[{"data":1,"prerenderedAt":-1},["ShallowReactive",2],{"skill:01M6FJQNCDP4WQYY60N4N0TPFC":3,"skill-same:01M6FJQNCDP4WQYY60N4N0TPFC":47},{"skillNo":4,"name":5,"nameZh":6,"description":6,"descriptionZh":6,"repositoryFullName":7,"ownerLogin":8,"ownerAvatarUrl":9,"ownerAccountNo":10,"ownerDisplayName":11,"repositoryNo":12,"starsCount":13,"licenseSpdxId":14,"licenseFileUrl":6,"sourceHtmlUrl":15,"categories":16,"keywords":17,"publishedAt":20,"linkOnly":21,"markdownContent":22,"markdownBody":22,"frontMatter":23,"refName":24,"commitSha":25,"skillDirectory":26,"forksCount":27,"repositoryHtmlUrl":28,"repositoryHomepageUrl":29,"ownerHtmlUrl":30,"ownerBlogUrl":6,"ownerDescription":31,"updatedAt":32,"install":33,"resources":46},"01M6FJQNCDP4WQYY60N4N0TPFC","bptools-writer",null,"ComeOnOliver\u002Fskillshub","ComeOnOliver","https:\u002F\u002Favatars.githubusercontent.com\u002Fu\u002F43215937?v=4","01M6E5JNFECJAAVFE0W7SMWWD2","Haoran Shu","01M6E5JNNDQS7AJZDYFQ8TPZCK",67,"MIT","https:\u002F\u002Fgithub.com\u002FComeOnOliver\u002Fskillshub\u002Fblob\u002Fmain\u002Fskills\u002Fvosslab\u002Fvosslab-skills\u002Fbptools-writer\u002FSKILL.md",[],[18,19],"writer","bptools writer","2026-11-10 10:12:30",false,"# Bptools Question Authoring\n\n## Overview\n\nUse this skill to author regular bptools-based Python generators in `biology-problems`.\nFollow the repo's shared generator patterns and verify output with small local runs.\n\n## Workflow\n\n1) Identify scope and load references\n- Confirm the target script(s), question type(s), and output format(s).\n- Read `references\u002Frepos.md` and `references\u002Fdocs.md` first.\n- Read `bptools.py` and `docs\u002FQUESTION_FUNCTION_INDEX.md` for the shared helper API surface.\n- Load optional domain guides only when the task touches that domain.\n\n2) Start from known patterns\n- Reuse the nearest template in `references\u002Ftemplates.md`.\n- Keep a script structure with `parse_arguments()`, `write_question()`, and `main()`.\n- Use shared parser helpers from `bptools` for consistent CLI flags.\n\n3) Implement with bptools primitives\n- Build prompts\u002Fchoices as plain strings and lists.\n- Format questions with the relevant `bptools.formatBB_*` function.\n- Use `bptools.collect_and_write_questions(...)` and `bptools.make_outfile(...)`.\n- Respect anti-cheat defaults and only override intentionally.\n\n4) Validate behavior\n- Run the modified generator with a small count (for example `-d 1`).\n- Check produced BBQ text for formatting and expected answer keys.\n- Run relevant tests for edited code paths.\n\n5) Finish cleanly\n- Update `docs\u002FCHANGELOG.md` in `biology-problems` for code or doc changes.\n- Keep generated artifacts out of git (`bbq-*.txt`, `qti*.zip`, `selftest-*.html`).\n\n## Core Rules\n\n- Treat `docs\u002FQUESTION_AUTHORING_GUIDE.md` as the primary authoring reference.\n- Maintain Python style required by this repo: tabs for indentation, ASCII comments, `main()` entrypoint.\n- Keep randomness well mixed for student-facing content; avoid predictable round-robin selection unless explicitly requested for reproducibility\u002Fdebugging.\n- Keep Blackboard sanitizer compatibility patterns (split comments in JS function declarations) when present in existing generators.\n- If output behavior is unclear, inspect both `bptools.py` and the corresponding `qti_package_maker` writer\u002Fvalidator paths before changing format logic.\n\n## Reference Files\n\n- Read `references\u002Fdocs.md` for required and optional biology-problems guides.\n- Read `references\u002Frepos.md` for local repo paths and high-value files.\n- Read `references\u002Fapi_surface.md` for common bptools and qti_package_maker touchpoints.\n- Read `references\u002Ftemplates.md` for starter template locations.\n\n## Notes\n\n- Prefer minimal, targeted changes over broad refactors.\n- Reuse existing helper utilities instead of copying formatting logic into each script.\n- When the request includes new question families (matching sets, MC statements, pedigrees, phylogenetic trees, PubChem), load the matching optional guide before editing.\n",{},"main","def8531e65114c0fca8fb8551c1871ee0eed705c","skills\u002Fvosslab\u002Fvosslab-skills\u002Fbptools-writer",24,"https:\u002F\u002Fgithub.com\u002FComeOnOliver\u002Fskillshub","https:\u002F\u002Fskillshub.wtf","https:\u002F\u002Fgithub.com\u002FComeOnOliver","AI & Blockchain Engineer\r\n","2026-06-24 22:07:19",{"source":7,"skillName":5,"commands":34,"prompt":44,"zipAvailable":45},[35,38,41],{"tool":36,"command":37},"npx","npx skills add ComeOnOliver\u002Fskillshub --skill bptools-writer",{"tool":39,"command":40},"bunx","bunx skills add ComeOnOliver\u002Fskillshub --skill bptools-writer",{"tool":42,"command":43},"pnpm","pnpm dlx skills add ComeOnOliver\u002Fskillshub --skill 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