dsh-nautilus
Read-only session telemetry, alignment scoring ledger, OS/GPU monitoring, and workbench UI plugin for DeepSeek Harness.
Install
$ dsh plugin --profile <profile-name> add github:chemmy-11/dsh-nautilusPlugin 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
- Per-turn session telemetry collection including tokens, cache hits, duration, and TPS
- Dual-track alignment ledger comparing model self-evaluations against human judgements
- Interactive Nautilus Workbench sidebar UI for reviewing metrics, historical sessions, and alignment scores
- OS and GPU red-line alert detection with freeze snapshots and cooldown controls via the pulse module
- Local SQLite storage preserving telemetry and scoring without modifying host session data
Useful For
- Auditing token usage and response latency trends across long DeepSeek Harness sessions
- Benchmarking and scoring model alignment quality against human baseline judgements
- Monitoring system and GPU performance constraints during local LLM execution
- Reviewing historical conversation traces and assigning post-hoc turn-level evaluations
Who It Fits
- AI researchers evaluating LLM alignment and interactive reasoning performance
- DeepSeek Harness power users seeking detailed session telemetry and cost tracking
- Developers deploying local or desktop harnesses requiring host performance monitoring
Documented Limitations
- Requires host restart upon installation or code updates (no live hot-reload in desktop host)
- Desktop host integration requires explicit entry in dsh.profile.bundles
- Telemetry ingest and certain API endpoints require local same-origin access or configured authentication tokens
- Does not write to or read from Obsidian vaults directly despite legacy repository descriptions
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.
package.json declares 0 runtime, 9 development, 3 peer, and 0 optional dependencies.
package.json declares DSH bundle metadata.
GitHub did not report an SPDX license for this repository snapshot.
A root package.json was captured and can be inspected by the registry.
package.json declares a prepare lifecycle script that may run during relevant package installation workflows.
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
- chemmy-11/dsh-nautilus
- Registry source
- GitHub · dsh-plugin topic
- Registry classification
- Plugin
- Source checked
- cfa2769 · 2026-10-24
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
- 5
- Last commit
- 2026-09-29
- Last release
- No release detected
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