[{"data":1,"prerenderedAt":-1},["ShallowReactive",2],{"skill:01M71MPY7SV0CD6VBSGKJX5P2V":3,"skill-same:01M71MPY7SV0CD6VBSGKJX5P2V":66},{"skillNo":4,"name":5,"nameZh":6,"description":7,"descriptionZh":6,"repositoryFullName":8,"ownerLogin":9,"ownerAvatarUrl":10,"ownerAccountNo":11,"ownerDisplayName":12,"repositoryNo":13,"starsCount":14,"licenseSpdxId":15,"licenseFileUrl":6,"sourceHtmlUrl":16,"categories":17,"keywords":18,"publishedAt":33,"linkOnly":34,"markdownContent":35,"markdownBody":36,"frontMatter":37,"refName":39,"commitSha":40,"skillDirectory":41,"forksCount":14,"repositoryHtmlUrl":42,"repositoryHomepageUrl":6,"ownerHtmlUrl":43,"ownerBlogUrl":44,"ownerDescription":45,"updatedAt":46,"install":47,"resources":59},"01M71MPY7SV0CD6VBSGKJX5P2V","to-spec",null,"Turn the current conversation into a spec and publish it to the project issue tracker: no interview, just synthesis of what you've already discussed.","bbishdotdev\u002Fai-tools","bbishdotdev","https:\u002F\u002Favatars.githubusercontent.com\u002Fu\u002F5323528?v=4","01M71MHYW2Q0DVZA22Q79M8KER","Brenden Bishop","01M71MHYWSMQWFPGA8CBJYQANH",0,"MIT","https:\u002F\u002Fgithub.com\u002Fbbishdotdev\u002Fai-tools\u002Fblob\u002Fmain\u002Fbstack\u002Fupstream\u002Fmatt-pocock\u002Fsdlc\u002Fskills\u002Fto-spec\u002FSKILL.md",[],[19,20,21,22,23,24,25,26,27,28,29,30,31,32],"to spec","spec","conversation","interview","project","just","true","you","publish","tracker","issue","issue tracker","it","Synthesis","2026-11-10 10:56:23",false,"---\nname: to-spec\ndescription: \"Turn the current conversation into a spec and publish it to the project issue tracker: no interview, just synthesis of what you've already discussed.\"\ndisable-model-invocation: true\n---\n\nThis skill takes the current conversation context and codebase understanding and produces a spec. Do NOT interview the user; just synthesize what you already know.\n\nThe issue tracker and triage label vocabulary should have been provided to you. If not, tell the user to run `\u002Fsetup-matt-pocock-skills`.\n\n## Process\n\n1. Explore the repo to understand the current state of the codebase, if you haven't already. Use the project's domain glossary vocabulary throughout the spec, and respect any ADRs in the area you're touching.\n\n2. Sketch out the seams at which you're going to test the feature. Existing seams should be preferred to new ones. Use the highest seam possible. If new seams are needed, propose them at the highest point you can. The fewer seams across the codebase, the better - the ideal number is one.\n\nCheck with the user that these seams match their expectations.\n\n3. Write the spec using the template below, then publish it to the project issue tracker. Apply the `ready-for-agent` triage label - no need for additional triage.\n\n\u003Cspec-template>\n\n## Problem Statement\n\nThe problem that the user is facing, from the user's perspective.\n\n## Solution\n\nThe solution to the problem, from the user's perspective.\n\n## User Stories\n\nA LONG, numbered list of user stories. Each user story should be in the format of:\n\n1. As an \u003Cactor>, I want a \u003Cfeature>, so that \u003Cbenefit>\n\n\u003Cuser-story-example>\n1. As a mobile bank customer, I want to see balance on my accounts, so that I can make better informed decisions about my spending\n\u003C\u002Fuser-story-example>\n\nThis list of user stories should be extremely extensive and cover all aspects of the feature.\n\n## Implementation Decisions\n\nA list of implementation decisions that were made. This can include:\n\n- The modules that will be built\u002Fmodified\n- The interfaces of those modules that will be modified\n- Technical clarifications from the developer\n- Architectural decisions\n- Schema changes\n- API contracts\n- Specific interactions\n\nDo NOT include specific file paths or code snippets. They may end up being outdated very quickly.\n\nException: if a prototype produced a snippet that encodes a decision more precisely than prose can (state machine, reducer, schema, type shape), inline it within the relevant decision and note briefly that it came from a prototype. Trim to the decision-rich parts, not a working demo, just the important bits.\n\n## Testing Decisions\n\nA list of testing decisions that were made. Include:\n\n- A description of what makes a good test (only test external behavior, not implementation details)\n- Which modules will be tested\n- Prior art for the tests (i.e. similar types of tests in the codebase)\n\n## Out of Scope\n\nA description of the things that are out of scope for this spec.\n\n## Further Notes\n\nAny further notes about the feature.\n\n\u003C\u002Fspec-template>\n","This skill takes the current conversation context and codebase understanding and produces a spec. Do NOT interview the user; just synthesize what you already know.\n\nThe issue tracker and triage label vocabulary should have been provided to you. If not, tell the user to run `\u002Fsetup-matt-pocock-skills`.\n\n## Process\n\n1. Explore the repo to understand the current state of the codebase, if you haven't already. Use the project's domain glossary vocabulary throughout the spec, and respect any ADRs in the area you're touching.\n\n2. Sketch out the seams at which you're going to test the feature. Existing seams should be preferred to new ones. Use the highest seam possible. If new seams are needed, propose them at the highest point you can. The fewer seams across the codebase, the better - the ideal number is one.\n\nCheck with the user that these seams match their expectations.\n\n3. Write the spec using the template below, then publish it to the project issue tracker. Apply the `ready-for-agent` triage label - no need for additional triage.\n\n\u003Cspec-template>\n\n## Problem Statement\n\nThe problem that the user is facing, from the user's perspective.\n\n## Solution\n\nThe solution to the problem, from the user's perspective.\n\n## User Stories\n\nA LONG, numbered list of user stories. Each user story should be in the format of:\n\n1. As an \u003Cactor>, I want a \u003Cfeature>, so that \u003Cbenefit>\n\n\u003Cuser-story-example>\n1. As a mobile bank customer, I want to see balance on my accounts, so that I can make better informed decisions about my spending\n\u003C\u002Fuser-story-example>\n\nThis list of user stories should be extremely extensive and cover all aspects of the feature.\n\n## Implementation Decisions\n\nA list of implementation decisions that were made. This can include:\n\n- The modules that will be built\u002Fmodified\n- The interfaces of those modules that will be modified\n- Technical clarifications from the developer\n- Architectural decisions\n- Schema changes\n- API contracts\n- Specific interactions\n\nDo NOT include specific file paths or code snippets. They may end up being outdated very quickly.\n\nException: if a prototype produced a snippet that encodes a decision more precisely than prose can (state machine, reducer, schema, type shape), inline it within the relevant decision and note briefly that it came from a prototype. Trim to the decision-rich parts, not a working demo, just the important bits.\n\n## Testing Decisions\n\nA list of testing decisions that were made. Include:\n\n- A description of what makes a good test (only test external behavior, not implementation details)\n- Which modules will be tested\n- Prior art for the tests (i.e. similar types of tests in the codebase)\n\n## Out of Scope\n\nA description of the things that are out of scope for this spec.\n\n## Further Notes\n\nAny further notes about the feature.\n\n\u003C\u002Fspec-template>\n",{"name":5,"description":7,"disable-model-invocation":38},true,"main","e7c8126d1ad4df934236dba12521dcbe7fcd9d74","bstack\u002Fupstream\u002Fmatt-pocock\u002Fsdlc\u002Fskills\u002Fto-spec","https:\u002F\u002Fgithub.com\u002Fbbishdotdev\u002Fai-tools","https:\u002F\u002Fgithub.com\u002Fbbishdotdev","bbish.dev","Husband | Father | Technologist\r\nEngineering leader helping product and delivery teams use AI to build better systems, habits, and tools.","2026-11-11 11:13:39",{"source":8,"skillName":5,"commands":48,"prompt":58,"zipAvailable":38},[49,52,55],{"tool":50,"command":51},"npx","npx skills add bbishdotdev\u002Fai-tools --skill to-spec",{"tool":53,"command":54},"bunx","bunx skills add bbishdotdev\u002Fai-tools --skill to-spec",{"tool":56,"command":57},"pnpm","pnpm dlx skills add bbishdotdev\u002Fai-tools --skill to-spec","安装技能，技能地址：https:\u002F\u002Fgithub.com\u002Fbbishdotdev\u002Fai-tools\u002Fblob\u002Fmain\u002Fbstack\u002Fupstream\u002Fmatt-pocock\u002Fsdlc\u002Fskills\u002Fto-spec\u002FSKILL.md",[60],{"path":61,"resourceType":62,"resourceTypeDesc":63,"sizeBytes":64,"sourceHtmlUrl":65},"agents\u002Fopenai.yaml","REFERENCE","参考文档",135,"https:\u002F\u002Fgithub.com\u002Fbbishdotdev\u002Fai-tools\u002Fblob\u002Fmain\u002Fbstack\u002Fupstream\u002Fmatt-pocock\u002Fsdlc\u002Fskills\u002Fto-spec\u002Fagents\u002Fopenai.yaml",[67,96,107,123,156,178],{"skillNo":68,"name":69,"nameZh":6,"description":70,"descriptionZh":6,"repositoryFullName":8,"ownerLogin":9,"ownerAvatarUrl":10,"ownerAccountNo":11,"ownerDisplayName":12,"repositoryNo":13,"starsCount":14,"licenseSpdxId":15,"licenseFileUrl":6,"sourceHtmlUrl":71,"categories":72,"keywords":78,"publishedAt":33},"01M71MT5NBY3RY660EA06K9CA1","why","Use for 'why does X work this way', 'why we picked Y', design rationale, regressions, postmortems, or data-backed thresholds. Discovers available MCPs and queries each evidence category (source control, issue tracker, long-form docs, real-time chat, infrastructure observability, error tracking, product analytics warehouse) in parallel, then returns a cited read on decisions and tradeoffs. Use how for runtime behavior.","https:\u002F\u002Fgithub.com\u002Fbbishdotdev\u002Fai-tools\u002Fblob\u002Fmain\u002Fbstack\u002Fupstream\u002Fpstack\u002Fskills\u002Fwhy\u002FSKILL.md",[73],{"categoryNo":74,"categoryName":75,"taxonomyType":76,"taxonomyTypeDesc":77},"01JBSEEDCAT000000000000033","数据分析师","PROFESSION","适用职业",[69,79,80,81,82,83,84,85,86,87,29,88,28,89,90,91,92,93,94,95],"how","parallel","observability","warehouse","returns","infrastructure","source","analytics","data","read","product","work","design","product analytics","time","error tracking","error",{"skillNo":97,"name":98,"nameZh":6,"description":99,"descriptionZh":6,"repositoryFullName":8,"ownerLogin":9,"ownerAvatarUrl":10,"ownerAccountNo":11,"ownerDisplayName":12,"repositoryNo":13,"starsCount":14,"licenseSpdxId":15,"licenseFileUrl":6,"sourceHtmlUrl":100,"categories":101,"keywords":102,"publishedAt":33},"01M71MT4CFF7AK4TRV40P7ZZ30","unslop","Cut AI tells from any writing. Must always apply.","https:\u002F\u002Fgithub.com\u002Fbbishdotdev\u002Fai-tools\u002Fblob\u002Fmain\u002Fbstack\u002Fupstream\u002Fpstack\u002Fskills\u002Funslop\u002FSKILL.md",[],[98,103,25,104,105,106],"cut","ai tells","apply","writing",{"skillNo":108,"name":109,"nameZh":6,"description":110,"descriptionZh":6,"repositoryFullName":8,"ownerLogin":9,"ownerAvatarUrl":10,"ownerAccountNo":11,"ownerDisplayName":12,"repositoryNo":13,"starsCount":14,"licenseSpdxId":15,"licenseFileUrl":6,"sourceHtmlUrl":111,"categories":112,"keywords":113,"publishedAt":33},"01M71MT37W015EGE0EB82JQYAM","typescript-best-practices","TypeScript best practices. Use when reading or editing any .ts or .tsx file.","https:\u002F\u002Fgithub.com\u002Fbbishdotdev\u002Fai-tools\u002Fblob\u002Fmain\u002Fbstack\u002Fupstream\u002Fpstack\u002Fskills\u002Ftypescript-best-practices\u002FSKILL.md",[],[114,115,116,117,118,119,120,121,25,122],"typescript","typescript best practices","best practices","use","tsx","when","editing","file","reading",{"skillNo":124,"name":125,"nameZh":6,"description":126,"descriptionZh":6,"repositoryFullName":8,"ownerLogin":9,"ownerAvatarUrl":10,"ownerAccountNo":11,"ownerDisplayName":12,"repositoryNo":13,"starsCount":14,"licenseSpdxId":15,"licenseFileUrl":6,"sourceHtmlUrl":127,"categories":128,"keywords":140,"publishedAt":33},"01M71MT1092N34HQMGECW170JP","technical-writing","Layered technical-writing standard: Diátaxis structure, Google developer style sentences, STE instruction rules, Global English syntax. Use for \u002Ftechnical-writing or when writing or reviewing docs, RFCs, readmes, PR descriptions, or commit messages.","https:\u002F\u002Fgithub.com\u002Fbbishdotdev\u002Fai-tools\u002Fblob\u002Fmain\u002Fbstack\u002Fupstream\u002Fpstack\u002Fskills\u002Ftechnical-writing\u002FSKILL.md",[129,134,137],{"categoryNo":130,"categoryName":131,"taxonomyType":132,"taxonomyTypeDesc":133},"01JBSEEDCAT000000000000018","写作与文案","SCENARIO","使用场景",{"categoryNo":135,"categoryName":136,"taxonomyType":76,"taxonomyTypeDesc":77},"01JBSEEDCAT000000000000030","开发工程师",{"categoryNo":138,"categoryName":139,"taxonomyType":76,"taxonomyTypeDesc":77},"01JBSEEDCAT000000000000036","内容创作者",[141,106,142,143,144,145,146,147,148,149,119,150,151,117,25,152,125,153,154,155],"technical","technical writing","commit messages","google","syntax","style","structure","layered","english","commit","Rules","messages","for","pr","standard",{"skillNo":157,"name":158,"nameZh":6,"description":159,"descriptionZh":6,"repositoryFullName":8,"ownerLogin":9,"ownerAvatarUrl":10,"ownerAccountNo":11,"ownerDisplayName":12,"repositoryNo":13,"starsCount":14,"licenseSpdxId":15,"licenseFileUrl":6,"sourceHtmlUrl":160,"categories":161,"keywords":165,"publishedAt":33},"01M71MSYRMT7KZPQFY7A2ZHGMB","teach","Explain a body of work plainly so a person actually understands it. Runs the `how` and `why` skills and weaves what they find into one clear explanation. Use for 'teach me this', 'help me really understand X', 'explain this change or subsystem to me'.","https:\u002F\u002Fgithub.com\u002Fbbishdotdev\u002Fai-tools\u002Fblob\u002Fmain\u002Fbstack\u002Fupstream\u002Fpstack\u002Fskills\u002Fteach\u002FSKILL.md",[162],{"categoryNo":163,"categoryName":164,"taxonomyType":76,"taxonomyTypeDesc":77},"01JBSEEDCAT000000000000039","教师与教育",[158,153,79,166,167,168,90,169,170,31,171,172,117,173,174,25,175,176,69,177],"me","explanation","change","help","one","explain","body","teach me","understand","clear","person","find",{"skillNo":179,"name":180,"nameZh":6,"description":181,"descriptionZh":6,"repositoryFullName":8,"ownerLogin":9,"ownerAvatarUrl":10,"ownerAccountNo":11,"ownerDisplayName":12,"repositoryNo":13,"starsCount":14,"licenseSpdxId":15,"licenseFileUrl":6,"sourceHtmlUrl":182,"categories":183,"keywords":184,"publishedAt":33},"01M71MSWTVAEVMZAG7SMWFE1FE","tdd","Use only when the user explicitly asks for TDD, a failing test, or a regression test, OR when the bug has an obvious cheap local test target. Skip when the test path is unclear, expensive, integration-heavy, or not requested.","https:\u002F\u002Fgithub.com\u002Fbbishdotdev\u002Fai-tools\u002Fblob\u002Fmain\u002Fbstack\u002Fupstream\u002Fpstack\u002Fskills\u002Ftdd\u002FSKILL.md",[],[180,117,185,186,187,119,188,25,189,190,191,192,193,153,194,195],"path","user","regression test","only","local","failing","bug","integration","regression","target","test"]