session-titler
Two-phase session titling and summarization for DeepSeek Harness with instant keyword extraction and idle model refinement.
Install
$ dsh plugin --profile demo add github:JohnXu22786/session-titlerPlugin 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
- Two-phase naming pipeline: immediate local keyword extraction followed by idle budget-model refinement
- Cost-aware budget routing prioritizing economical model tiers such as flash, haiku, or mini
- Multilingual noise-stripping keyword algorithm supporting Latin, Chinese, Japanese, and Korean scripts
- Automatic title deduplication and cross-session collision numbering
- One-line session summary generation dispatched on idle refinement via session/caption-note events
- Manual rename protection to prevent overwriting user-provided titles
Useful For
- Replacing default timestamped session IDs with readable titles instantly without incurring LLM latency
- Generating cost-effective session summaries and clean titles for session list navigation in DSH profiles
- Managing multilingual session naming across high-volume chat workflows without repeated model call costs
Who It Fits
- DeepSeek Harness users organizing extensive session histories
- DSH profile administrators seeking zero-latency and cost-effective session naming
- Developers building session list and export tooling on top of DSH
Documented Limitations
- Replaces the default session title provider as the session-title service allows only a single provider at a time
- Relies on host-provided DSH packages (@deepseek-ai/dsh-llm, dsh-session, dsh-session-title) which must be present in the runtime profile environment
- Phase-2 refinement requires at least one accessible model route or configured budget provider
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, 8 development, 2 peer, and 0 optional dependencies.
package.json declares DSH bundle metadata.
GitHub reports the repository license as MIT.
A root package.json was captured and can be inspected by the registry.
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
- JohnXu22786/session-titler
- Registry source
- GitHub · dsh-plugin topic
- Registry classification
- Plugin Bundle
- Source checked
- b1a468f · 2026-09-29
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
- 0GitHub stars
- Forks
- 0
- Open issues
- 0
- Last commit
- 2026-09-29
- Last release
- No release detected
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