DeepJIT
JIT compiler plugin for DeepSeek Harness that mines recurring agent workflows and compiles them into skills and flows.
Install
$ dsh plugin --profile web add @fly3366/deepjitPlugin 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
- Hot-path execution trace mining and pattern extraction via local SQLite storage
- LLM-powered compilation of repetitive multi-step tool calls into reusable skills and flows
- AOT validation pass for flows against the active tool registry with literal argument folding
- Adaptive lifecycle tiering including deoptimization of failing flows and promotion of reliable skills
- Automated garbage collection for stale uncompiled patterns and inactive artifacts
- GenAI semantic-convention OpenTelemetry telemetry tracking for compile latencies and token usage
Useful For
- Automatically turning repetitive multi-step command sequences into fast, reusable flow templates
- Optimizing agent workflow performance and token usage across headless and web DSH profiles
- Promoting reliable agent workflows into formal markdown skills dynamically during live sessions
Who It Fits
- DeepSeek Harness power users executing repetitive multi-tool agent workflows
- Developers building autonomous pipelines seeking automated skill synthesis and flow optimization
Documented Limitations
- Depends on DeepSeek Harness runtime environment and LLM credential services for pattern synthesis
- Artifacts and local traces require filesystem write access under ~/.dsh/deepjit/
- Compile quality depends on configured LLM model and trace sample thresholds
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 6 runtime, 3 development, 0 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
- fly3366/DeepJIT
- Registry source
- GitHub · dsh-plugin topic
- Registry classification
- Plugin
- Source checked
- 8b8c11e · 2026-09-28
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
- 1GitHub stars
- Forks
- 0
- Open issues
- 1
- Last commit
- 2026-09-28
- Last release
- 2026-08-13
Related DSH Plugins
Ranked by overlapping capabilities, use cases, plugin type, categories, and DSH profile.
Persistent multi-model Agent teams and bounded DAG workflows with GUI controls for DeepSeek Harness.
View plugin →Native SQLite-backed local project taskboard plugin and UI for DeepSeek Harness with Agent claim and review flows.
View plugin →Second-model AI auto-review for DeepSeek Harness approval requests with fail-closed safety and session audit.
View plugin →Local, fast cross-agent memory and session indexing system with DeepSeek Harness integration.
View plugin →