Find your next challenge.

The problem

Track agent actions and results to detect repetitive or stalled work, try an alternative strategy when appropriate, and stop to request user clarification or help instead of wasting resources.

Possibly addressed by:Circuit Breaker · Loop Continue · Loop Guard

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

The problem

Add an automatic approval mode that evaluates proposed agent actions using configurable policies and, where useful, a classifier. Support soft and hard denials while retaining explicit approval gates for risky, destructive, costly, or external operations.

Possibly addressed by:Auto Approve · Auto Approver · Auto Pass

The problem

Allow users to create folders within a workspace and organize related sessions into them, making multi-session tasks easier to manage and view together.

Possibly addressed by:Session Folders · Per Session Folder · Session Workspace Organizer

The problem

Allow team leads to specify an optional provider, model, and reasoning effort for each teammate, including cheaper or local models, while defaulting to the parent session and enforcing configured model allowlists.

Possibly addressed by:Agent Team Model · Subagent Model Config · Configurable Subagents

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

The problem

Add extensible localization for the Desktop shell, including the application menu, commands, native edit roles, update dialog, and context menus, so locale packs such as Spanish can replace the current English fallback.

Possibly addressed by:Zh Localize · Desktop Shell · Desktop Menu

The problem

Let users access models through existing subscriptions such as Claude within DSH, using secure authorization such as OAuth where possible instead of requiring separate API keys.

Possibly addressed by:Openai Subscription · Subscriptions · Subscriptions

The problem

Improve DeepSeek Harness performance and resource efficiency, especially by reducing CPU and memory usage so multiple concurrent sessions can run without heavily taxing the user's computer.

Possibly addressed by:Selfharness · Harness Ops · Harness2

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

The problem

Provide an official way to identify and remove or rewind past a moderation-rejected node, restoring files and truncating later history so the session can continue safely. Expose a distinct moderation error to help clients stop futile retries.

The problem

Record durable, accurately attributed usage and cost events for foreground, auxiliary, tool, compaction, retry, and subagent calls. Provide session totals, warnings, and configurable spending circuit breakers.

Possibly addressed by:Usage Cost · Token Usage Cost · Token Use

The problem

Keep listeners bound to localhost by default, while allowing explicit binding to a selected LAN interface or other address with authentication, host-trust protections, configurable access controls, clear exposure warnings, and gated wildcard binds such as `0.0.0.0`.

Possibly addressed by:Web Lan Access · Lan Proxy · Lan Gateway

The problem

Add a supported way to authenticate with a Claude subscription and use its included quota in DeepSeek Harness without purchasing a separate API plan.

Possibly addressed by:Claude Subscription · Claude Bridge · Openai Subscription

The problem

Add a configurable keyboard shortcut to start and stop voice recording, with the completed transcription inserted automatically; optionally support push-to-talk mode.

Possibly addressed by:Voice Input Plugin · Voice Input · Mic Dictation

The problem

Allow users to organize conversations into user-defined groups, including chats started without a workspace or within a workspace. Request a working directory only when execution requires one.

Possibly addressed by:Just Chat · Auto Workspace · Plugin No Workspace

The problem

Allow users to create isolated sessions without selecting a project or workspace, with an explicit working directory and existing sandbox and approval semantics. Sessions can later be saved or moved into a project.

Possibly addressed by:Temp Workspace · Project Context · Desktop Temporary Workspace

The problem

Provide application-wide font customization and scaling across conversations and UI surfaces, including keyboard shortcuts for increasing or decreasing size and a higher maximum size limit.

Possibly addressed by:Font Size · Font Settings · Ui Tweaks

The problem

Add persistent, editable per-model modality capabilities for text, image, audio, and video across providers, including Strata. Use these declarations to report limits and route attachments and multimodal results correctly to compatible models.

Possibly addressed by:Model Modality · Models Input Modalities · Model Capability

The problem

Add native support for specifying an agent preset and agent options in Agent Team spawnTeammate(), including per-member role, tools, model routing, and reasoning settings. Apply and persist these settings during creation, recovery, and restart while preserving existing Team behavior when they are omitted.

Possibly addressed by:Agent Team Presets · Math Team Presets · Orchestrator Preset