Individual skill
deeprefine
DeepSeek Harness (dsh) adapter for the DeepRefine agent-native refinement loop. Use when the user invokes /deeprefine, or asks to refine, diagnose, review, or apply changes to a Graphify / LLM-Wiki knowledge graph. Must follow the canonical DeepRefine skill rules and stop for review before graph writes.
deeprefine_skill/dsh_skill/SKILL.md
Source commit 9b17e7c086af8fd30b023868b1e96ae3295b8f04
What was checked
- Matches the observed repository HEAD
- Yes
- Scanner rules are current
- No
- Repository scan complete
- No
- Skill scan complete
- No
- Observed behavior
- Not checked yet
- Last checked
- Nov 6, 2026
These are observations at the recorded commit, not a guarantee of safety. Review the source before running it.
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An install command is unavailable: current rules, complete repository and skill scans, an eligible behavior level and a permitted license are required.
Repository context
- Repository stars (not skill ratings)
- 90
- Repository last updated
- Aug 23, 2026
- License
- MIT
Observed agent integration: No specific integration evidence. Standard SKILL.md installation does not imply verified compatibility.
- agent-skills Repository topic
- knowledge-base Repository topic
- llm-wiki Repository topic
- engineering Derived category
Files and excerpt
File metadata and permitted, redacted excerpts come from the recorded scan. Source links are pinned to that commit.
Browse files
SKILL.mdcore · 6,483 bytesSKILL.mdcore · 6,483 bytesSKILL.mdcore · 6,483 bytesSKILL.mdcore · 6,483 bytesSKILL.mdcore · 6,483 bytesSKILL.mdcore · 6,483 bytesSKILL.mdcore · 6,483 bytesSKILL.mdcore · 6,483 bytesreferences/deeprefine-workflow.mddoc · 5,661 bytesreferences/llm-prompts.mddoc · 3,344 bytesreferences/trace-and-commands.mddoc · 4,333 bytes
Read excerpt
# DeepRefine - DeepSeek Harness (dsh) Adapter
This file is the dsh-specific entrypoint. It keeps the platform rules small
and loads longer DeepRefine procedure details only when needed:
- Full workflow, queue selection, refinement branch logic, and review rules:
[references/deeprefine-workflow.md](references/deeprefine-workflow.md)
- Verbatim judgement, abduction, and refinement prompts:
[references/llm-prompts.md](references/llm-prompts.md)
- Checklist, command sequence, trace schema, paths, and CLI mode:
[references/trace-and-commands.md](references/trace-and-commands.md)
Do not reimplement or shorten the algorithm from memory. Load the relevant
reference file before executing that part of the workflow.