[{"data":1,"prerenderedAt":-1},["ShallowReactive",2],{"skill-atlassian-twg-agentic-search":3,"mdc-4ooye2-key":40,"related-org-atlassian-twg-agentic-search":438,"related-repo-atlassian-twg-agentic-search":619},{"slug":4,"name":4,"fn":5,"description":6,"org":7,"tags":11,"stars":23,"repoUrl":24,"updatedAt":25,"license":26,"forks":27,"topics":28,"repo":35,"sourceUrl":38,"mdContent":39},"twg-agentic-search","perform iterative enterprise knowledge search","Use with root `twg` for deep iterative enterprise\u002Fcompany knowledge search and internal research with Rovo Search across connected apps\u002Fconnectors including Confluence, Jira, Drive, Slack, Bitbucket, and GitHub.\n",{"slug":8,"name":9,"logoUrl":10,"githubOrg":8},"atlassian","Atlassian","https:\u002F\u002Fpexgzepcugksgbtrxkhf.supabase.co\u002Fstorage\u002Fv1\u002Fobject\u002Fpublic\u002Forg-logos\u002Fatlassian.png",[12,16,19,22],{"name":13,"slug":14,"type":15},"Research","research","tag",{"name":17,"slug":18,"type":15},"Enterprise Search","enterprise-search",{"name":20,"slug":21,"type":15},"Knowledge Management","knowledge-management",{"name":9,"slug":8,"type":15},6,"https:\u002F\u002Fgithub.com\u002Fatlassian\u002Ftwg-cli","2026-07-25T05:56:27.582838",null,0,[29,8,30,31,32,33,34],"agents","claude","cli","codex","teamwork-graph","twg",{"repoUrl":24,"stars":23,"forks":27,"topics":36,"description":37},[29,8,30,31,32,33,34],"Public home for Atlassian Teamwork Graph CLI users, release notes, issue tracking, agent skills, and marketplace plugin integration notes.","https:\u002F\u002Fgithub.com\u002Fatlassian\u002Ftwg-cli\u002Ftree\u002FHEAD\u002Fskills\u002Ftwg-agentic-search","---\nname: twg-agentic-search\ndescription: >\n  Use with root `twg` for deep iterative enterprise\u002Fcompany knowledge search and\n  internal research with Rovo Search across connected apps\u002Fconnectors including\n  Confluence, Jira, Drive, Slack, Bitbucket, and GitHub.\n---\n\n# twg-agentic-search\n\nUse together with the root `twg` skill. Exact command grammar comes from live\n`twg help`, especially `twg help describe \"rovo search\"` when filter or output\noptions matter.\n\n## CLI launcher fallback\n\nRun `twg \u003Ccommand>`. On shell `command not found`, use `$HOME\u002F.local\u002Fbin\u002Ftwg`\n(macOS\u002FLinux) \u002F `$env:LOCALAPPDATA\\Programs\\twg\\bin\\twg.exe` (PowerShell), then\ntell user to add that directory to PATH. Do not treat auth or command errors as\nPATH failures.\n\n## Workflow\n\n1. Classify the request as fuzzy or cross-product internal research. Prefer this\n   skill when the source is unclear, current company knowledge is needed, or the\n   answer may span Confluence, Jira, Drive, Slack, Bitbucket, GitHub, or other\n   Rovo-connected apps.\n2. Confirm or infer the Atlassian site. Ask only when no configured or explicit\n   site is available and the ambiguity would change the search.\n3. If app\u002Fsource availability changes the plan, run\n   `twg rovo list-apps -o json` or `twg search list-apps -o json`. Use the\n   returned built-ins, connectors, readiness, and auth\u002Fsetup actions to decide\n   scope; do not start setup or login unless the user asked for it.\n4. Start with one query that combines the concrete topic with the requested\n   artifact or decision type. Use at most one canonical\u002Fauthoritative or\n   recent\u002Fupdate-oriented refinement when the first result set mixes scopes,\n   lacks primary sources, or misses the requested time signal. Do not fan out\n   exact-title searches for every candidate already returned by the primary\n   query.\n5. Choose filters deliberately. Default to Confluence and Jira built-ins for\n   official\u002Finternal knowledge. Broaden to Slack, Google Drive, Bitbucket,\n   GitHub, or other connectors only when useful and available. Use app, type,\n   recency, owner\u002Fcontributor\u002Fassignee\u002Freporter\u002Fstatus, title-only, label\u002Fspace,\n   and site filters when they narrow evidence without hiding likely answers.\n6. Search with bounded output:\n\n```bash\ntwg rovo search \"\u003Cquery>\" --output json --output-summary auto --agent-fields @compact\ntwg rovo search \"\u003Cquery>\" --output json --output-summary auto --agent-fields @evidence\n```\n\nUse `@compact` to shortlist candidates and `@evidence` when snippets, URLs, and\nprovenance need more detail.\n\n## Evidence Rules\n\n- Treat search snippets as candidates, not facts.\n- Hydrate a small, diverse primary-source set before final claims. For document\n  discovery, cover distinct roles such as requirements, architecture\u002Fdesign,\n  and current delivery rather than redundant pages. Use product-native\n  commands such as `twg confluence content get`, `twg jira workitem get`,\n  `twg jira workitem query`, `twg bb prs`, `twg bb repo`, or the relevant\n  product command for the result URL\u002Ftype.\n- For document or PRD discovery, select at most five sources across those roles.\n  Hydrate one source per role unless a material conflict requires a second.\n  Stop once the roles, current delivery, and important conflicts are supported,\n  even when search returns more candidates.\n- Prefer official spaces, owned project pages, current Jira issues, and recent\n  decision records over personal drafts or stale chat mentions, unless the user\n  explicitly asked for informal signal.\n- Compare hydrated evidence for conflicts, recency, ownership, and authority.\n- Do not rerun an `@evidence` search for a candidate that can be hydrated through\n  its product-native URL or ID, and do not refetch one source under another\n  projection.\n  Call out ACL gaps, unavailable connectors, low recall, and unresolved\n  contradictions instead of flattening them into a single claim.\n\n## Output\n\nLead with the answer or best-supported conclusion. Cite hydrated titles\u002FURLs and\ninclude the source app, date or status when available, and why each source was\ntrusted. Separate confirmed facts, likely interpretations, conflicts, and gaps.\n",{"data":41,"body":42},{"name":4,"description":6},{"type":43,"children":44},"root",[45,52,82,89,126,132,183,315,336,342,421,427,432],{"type":46,"tag":47,"props":48,"children":49},"element","h1",{"id":4},[50],{"type":51,"value":4},"text",{"type":46,"tag":53,"props":54,"children":55},"p",{},[56,58,64,66,72,74,80],{"type":51,"value":57},"Use together with the root ",{"type":46,"tag":59,"props":60,"children":62},"code",{"className":61},[],[63],{"type":51,"value":34},{"type":51,"value":65}," skill. Exact command grammar comes from live\n",{"type":46,"tag":59,"props":67,"children":69},{"className":68},[],[70],{"type":51,"value":71},"twg help",{"type":51,"value":73},", especially ",{"type":46,"tag":59,"props":75,"children":77},{"className":76},[],[78],{"type":51,"value":79},"twg help describe \"rovo search\"",{"type":51,"value":81}," when filter or output\noptions matter.",{"type":46,"tag":83,"props":84,"children":86},"h2",{"id":85},"cli-launcher-fallback",[87],{"type":51,"value":88},"CLI launcher fallback",{"type":46,"tag":53,"props":90,"children":91},{},[92,94,100,102,108,110,116,118,124],{"type":51,"value":93},"Run ",{"type":46,"tag":59,"props":95,"children":97},{"className":96},[],[98],{"type":51,"value":99},"twg \u003Ccommand>",{"type":51,"value":101},". On shell ",{"type":46,"tag":59,"props":103,"children":105},{"className":104},[],[106],{"type":51,"value":107},"command not found",{"type":51,"value":109},", use ",{"type":46,"tag":59,"props":111,"children":113},{"className":112},[],[114],{"type":51,"value":115},"$HOME\u002F.local\u002Fbin\u002Ftwg",{"type":51,"value":117},"\n(macOS\u002FLinux) \u002F ",{"type":46,"tag":59,"props":119,"children":121},{"className":120},[],[122],{"type":51,"value":123},"$env:LOCALAPPDATA\\Programs\\twg\\bin\\twg.exe",{"type":51,"value":125}," (PowerShell), then\ntell user to add that directory to PATH. Do not treat auth or command errors as\nPATH failures.",{"type":46,"tag":83,"props":127,"children":129},{"id":128},"workflow",[130],{"type":51,"value":131},"Workflow",{"type":46,"tag":133,"props":134,"children":135},"ol",{},[136,142,147,168,173,178],{"type":46,"tag":137,"props":138,"children":139},"li",{},[140],{"type":51,"value":141},"Classify the request as fuzzy or cross-product internal research. Prefer this\nskill when the source is unclear, current company knowledge is needed, or the\nanswer may span Confluence, Jira, Drive, Slack, Bitbucket, GitHub, or other\nRovo-connected apps.",{"type":46,"tag":137,"props":143,"children":144},{},[145],{"type":51,"value":146},"Confirm or infer the Atlassian site. Ask only when no configured or explicit\nsite is available and the ambiguity would change the search.",{"type":46,"tag":137,"props":148,"children":149},{},[150,152,158,160,166],{"type":51,"value":151},"If app\u002Fsource availability changes the plan, run\n",{"type":46,"tag":59,"props":153,"children":155},{"className":154},[],[156],{"type":51,"value":157},"twg rovo list-apps -o json",{"type":51,"value":159}," or ",{"type":46,"tag":59,"props":161,"children":163},{"className":162},[],[164],{"type":51,"value":165},"twg search list-apps -o json",{"type":51,"value":167},". Use the\nreturned built-ins, connectors, readiness, and auth\u002Fsetup actions to decide\nscope; do not start setup or login unless the user asked for it.",{"type":46,"tag":137,"props":169,"children":170},{},[171],{"type":51,"value":172},"Start with one query that combines the concrete topic with the requested\nartifact or decision type. Use at most one canonical\u002Fauthoritative or\nrecent\u002Fupdate-oriented refinement when the first result set mixes scopes,\nlacks primary sources, or misses the requested time signal. Do not fan out\nexact-title searches for every candidate already returned by the primary\nquery.",{"type":46,"tag":137,"props":174,"children":175},{},[176],{"type":51,"value":177},"Choose filters deliberately. Default to Confluence and Jira built-ins for\nofficial\u002Finternal knowledge. Broaden to Slack, Google Drive, Bitbucket,\nGitHub, or other connectors only when useful and available. Use app, type,\nrecency, owner\u002Fcontributor\u002Fassignee\u002Freporter\u002Fstatus, title-only, label\u002Fspace,\nand site filters when they narrow evidence without hiding likely answers.",{"type":46,"tag":137,"props":179,"children":180},{},[181],{"type":51,"value":182},"Search with bounded output:",{"type":46,"tag":184,"props":185,"children":190},"pre",{"className":186,"code":187,"language":188,"meta":189,"style":189},"language-bash shiki shiki-themes material-theme-lighter material-theme material-theme-palenight","twg rovo search \"\u003Cquery>\" --output json --output-summary auto --agent-fields @compact\ntwg rovo search \"\u003Cquery>\" --output json --output-summary auto --agent-fields @evidence\n","bash","",[191],{"type":46,"tag":59,"props":192,"children":193},{"__ignoreMap":189},[194,262],{"type":46,"tag":195,"props":196,"children":199},"span",{"class":197,"line":198},"line",1,[200,205,211,216,222,227,232,237,242,247,252,257],{"type":46,"tag":195,"props":201,"children":203},{"style":202},"--shiki-light:#E2931D;--shiki-default:#FFCB6B;--shiki-dark:#FFCB6B",[204],{"type":51,"value":34},{"type":46,"tag":195,"props":206,"children":208},{"style":207},"--shiki-light:#91B859;--shiki-default:#C3E88D;--shiki-dark:#C3E88D",[209],{"type":51,"value":210}," rovo",{"type":46,"tag":195,"props":212,"children":213},{"style":207},[214],{"type":51,"value":215}," search",{"type":46,"tag":195,"props":217,"children":219},{"style":218},"--shiki-light:#39ADB5;--shiki-default:#89DDFF;--shiki-dark:#89DDFF",[220],{"type":51,"value":221}," \"",{"type":46,"tag":195,"props":223,"children":224},{"style":207},[225],{"type":51,"value":226},"\u003Cquery>",{"type":46,"tag":195,"props":228,"children":229},{"style":218},[230],{"type":51,"value":231},"\"",{"type":46,"tag":195,"props":233,"children":234},{"style":207},[235],{"type":51,"value":236}," --output",{"type":46,"tag":195,"props":238,"children":239},{"style":207},[240],{"type":51,"value":241}," json",{"type":46,"tag":195,"props":243,"children":244},{"style":207},[245],{"type":51,"value":246}," --output-summary",{"type":46,"tag":195,"props":248,"children":249},{"style":207},[250],{"type":51,"value":251}," auto",{"type":46,"tag":195,"props":253,"children":254},{"style":207},[255],{"type":51,"value":256}," --agent-fields",{"type":46,"tag":195,"props":258,"children":259},{"style":207},[260],{"type":51,"value":261}," @compact\n",{"type":46,"tag":195,"props":263,"children":265},{"class":197,"line":264},2,[266,270,274,278,282,286,290,294,298,302,306,310],{"type":46,"tag":195,"props":267,"children":268},{"style":202},[269],{"type":51,"value":34},{"type":46,"tag":195,"props":271,"children":272},{"style":207},[273],{"type":51,"value":210},{"type":46,"tag":195,"props":275,"children":276},{"style":207},[277],{"type":51,"value":215},{"type":46,"tag":195,"props":279,"children":280},{"style":218},[281],{"type":51,"value":221},{"type":46,"tag":195,"props":283,"children":284},{"style":207},[285],{"type":51,"value":226},{"type":46,"tag":195,"props":287,"children":288},{"style":218},[289],{"type":51,"value":231},{"type":46,"tag":195,"props":291,"children":292},{"style":207},[293],{"type":51,"value":236},{"type":46,"tag":195,"props":295,"children":296},{"style":207},[297],{"type":51,"value":241},{"type":46,"tag":195,"props":299,"children":300},{"style":207},[301],{"type":51,"value":246},{"type":46,"tag":195,"props":303,"children":304},{"style":207},[305],{"type":51,"value":251},{"type":46,"tag":195,"props":307,"children":308},{"style":207},[309],{"type":51,"value":256},{"type":46,"tag":195,"props":311,"children":312},{"style":207},[313],{"type":51,"value":314}," @evidence\n",{"type":46,"tag":53,"props":316,"children":317},{},[318,320,326,328,334],{"type":51,"value":319},"Use ",{"type":46,"tag":59,"props":321,"children":323},{"className":322},[],[324],{"type":51,"value":325},"@compact",{"type":51,"value":327}," to shortlist candidates and ",{"type":46,"tag":59,"props":329,"children":331},{"className":330},[],[332],{"type":51,"value":333},"@evidence",{"type":51,"value":335}," when snippets, URLs, and\nprovenance need more detail.",{"type":46,"tag":83,"props":337,"children":339},{"id":338},"evidence-rules",[340],{"type":51,"value":341},"Evidence Rules",{"type":46,"tag":343,"props":344,"children":345},"ul",{},[346,351,394,399,404,409],{"type":46,"tag":137,"props":347,"children":348},{},[349],{"type":51,"value":350},"Treat search snippets as candidates, not facts.",{"type":46,"tag":137,"props":352,"children":353},{},[354,356,362,364,370,372,378,379,385,386,392],{"type":51,"value":355},"Hydrate a small, diverse primary-source set before final claims. For document\ndiscovery, cover distinct roles such as requirements, architecture\u002Fdesign,\nand current delivery rather than redundant pages. Use product-native\ncommands such as ",{"type":46,"tag":59,"props":357,"children":359},{"className":358},[],[360],{"type":51,"value":361},"twg confluence content get",{"type":51,"value":363},", ",{"type":46,"tag":59,"props":365,"children":367},{"className":366},[],[368],{"type":51,"value":369},"twg jira workitem get",{"type":51,"value":371},",\n",{"type":46,"tag":59,"props":373,"children":375},{"className":374},[],[376],{"type":51,"value":377},"twg jira workitem query",{"type":51,"value":363},{"type":46,"tag":59,"props":380,"children":382},{"className":381},[],[383],{"type":51,"value":384},"twg bb prs",{"type":51,"value":363},{"type":46,"tag":59,"props":387,"children":389},{"className":388},[],[390],{"type":51,"value":391},"twg bb repo",{"type":51,"value":393},", or the relevant\nproduct command for the result URL\u002Ftype.",{"type":46,"tag":137,"props":395,"children":396},{},[397],{"type":51,"value":398},"For document or PRD discovery, select at most five sources across those roles.\nHydrate one source per role unless a material conflict requires a second.\nStop once the roles, current delivery, and important conflicts are supported,\neven when search returns more candidates.",{"type":46,"tag":137,"props":400,"children":401},{},[402],{"type":51,"value":403},"Prefer official spaces, owned project pages, current Jira issues, and recent\ndecision records over personal drafts or stale chat mentions, unless the user\nexplicitly asked for informal signal.",{"type":46,"tag":137,"props":405,"children":406},{},[407],{"type":51,"value":408},"Compare hydrated evidence for conflicts, recency, ownership, and authority.",{"type":46,"tag":137,"props":410,"children":411},{},[412,414,419],{"type":51,"value":413},"Do not rerun an ",{"type":46,"tag":59,"props":415,"children":417},{"className":416},[],[418],{"type":51,"value":333},{"type":51,"value":420}," search for a candidate that can be hydrated through\nits product-native URL or ID, and do not refetch one source under another\nprojection.\nCall out ACL gaps, unavailable connectors, low recall, and unresolved\ncontradictions instead of flattening them into a single claim.",{"type":46,"tag":83,"props":422,"children":424},{"id":423},"output",[425],{"type":51,"value":426},"Output",{"type":46,"tag":53,"props":428,"children":429},{},[430],{"type":51,"value":431},"Lead with the answer or best-supported conclusion. Cite hydrated titles\u002FURLs and\ninclude the source app, date or status when available, and why each source was\ntrusted. Separate confirmed facts, likely interpretations, conflicts, and gaps.",{"type":46,"tag":433,"props":434,"children":435},"style",{},[436],{"type":51,"value":437},"html .light .shiki span {color: var(--shiki-light);background: var(--shiki-light-bg);font-style: var(--shiki-light-font-style);font-weight: var(--shiki-light-font-weight);text-decoration: var(--shiki-light-text-decoration);}html.light .shiki span {color: var(--shiki-light);background: var(--shiki-light-bg);font-style: var(--shiki-light-font-style);font-weight: var(--shiki-light-font-weight);text-decoration: var(--shiki-light-text-decoration);}html .default .shiki span {color: var(--shiki-default);background: var(--shiki-default-bg);font-style: var(--shiki-default-font-style);font-weight: var(--shiki-default-font-weight);text-decoration: var(--shiki-default-text-decoration);}html .shiki span {color: var(--shiki-default);background: var(--shiki-default-bg);font-style: var(--shiki-default-font-style);font-weight: var(--shiki-default-font-weight);text-decoration: var(--shiki-default-text-decoration);}html .dark .shiki span {color: var(--shiki-dark);background: var(--shiki-dark-bg);font-style: var(--shiki-dark-font-style);font-weight: var(--shiki-dark-font-weight);text-decoration: var(--shiki-dark-text-decoration);}html.dark .shiki span {color: var(--shiki-dark);background: var(--shiki-dark-bg);font-style: var(--shiki-dark-font-style);font-weight: var(--shiki-dark-font-weight);text-decoration: var(--shiki-dark-text-decoration);}",{"items":439,"total":618},[440,461,479,496,507,518,533,551,566,580,594,604],{"slug":441,"name":441,"fn":442,"description":443,"org":444,"tags":445,"stars":458,"repoUrl":459,"updatedAt":460},"capture-tasks-from-meeting-notes","create Jira tasks from meeting notes","Analyze meeting notes to find action items and create Jira tasks for assigned work. When an agent needs to: (1) Create Jira tasks or tickets from meeting notes, (2) Extract or find action items from notes or Confluence pages, (3) Parse meeting notes for assigned tasks, or (4) Analyze notes and generate tasks for team members. Identifies assignees, looks up account IDs, and creates tasks with proper context.",{"slug":8,"name":9,"logoUrl":10,"githubOrg":8},[446,449,452,455],{"name":447,"slug":448,"type":15},"Automation","automation",{"name":450,"slug":451,"type":15},"Jira","jira",{"name":453,"slug":454,"type":15},"Meetings","meetings",{"name":456,"slug":457,"type":15},"Task Management","task-management",848,"https:\u002F\u002Fgithub.com\u002Fatlassian\u002Fatlassian-mcp-server","2026-07-12T07:58:45.323861",{"slug":462,"name":462,"fn":463,"description":464,"org":465,"tags":466,"stars":458,"repoUrl":459,"updatedAt":478},"generate-status-report","generate project status reports for Confluence","Generate project status reports from Jira issues and publish to Confluence. When an agent needs to: (1) Create a status report for a project, (2) Summarize project progress or updates, (3) Generate weekly\u002Fdaily reports from Jira, (4) Publish status summaries to Confluence, or (5) Analyze project blockers and completion. Queries Jira issues, categorizes by status\u002Fpriority, and creates formatted reports for delivery managers and executives.",{"slug":8,"name":9,"logoUrl":10,"githubOrg":8},[467,468,471,472,475],{"name":9,"slug":8,"type":15},{"name":469,"slug":470,"type":15},"Confluence","confluence",{"name":450,"slug":451,"type":15},{"name":473,"slug":474,"type":15},"Project Management","project-management",{"name":476,"slug":477,"type":15},"Reporting","reporting","2026-07-12T07:58:38.457696",{"slug":480,"name":480,"fn":481,"description":482,"org":483,"tags":484,"stars":458,"repoUrl":459,"updatedAt":495},"jira-sprint-dashboard","create Jira sprint dashboards","Create a visual Jira sprint dashboard from Jira project, space, sprint, board, filter, JQL, work item keys, or Jira URL data. Use when the user asks for a Jira sprint dashboard, standup dashboard, sprint review, delivery review, engineering manager dashboard, WIP review, planning view, closeout view, or a visual snapshot of Jira work that is more useful than a flat report. Use the richest dashboard format supported by the current agent, such as Cursor Canvas, an interactive artifact, HTML, or Markdown.",{"slug":8,"name":9,"logoUrl":10,"githubOrg":8},[485,488,491,492],{"name":486,"slug":487,"type":15},"Agile","agile",{"name":489,"slug":490,"type":15},"Dashboards","dashboards",{"name":450,"slug":451,"type":15},{"name":493,"slug":494,"type":15},"Sprint Planning","sprint-planning","2026-07-12T07:58:41.031798",{"slug":497,"name":497,"fn":498,"description":499,"org":500,"tags":501,"stars":458,"repoUrl":459,"updatedAt":506},"search-company-knowledge","search internal company knowledge bases","Search across company knowledge bases (Confluence, Jira, internal docs) to find and explain internal concepts, processes, and technical details. When an agent needs to: (1) Find or search for information about systems, terminology, processes, deployment, authentication, infrastructure, architecture, or technical concepts, (2) Search internal documentation, knowledge base, company docs, or our docs, (3) Explain what something is, how it works, or look up information, or (4) Synthesize information from multiple sources. Searches in parallel and provides cited answers.",{"slug":8,"name":9,"logoUrl":10,"githubOrg":8},[502,503,504,505],{"name":469,"slug":470,"type":15},{"name":17,"slug":18,"type":15},{"name":450,"slug":451,"type":15},{"name":20,"slug":21,"type":15},"2026-07-12T07:58:39.684132",{"slug":508,"name":508,"fn":509,"description":510,"org":511,"tags":512,"stars":458,"repoUrl":459,"updatedAt":517},"spec-to-backlog","convert Confluence specifications to Jira backlogs","Automatically convert Confluence specification documents into structured Jira backlogs with Epics and implementation tickets. When an agent needs to: (1) Create Jira tickets from a Confluence page, (2) Generate a backlog from a specification, (3) Break down a spec into implementation tasks, or (4) Convert requirements into Jira issues. Handles reading Confluence pages, analyzing specifications, creating Epics with proper structure, and generating detailed implementation tickets linked to the Epic.",{"slug":8,"name":9,"logoUrl":10,"githubOrg":8},[513,514,515,516],{"name":486,"slug":487,"type":15},{"name":469,"slug":470,"type":15},{"name":450,"slug":451,"type":15},{"name":473,"slug":474,"type":15},"2026-07-12T07:58:37.200385",{"slug":519,"name":519,"fn":520,"description":521,"org":522,"tags":523,"stars":458,"repoUrl":459,"updatedAt":532},"triage-issue","triage bug reports in Jira","Intelligently triage bug reports and error messages by searching for duplicates in Jira and offering to create new issues or add comments to existing ones. When an agent needs to: (1) Triage a bug report or error message, (2) Check if an issue is a duplicate, (3) Find similar past issues, (4) Create a new bug ticket with proper context, or (5) Add information to an existing ticket. Searches Jira for similar issues, identifies duplicates, checks fix history, and helps create well-structured bug reports.",{"slug":8,"name":9,"logoUrl":10,"githubOrg":8},[524,527,528,529],{"name":525,"slug":526,"type":15},"Debugging","debugging",{"name":450,"slug":451,"type":15},{"name":473,"slug":474,"type":15},{"name":530,"slug":531,"type":15},"Triage","triage","2026-07-12T07:58:33.007343",{"slug":534,"name":534,"fn":535,"description":536,"org":537,"tags":538,"stars":548,"repoUrl":549,"updatedAt":550},"forge-app-builder","build and deploy Atlassian Forge apps","Guides building, deploying, troubleshooting, and installing Atlassian Forge apps — custom extensions built with the Forge CLI (forge create, forge deploy, forge install). Use when the user wants to create a Forge app (issue panels, dashboard gadgets, Confluence macros, global pages), is encountering Forge CLI errors or deployment issues (e.g. forge install failures, environment errors), or needs help with Forge-specific concepts like resolvers, UI Kit, manifest scopes, or developer spaces. Do not use for general Jira configuration, automation rules, JQL queries, or Atlassian REST API usage outside of a Forge app context.",{"slug":8,"name":9,"logoUrl":10,"githubOrg":8},[539,540,542,545],{"name":9,"slug":8,"type":15},{"name":541,"slug":31,"type":15},"CLI",{"name":543,"slug":544,"type":15},"Deployment","deployment",{"name":546,"slug":547,"type":15},"Plugin Development","plugin-development",14,"https:\u002F\u002Fgithub.com\u002Fatlassian\u002Fforge-skills","2026-07-12T07:58:52.007851",{"slug":552,"name":552,"fn":553,"description":554,"org":555,"tags":556,"stars":548,"repoUrl":549,"updatedAt":565},"forge-app-review","review Atlassian Forge app readiness","Performs a lightweight pre-release readiness review of Atlassian Forge apps across manifest\u002Fmodule wiring, architecture, runtime compatibility, dependency posture, tests, deploy readiness, and obvious security, cost, or reliability smells. Use when the user asks \"review my Forge app\", \"pre-deploy check\", \"is this app ready to ship\", \"review manifest\", \"general app review\", \"release readiness\", or asks for a broad quality pass. Do not use for deep security audits\u002FSAST\u002Fexploitability review, cost optimization, or diagnosing a known broken app; route those to forge-security-review, forge-cost-optimizer, or forge-debugger respectively.\n",{"slug":8,"name":9,"logoUrl":10,"githubOrg":8},[557,558,561,562],{"name":9,"slug":8,"type":15},{"name":559,"slug":560,"type":15},"Code Analysis","code-analysis",{"name":543,"slug":544,"type":15},{"name":563,"slug":564,"type":15},"QA","qa","2026-07-12T07:58:50.744672",{"slug":567,"name":567,"fn":568,"description":569,"org":570,"tags":571,"stars":548,"repoUrl":549,"updatedAt":579},"forge-connector","build Atlassian Forge Teamwork Graph connectors","Guides building and deploying Atlassian Forge Teamwork Graph connector apps that ingest external data into Atlassian's Teamwork Graph, making it searchable in Rovo Search and surfaced in Rovo Chat. Use when the user wants to build a Forge connector, ingest external data into Atlassian, connect a third-party tool (e.g. Google Drive, ServiceNow, Salesforce) to Atlassian, make external content searchable in Rovo, build a graph:connector module, use the @forge\u002Fteamwork-graph SDK, or implement onConnectionChange \u002F validateConnection functions.\n",{"slug":8,"name":9,"logoUrl":10,"githubOrg":8},[572,575,578],{"name":573,"slug":574,"type":15},"API Development","api-development",{"name":576,"slug":577,"type":15},"Engineering","engineering",{"name":17,"slug":18,"type":15},"2026-07-12T07:58:48.520248",{"slug":581,"name":581,"fn":582,"description":583,"org":584,"tags":585,"stars":548,"repoUrl":549,"updatedAt":593},"forge-cost-optimizer","optimize Atlassian Forge platform costs","Optimizes Atlassian Forge apps to reduce platform consumption and avoid unnecessary costs using Atlassian's \"Optimise Forge platform costs\" guidance. Use when the user asks to optimize Forge app costs, reduce Forge invocations, lower GB-seconds, reduce storage or log usage, tune memory, replace polling, improve scheduled triggers, reduce KVS writes, move work to the frontend, use bridge APIs, batch API calls, add caching, or evaluate Forge Remote trade-offs. By default, perform an audit first and offer to make the recommended changes after presenting the audit. Only modify files immediately when the user explicitly asks the agent to implement or apply optimizations.\n",{"slug":8,"name":9,"logoUrl":10,"githubOrg":8},[586,587,590],{"name":9,"slug":8,"type":15},{"name":588,"slug":589,"type":15},"Cost Optimization","cost-optimization",{"name":591,"slug":592,"type":15},"Operations","operations","2026-07-12T07:58:53.557299",{"slug":595,"name":595,"fn":596,"description":597,"org":598,"tags":599,"stars":548,"repoUrl":549,"updatedAt":603},"forge-debugger","diagnose and fix Atlassian Forge apps","Diagnoses and fixes issues in Atlassian Forge apps. Use this skill whenever a Forge app has errors, crashes, shows blank UI, fails to deploy, doesn't appear after installation, has permission issues, or produces unexpected output. Trigger on any mention of forge logs, forge deploy errors, resolver errors, blank panels, missing scopes, Custom UI not rendering, production vs dev discrepancies, or any Jira\u002FConfluence app that \"stopped working\". Also trigger when the user asks to debug, troubleshoot, investigate, or fix a Forge app issue — even if they haven't used the word \"Forge\" but describe a Jira panel or Confluence macro acting up.",{"slug":8,"name":9,"logoUrl":10,"githubOrg":8},[600,601,602],{"name":9,"slug":8,"type":15},{"name":525,"slug":526,"type":15},{"name":543,"slug":544,"type":15},"2026-07-12T07:58:47.226713",{"slug":605,"name":605,"fn":606,"description":607,"org":608,"tags":609,"stars":548,"repoUrl":549,"updatedAt":617},"forge-security-review","perform security reviews for Forge apps","Performs a white-box security review of Atlassian Forge apps using structured, Forge-specific security rules and evidence-driven reporting. Use when the user asks for a Forge security review, security audit, vuln assessment, pentest-style code review, authz review, tenant isolation analysis, web trigger hardening, or static analysis execution for a Forge app.\n",{"slug":8,"name":9,"logoUrl":10,"githubOrg":8},[610,613,614],{"name":611,"slug":612,"type":15},"Audit","audit",{"name":559,"slug":560,"type":15},{"name":615,"slug":616,"type":15},"Security","security","2026-07-12T07:58:54.806538",24,{"items":620,"total":706},[621,630,637,652,665,678,696],{"slug":34,"name":34,"fn":622,"description":623,"org":624,"tags":625,"stars":23,"repoUrl":24,"updatedAt":629},"execute Atlassian work-data tasks","Root TWG CLI skill for Atlassian work-data tasks. Use typed commands for known anchors; use live `twg help` only when command shape or output contract is uncertain.\n",{"slug":8,"name":9,"logoUrl":10,"githubOrg":8},[626,627,628],{"name":9,"slug":8,"type":15},{"name":447,"slug":448,"type":15},{"name":541,"slug":31,"type":15},"2026-07-25T05:31:49.287124",{"slug":4,"name":4,"fn":5,"description":6,"org":631,"tags":632,"stars":23,"repoUrl":24,"updatedAt":25},{"slug":8,"name":9,"logoUrl":10,"githubOrg":8},[633,634,635,636],{"name":9,"slug":8,"type":15},{"name":17,"slug":18,"type":15},{"name":20,"slug":21,"type":15},{"name":13,"slug":14,"type":15},{"slug":638,"name":638,"fn":639,"description":640,"org":641,"tags":642,"stars":23,"repoUrl":24,"updatedAt":651},"twg-bench-lite","run A\u002FB comparisons of Atlassian context","Run a lightweight single-prompt A\u002FB comparison of free Atlassian\u002Flocal MCP context vs TWG CLI graph context using paired read-only agent sessions.\n",{"slug":8,"name":9,"logoUrl":10,"githubOrg":8},[643,646,647,650],{"name":644,"slug":645,"type":15},"A\u002FB Testing","a-b-testing",{"name":9,"slug":8,"type":15},{"name":648,"slug":649,"type":15},"MCP","mcp",{"name":13,"slug":14,"type":15},"2026-07-22T05:36:16.491486",{"slug":653,"name":653,"fn":654,"description":655,"org":656,"tags":657,"stars":23,"repoUrl":24,"updatedAt":664},"twg-confluence","manage Confluence content and hierarchy","Use with root `twg` for Confluence content, spaces, hierarchy, authoring, editing, comments, versions, permissions, exports, and CQL. Applies Confluence semantics and safe write rules.\n",{"slug":8,"name":9,"logoUrl":10,"githubOrg":8},[658,659,660,663],{"name":9,"slug":8,"type":15},{"name":469,"slug":470,"type":15},{"name":661,"slug":662,"type":15},"Documents","documents",{"name":20,"slug":21,"type":15},"2026-07-25T05:31:47.271484",{"slug":666,"name":666,"fn":667,"description":668,"org":669,"tags":670,"stars":23,"repoUrl":24,"updatedAt":677},"twg-context-discovery","discover project context and dependencies","Use with root `twg` for deep context, dependency maps, related entities, project-to-repo discovery, OOO catch-ups, and \"catch me up\" requests around a concrete anchor.\n",{"slug":8,"name":9,"logoUrl":10,"githubOrg":8},[671,672,673,674],{"name":9,"slug":8,"type":15},{"name":20,"slug":21,"type":15},{"name":13,"slug":14,"type":15},{"name":675,"slug":676,"type":15},"Search","search","2026-07-25T05:31:51.299922",{"slug":679,"name":679,"fn":680,"description":681,"org":682,"tags":683,"stars":23,"repoUrl":24,"updatedAt":695},"twg-engineering-work","analyze engineering work and pull requests","Use with root `twg` for code search, repositories using an API\u002Fpackage, implementation and reverse-dependency discovery, PR status and reviews, repo contributors, hot areas, and issue-to-PR lookups.\n",{"slug":8,"name":9,"logoUrl":10,"githubOrg":8},[684,685,688,689,692],{"name":9,"slug":8,"type":15},{"name":686,"slug":687,"type":15},"Code Review","code-review",{"name":576,"slug":577,"type":15},{"name":690,"slug":691,"type":15},"GitHub","github",{"name":693,"slug":694,"type":15},"Pull Requests","pull-requests","2026-07-25T05:31:52.317362",{"slug":697,"name":697,"fn":698,"description":699,"org":700,"tags":701,"stars":23,"repoUrl":24,"updatedAt":705},"twg-jira","manage Jira work items and projects","Use with root `twg` for Jira workitems, projects, boards, sprints, fields, transitions, comments, links, and administration. Applies Jira semantics and safe mutation rules.\n",{"slug":8,"name":9,"logoUrl":10,"githubOrg":8},[702,703,704],{"name":9,"slug":8,"type":15},{"name":450,"slug":451,"type":15},{"name":456,"slug":457,"type":15},"2026-07-25T05:31:46.279241",11]