounding or chunking snapshots, compressing transfers, prioritizing heartbeats, and resuming incremental updates instead of retransmitting large windows.

Possibly addressed by:Session Snapshot · Session Handoff · Session Robustness

Start with these discussions

  • 性能优化提案：压缩 remote.mux WebSocket（permessage-deflate）并为首屏快照设界——移动端/远端链路实测首屏缩小 5~8 倍github · ▲1 · 0 comments
  • 关于WebSocket承载大体积数据的问题：慢链路下心跳误杀 + 整窗重发风暴github · ▲1 · 0 comments
Last active Sep 20, 2026
2 authors2 posts · 2 reactions0 comments
173
HARNESS
2

Show balance and conversation cost

Add a visible balance indicator that shows the current conversation’s spending and the remaining account balance, whether in the status bar or at the bottom of the chat.

Explore challenge ↗

The problem

Add a visible balance indicator that shows the current conversation’s spending and the remaining account balance, whether in the status bar or at the bottom of the chat.

Possibly addressed by:Balance Guard · Balance · Balance Dock

Start with these discussions

  • 什么时候能在对话框的底部加入一个余额显示的功能github · ▲1 · 0 comments
  • 新增一个余额显示功能github · ▲1 · 0 comments
Last active Sep 20, 2026
2 authors2 posts · 2 reactions0 comments
174
PLUGIN
2

Show context injections in the chat timeline

Display injected context, sub-agent messages, job completions, and compression checkpoints in the receiving side of the Web UI Chat timeline, preferably as expandable entries. Provide a setting to control visibility so users can inspect what the model received and diagnose unexpected behavior.

Explore challenge ↗

The problem

Display injected context, sub-agent messages, job completions, and compression checkpoints in the receiving side of the Web UI Chat timeline, preferably as expandable entries. Provide a setting to control visibility so users can inspect what the model received and diagnose unexpected behavior.

Possibly addressed by:Reveal Context · Round Inject · Agent Chat

Start with these discussions

  • Web UI 上同一条注入在发送方可见、在接收方不可见github · ▲1 · 0 comments
  • Web UI 的 Chat 时间线不显示普通上下文注入，用户无法判断模型收到了什么github · ▲1 · 0 comments
Last active Sep 29, 2026
1 authors2 posts · 2 reactions
175
HARNESS
2

Expose sidebar width to shell.overlay occupants

Expose the resolved sidebar/column geometry to shell.overlay occupants through a documented read-only CSS variable or layout API, so overlays can position themselves without DOM measurement and remain correct across window sizes and layout timing.

Explore challenge ↗

The problem

Expose the resolved sidebar/column geometry to shell.overlay occupants through a documented read-only CSS variable or layout API, so overlays can position themselves without DOM measurement and remain correct across window sizes and layout timing.

Possibly addressed by:Client Sidebar Overlay · Subscription Overlay · Layout Control

Start with these discussions

  • [Idea] 把侧栏列宽暴露给 shell.overlay 的占用方github · ▲1 · 0 comments
  • [Proposal] 把侧栏列宽暴露给 shell.overlay 的占用方github · ▲1 · 0 comments
Last active Sep 29, 2026
1 authors2 posts · 2 reactions
176
HARNESS
2

Add additive plugin side panels

Let out-of-tree plugins register keyed, persistent right-side details panels that stack beside the built-in tool-details panel without replacing or covering it. Provide layout controls to reserve width and open, select, close, and restore panels.

Explore challenge ↗

The problem

Let out-of-tree plugins register keyed, persistent right-side details panels that stack beside the built-in tool-details panel without replacing or covering it. Provide layout controls to reserve width and open, select, close, and restore panels.

Possibly addressed by:Side Panel · Sidebar Panel · Ui Workbench

Start with these discussions

  • [Proposal] Additive non-overlapping right-side panel extension for pluginsgithub · ▲3 · 1 comments
  • Idea: 让右侧 details 列可叠加（按面板 id 分发），给树外插件一个常驻面板的扩展点github · ▲1 · 2 comments
Last active Sep 6, 2026
2 authors2 posts · 4 reactions3 comments
177
PLUGIN
2

Enhance and preserve file-tree navigation

Improve the file-tree sidebar with icons, filtering, highlighting, and auto-scrolling, while preserving expanded folders, the active file context, and scroll position when files are opened or the interface reloads.

Explore challenge ↗

The problem

Improve the file-tree sidebar with icons, filtering, highlighting, and auto-scrolling, while preserving expanded folders, the active file context, and scroll position when files are opened or the interface reloads.

Possibly addressed by:Sidebar Files · File Tree · Sidebar Enhancement Search

Start with these discussions

  • 侧边栏文件目录优化github · ▲1 · 0 comments
  • File tree in the right sidebar: four additions it already has room forgithub · ▲1 · 0 comments
Last active Sep 20, 2026
2 authors2 posts · 2 reactions0 comments
178
HARNESS
hackernews4

Enable Composable, Reusable Skills

Allow users to build workflows from lightweight, layered skills and package custom agent flows as reusable, on-demand skills. Composed workflows should be exportable for reuse across compatible harnesses without unnecessarily expanding the agent’s context.

Explore challenge ↗

The problem

Allow users to build workflows from lightweight, layered skills and package custom agent flows as reusable, on-demand skills. Composed workflows should be exportable for reuse across compatible harnesses without unnecessarily expanding the agent’s context.

Possibly addressed by:Agent Useful Skills · Skill Forge · Skill Creator

Start with these discussions

  • Comment on: AX – Google’s Open Agentic Orchestratorhackernews · ▲0 · 0 comments
  • Comment on: Claude Code now reads AGENTS.md if there is no Claude.mdhackernews · ▲0 · 0 comments
  • Comment on: OpenAI Agents APIhackernews · ▲0 · 0 comments
Last active Sep 21, 2026
4 authors4 posts · 0 reactions0 comments
179
HARNESS
2

Make Settings Navigation Independently Scrollable

Add an independent vertical scroll area for the Settings dialog’s left navigation so all sections remain accessible in short or zoomed viewports. Keep the title fixed, preserve keyboard access, and prevent navigation scrolling from affecting the content pane.

Explore challenge ↗

The problem

Add an independent vertical scroll area for the Settings dialog’s left navigation so all sections remain accessible in short or zoomed viewports. Keep the title fixed, preserve keyboard access, and prevent navigation scrolling from affecting the content pane.

Possibly addressed by:Settings Nav Scroll · Settings Sections · Settings Nav Organizer

Start with these discussions

  • [Bug/Feature] 设置对话框左侧导航栏在分区较多时溢出被裁切：navList 不可滚动github · ▲1 · 1 comments
  • Settings: independently scroll the section sidebar / 设置左侧配置列表支持独立滚动github · ▲1 · 0 comments
Last active Sep 15, 2026
2 authors
180
HARNESS
2hackernews1

Enforce tool-use policies

Add configurable harness-level policies that distinguish read-only from mutating tools, including MCP and shell calls, and require structured approval or block unsafe actions. Policies must be enforceable rather than mere suggestions that cause rejection-and-retry cycles.

Explore challenge ↗

The problem

Add configurable harness-level policies that distinguish read-only from mutating tools, including MCP and shell calls, and require structured approval or block unsafe actions. Policies must be enforceable rather than mere suggestions that cause rejection-and-retry cycles.

Possibly addressed by:Approval First · Tool Policy · Approval Gate

Start with these discussions

  • MCP tool calls bypass ctx.approval — no gate on side-effectful bridged toolsgithub · ▲1 · 4 comments
  • Production case study: using DSH for a read-only disk investigation with human approval gatesgithub · ▲1 · 0 comments
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2 posts · 4 reactions
5 comments
1 comments
github · ▲1 · 0 comments
Last active Sep 24, 2026
1 authors2 posts · 2 reactions1 comments
github · ▲1 · 0 comments
  • Non-widening sandbox escalation fails closed when the session is already danger-full-accessgithub · ▲0 · 0 comments
    • Last active Sep 9, 2026
    3 authors3 posts · 2 reactions1 comments
    0 comments
    0 comments
    2 posts · 2 reactions
    1 comments
  • Comment on: DeepSeek Harness developer previewhackernews · ▲0 · 0 comments
    • Last active Sep 3, 2026
    3 authors3 posts · 2 reactions4 comments