Menu
Remove AI-style noise from staged and branch diffs while preserving behavior and repository style.
Install with Codex or Claude Copy this prompt, paste it into Codex, Claude, or another assistant, and let it review the skill page and install it for you.
Based on SOC occupation classification
| name | technical-deslop |
| description | Remove AI-style noise from staged and branch diffs while preserving behavior and repository style. |
| license | MIT |
| metadata | {"source":"https://github.com/vincentkoc/dotskills"} |
Clean branch/staged diffs by removing AI-style slop and restoring repo-consistent style without changing behavior.
git diff --cached and git diff $(git merge-base origin/main HEAD)..HEAD.references/playbook.md.Read references/slop-patterns.md for detection rules and references/playbook.md for execution order.
FILES) or explicit user file targets.Select, review, repair, validate, and land batches of up to 20 low-risk OpenClaw contributor pull requests using Vincent's maintainer preferences and bounded sub-agent lanes. Use for "next 20", broad contributor PR sweeps, merge-candidate mining, or continued PR-batch work where drafts, maintainer work, trivial one-line changes, UI, security, migrations, and high-risk changes must be excluded.
Recover Codex and Claude sessions from tmux cockpit panes, CX SAVE snapshots, codex-cockpit history, and recent Codex logs without overwriting the useful restore source first.
Manage one tmux agent lane from its matching ops pane, inspect live pane state and Codex logs on cold start, and produce concise manager summaries for OpenClaw and adjacent project work.
Build local semantic review slices by combining clawpatch feature maps, deepsec threat candidates, visual review maps, and optional gitcrawl/discrawl evidence for repos such as openclaw/openclaw.
Initialize, configure, index, start, verify, troubleshoot, or sync codebase-memory-mcp knowledge graphs and the HTTP graph UI for local repositories. Use when the user mentions codebase memory MCP, search_graph, trace_path, graph UI, index_repository, or wants code discovery via the codebase-memory-mcp server.
Maintain and release the crawlkit Go library, preserving downstream compatibility for gitcrawl, slacrawl, discrawl, and notcrawl.