dsh-cognitio
Error-driven cognitive architecture bundle for DeepSeek Harness with layered memory, sentinel triggers, and human arbitration.
Install
$ dsh plugin --profile web add github:ljlj7149-cloud/dsh-cognitioPlugin 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
- Hierarchical SQLite memory system classifying facts, rules, patterns, cases, and propositions with version history
- Mechanical sentinel triggers monitoring turn starts, tool executions, errors, and turn completions
- Error-driven reflection pipeline that automatically drafts rule candidates from execution errors
- Dedicated DeepSeek Harness settings UI for reviewing, approving, rejecting, and auditing memory modifications
- Rule efficacy scoring and obsolete rule pruning candidates based on historical performance
- Built-in read-only full-text search vault for external reference documentation
Useful For
- Enforcing persistent operational guidelines and project-specific rules across model changes and preset resets
- Capturing runtime errors and synthesizing corrective rules with mandatory human review
- Managing a governed personal or project knowledge base with structured audit trails
Who It Fits
- DeepSeek Harness power users who require strict AI rule compliance and persistent context
- Developers looking for error-correcting agent workflows with human-in-the-loop governance
- Teams needing auditable and layered AI memory management
Documented Limitations
- Requires DeepSeek Harness restart after installation to load the plugin bundle
- Requires local Node.js runtime version >= 22
- Relies on local SQLite files for data storage and indexing
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 2 runtime, 0 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.
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
- ljlj7149-cloud/dsh-cognitio
- Registry source
- GitHub · dsh-plugin topic
- Registry classification
- Plugin Bundle
- Source checked
- ab2ac74 · 2026-08-28
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
- 2026-08-26
- Last release
- No release detected
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