Individual skill
deeprefine
Agent-native DeepRefine refinement loop — same control flow as DeepRefine.refine(), graphify search instead of FAISS, session LLM, dry-run review before approved graph writes.
SKILL.md
Source commit 9b17e7c086af8fd30b023868b1e96ae3295b8f04
What was checked
- Matches the observed repository HEAD
- Yes
- Scanner rules are current
- Yes
- Repository scan complete
- No
- Skill scan complete
- No
- Observed behavior
- Local scripts
- Last checked
- Nov 6, 2026
These are observations at the recorded commit, not a guarantee of safety. Review the source before running it.
Install this skill
Choose an agent in your Stack or copy a command below. Commands fetch the pinned commit and copy only this skill directory. Existing destinations are refused. Copying a command does not install anything.
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: gemini-cli
- 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
.gitignoreasset · 603 bytesGEMINI.mddoc · 1,641 bytesLICENSEasset · 1,071 bytesMANIFEST.inasset · 501 bytesREADME.mddoc · 24,223 bytesSKILL.mdcore · 16,592 bytesSKILL.mdcore · 16,592 bytesSKILL.mdcore · 16,592 bytesSKILL.mdcore · 16,592 bytesSKILL.mdcore · 16,592 bytesSKILL.mdcore · 16,592 bytesSKILL.mdcore · 16,592 bytesSKILL.mdcore · 16,592 bytesassets/claudecode-color.pngasset · 1,467 bytesassets/codex-color.pngasset · 7,578 bytesassets/cursor_CUBE_25D.pngasset · 62,709 bytesassets/demo-typing-deeprefine.svgasset · 6,643 bytesassets/gemini-cli-icon_full-color@4x.pngasset · 866,495 bytesassets/github-copilot__1_-removebg-preview.pngasset · 217,080 bytesassets/harness.pngasset · 86,687 bytesassets/icons.pngasset · 1,452,478 bytesassets/icons2.pngasset · 269,804 bytesassets/icons3.pngasset · 99,043 bytesassets/opencode-logo-dark.pngasset · 2,491 bytesassets/opencode-wordmark-dark.pngasset · 2,837 bytescommands/deeprefine.tomlasset · 1,744 bytescommands/deeprefine/apply.tomlasset · 1,289 bytescommands/deeprefine/review.tomlasset · 1,373 bytesdocs/codex.mddoc · 2,537 bytesdocs/copilot-cli.mddoc · 3,705 bytesdocs/dsh.mddoc · 1,968 bytesdocs/feat-verification-fixtures.mddoc · 7,958 bytesdocs/gemini-cli.mddoc · 2,068 bytesdocs/phase-b-report.mddoc · 6,343 bytesdocs/verification-data.mddoc · 6,837 byteseval/README.mddoc · 7,494 byteseval/benchmarks/kg_structure.pyruns · 6,139 byteseval/benchmarks/refinement_recall.pyruns · 7,724 byteseval/smoke-tests/README.mddoc · 3,202 bytesfixtures/refinement-ambiguous.txtdoc · 74 bytesfixtures/refinement-good.txtdoc · 78 bytesfixtures/refinement-invalid.txtdoc · 67 bytesfixtures/synth-minimal.jsonasset · 5,042 bytesfixtures/trace-invalid-order.jsonasset · 1,419 bytesfixtures/trace-valid-early-exit.jsonasset · 1,098 bytesfixtures/trace-valid.jsonasset · 2,908 bytesgemini-extension.jsonasset · 252 bytespyproject.tomlasset · 2,114 bytesscripts/deeprefine.pyruns · 429 bytesscripts/validate_graph_schema.pyruns · 4,698 bytestests/test_dsh_integration.pyruns · 9,166 bytestests/test_opencode_integration.pyruns · 10,140 bytestests/test_wiki_refresh.pyruns · 13,424 bytes
Read excerpt
# DeepRefine — Agent refinement loop (strict)
## Default safety policy: dry-run only
A normal `/deeprefine` invocation **MUST NEVER** call `deeprefine apply`.
The default `/deeprefine` workflow must stop after:
1. `deeprefine loop validate`
2. `deeprefine review`
3. showing the proposed actions and HIGH/MEDIUM/LOW review report to the user
Then ask the user for explicit approval.