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Audits the 12-layer agent stack for wrapper regression, memory pollution, tool discipline failures, hidden repair loops, and rendering corruption. Produces severity-ranked findings with code-first fixes. Essential for developers building agent applications, autonomous loops, or any LLM-powered feature.","https:\u002F\u002Fgithub.com\u002Fsakamoto-family-smile\u002Fagent_monorepo\u002Fblob\u002Fmain\u002F.claude\u002Fskills\u002Fecc\u002Fagent-architecture-audit\u002FSKILL.md",[273],{"categoryNo":214,"categoryName":215,"taxonomyType":53,"taxonomyTypeDesc":54},[275,276,277,278,279,280,281,282,283,284,285,286,287,288,289,290,291,292,293,294],"architecture","audit","agent architecture","agent architecture audit","architecture audit","memory","code","Bash","stack","regression","read","write","edit","autonomous","discipline","pollution","autonomous loops","rendering","LLM Applications","loops",{"skillNo":296,"name":297,"nameZh":13,"description":298,"descriptionZh":13,"repositoryFullName":233,"ownerLogin":234,"ownerAvatarUrl":235,"ownerAccountNo":236,"ownerDisplayName":13,"repositoryNo":237,"starsCount":206,"licenseSpdxId":238,"licenseFileUrl":13,"sourceHtmlUrl":299,"categories":300,"keywords":302,"publishedAt":228},"01M6KW86GPFYKN3CHM9P650Q5J","stable-diffusion-image-generation","State-of-the-art text-to-image generation with Stable Diffusion models via HuggingFace Diffusers. Use when generating images from text prompts, performing image-to-image translation, inpainting, or building custom diffusion pipelines.","https:\u002F\u002Fgithub.com\u002Fendman100\u002Fskill-router-nexus\u002Fblob\u002Fmain\u002FImage-Generation\u002Fstable-diffusion\u002Fstable-diffusion\u002FSKILL.md",[301],{"categoryNo":242,"categoryName":243,"taxonomyType":53,"taxonomyTypeDesc":54},[249,303,304,305,306,307,308,254,256,257,309,310,245,311,259,312,313,314,264,315,266],"Image Generation","Stable Diffusion","stable diffusion image generation","generation","diffusion","state","computer","use","images","translation","Accelerate","with","custom",{"skillNo":317,"name":297,"nameZh":13,"description":298,"descriptionZh":13,"repositoryFullName":233,"ownerLogin":234,"ownerAvatarUrl":235,"ownerAccountNo":236,"ownerDisplayName":13,"repositoryNo":237,"starsCount":206,"licenseSpdxId":238,"licenseFileUrl":13,"sourceHtmlUrl":318,"categories":319,"keywords":321,"publishedAt":228},"01M6KW818HKADREYKNFMMXQH13","https:\u002F\u002Fgithub.com\u002Fendman100\u002Fskill-router-nexus\u002Fblob\u002Fmain\u002FImage-Generation\u002Fstable-diffusion\u002FSKILL.md",[320],{"categoryNo":242,"categoryName":243,"taxonomyType":53,"taxonomyTypeDesc":54},[249,303,304,305,306,307,308,254,256,257,309,310,245,311,259,312,313,314,264,315,266],{"skillNo":323,"name":324,"nameZh":13,"description":325,"descriptionZh":13,"repositoryFullName":233,"ownerLogin":234,"ownerAvatarUrl":235,"ownerAccountNo":236,"ownerDisplayName":13,"repositoryNo":237,"starsCount":206,"licenseSpdxId":238,"licenseFileUrl":13,"sourceHtmlUrl":326,"categories":327,"keywords":330,"publishedAt":228},"01M6KVNF7BRJQRZKFYNQHQTAYV","share-github-pr","Use this plugin when the user wants to package an accepted plugin or artifact as a GitHub pull request for Open Design or another target repository.","https:\u002F\u002Fgithub.com\u002Fendman100\u002Fskill-router-nexus\u002Fblob\u002Fmain\u002FGitHub\u002Fopen-design-share-github-pr\u002FSKILL.md",[328,329],{"categoryNo":211,"categoryName":212,"taxonomyType":53,"taxonomyTypeDesc":54},{"categoryNo":16,"categoryName":17,"taxonomyType":6,"taxonomyTypeDesc":7},[152,331,332,333,334,220,335,336,337,338,339,340,341,342,310,343,344,345,227,346,266],"pr","share","github pr","share github pr","spec","plugin","pull request","pull","package","repository","open","user","artifact","open design","as","request",{"skillNo":348,"name":349,"nameZh":13,"description":350,"descriptionZh":13,"repositoryFullName":351,"ownerLogin":352,"ownerAvatarUrl":353,"ownerAccountNo":354,"ownerDisplayName":355,"repositoryNo":356,"starsCount":206,"licenseSpdxId":238,"licenseFileUrl":13,"sourceHtmlUrl":357,"categories":358,"keywords":362,"publishedAt":228},"01M6QX4VYYCRAN9CAVET42Y2AW","skill-architect","Design, create, audit, evaluate, package, and improve reusable agent skills and their target integrations. Use when turning workflows or runbooks into skills, refining skill triggering or instructions, adding skill evals, separating runtime packages from repository evidence, checking cross-client compatibility, or adapting a shared skill to a specific agent harness.","mark-groves\u002Fskills-nexus","mark-groves","https:\u002F\u002Favatars.githubusercontent.com\u002Fu\u002F149283429?v=4","01M6QX3FM1KX52BHYNRHSV4PF1","Mark Groves","01M6QX3FRGD4WAGTQH8JK6T7JK","https:\u002F\u002Fgithub.com\u002Fmark-groves\u002Fskills-nexus\u002Fblob\u002Fmain\u002Fplugins\u002Fskill-architect\u002Fskills\u002Fskill-architect\u002FSKILL.md",[359,360,361],{"categoryNo":211,"categoryName":212,"taxonomyType":53,"taxonomyTypeDesc":54},{"categoryNo":214,"categoryName":215,"taxonomyType":53,"taxonomyTypeDesc":54},{"categoryNo":16,"categoryName":17,"taxonomyType":6,"taxonomyTypeDesc":7},[363,364,220,365,366,367,368,217,339,369,370,218,310,371,372,373,374,375,376,266],"architect","skill architect","workflows","client compatibility","packages","create","improve","integrations","evidence","evals","reusable","shared","runtime","runbooks",{"skillNo":378,"name":379,"nameZh":13,"description":380,"descriptionZh":13,"repositoryFullName":351,"ownerLogin":352,"ownerAvatarUrl":353,"ownerAccountNo":354,"ownerDisplayName":355,"repositoryNo":356,"starsCount":206,"licenseSpdxId":238,"licenseFileUrl":13,"sourceHtmlUrl":381,"categories":382,"keywords":383,"publishedAt":228},"01M6QX4JAVCMR4PXNP4NPEPWH1","drawio-shapes","Extract and catalog draw.io shape libraries from the jgraph\u002Fdrawio GitHub repo. Use when the user asks to refresh provider catalogs, inspect available AWS, Azure, or GCP icons, update the shape library, or prepare downstream shape artifacts for another skill.","https:\u002F\u002Fgithub.com\u002Fmark-groves\u002Fskills-nexus\u002Fblob\u002Fmain\u002Fplugins\u002Fdrawio\u002Fskills\u002Fdrawio-shapes\u002FSKILL.md",[],[384,385,152,386,387,388,389,390,391,392,393,394,310,395,396,397,398,227,399,266],"drawio","drawio shapes","azure","libraries","update","icons","artifacts","gcp","repo","refresh","catalog","provider","another skill","io","inspect","github repo",{"skillNo":401,"name":402,"nameZh":13,"description":403,"descriptionZh":13,"repositoryFullName":351,"ownerLogin":352,"ownerAvatarUrl":353,"ownerAccountNo":354,"ownerDisplayName":355,"repositoryNo":356,"starsCount":206,"licenseSpdxId":238,"licenseFileUrl":13,"sourceHtmlUrl":404,"categories":405,"keywords":406,"publishedAt":228},"01M6QX4BR2FWG8V3QSGCSX80NC","cloud-diagram","Generate cloud architecture diagrams as `.drawio` files. 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Use when a task needs the example skill contract.","https:\u002F\u002Fgithub.com\u002Fmark-groves\u002Fskills-nexus\u002Fblob\u002Fmain\u002Fevals\u002Fskill-architect\u002Ffixtures\u002Frepo-contract\u002Fskills\u002Fexample\u002FSKILL.md",[],[422,427,339,340,428,310,429,430,374,375,431,266],"example skill","eval","task","conventions","contract",{"skillNo":433,"name":434,"nameZh":13,"description":435,"descriptionZh":13,"repositoryFullName":351,"ownerLogin":352,"ownerAvatarUrl":353,"ownerAccountNo":354,"ownerDisplayName":355,"repositoryNo":356,"starsCount":206,"licenseSpdxId":238,"licenseFileUrl":13,"sourceHtmlUrl":436,"categories":437,"keywords":438,"publishedAt":228},"01M6QX46PRN4GF9TKZRPDP8HNB","release-notes","Helps with release notes.","https:\u002F\u002Fgithub.com\u002Fmark-groves\u002Fskills-nexus\u002Fblob\u002Fmain\u002Fevals\u002Fskill-architect\u002Ffixtures\u002Frelease-notes-skill\u002Fskills\u002Frelease-notes\u002FSKILL.md",[],[439,440,441,314],"notes","release notes","release",{"skillNo":443,"name":444,"nameZh":13,"description":445,"descriptionZh":13,"repositoryFullName":351,"ownerLogin":352,"ownerAvatarUrl":353,"ownerAccountNo":354,"ownerDisplayName":355,"repositoryNo":356,"starsCount":206,"licenseSpdxId":238,"licenseFileUrl":13,"sourceHtmlUrl":446,"categories":447,"keywords":451,"publishedAt":228},"01M6QX3PWVFVTCTWTZ2NK024FQ","pdf-processing","Helps with PDF files.","https:\u002F\u002Fgithub.com\u002Fmark-groves\u002Fskills-nexus\u002Fblob\u002Fmain\u002Fevals\u002Fskill-architect\u002Ffixtures\u002Fpdf-skill\u002Fskills\u002Fpdf-processing\u002FSKILL.md",[448],{"categoryNo":449,"categoryName":450,"taxonomyType":53,"taxonomyTypeDesc":54},"01JBSEEDCAT000000000000002","文档处理",[452,453,454,282,285,417,314],"PDF","pdf processing","processing",{"skillNo":456,"name":457,"nameZh":13,"description":458,"descriptionZh":13,"repositoryFullName":351,"ownerLogin":352,"ownerAvatarUrl":353,"ownerAccountNo":354,"ownerDisplayName":355,"repositoryNo":356,"starsCount":206,"licenseSpdxId":238,"licenseFileUrl":13,"sourceHtmlUrl":459,"categories":460,"keywords":461,"publishedAt":228},"01M6QX3JGZ91NTE8RA566GMX17","release-helper","Prepare and publish release notes for repository releases.","https:\u002F\u002Fgithub.com\u002Fmark-groves\u002Fskills-nexus\u002Fblob\u002Fmain\u002Fevals\u002Fskill-architect\u002Ffixtures\u002Fcapability-review\u002Fskills\u002Frelease-helper\u002FSKILL.md",[],[441,462,463,464,439,440,340,465,466,227],"helper","release helper","prepare","publish","releases",{"skillNo":468,"name":469,"nameZh":13,"description":470,"descriptionZh":13,"repositoryFullName":233,"ownerLogin":234,"ownerAvatarUrl":235,"ownerAccountNo":236,"ownerDisplayName":13,"repositoryNo":237,"starsCount":206,"licenseSpdxId":238,"licenseFileUrl":13,"sourceHtmlUrl":471,"categories":472,"keywords":479,"publishedAt":228},"01M6KTYWH957ASEGE8M5V4YWR7","create-video-storyboard","Use this plugin when the user wants a video concept, storyboard, shot list, prompt pack, or render-ready motion brief for a product, campaign, or explainer.","https:\u002F\u002Fgithub.com\u002Fendman100\u002Fskill-router-nexus\u002Fblob\u002Fmain\u002FEmail-Marketing\u002Fopen-design-create-video-storyboard\u002FSKILL.md",[473,474,475,478],{"categoryNo":211,"categoryName":212,"taxonomyType":53,"taxonomyTypeDesc":54},{"categoryNo":242,"categoryName":243,"taxonomyType":53,"taxonomyTypeDesc":54},{"categoryNo":476,"categoryName":477,"taxonomyType":53,"taxonomyTypeDesc":54},"01JBSEEDCAT000000000000019","营销推广",{"categoryNo":37,"categoryName":38,"taxonomyType":6,"taxonomyTypeDesc":7},[368,480,481,482,483,220,335,336,484,485,341,486,487,310,488,489,490,491,492,227,266],"Video","storyboard","create video","create video storyboard","product","brief","explainer","prompt","ready","campaign","motion","render","concept",{"skillNo":494,"name":495,"nameZh":13,"description":496,"descriptionZh":13,"repositoryFullName":233,"ownerLogin":234,"ownerAvatarUrl":235,"ownerAccountNo":236,"ownerDisplayName":13,"repositoryNo":237,"starsCount":206,"licenseSpdxId":207,"licenseFileUrl":13,"sourceHtmlUrl":497,"categories":498,"keywords":499,"publishedAt":228},"01M6KTV30JEV9ZAHV9E9YBTCRT","returns-reverse-logistics","Codified expertise for returns authorization, receipt and inspection, disposition decisions, refund processing, fraud detection, and warranty claims management. Informed by returns operations managers with 15+ years experience. Includes grading frameworks, disposition economics, fraud pattern recognition, and vendor recovery processes. Use when handling product returns, reverse logistics, refund decisions, return fraud detection, or warranty claims.","https:\u002F\u002Fgithub.com\u002Fendman100\u002Fskill-router-nexus\u002Fblob\u002Fmain\u002FE-commerce-and-Logistics\u002Freturns-reverse-logistics\u002FSKILL.md",[],[500,501,502,503,281,484,504,310,505,506,507,508,509,454,510,511,512,227,513,514,266,515],"returns","returns reverse logistics","reverse logistics","reverse","decisions","claims management","frameworks","fraud detection","pattern","grading","economics","managers","claims","expertise","refund","inspection",{"skillNo":517,"name":518,"nameZh":13,"description":519,"descriptionZh":13,"repositoryFullName":233,"ownerLogin":234,"ownerAvatarUrl":235,"ownerAccountNo":236,"ownerDisplayName":13,"repositoryNo":237,"starsCount":206,"licenseSpdxId":207,"licenseFileUrl":13,"sourceHtmlUrl":520,"categories":521,"keywords":522,"publishedAt":228},"01M6KTTPEGB9KK5HHC86HYBKDW","quality-nonconformance","Codified expertise for quality control, non-conformance investigation, root cause analysis, corrective action, and supplier quality management in regulated manufacturing. Informed by quality engineers with 15+ years experience across FDA, IATF 16949, and AS9100 environments. Includes NCR lifecycle management, CAPA systems, SPC interpretation, and audit methodology. Use when investigating non-conformances, performing root cause analysis, managing CAPAs, interpreting SPC data, or handling supplier quality issues.","https:\u002F\u002Fgithub.com\u002Fendman100\u002Fskill-router-nexus\u002Fblob\u002Fmain\u002FE-commerce-and-Logistics\u002Fquality-nonconformance\u002FSKILL.md",[],[523,524,525,281,526,276,527,528,529,310,530,531,532,419,533,534,226,535,227,513,536,266],"quality","quality nonconformance","interpretation","issues","data","lifecycle","analysis","audit methodology","across","manufacturing","corrective action","supplier quality management","conformance","root cause",{"skillNo":538,"name":539,"nameZh":13,"description":540,"descriptionZh":13,"repositoryFullName":233,"ownerLogin":234,"ownerAvatarUrl":235,"ownerAccountNo":236,"ownerDisplayName":13,"repositoryNo":237,"starsCount":206,"licenseSpdxId":207,"licenseFileUrl":13,"sourceHtmlUrl":541,"categories":542,"keywords":543,"publishedAt":228},"01M6KTTGRQBGC0GBNTKQJB8DVA","production-scheduling","Codified expertise for production scheduling, job sequencing, line balancing, changeover optimization, and bottleneck resolution in discrete and batch manufacturing. Informed by production schedulers with 15+ years experience. Includes TOC\u002Fdrum-buffer-rope, SMED, OEE analysis, disruption response frameworks, and ERP\u002FMES interaction patterns. Use when scheduling production, resolving bottlenecks, optimizing changeovers, responding to disruptions, or balancing manufacturing lines.","https:\u002F\u002Fgithub.com\u002Fendman100\u002Fskill-router-nexus\u002Fblob\u002Fmain\u002FE-commerce-and-Logistics\u002Fproduction-scheduling\u002FSKILL.md",[],[544,545,546,281,547,548,529,549,550,310,551,552,506,553,554,555,532,556,227,513,266],"Production","production scheduling","scheduling","batch","Optimization","erp","bottleneck","toc","patterns","line","interaction","sequencing","buffer",{"skillNo":558,"name":559,"nameZh":13,"description":560,"descriptionZh":13,"repositoryFullName":233,"ownerLogin":234,"ownerAvatarUrl":235,"ownerAccountNo":236,"ownerDisplayName":13,"repositoryNo":237,"starsCount":206,"licenseSpdxId":207,"licenseFileUrl":13,"sourceHtmlUrl":561,"categories":562,"keywords":563,"publishedAt":228},"01M6KTT0M7QBNRVS3D17DX9RQ8","logistics-exception-management","Codified expertise for handling freight exceptions, shipment delays, damages, losses, and carrier disputes. Informed by logistics professionals with 15+ years operational experience. Includes escalation protocols, carrier-specific behaviors, claims procedures, and judgment frameworks. Use when handling shipping exceptions, freight claims, delivery issues, or carrier disputes.","https:\u002F\u002Fgithub.com\u002Fendman100\u002Fskill-router-nexus\u002Fblob\u002Fmain\u002FE-commerce-and-Logistics\u002Flogistics-exception-management\u002FSKILL.md",[],[564,565,152,281,566,526,567,568,569,310,506,570,571,572,314,512,227,513,573,266],"management","logistics exception management","shipping","protocols","https","escalation","delivery","claude-code","judgment","freight",10869,18]