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promptaflow

Local-first, durable LangGraph workflow runtime and MCP orchestration bundle for DeepSeek Harness.

UI & ProductivityTerminal & TUIDeveloper ToolsBrowser & WebSecurity & PolicySkills & WorkflowsRemote Execution
3GitHub Stars0ForksUpdated2026-09-11

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Plugin Overview & Capabilities

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PromptaFlow is a local-first workflow runtime that compiles static Workflow DSL specifications into LangGraph execution graphs. It integrates with DeepSeek Harness via Cordis configuration patches and MCP tools, enabling multi-agent workflow generation, execution delegation, human-in-the-loop approvals, and interactive MCP App UI cards.

Key Capabilities

  • Compiles validated static Workflow DSL definitions directly into executable LangGraph graphs
  • Orchestrates multi-agent execution across external Agent CLIs or delegated within the active conversation
  • Provides MCP server integrations with specialized UI cards for workspace, workflows, generation, and execution
  • Maintains durable workflow versioning, run state, checkpoints, and artifacts under local storage
  • Includes DeepSeek Harness Cordis bundle patch integration

Useful For

  • Generating and orchestrating complex multi-step AI agent workflows with retry and human approval steps
  • Running automated task pipelines through DeepSeek Harness with real-time UI card monitoring
  • Delegating workflow execution directly inside the chat conversation without external CLI requirements

Who It Fits

  • Developers building multi-agent automations
  • Power users orchestrating complex workflows in DeepSeek Harness
  • Agent application engineers using LangGraph and MCP

Documented Limitations

  • Requires Python 3.10+ and a running local background daemon (Hub/Runtime on 127.0.0.1:8848)
  • Requires DeepSeek Harness cordis patch integration setup for full workspace connectivity

DSH Compatibility

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Not tested yetNo runtime compatibility tests have been published yet.

Security Signals

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Dependency Counts

package.json declares 0 runtime, 0 development, 0 peer, and 0 optional dependencies.

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Dsh Bundle Declared

package.json declares DSH bundle metadata.

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License Not Declared

GitHub did not report an SPDX license for this repository snapshot.

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Package Manifest Available

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Source Available

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Source & Registry Notes

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Source repository
TNJ2026/promptaflow
Registry source
GitHub · dsh-plugin topic
Registry classification
Plugin Bundle
Source checked
55d6cf1 · 2026-09-12

This project is independently indexed from public source information. DSH Plugin is not affiliated with DeepSeek or the plugin author. Always check the author repository before installation.

Repository Activity

GitHub stars
3GitHub stars
Forks
0
Open issues
0
Last commit
2026-09-11
Last release
No release detected
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