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.
GitHub reports the repository license as MIT.
No root package.json was captured in the latest GitHub snapshot.
Public GitHub source metadata is available for this registry snapshot.
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
- b47fc32 · 2026-10-25
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
- 2026-10-24
- Last release
- No release detected
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