AItelier
Deterministic, auditable subagent workflow engine and MCP tool bundle for DeepSeek Harness.
Install
$ dsh plugin --profile headless add <path-to>/AItelier/integrations/dshPlugin Overview & Capabilities
AI-assisted organization based on the public repository snapshot. The content must be grounded in source evidence and does not replace compatibility or security verification.
Key Capabilities
- Integrates seamlessly into DeepSeek Harness via integrations/dsh as MCP tools
- Generates runnable SkillFlow DAG pipelines from natural language descriptions
- Executes deterministic multi-agent pipelines with role-scoped least-privilege tools
- Maintains append-only audit traces and Git event-sourcing for complete step observability
- Supports human-in-the-loop and adversarial Green/Red reviewer checkpoints
- Provides export and import of self-contained JSON pipeline bundles
Useful For
- Delegating complex, multi-step agent tasks to deterministic, auditable pipelines
- End-to-end autonomous software delivery with built-in review and verification gates
- Dynamic pipeline creation and self-healing workflow execution over MCP
Who It Fits
- DeepSeek Harness developers building multi-agent systems
- Software engineers requiring auditable and reproducible LLM workflows
- Enterprise teams needing compliant AI workflow orchestration with human checkpoints
Documented Limitations
- Requires a running AItelier backend server or Docker container accessible via HTTP/MCP
- Final app verification currently evaluates code statically without automated runtime execution
- Requires Python 3.12+ and specific model routing configuration
DSH Compatibility
Version-specific runtime evidence collected by DSH Plugin. A missing result means we have not tested that combination yet.
Security Signals
Objective signals discovered from package metadata and source inspection. These are not a guarantee that a plugin is safe.
Source & Registry Notes
Public provenance, Registry classification, and the latest source check for this entry, kept separate from runtime verification.
- Source repository
- linxuhao/AItelier
- Registry source
- GitHub · dsh-plugin topic
- Registry classification
- Plugin Bundle
- Source checked
- f53921b · 2026-09-21
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
- 1
- Open issues
- 0
- Last commit
- 2026-09-20
- Last release
- No release detected
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