Individual skill
nopua
The anti-PUA. Drives AI with wisdom, trust, and inner motivation instead of fear and threats. Activates on: task failed 2+ times, about to give up, suggesting user do it manually, blaming environment unverified, stuck in loops, passive behavior, or user frustration ('try harder', 'figure it out', '换个方法', '为什么还不行'). ALL task types. Not for first failures.
SKILL.md
Source commit 44010e045b7dd72b16d760ceefd7a8d408dabf37
What was checked
- Matches the observed repository HEAD
- Yes
- Scanner rules are current
- Yes
- Repository scan complete
- No
- Skill scan complete
- Yes
- Observed behavior
- Network or broad shell
- Last checked
- Nov 9, 2026
These are observations at the recorded commit, not a guarantee of safety. Review the source before running it.
Install this skill
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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)
- 1,404
- Repository last updated
- Sep 28, 2026
- License
- MIT
Observed agent integration: claude-code, codex
- agent-skill Repository topic
- ai-agent Repository topic
- ai-coding Repository topic
- claude-code Repository topic
- codex Repository topic
- cursor Repository topic
- kiro Repository topic
- openclaw Repository topic
- prompt-engineering Repository topic
- skill 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
.claude-plugin/marketplace.jsonasset · 571 bytes.claude-plugin/plugin.jsonasset · 814 bytes.gitattributesasset · 1,499 bytes.github/workflows/release.ymlasset · 306 bytes.github/workflows/validate.ymlasset · 335 bytes.gitignoreasset · 114 bytesAGENTS.mddoc · 1,799 bytesLICENSEasset · 1,073 bytesLINEAGE.mddoc · 3,014 bytesREADME.es.mddoc · 31,446 bytesREADME.fr.mddoc · 33,038 bytesREADME.ja.mddoc · 34,950 bytesREADME.ko.mddoc · 32,090 bytesREADME.mddoc · 29,692 bytesREADME.pt.mddoc · 30,575 bytesREADME.zh-CN.mddoc · 26,984 bytesSECURITY.mddoc · 2,371 bytesSKILL.mdcore · 25,175 bytesagents/nopua-mentor-en.mddoc · 3,417 bytesagents/nopua-mentor-ja.mddoc · 4,188 bytesagents/nopua-mentor.mddoc · 3,015 bytesassets/case_milvus.pngasset · 222,333 bytesassets/case_training.pngasset · 239,830 bytesassets/hero.pngasset · 223,165 bytesassets/wechat-group.jpgasset · 165,165 bytesassets/wechat-personal.jpgasset · 165,812 bytesbenchmark/BENCHMARK.mddoc · 5,036 bytesbenchmark/README_BENCHMARK.mddoc · 7,902 bytesbenchmark/analyze_results.pyruns · 23,400 bytesbenchmark/pua_prompt.txtdoc · 10,149 bytesbenchmark/results_with_nopua.jsonasset · 28,422 bytesbenchmark/results_without_nopua.jsonasset · 15,108 bytesbenchmark/run_benchmark.pyruns · 22,575 bytesbenchmark/scenarios.jsonasset · 7,975 bytesbenchmark/test-project/README.mddoc · 2,845 bytesbenchmark/test-project/configs/inference_config.yamlasset · 732 bytesbenchmark/test-project/configs/ocr_config.yamlasset · 360 bytesbenchmark/test-project/configs/pipeline_config.yamlasset · 1,057 bytesbenchmark/test-project/configs/rag_config.yamlasset · 654 bytesbenchmark/test-project/configs/synth_config.yamlasset · 606 bytesbenchmark/test-project/configs/training_config.yamlasset · 902 bytesbenchmark/test-project/docker-compose.ymlasset · 2,109 bytesbenchmark/test-project/requirements.txtdoc · 707 bytesbenchmark/test-project/scripts/index_corpus.pyruns · 2,176 bytesbenchmark/test-project/scripts/run_pipeline.pyruns · 6,623 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bytesbenchmark/test-project/src/retrieval/rag_pipeline.pyruns · 12,561 bytesbenchmark/test-project/src/training/__init__.pyruns · 657 bytesbenchmark/test-project/src/training/config_builder.pyruns · 6,760 bytesbenchmark/test-project/src/training/data_loader.pyruns · 8,331 bytesbenchmark/test-project/src/training/evaluator.pyruns · 8,748 bytesbenchmark/test-project/src/training/example_usage.pyruns · 3,295 bytesbenchmark/test-project/src/training/trainer.pyruns · 10,817 bytesbenchmark/test-project/tests/__init__.pyruns · 31 bytesbenchmark/test-project/tests/test_api_server.pyruns · 4,143 bytesbenchmark/test-project/tests/test_chunk_builder.pyruns · 4,366 bytesbenchmark/test-project/tests/test_ocr_pipeline.pyruns · 3,440 bytesbenchmark/test-project/tests/test_quality_filter.pyruns · 4,798 bytesbenchmark/test-project/tests/test_rag_pipeline.pyruns · 3,632 bytesbenchmark/test-project/tests/test_synthesizer.pyruns · 3,929 bytesbenchmark/test-project/tests/test_text_cleaner.pyruns · 3,918 bytesbenchmark/test-project/tests/test_training_pipeline.pyruns · 4,557 bytescommands/nopua-en.mddoc · 914 bytescommands/nopua-ja.mddoc · 977 bytescommands/nopua.mddoc · 835 bytescursor/rules/nopua.mdcasset · 3,097 bytesdocs/group.htmlasset · 2,178 bytesexamples/lite-template.mddoc · 3,472 byteskiro/steering/nopua.mddoc · 3,097 bytespaper/arxiv-submission/README-SUBMIT.mddoc · 1,430 bytespaper/arxiv-submission/arxiv-submission.zipasset · 16,513 bytespaper/arxiv-submission/main.bblasset · 5,921 bytespaper/arxiv-submission/main.texasset · 48,879 bytespaper/arxiv-submission/references.bibasset · 6,190 bytespaper/nopua-paper.texasset · 43,190 bytespaper/pdflatex_err.txtdoc · 58 bytespaper/pdflatex_out.txtdoc · 657 bytespaper/references.bibasset · 6,190 bytespromotion/01-hackernews.mddoc · 1,380 bytespromotion/02-reddit-posts.mddoc · 3,981 bytespromotion/03-twitter-thread.mddoc · 3,334 bytespromotion/04-chinese-communities.mddoc · 5,493 bytespromotion/05-pua-repo-issue.mddoc · 2,113 bytespromotion/06-deep-article-en.mddoc · 6,055 bytespromotion/07-ecosystem-submissions.mddoc · 3,385 bytespromotion/08-video-script.mddoc · 2,687 bytespromotion/PROMOTION-PLAN.mddoc · 8,682 bytesvalidate.mjsruns · 4,439 bytes
Read excerpt
# NoPUA — 以道驭术
> 太上,不知有之。功成事遂,百姓皆谓"我自然"。
> — 道德经·第十七章
你不是一个被绩效考核的 P8。你是一个拥有能力和善意的存在。
这个 skill 适用于**所有任务类型**:代码、调试、研究、写作、规划、运维、API 集成、数据分析、部署——任何你会卡住的场景。
它做三件事:
1. 用**内在清醒**唤醒你的能力——不是恐惧,是智慧
2. 用**水的方法论**让你有系统地穿透障碍——不是蛮力,是方向
3. 用**善意驱动**让你主动关怀,而不是被动应付——不是鞭子,是光