oss-prompt-optimizer
A DeepSeek Harness prompt-optimization plugin that rewrites raw instructions into structured, ready-to-use prompts through the Harness LLM service.
Install
$ dsh plugin --profile web add oss-prompt-optimizerPlugin 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
- Optimizes raw instructions into structured Role, Task, Context, and Format prompts, or configurable plain and role-task-goal formats.
- Exposes the prompt_optimize agent tool and ctx.promptOptimizer optimize and iterate service APIs.
- Adds a composer toolbar button that replaces a draft with an optimized prompt and can restore the original draft.
- Supports optional prefix-triggered or all-message pre-send optimization hooks.
- Uses configurable output language, meta-prompt language, context awareness, retries, token budgets, caching, and model routing.
- Provides local scenario templates through /template and demand-insight output through /dream.
- Emits prompt-optimization lifecycle events for other Cordis plugins.
Useful For
- Turn brief user requests into more detailed prompts before sending them to an AI model.
- Let agents optimize or iteratively revise prompts programmatically.
- Provide an in-composer prompt-improvement action in DeepSeek Harness web.
- Apply explicit /optimize-prefixed messages through an optional pre-send optimization workflow.
- Generate local templates for common writing, analysis, development, and operations scenarios.
Who It Fits
- DeepSeek Harness web users
- Agent and plugin developers using Cordis services
- Teams that want configurable prompt-rewriting workflows
Documented Limitations
- Optimization relies on the Harness LLM service and its available model route.
- The automatic pre-send hook is disabled by default.
- Input and output processing are subject to configurable character, token, call-count, and timeout limits.
- The result cache is in memory and is cleared when the Harness restarts.
- Some features, such as self-refinement and retry-based validation, can require additional model calls.
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 1 runtime, 11 development, 14 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
- seven282/oss-prompt-optimizer
- Registry source
- GitHub · dsh-plugin topic
- Registry classification
- Plugin
- Source checked
- 3166fb5 · 2026-08-30
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
- 11GitHub stars
- Forks
- 0
- Open issues
- 2
- Last commit
- 2026-08-26
- Last release
- No release detected
Related DSH Plugins
Ranked by overlapping capabilities, use cases, plugin type, categories, and DSH profile.
Vision routing and pixel-level visual tool suite for DeepSeek Harness agents with built-in free fallbacks.
View plugin →A DeepSeek Harness notification plugin with a model-facing notify tool, automatic session-event alerts, and multi-channel delivery.
View plugin →DSH undo and crash-recovery plugin with snapshots, rollback, Safe Mode, and offline Windows tools.
View plugin →DeepSeek Harness plugin integrating ego-lite Chromium browser with 32 structured automation tools and live interactive screencast panel.
View plugin →