dsh-cot-anchor
Extracts established conclusions from recent reasoning to inject after tool outputs and cuts off repetitive or degraded CoT loops.
Install
$ dsh plugin --profile <你的profile> add github:JiewiW/dsh-cot-anchor#v0.2.1Plugin 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
- Automatic conclusion anchor extraction and injection following tool boundary results without invalidating prompt cache
- Real-time soft-cutting generation checks to abort churn, exact string loops, pseudo-tool formatting, and runaway digit sequences
- Configurable anchor constraints including character limits, point caps, and minimum reasoning length
- Optional execution discipline reminders injected via runtime context snapshots
- Optional LLM-based reasoning summarization and local CoT sample harvesting
Useful For
- Preventing the model from endlessly re-analyzing already solved facts during complex multi-step tasks
- Catching degraded reasoning loops such as verbatim phrase repeats or pseudo tool call syntax before tokens are wasted
- Optimizing agent prompt cache efficiency while preserving intermediate thought milestones
Who It Fits
- DeepSeek Harness users running tool-heavy reasoning agents
- Developers seeking to reduce token waste and reasoning churn during long-context execution
Documented Limitations
- Soft-cut generation interruption requires specific DSH kernel support (0.1.5-rc.1/rc.2 or backported hook)
- Only handles single-stream reasoning degradation and cannot solve cross-step wandering across multiple turns
- Heuristic transition sentence interruption may trigger false positives if thresholds are set too aggressively
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, 0 development, 1 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
- JiewiW/dsh-cot-anchor
- Registry source
- GitHub · dsh-plugin topic
- Registry classification
- Plugin
- Source checked
- 1b01d8e · 2026-10-14
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
- 2026-10-14
- Last release
- 2026-10-14
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