activeing123/dsh-forge

README 摘要

dsh-forge — Skill Self-Forging for DeepSeek Harness English 中文 A plugin that makes your harness genuinely smarter over time — not by remembering conversations, but by forging skills from repeated successful work. dsh-forge watches the live session event stream of DeepSeek Harness, accumulates per-session traces (user intents + tool-call sequences + completion state), detects when the same kind of task has been completed successfully in 2 or more sessions , and then forges that successful path into a reusable skill : 1. the session trace is sent to the harness's own LLM, which distills a kebab-case skill name, one-line description, when-to-use guidance, and markdown step instructions; 2. the skill is written as SKILL.md into the workspace skills root ( .dsh-forge/skills/ /SKILL.md , discoverable by the official filesystem provider — the file format matches @deepseek-ai/dsh-skill-filesystem ); 3. the skill is registered with ctx.skills , so every future session can load it through the skill tool — you never have to explain that workflow again. Why this is a plugin, not a prompt A standalone agent can only perform tasks — it never sees the full session event stream of other sessions, …

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