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dsh-distillation-director

Distillation director skill and gating suite for converting books into executable DSH Agent skills.

VisionDeveloper ToolsSecurity & PolicySkills & Workflows
2GitHub Stars0ForksUpdated2026-09-25

Install

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Plugin 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.

source-grounded
dsh-distillation-director provides an automated workflow methodology, gating mechanisms, and validation tools designed to distill structured books into executable DeepSeek Harness Agent skills. It implements three core state gates (pool coverage, anchor consistency, and evidence closure) along with workspace initialization, citation verification, and installation state checks without packaging any copyrighted book source data.

Key Capabilities

  • Distills book knowledge into structured and executable Agent skill definitions
  • Provides triple-gate verification (pool coverage G-66, anchor consistency G-67, and evidence closure G-68)
  • Offers local verification scripts for verbatim citation backtracking and anchor alignment without API token costs
  • Includes workspace setup and mandatory startup, stage, and checklist gates
  • Performs 3-layer installation state checks (disk placement, profile registration, and active runtime status)

Useful For

  • Transforming complex technical or domain books into tested, callable DSH skills
  • Auditing and verifying citations and evidence anchors across extracted AI skills
  • Validating clean DSH plugin bundling and multi-stage distillation pipelines locally

Who It Fits

  • DSH skill creators and prompt engineers
  • Knowledge engineers building AI agent tools from long-form literature
  • DSH plugin authors requiring rigorous local gate checks and quality governance

Documented Limitations

  • Does not include source book content or proprietary internal manuals; users must supply their own source texts
  • Requires Python 3.10+ and Node.js for gating tools and local validation scripts
  • Optional PDF text extraction requires external dependencies like PyMuPDF (fitz)

DSH Compatibility

Version-specific runtime evidence collected by DSH Plugin. A missing result means we have not tested that combination yet.

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 Declared

GitHub reports the repository license as AGPL-3.0.

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Package Manifest Available

A root package.json was captured and can be inspected by the registry.

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Source Available

Public GitHub source metadata is available for this registry snapshot.

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Source & Registry Notes

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Source repository
winsonpong98-cloud/dsh-distillation-director
Registry source
GitHub · dsh-plugin topic
Registry classification
Plugin Bundle
Source checked
7b67cc2 · 2026-09-26

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
2GitHub stars
Forks
0
Open issues
0
Last commit
2026-09-25
Last release
2026-09-25
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