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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 21–40 of 84 community requestsUpdated hourly from community discussions
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Window Oct 2, 2026 – Oct 16, 2026

#Problems worth solvingCommunity demand
21▲38
HARNESS
3

Recover malformed tool calls safely

Detect and safely recover malformed, truncated, or provider-rejected tool calls through bounded schema-guided repair and retry or regeneration, while preserving strict failures for unsupported shapes and streaming errors.

Explore challenge ↗

The problem

Detect and safely recover malformed, truncated, or provider-rejected tool calls through bounded schema-guided repair and retry or regeneration, while preserving strict failures for unsupported shapes and streaming errors.

Possibly addressed by:Tool Call Guard · Toolcall Stream Repair · Subagent Watchdog

Start with these discussions

  • 【改善建议】Provider-side invalid_tool_call 被归类为 PI_AI_ERROR,缺少有界纠错恢复(0.2.0-rc.2)github · ▲1 · 1 comments
  • Add temporary recovery for malformed or truncated DSML/tool callsgithub · ▲1 · 1 comments
  • 模型侧内层引号漏转义使 tool_use 参数合法但缺 description:单会话 34 次整轮重试——建议窄范围 schema 引导的参数修复github · ▲1 · 0 comments
Last active Oct 3, 2026
1 authors1 posts · 1 reactions2 comments
22▲44
HARNESS
1hackernews21

Ship curated removable defaults

Ship a productive default setup with a curated set of trusted essential plugins and features preinstalled, while allowing users to remove them safely.

Explore challenge ↗

The problem

Ship a productive default setup with a curated set of trusted essential plugins and features preinstalled, while allowing users to remove them safely.

Possibly addressed by:Deepseek Harness Plugins · Hello · Dpharness

Start with these discussions

  • Pre-install essential plugins for a better out-of-box experience (from a beginner user)github · ▲2 · 1 comments
23▲81
PLUGIN
1hackernews12

Expand the context window and token capacity

Increase DSH’s effective context and token capacity so it can handle larger projects, very long documents, and codebases without truncation or segmentation, including support for a possible 2M-token trial or API option.

Explore challenge ↗

The problem

Increase DSH’s effective context and token capacity so it can handle larger projects, very long documents, and codebases without truncation or segmentation, including support for a possible 2M-token trial or API option.

Possibly addressed by:Billion Context · Context Budget · Context Enhancement

Start with these discussions

  • [Feature Request] 建议扩容至 2M 上下文,并申请今天开放内测
24
HARNESS
hackernews3

Store configuration in ~/.config

Use ~/.config as the default location for DeepSeek Harness configuration files instead of platform-specific or legacy locations.

Explore challenge ↗

The problem

Use ~/.config as the default location for DeepSeek Harness configuration files instead of platform-specific or legacy locations.

Possibly addressed by:Deepseek Harness Channel Config · My Favorites · Config Manager

Start with these discussions

  • Comment on: DeepSeek Harness Desktop for macOS and Windowshackernews · ▲0 · 0 comments
  • Comment on: DeepSeek Harness Desktop for macOS and Windowshackernews · ▲0 · 0 comments
  • Comment on: DeepSeek Harness Desktop for macOS and Windowshackernews · ▲0 · 0 comments
Last active Oct 3, 2026
2 authors3 posts · 0 reactions0 comments
25
HARNESS
2

Allow editing previous messages

Add the ability to edit previously sent messages in the harness, since users currently cannot correct or revise them.

Explore challenge ↗

The problem

Add the ability to edit previously sent messages in the harness, since users currently cannot correct or revise them.

Possibly addressed by:Reedit · Edit Resend · Plugin Message Edit

Start with these discussions

  • Been trying out DeepSeek harness after watching @0xSero 's videox · ▲1 · 0 comments
  • Been trying out DeepSeek harness after watching @0xSerox · ▲0 · 0 comments
Last active Oct 11, 2026
1 authors2 posts · 1 reactions0 comments
26
HARNESS
1hackernews13

Provide desktop and terminal interfaces

Offer official desktop and terminal/TUI interfaces across supported platforms, including terminal operation in virtual machines and headless servers without requiring a graphical environment.

Explore challenge ↗

The problem

Offer official desktop and terminal/TUI interfaces across supported platforms, including terminal operation in virtual machines and headless servers without requiring a graphical environment.

Possibly addressed by:Tui · Deepseek Harness Tui · Omc Tui

Start with these discussions

  • [Feature Request] TUI支持github · ▲5 · 4 comments
  • 我到现在都不明白,DS 为什么还不出 TUI ! 搞界面很有意思吗? //八月份,DeepSeek Harness 带着 Everything is a Plugin 的概念横空出世。我当时就说,这就是个 UI harness https
27▲75
HARNESS
8

Add an Extensible Plugin System

Create a plugin-based core and extend the harness and UI so users can install and create plugins across GUI and CLI environments, with built-in desktop capabilities implemented through the ecosystem.

Explore challenge ↗

The problem

Create a plugin-based core and extend the harness and UI so users can install and create plugins across GUI and CLI environments, with built-in desktop capabilities implemented through the ecosystem.

Possibly addressed by:Deepseek Harness Plugins · Deepseek Harness Plugin · Plugin Smart Config

Start with these discussions

  • @nachooolk @emanueledpt Also do you feel like it would be good if there was a plugin/customisation system so that you cax · ▲0 · 2 comments
  • 你们应该做成 DeepSeek Harness 那样x · ▲0 · 0 comments
  • @DeepSeekHarness can you extend the deepseek harness (including the UI) with plugin?x · ▲0 · 0 comments
Last active Oct 4, 2026
2 authors2 posts · 0 reactions0 comments
28
HARNESS
2

Add backward compatibility for legacy plugin APIs

Provide a compatibility layer that lets existing plugins continue working across DSH updates without requiring authors to rewrite them for every breaking API change.

Explore challenge ↗

The problem

Provide a compatibility layer that lets existing plugins continue working across DSH updates without requiring authors to rewrite them for every breaking API change.

Possibly addressed by:Loader · Plugin Safe Upgrade · Compat

Start with these discussions

  • @AhmadHamouokw @tianyi Recommends dsh-plugin-upgrade-skill to help DSH plugin authors adapt to new versions. Long-term,x · ▲0 · 0 comments
  • Tianyi(@tianyi)今天推荐了社区出的 dsh-plugin-upgrade-skill,用来帮插件作者升级代码、适配 DSH 新版。他公开提到「DSH 插件生态不能依赖于插件作者每次都要修改自己的代码来兼容 DSH 的新版本」x · ▲0 · 0 comments
Last active Oct 5, 2026
2 authors2 posts · 0 reactions0 comments
29▼10
PLUGIN
4hackernews10

Provide out-of-the-box agent orchestration and sandboxing

Provide a consistent, developer-friendly solution for orchestrating agents in rootless, strongly isolated sandboxes. Include fine-grained controls for filesystems, commands, privileges, resources, networks, displays, D-Bus, credentials, and data exfiltration.

Explore challenge ↗

The problem

Provide a consistent, developer-friendly solution for orchestrating agents in rootless, strongly isolated sandboxes. Include fine-grained controls for filesystems, commands, privileges, resources, networks, displays, D-Bus, credentials, and data exfiltration.

Possibly addressed by:Agentenv Sandbox · Sandbox Temp Guard · Sandbox

Start with these discussions

  • Hey! Someone should check wasmer sandboxes works on web so... could fit for this harness?github · ▲2 · 1 comments
  • Support rootless container toolchains under `workspace-write`
30▼13
HARNESS
4hackernews1

Share persistent memory across projects

Provide persistent, project-spanning memory with unified tools, prioritized loading, and state preservation so knowledge carries across sessions and projects. Support importing existing memories from Codex and Claude Code.

Explore challenge ↗

The problem

Provide persistent, project-spanning memory with unified tools, prioritized loading, and state preservation so knowledge carries across sessions and projects. Support importing existing memories from Codex and Claude Code.

Possibly addressed by:Agent Memory · Project Memory · Agentmemory

Start with these discussions

  • 求一个memory能力github · ▲11 · 40 comments
  • [Feature] Built-in persistent long-term memory for agentsgithub · ▲5 · 15 comments
31▼5
PLUGIN
41

Configure Per-Request Timeouts

Support configurable longer timeouts for large-payload RPCs and model requests, including slow local model loading, generation, retries, and large outputs, while retaining shorter defaults for ordinary calls.

Explore challenge ↗

The problem

Support configurable longer timeouts for large-payload RPCs and model requests, including slow local model loading, generation, retries, and large outputs, while retaining shorter defaults for ordinary calls.

Start with these discussions

  • llm-pi-ai Timeout increase for local LLMsgithub · ▲17 · 21 comments
  • 使用本地部署的模型时,如果重启过电脑,Vram内容被清空,则发起对话时模型要思考很久时间,如果超过五分钟就报错重试了,导致无法继续对话github · ▲1 · 4 comments
  • dsh-client-connection:history 等大载荷 RPC 受全局 30s 超时限制,Web 端报「历史加载失败:signal timed out (internal)」—— timeoutPolicy 钩子已存在但无人接线
32▼17
HARNESS
12

Support extensible plugin session events

Provide a stable plugin API for persisting custom, safely ignorable session events and generic trajectory records that older readers can skip, recover, and render. Include pre-write observation hooks with documented validation, ordering, failure, and persistence behavior.

Explore challenge ↗

The problem

Provide a stable plugin API for persisting custom, safely ignorable session events and generic trajectory records that older readers can skip, recover, and render. Include pre-write observation hooks with documented validation, ordering, failure, and persistence behavior.

Possibly addressed by:Session Note · Session Guard · Session Nexus

Start with these discussions

  • [Ecosystem] Please open the deferred session-event registration surface — 12 threads, 9+ consumers, and 0.1.2-alpha left writers no path at allgithub · ▲4 · 4 comments
  • `Session.append` cannot set `ignorable`, so a plugin's own event type makes its sessions unloadablegithub · ▲3 · 2 comments
33
PLUGIN
3

Add OAuth 2.0 support with automatic token refresh

Add OAuth 2.0 authentication to the MCP client’s streamable-HTTP transport, including discovery, token persistence, refresh-token rotation, and automatic recovery from 401 responses. This would support MCP servers with short-lived access tokens without requiring users to update static headers or reauthenticate manually.

Explore challenge ↗

The problem

Add OAuth 2.0 authentication to the MCP client’s streamable-HTTP transport, including discovery, token persistence, refresh-token rotation, and automatic recovery from 401 responses. This would support MCP servers with short-lived access tokens without requiring users to update static headers or reauthenticate manually.

Possibly addressed by:Mcp Client Plus · Mcp Center · Mcp Connector

Start with these discussions

  • [Feature Request] MCP 客户端缺少 OAuth 2.0 支持(PKCE/动态注册/令牌刷新),无法直连强制 OAuth 的远程 MCP 服务器(如 Atlassian Remote MCP)——工程化必需github · ▲4 · 6 comments
  • [Feature] dsh-mcp-client 缺少 OAuth 支持,无法接入需要 OAuth 2.1 的远程 MCP 服务器github · ▲1 · 0 comments
34▼1
HARNESS
6hackernews23

Make Context Compaction Recoverable

Preserve task state, constraints, progress, unfinished work, and valid checkpoints during compaction, and automatically recover from context overflow, sudden token growth, or failed compaction.

Explore challenge ↗

The problem

Preserve task state, constraints, progress, unfinished work, and valid checkpoints during compaction, and automatically recover from context overflow, sudden token growth, or failed compaction.

Possibly addressed by:Context Compressor · Plugin Context Compressor · Auto Compact

Start with these discussions

  • 几个使用问题
35▼12
HARNESS
12

Validate and isolate plugins at startup

Check plugin compatibility and registration during startup, report clear per-plugin diagnostics, and disable or quarantine failed third-party plugins while allowing healthy plugins to load. Preserve fail-fast behavior for core plugins.

Explore challenge ↗

The problem

Check plugin compatibility and registration during startup, report clear per-plugin diagnostics, and disable or quarantine failed third-party plugins while allowing healthy plugins to load. Preserve fail-fast behavior for core plugins.

Possibly addressed by:Safe Restart · Recovery · Safe Launch

Start with these discussions

  • [Bug] One third-party plugin load failure aborts the entire app, with no self-repair path / 单个第三方插件加载失败导致整个应用无法启动,且无自修复路径github · ▲3 · 2 comments
  • 现在的dsh和最开始的openclaw简直一模一样,一升级就容易挂github · ▲2 · 4 comments
  • Plugin loading lacks fault isolation: one failing plugin takes down the entire plugin tree
36
PLUGIN
2

Add a count-based image offload budget to llm-pi-ai routes

Expose a configurable maxRequestImages limit for llm-pi-ai provider profiles, applied alongside the existing byte budget to retain only the newest N images. This prevents requests from exceeding backend media-count limits when image sizes vary.

Explore challenge ↗

The problem

Expose a configurable maxRequestImages limit for llm-pi-ai provider profiles, applied alongside the existing byte budget to retain only the newest N images. This prevents requests from exceeding backend media-count limits when image sizes vary.

Possibly addressed by:Image Count Guard

Start with these discussions

  • llm-pi-ai 缺少图片张数闸门:上游按张数限流时会话永久卡死(附源码级根因、完整改动与实测)github · ▲1 · 0 comments
  • Idea: expose a count-based image offload budget (maxRequestImages) on llm-pi-ai routesgithub · ▲1 · 0 comments
Last active Oct 12, 2026
1 authors1 posts · 1 reactions0 comments
37▲2
HARNESS
2

Select Model and Effort Per Session

Allow each session or launch to choose its own model and effort level without changing the deployment-wide default. Propagate these settings through session creation and agent resolution.

Explore challenge ↗

The problem

Allow each session or launch to choose its own model and effort level without changing the deployment-wide default. Propagate these settings through session creation and agent resolution.

Possibly addressed by:Subagent Model Picker · Effort · Agent Team Model

Start with these discussions

  • Session-scoped model and effort selectiongithub · ▲4 · 4 comments
  • Session-only model selection for Agent Sessions lanesgithub · ▲2 · 1 comments
Last active Sep 19, 2026
0 authors0 posts · 2 reactions3 comments
38▲3
HARNESS
7

Revert and branch conversations

Allow users to edit or rewind earlier messages, regenerate responses, and continue from a prior checkpoint while preserving the original conversation as a branch. Safely handle incomplete tool calls during retries and forks.

Explore challenge ↗

The problem

Allow users to edit or rewind earlier messages, regenerate responses, and continue from a prior checkpoint while preserving the original conversation as a branch. Safely handle incomplete tool calls during retries and forks.

Possibly addressed by:Conversation Rollback · Edit Chat Dsh · Msg Rewind

Start with these discussions

  • 强烈需要revert 功能github · ▲4 · 1 comments
  • [Feature Request] 支持历史消息编辑、重新生成与中断响应保留github · ▲4 · 1 comments
  • “在新对话分支”会把原对话分支点之后的输入回放,是bug,还是可以调?github · ▲3 · 3 comments
39▲33
HARNESS
2hackernews1

Notify on agent state changes

Add opt-in notifications for agent waits, approvals, escalations, errors, and task or round completion through configurable channels, including system, browser, and audio alerts. Expose these state transitions as public events for plugins and presets, with controls for hidden versus active tabs and optional notification actions.

Explore challenge ↗

The problem

Add opt-in notifications for agent waits, approvals, escalations, errors, and task or round completion through configurable channels, including system, browser, and audio alerts. Expose these state transitions as public events for plugins and presets, with controls for hidden versus active tabs and optional notification actions.

Possibly addressed by:Chime Alerts · Agent Notify · Notify

Start with these discussions

  • Feature request — automatic notifications when an agent pauses for user input or completes a long-running flowgithub · ▲2 · 5 comments
40▲21
HARNESS
4hackernews1

Support Workspace Relocation and Rebinding

Provide a supported workflow to rebind workspaces after folder moves or renames while preserving sessions and updating related paths, configuration, history, metadata, and caches. Safely isolate corrupt or mismatched sessions so relocation does not prevent startup.

Explore challenge ↗

The problem

Provide a supported workflow to rebind workspaces after folder moves or renames while preserving sessions and updating related paths, configuration, history, metadata, and caches. Safely isolate corrupt or mismatched sessions so relocation does not prevent startup.

Possibly addressed by:Session Workspace · Workspace Mover · Session Mover

Start with these discussions

  • Renaming a workspace folder makes its stored sessions fail the identity check, with no supported repairgithub · ▲2 · 2 comments
  • 工作区文件夹绝对位置改变后工作区重绑定功能需求
← PreviousPage 2 of 5Next →
  • Comment on: DeepSeek Harness Desktop for macOS and Windowshackernews · ▲0 · 0 comments
  • 我知道不热了!x · ▲0 · 0 comments
  • Last active Oct 2, 2026
    1 authors1 posts · 1 reactions1 comments
    github · ▲1 · 1 comments
  • Used DeepSeek Harness, Open Weight Glimmer, and Qwen to replicate agent flows. Also built it to connect to my phone viax · ▲0 · 0 comments
  • @MLStreetTalk Totally share this frustration. There are so many exciting projects enabled by these new models for me, bux · ▲0 · 0 comments
  • Last active Oct 2, 2026
    1 authors1 posts · 1 reactions1 comments
    x · ▲0 · 0 comments
  • Comment on: Pi 1.0hackernews · ▲0 · 0 comments
  • Last active Oct 5, 2026
    2 authors2 posts · 0 reactions0 comments
    github · ▲1 · 1 comments
  • bwrap sandbox can be bypassed by accessing X11 socket or dbusgithub · ▲1 · 0 comments
  • Last active Oct 15, 2026
    2 authors2 posts · 0 reactions0 comments
    给会话一个 Claude 形态的记忆目录:MEMORY.md + memory 工具
    github · ▲1 · 0 comments
    Last active Sep 28, 2026
    0 authors0 posts · 3 reactions4 comments
    github · ▲1 · 1 comments
    Last active Sep 19, 2026
    0 authors0 posts · 3 reactions4 comments
  • [Proposal] Session event registration for out-of-tree plugins — unknown event types refuse resume (dsh-click/observed|action crashes rc.6/rc.7)github · ▲2 · 14 comments
  • Last active Oct 7, 2026
    1 authors1 posts · 1 reactions0 comments
    feat(mcp-client): OAuth 2.0 support for streamable-http servers (auto-refresh instead of static headers)
    github · ▲1 · 0 comments
    Last active Oct 12, 2026
    1 authors1 posts · 1 reactions0 comments
    github · ▲2 · 1 comments
  • 多轮对话后上下文达到上限,无法使用对话,希望加入压缩上下文功能github · ▲1 · 3 comments
  • Auto-compaction silently resets long-running conversations: English-only checkpoints, zero-tail reset on overflow, and no user control — request for a “continuous conversation” modegithub · ▲1 · 1 comments
  • Last active Oct 16, 2026
    1 authors1 posts · 1 reactions0 comments
    github · ▲2 · 3 comments
    Last active Oct 3, 2026
    1 authors1 posts · 1 reactions0 comments
    Last active Sep 29, 2026
    0 authors0 posts · 3 reactions1 comments
    浏览器声音+notification 提示完成一轮
    github · ▲2 · 2 comments
  • Comment on: Show HN: Share your AI Setup, Learn from othershackernews · ▲0 · 0 comments
  • Last active Sep 23, 2026
    0 authors0 posts · 1 reactions6 comments
    github · ▲2 · 1 comments
  • [Bug] 项目目录迁移后 dsh 启动崩溃(corrupt session log),希望支持会话重新归属github · ▲2 · 1 comments
  • Last active Sep 27, 2026
    0 authors0 posts · 2 reactions2 comments