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dsh-adjudication

Multi-domain adjudication engine bundle for DeepSeek Harness with deterministic pipeline primitives and 19 on-demand domain packs.

UI & ProductivityDeveloper ToolsSecurity & Policy
1GitHub Stars0ForksUpdated2026-10-04

Install

$ dsh plugin --profile <profile> add /绝对/路径/dsh-adjudication

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-adjudication is an installable DeepSeek Harness bundle plugin providing a deterministic adjudication engine adapted from Alibaba's open-code-review. It splits review tasks into verifiable pipeline stages (enumeration, gating, bundling, rule injection, anchor recalculation, critique, and coverage accounting) and provides on-demand tool loading across 19 domain packs to keep tool schema token overhead minimal.

Key Capabilities

  • Deterministic multi-stage adjudication pipeline (P0 to P7: enumeration, gate, bundle, rules, anchor recalculation, critique, coverage accounting)
  • Two-tier tool surface maintaining 6 resident tools and registering domain-specific tools on-demand
  • Nineteen domain packs covering code review, risk compliance, architecture, UX, backend, data engineering, and more
  • Configurable loss orientation (precision-first vs. recall-first) with automatic preservation of protected subjects like security and privacy
  • Independent P6 verification stage isolated from P4 review prompts and forensic tooling
  • Cordis patch overlay and profile bundle integration

Useful For

  • Automated, evidence-anchored code and architecture reviews with deterministic verification
  • Risk and compliance auditing under a recall-first policy that highlights unverified claims
  • Multi-domain evaluation across data engineering, technical documentation, and product requirements using verifiable anchor contracts

Who It Fits

  • DeepSeek Harness developers and agent workflow engineers
  • Code review and QA teams wanting deterministic verification rather than subjective LLM critiques
  • Enterprise teams establishing compliance, architecture, and engineering review guardrails

Documented Limitations

  • Does not export Schemastery Config, meaning configuration parameters lack schema validation in --dump-config-schema
  • Anchor resolution intentionally omits LLM guessing fallbacks, causing imprecise paraphrases to be treated as unanchored
  • The 460 included domain rules are agent-drafted baselines marked needs-expert-review and have not been validated by human domain experts
  • Domain activation state is plugin instance-wide and not isolated across sessions in the same profile
  • Exploratory (Category C) domains do not guarantee bounded execution costs due to lack of deterministic enumeration
  • Headless bundle with no client UI panel

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

Objective signals discovered from package metadata and source inspection. These are not a guarantee that a plugin is safe.

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 Apache-2.0.

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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

Public provenance, Registry classification, and the latest source check for this entry, kept separate from runtime verification.

Source repository
AEmbers/dsh-adjudication
Registry source
GitHub · dsh-plugin topic
Registry classification
Plugin Bundle
Source checked
5fdf000 · 2026-10-08

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
1GitHub stars
Forks
0
Open issues
0
Last commit
2026-10-04
Last release
No release detected
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