dsh-agent-preset-recommender

In modern software development, developers often use multiple coding assistant tools like Codex, Claude Code, WorkBuddy, and CodeBuddy, whose local activity data is scattered and hard to integrate for workflow optimization. At the same time, privacy is a key concern, avoiding leaks of sensitive information such as prompts, commands, or paths. The dsh-agent-preset-recommender plugin addresses both data integration and privacy by privately scanning activity metadata from these tools.

The plugin's core capabilities lie in local aggregation and deterministic recommendations: it scans supported session, project, and workflow metadata, using HMAC project identifiers to preserve privacy, and never stores prompts, responses, or raw events. Based on observed activity, it automatically maps to minimal or standard capability presets and recommends optional capabilities like delegation, workflows, web, MCP, and LSP, with all suggestions including confidence and evidence, without automatically altering configurations.

Additionally, it provides agent access tools for on-demand scanning or retrieving persistent reports, ensuring atomic operations with no network requests. It is ideal for developers using multiple coding assistants who want to optimize DeepSeek Harness agent presets, especially those valuing privacy and local control, enhancing workflow efficiency without complex setup.