[{"data":1,"prerenderedAt":-1},["ShallowReactive",2],{"skill:01M6DBNJQSYFFPXT1J0SSAMJFV":3,"skill-same:01M6DBNJQSYFFPXT1J0SSAMJFV":65},{"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":38,"linkOnly":39,"markdownContent":40,"markdownBody":41,"frontMatter":42,"refName":45,"commitSha":46,"skillDirectory":47,"forksCount":14,"repositoryHtmlUrl":48,"repositoryHomepageUrl":6,"ownerHtmlUrl":49,"ownerBlogUrl":6,"ownerDescription":6,"updatedAt":50,"install":51,"resources":64},"01M6DBNJQSYFFPXT1J0SSAMJFV","parallel-execution-optimizer",null,"Use when the user wants a task done much faster through parallel work, concurrent agents, batched tool calls, isolated worktrees, or many independent verification lanes without losing correctness.","Prekzursil\u002Fagent-skills-toolchain","Prekzursil","https:\u002F\u002Favatars.githubusercontent.com\u002Fu\u002F54636077?v=4","01M6DACZ1PCQHD99SCR1YXG28B","Andrei Mihai Visalon","01M6DACZ670WZF535V3WYYSS4Z",0,"MIT","https:\u002F\u002Fgithub.com\u002FPrekzursil\u002Fagent-skills-toolchain\u002Fblob\u002Fmain\u002F.agents\u002Fskills\u002Fparallel-execution-optimizer\u002FSKILL.md",[],[19,20,21,22,23,24,25,26,27,28,29,30,31,32,33,34,35,36,37],"execution","parallel execution optimizer","optimizer","parallel execution","parallel","grep","work","read","write","edit","user","use","tool","task done","worktrees","task","done","Bash","verification","2026-11-10 10:12:30",false,"---\nname: parallel-execution-optimizer\ndescription: Use when the user wants a task done much faster through parallel work, concurrent agents, batched tool calls, isolated worktrees, or many independent verification lanes without losing correctness.\norigin: ECC\ntools: Read, Write, Edit, Bash, Grep, Glob\n---\n\n# Parallel Execution Optimizer\n\nUse this skill when speed comes from doing independent work at the same time:\nrepo inspection, file reads, API checks, browser checks, build\u002Ftest lanes,\ndeploy readbacks, or multi-worktree implementation passes.\n\n## Core Pattern\n\nTurn urgency into a dependency graph before acting.\n\n1. Define the objective and done signal.\n2. Split work into lanes.\n3. Mark each lane as parallel, sequential, or gated.\n4. Run independent reads\u002Fchecks together.\n5. Keep writes isolated by file, worktree, branch, service, or dataset.\n6. Merge only after evidence shows the lanes are compatible.\n7. End with a verification table, not a vague speed claim.\n\n## Lane Matrix\n\nBefore a large push, write a compact matrix:\n\n```text\nLane | Can run in parallel? | Write surface | Risk | Verification\nRepo scan | yes | none | low | rg\u002Fgit status outputs\nBackend patch | maybe | src\u002Fapi | medium | unit tests\nFrontend patch | maybe | app\u002Fcomponents | medium | browser screenshot\nDeploy readback | after build | remote service | high | live URL + logs\n```\n\nOnly run lanes in parallel when their write surfaces do not collide.\n\n## Execution Rules\n\n- Batch file reads, searches, status checks, and metadata queries.\n- Use isolated worktrees for large unrelated implementation lanes.\n- Start long-running tests, builds, backfills, and deploys in separate sessions,\n  then poll them deliberately.\n- If a lane discovers a blocker that changes the plan, pause dependent lanes\n  and update the matrix.\n- Never let a background process outlive the turn unless the user explicitly\n  asked for a continuing service.\n- Do not parallelize destructive commands, migrations, writes to the same table,\n  or live customer-impacting deploys without an explicit gate.\n\n## Output Shape\n\nUse this when reporting:\n\n```text\nParallel execution result:\n- Lanes run: 5\n- Lanes completed: 4\n- Blocked lane: deploy readback, waiting on DNS propagation\n- Fast path found: batched repo scan + focused tests\n- Verification: lint pass, unit pass, live smoke pass\n```\n\n## Failure Modes\n\n- More concurrency that creates conflicting edits.\n- Benchmarking the tool instead of the task.\n- Treating \"fast\" as done before correctness is proven.\n- Forgetting to poll running sessions.\n- Hiding skipped checks behind a success summary.\n","# Parallel Execution Optimizer\n\nUse this skill when speed comes from doing independent work at the same time:\nrepo inspection, file reads, API checks, browser checks, build\u002Ftest lanes,\ndeploy readbacks, or multi-worktree implementation passes.\n\n## Core Pattern\n\nTurn urgency into a dependency graph before acting.\n\n1. Define the objective and done signal.\n2. Split work into lanes.\n3. Mark each lane as parallel, sequential, or gated.\n4. Run independent reads\u002Fchecks together.\n5. Keep writes isolated by file, worktree, branch, service, or dataset.\n6. Merge only after evidence shows the lanes are compatible.\n7. End with a verification table, not a vague speed claim.\n\n## Lane Matrix\n\nBefore a large push, write a compact matrix:\n\n```text\nLane | Can run in parallel? | Write surface | Risk | Verification\nRepo scan | yes | none | low | rg\u002Fgit status outputs\nBackend patch | maybe | src\u002Fapi | medium | unit tests\nFrontend patch | maybe | app\u002Fcomponents | medium | browser screenshot\nDeploy readback | after build | remote service | high | live URL + logs\n```\n\nOnly run lanes in parallel when their write surfaces do not collide.\n\n## Execution Rules\n\n- Batch file reads, searches, status checks, and metadata queries.\n- Use isolated worktrees for large unrelated implementation lanes.\n- Start long-running tests, builds, backfills, and deploys in separate sessions,\n  then poll them deliberately.\n- If a lane discovers a blocker that changes the plan, pause dependent lanes\n  and update the matrix.\n- Never let a background process outlive the turn unless the user explicitly\n  asked for a continuing service.\n- Do not parallelize destructive commands, migrations, writes to the same table,\n  or live customer-impacting deploys without an explicit gate.\n\n## Output Shape\n\nUse this when reporting:\n\n```text\nParallel execution result:\n- Lanes run: 5\n- Lanes completed: 4\n- Blocked lane: deploy readback, waiting on DNS propagation\n- Fast path found: batched repo scan + focused tests\n- Verification: lint pass, unit pass, live smoke pass\n```\n\n## Failure Modes\n\n- More concurrency that creates conflicting edits.\n- Benchmarking the tool instead of the task.\n- Treating \"fast\" as done before correctness is proven.\n- Forgetting to poll running sessions.\n- Hiding skipped checks behind a success summary.\n",{"name":5,"tools":43,"origin":44,"description":7},"Read, Write, Edit, Bash, Grep, Glob","ECC","main","a298c929b6cbd662e1fce54302ce520d5ceea1a5",".agents\u002Fskills\u002Fparallel-execution-optimizer","https:\u002F\u002Fgithub.com\u002FPrekzursil\u002Fagent-skills-toolchain","https:\u002F\u002Fgithub.com\u002FPrekzursil","2026-11-02 14:30:57",{"source":8,"skillName":5,"commands":52,"prompt":62,"zipAvailable":63},[53,56,59],{"tool":54,"command":55},"npx","npx skills add Prekzursil\u002Fagent-skills-toolchain --skill parallel-execution-optimizer",{"tool":57,"command":58},"bunx","bunx skills add Prekzursil\u002Fagent-skills-toolchain --skill parallel-execution-optimizer",{"tool":60,"command":61},"pnpm","pnpm dlx skills add Prekzursil\u002Fagent-skills-toolchain --skill parallel-execution-optimizer","安装技能，技能地址：https:\u002F\u002Fgithub.com\u002FPrekzursil\u002Fagent-skills-toolchain\u002Fblob\u002Fmain\u002F.agents\u002Fskills\u002Fparallel-execution-optimizer\u002FSKILL.md",true,[],[66,85,115,142,156,170],{"skillNo":67,"name":68,"nameZh":6,"description":69,"descriptionZh":6,"repositoryFullName":8,"ownerLogin":9,"ownerAvatarUrl":10,"ownerAccountNo":11,"ownerDisplayName":12,"repositoryNo":13,"starsCount":14,"licenseSpdxId":15,"licenseFileUrl":6,"sourceHtmlUrl":70,"categories":71,"keywords":72,"publishedAt":38},"01M6DF7D7478R55P46REYH4QAC","clarify-requirements","Resolve genuine pre-execution ambiguity by scanning repo context, generating 1-6 grounded options, and asking 1-3 focused questions via AskUserQuestion. NOT for mid-task use (injection risk); NOT when the goal is already unambiguous; use to disambiguate vague prompts before any file edits.","https:\u002F\u002Fgithub.com\u002FPrekzursil\u002Fagent-skills-toolchain\u002Fblob\u002Fmain\u002Ftools\u002Fworkspace-hooks\u002Fskills\u002Fclarify-requirements\u002FSKILL.md",[],[73,74,75,76,77,34,78,79,80,30,81,82,83,19,84],"clarify requirements","clarify","requirements","risk","options","prompts","goal","scanning","context","repo","injection","file",{"skillNo":86,"name":87,"nameZh":6,"description":88,"descriptionZh":6,"repositoryFullName":8,"ownerLogin":9,"ownerAvatarUrl":10,"ownerAccountNo":11,"ownerDisplayName":12,"repositoryNo":13,"starsCount":14,"licenseSpdxId":15,"licenseFileUrl":6,"sourceHtmlUrl":89,"categories":90,"keywords":96,"publishedAt":38},"01M6DF79CA4BHJS66J8EZDBPWJ","openmm-md","Run FREE, open-source, Windows-native GPU molecular dynamics via the openmm-md MCP (OpenMM + CUDA on the local NVIDIA GPU). Use for protein \u002F protein-ligand MD when you want a free stack or are on Windows without a Schrodinger license. Covers the full workflow (prepare, solvate, minimize, equilibrate, production, analyze, mmgbsa) AND an honest decision guide vs Schrodinger Desmond, including how to run Desmond legitimately on Linux or a cloud GPU with a real license. This is a deliberately LESSER free alternative and does NOT replace the schrodinger MCP tools. Do NOT use it to pick a free tool when a validated FEP+, WaterMap, IFD-MD, or Prime MM-GBSA result is actually required.","https:\u002F\u002Fgithub.com\u002FPrekzursil\u002Fagent-skills-toolchain\u002Fblob\u002Fmain\u002Ftools\u002Fmcp\u002Fopenmm-md-mcp\u002Fskill\u002Fopenmm-md\u002FSKILL.md",[91],{"categoryNo":92,"categoryName":93,"taxonomyType":94,"taxonomyTypeDesc":95},"01JBSEEDCAT000000000000023","Skill与智能体开发","SCENARIO","使用场景",[97,98,99,100,101,102,31,103,104,105,106,107,108,109,30,110,111,112,113,114],"openmm md","how","decision","pick","linux","analyze","stack","open","NVIDIA","gpu","license","workflow","windows","free","molecular dynamics","local","do","MCP",{"skillNo":116,"name":117,"nameZh":6,"description":118,"descriptionZh":6,"repositoryFullName":8,"ownerLogin":9,"ownerAvatarUrl":10,"ownerAccountNo":11,"ownerDisplayName":12,"repositoryNo":13,"starsCount":14,"licenseSpdxId":15,"licenseFileUrl":6,"sourceHtmlUrl":119,"categories":120,"keywords":127,"publishedAt":38},"01M6DF76C1MG85VEWP8VZCBNMN","visual-review","Take screenshots of web pages and UI using Playwright for visual review and iteration","https:\u002F\u002Fgithub.com\u002FPrekzursil\u002Fagent-skills-toolchain\u002Fblob\u002Fmain\u002Ftools\u002Feditor\u002Fmetaswarm\u002Fskills\u002Fvisual-review\u002FSKILL.md",[121,124],{"categoryNo":122,"categoryName":123,"taxonomyType":94,"taxonomyTypeDesc":95},"01JBSEEDCAT000000000000003","演示文稿",{"categoryNo":125,"categoryName":126,"taxonomyType":94,"taxonomyTypeDesc":95},"01JBSEEDCAT000000000000008","测试与质量",[128,129,130,131,132,133,134,135,136,137,98,138,139,140,141],"review","visual","visual review","pages","web","false","iteration","take","check","slides","ui","screenshot","playwright","screenshots",{"skillNo":143,"name":144,"nameZh":6,"description":145,"descriptionZh":6,"repositoryFullName":8,"ownerLogin":9,"ownerAvatarUrl":10,"ownerAccountNo":11,"ownerDisplayName":12,"repositoryNo":13,"starsCount":14,"licenseSpdxId":15,"licenseFileUrl":6,"sourceHtmlUrl":146,"categories":147,"keywords":148,"publishedAt":38},"01M6DF73AQVCBZKEN0YXEX9FXP","status","Diagnostic status report — shows metaswarm installation state, project setup, and potential issues","https:\u002F\u002Fgithub.com\u002FPrekzursil\u002Fagent-skills-toolchain\u002Fblob\u002Fmain\u002Ftools\u002Feditor\u002Fmetaswarm\u002Fskills\u002Fstatus\u002FSKILL.md",[],[144,149,150,151,152,153,154,155],"setup","report","project","installation","project setup","issues","state",{"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":163,"publishedAt":38},"01M6DF6X6C2XB0P6GX76P7TTYV","start","Use when starting work on any task, when the user mentions metaswarm, or when the user wants to begin tracked development work","https:\u002F\u002Fgithub.com\u002FPrekzursil\u002Fagent-skills-toolchain\u002Fblob\u002Fmain\u002Ftools\u002Feditor\u002Fmetaswarm\u002Fskills\u002Fstart\u002FSKILL.md",[162],{"categoryNo":92,"categoryName":93,"taxonomyType":94,"taxonomyTypeDesc":95},[158,164,34,165,166,167,30,29,25,168,169],"start issue","issue","ready","work on issue","work on","development",{"skillNo":171,"name":149,"nameZh":6,"description":172,"descriptionZh":6,"repositoryFullName":8,"ownerLogin":9,"ownerAvatarUrl":10,"ownerAccountNo":11,"ownerDisplayName":12,"repositoryNo":13,"starsCount":14,"licenseSpdxId":15,"licenseFileUrl":6,"sourceHtmlUrl":173,"categories":174,"keywords":175,"publishedAt":38},"01M6DF6QMJ9AJKFKHHKRT005PQ","Interactive project setup — detects your project, configures metaswarm, writes project-local files","https:\u002F\u002Fgithub.com\u002FPrekzursil\u002Fagent-skills-toolchain\u002Fblob\u002Fmain\u002Ftools\u002Feditor\u002Fmetaswarm\u002Fskills\u002Fsetup\u002FSKILL.md",[],[149,151,112,176,153,177],"files","interactive"]