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dsh-autotier

Automatic strong and cheap model-tier router for DeepSeek Harness with high-risk guards and failure escalation.

VisionUI & ProductivityTerminal & TUIDeveloper ToolsSecurity & PolicySkills & WorkflowsRemote Execution
1GitHub Stars0ForksUpdated2026-10-18

Install

$ dsh plugin --profile web add github:PerryLink/dsh-autotier

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-autotier provides automatic model tier routing for DeepSeek Harness. It analyzes user intent to route architecture and planning turns to a strong model tier, drops to a cheap tier for straightforward implementation, enforces deterministic high-risk tool guards on cheap runs, and escalates to the strong tier when repeated failures occur.

Key Capabilities

  • Intent-gated model routing directly on the agent/request waterfall
  • Plan-mode handoff running strong models for planning and cheap models for implementation
  • Deterministic high-risk tool call guards on tools/pre-execute while cheap tier runs
  • Automatic failure escalation to strong tiers with TTL fallback
  • Session commands like /tier and introspection tools tier_status and tier_route
  • ctx.autotier service integration with veto and tier-change event waterfalls

Useful For

  • Reducing inference costs across high-volume chat or batch coding sessions
  • Automating seamless transitions between high-effort planning and low-cost execution
  • Preventing destructive command execution when low-tier models are driving tools
  • Escalating problematic code generation or debugging tasks to top-tier models after failures

Who It Fits

  • DeepSeek Harness developers seeking cost governance without sacrificing reasoning quality
  • Teams automating software engineering workflows with multi-step execution

Documented Limitations

  • Deterministic rule matching can miss novel intent phrasing, requiring judge fallback or failure escalation
  • Escalation counters and learned fingerprint posteriors are held in memory and reset on restart
  • Tier switching can cause provider prompt cache misses across switch turns
  • GUI model selector changes are not observed automatically and require manual /tier toggling
  • Incompatible with older harness versions prior to 0.1.7

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 3 runtime, 38 development, 18 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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Prepare Script Detected

package.json declares a prepare lifecycle script that may run during relevant package installation workflows.

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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
PerryLink/dsh-autotier
Registry source
Community submission
Registry classification
Plugin
Source checked
c205d81 · 2026-10-18

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
2026-10-18
Last release
2026-10-18
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