NEURA PARSE

TaskNebula AI governance

AI assistance with local control.

TaskNebula keeps AI concrete: opt-in BYOK access, native fallback, model profiles, audit logs, AGENTOWNERS policy, MCP write governance, and local coding-agent handoff.

AI off by defaultOpt-in per workspaceAudit-logged writes

  • BYOK
  • Native fallback
  • AGENTOWNERS
  • MCP
  • Local runners
  • Approval gates
View GitHubDocker Hub
TaskNebula Draft with AI modal creating structured issue drafts from a prompt
FIG 01 · Draft with AI — One prompt becomes a single issue or editable checklist before bulk creation.
Latest release
v0.7.11
Locales
30
AI posture
Opt-in
License
MIT

01Product evidence

Product screenshots show AI-assisted drafting and issue work before the provider, policy, approval, and audit controls are examined.

TaskNebula home screen with project management overview and IBM-modern interface

FIG 02 · Workspace home

A dense work hub for projects, activity, personal work, analytics, and update awareness.

TaskNebula issue detail screen with labels versions components and AI assist controls

FIG 03 · Issue detail

Labels, versions, components, comments, sub-issues, and per-issue assist in one view.

TaskNebula real-time Kanban board for self-hosted project management

FIG 04 · Realtime board

Kanban, sprint work, drag-and-drop planning, presence, and project status loops.

TaskNebula dashboard showing widgets analytics and project status

FIG 05 · Dashboard

Standup, catch-up, analytics, deadlines, pinned work, and recent activity.

02Governance model

AI remains an opt-in operational layer with provider keys, model profiles, AGENTOWNERS policy, MCP routes, local runner settings, audit logs, and approval gates.

01

Admins enable the assistant per workspace. Environment keys are fallback-only; the repo points operators toward Admin -> Agent control and Settings -> AI & Agents.

Workspace toggleAdmin controlFallback env only

02

OpenAI and Anthropic credentials can be configured at platform or workspace scope, encrypted with AES-256-GCM, redacted in previews, and audit-logged on rotation.

OpenAIAnthropicAES-256-GCM

03

If no LLM credential is configured, the deterministic heuristic planner keeps AI-adjacent drafting paths usable without external API calls.

Offline optionNo API callsDeterministic

04

The roadmap positions TaskNebula as a control plane where coding agents can be assigned work and routed through local policy.

Linear Agent ProtocolIssue sessionsApproval

05

MCP write tools attach configured actor markers before issue creation, updates, assignment, status transitions, comments, and subtasks.

CodexClaude CodeCursor

06

Optional environment settings can dispatch issues to Codex or Claude Code installed in the runtime or custom image, with sandbox, cwd, model, and timeout controls.

Codex CLIClaude CodeSandbox

03Human-in-the-loop

The assistant can accelerate backlog and issue work while admin policy, approval, and audit controls remain visible to the people responsible for each change.

01

Backlog prompts become editable single-ticket or checklist drafts. Users choose what to create before bulk insert.

BacklogStructured draftsBulk create

02

Issue detail AI assist can summarize with comments, rewrite descriptions, suggest next steps, or propose labels with one-click apply.

SummaryRewriteLabels

03

Provider, model, temperature, max tokens, and reasoning effort are saved as reusable profiles with revision history.

ProfilesRevision historyTuning

04

Bad key, rate limit, or unavailable model becomes an in-app notification with an action hint and deep link to settings.

Action hintDeep linkAudit trail
Operating flow
  1. 01

    prompt or MCP tool

  2. 02

    TASKNEBULA_AGENT_ACTOR

  3. 03

    local policy

  4. 04

    human review

  5. 05

    audit log

04What this means

Platform owners can inspect BYOK and self-hosting, governance teams can follow approvals and audit logs, and engineering teams can evaluate MCP and local coding-agent handoff.

01

Run AI drafting without handing the whole work graph to a hosted vendor.

02

Separate platform defaults from workspace overrides and keep key rotation visible.

03

Route tool writes through identity, policy, approval, and audit instead of raw API access.

Run it yourself

TaskNebula is a self-hostable project-management control plane for teams that want inspectable operations instead of another black-box SaaS.

GitHub repositoryDocker Hub imageManaged deployment