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Provides disciplined search workflows for finding implementations, understanding systems, debugging issues, fixing bugs, and reviewing code.\n---\n\n# Searching Sourcegraph\n\nSearch before you build. Existing patterns reduce tokens, ensure consistency, and surface tested solutions.\n\n## Tool Selection Logic\n\n**Start here:**\n\n1. **Know the exact symbol or pattern?** → `keyword_search`\n2. **Know the concept, not the code?** → `nls_search`\n3. **Need to understand how\u002Fwhy?** → `deepsearch` → `deepsearch_read`\n4. **Tracing a symbol's usage?** → `find_references`\n5. **Need full implementation?** → `go_to_definition` → `read_file`\n6. **Need to know what repos a user has worked on?** → `get_contributor_repos`\n\n| Goal | Tool |\n|------|------|\n| Concepts\u002Fsemantic search | `nls_search` |\n| Exact code patterns | `keyword_search` |\n| Trace usage | `find_references` |\n| See implementation | `go_to_definition` |\n| Initiate a deep search | `deepsearch` |\n| Read deep search results | `deepsearch_read` |\n| Read files | `read_file` |\n| Browse structure | `list_files` |\n| Find repos | `list_repos` |\n| Search commits | `commit_search` |\n| Track changes | `diff_search` |\n| Compare versions | `compare_revisions` |\n| Find repos a user has worked on | `get_contributor_repos` |\n\n## Scoping (Always Do This)\n\n```\nrepo:^github.com\u002FORG\u002FREPO$           # Exact repo (preferred)\nrepo:github.com\u002FORG\u002F                 # All repos in org\nfile:.*\\.ts$                         # TypeScript only\nfile:src\u002Fapi\u002F                        # Specific directory\nfile:.*\\.test\\.ts$ -file:__mocks__   # Tests, exclude mocks\n```\n\nStart narrow. Expand only if results are empty.\n\nCombine filters: `repo:^github.com\u002Fmyorg\u002Fbackend$ file:src\u002Fhandlers lang:typescript`\n\n## Context-Aware Behaviour\n\n**When the user provides a file path or error message:**\n- Extract symbols, function names, or error codes\n- Search for those exact terms first\n- Trace references if the error involves a known symbol\n\n**When the user asks \"how does X work\":**\n- Use `deepsearch` to initiate the search, then `deepsearch_read` to retrieve results\n- Follow up with `read_file` on key files mentioned in the response\n\n**When the user asks who worked on something or what repos a contributor has touched:**\n- Use `get_contributor_repos` with one or more usernames to discover their active repositories\n- Then scope subsequent searches to those repos\n\n**When the user is implementing a new feature:**\n- Search for similar existing implementations first\n- Read tests for usage examples\n- Check for shared utilities before creating new ones\n\n**When troubleshooting an error, build failure, or runtime exception:**\n- Extract exact symbols, error codes, or log lines from the stack trace or build output\n- Search for the error site, then trace the full call chain with `find_references`\n- Check recent changes with `diff_search` and `commit_search` early — regressions are common\n- Identify all affected code paths and services before proposing a fix\n\n**When fixing a bug:**\n- Extract exact symbols from the error message or stack trace\n- Search for the error site, then trace the full call chain with `find_references`\n- Check recent changes with `diff_search` and `commit_search` early — regressions are common\n- Find all affected code paths before writing the fix\n- Read existing tests to understand intended behaviour\n\n## Workflows\n\nFor detailed step-by-step workflows, see:\n- `workflows\u002Fimplementing-feature.md` — when building new features\n- `workflows\u002Funderstanding-code.md` — when exploring unfamiliar systems\n- `workflows\u002Fdebugging-issue.md` — when troubleshooting errors, build failures, stack traces, support issues, or runtime exceptions\n- `workflows\u002Ffixing-bug.md` — when fixing bugs with extensive Sourcegraph search\n- `workflows\u002Fcode-review.md` — when reviewing a pull request or changeset\n\n## Efficiency Rules\n\n**Minimise tool calls:**\n- Chain searches logically: search → read → references → definition\n- Don't re-search for the same pattern; use results from prior calls\n- Prefer `keyword_search` over `nls_search` when you have exact terms (faster, more precise)\n\n**Batch your understanding:**\n- Read 2-3 related files before synthesising, rather than reading one and asking questions\n- Use `deepsearch` + `deepsearch_read` for \"how does X work\" instead of multiple keyword searches\n\n**Avoid common token waste:**\n- Don't search all repos when you know the target repo\n- Don't use `deepsearch` for simple \"find all\" queries — `keyword_search` is faster\n- Don't re-read files you've already seen in this conversation\n\n## Query Patterns\n\n| Intent | Query |\n|--------|-------|\n| React hooks | `file:.*\\.tsx$ use[A-Z].*= \\(` |\n| API routes | `file:src\u002Fapi app\\.(get\\|post\\|put\\|delete)` |\n| Error handling | `catch.*Error\\|\\.catch\\(` |\n| Type definitions | `file:types\u002F export (interface\\|type)` |\n| Test setup | `file:.*\\.test\\. beforeEach\\|beforeAll` |\n| Config files | `file:(webpack\\|vite\\|rollup)\\.config` |\n| CI\u002FCD | `file:\\.github\u002Fworkflows deploy` |\n\nFor more patterns, see `query-patterns.md`.\n\n## Output Formatting\n\n**Search results:**\n- Present as a brief summary, not raw tool output\n- Highlight the most relevant file and line\n- Include a code snippet only if it directly answers the question\n\n**Code explanations:**\n- Start with a one-sentence summary\n- Use the codebase's own terminology\n- Reference specific files and functions\n\n**Recommendations:**\n- Present as numbered steps if actionable\n- Link to specific patterns found in the codebase\n- Note any existing utilities that should be reused\n\n## Common Mistakes\n\n| Mistake | Fix |\n|---------|-----|\n| Searching all repos | Add `repo:^github.com\u002Forg\u002Frepo$` |\n| Too many results | Add `file:` pattern or keywords |\n| Missing relevant code | Try `nls_search` for semantic matching |\n| Not understanding context | Use `deepsearch_read` |\n| Guessing patterns | Read implementations with `read_file` |\n\n## Principles\n\n- Start narrow, expand if needed\n- Chain tools: search → read → find references → definition\n- Check tests for usage examples\n- Read before generating\n",{"data":37,"body":38},{"name":4,"description":6},{"type":39,"children":40},"root",[41,49,55,62,71,182,423,429,441,446,457,463,471,490,498,532,540,559,567,585,593,635,643,686,692,697,755,761,769,801,809,835,843,875,881,1022,1035,1041,1049,1067,1075,1093,1101,1119,1125,1241,1247],{"type":42,"tag":43,"props":44,"children":45},"element","h1",{"id":4},[46],{"type":47,"value":48},"text","Searching Sourcegraph",{"type":42,"tag":50,"props":51,"children":52},"p",{},[53],{"type":47,"value":54},"Search before you build. 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Use when the user mentions Pydantic AI, imports pydantic_ai, or asks to build an AI agent, add tools\u002Fcapabilities, defer capability loading, stream output, define agents from YAML, or test agent behavior.",{"slug":8,"name":9,"logoUrl":10,"githubOrg":8},[1369,1372,1375,1378],{"name":1370,"slug":1371,"type":15},"Agents","agents",{"name":1373,"slug":1374,"type":15},"LLM","llm",{"name":1376,"slug":1377,"type":15},"Multi-Agent","multi-agent",{"name":1379,"slug":1380,"type":15},"Python","python","2026-07-12T08:14:01.893781",{"slug":1322,"name":1322,"fn":1383,"description":1384,"org":1385,"tags":1386,"stars":25,"repoUrl":26,"updatedAt":1393},"query ClickHouse databases via CLI","Connect to and query ClickHouse (a local server or a ClickHouse Cloud service) from the terminal using the official clickhousectl CLI, including the browser OAuth login flow. Use when the user wants to run SQL against ClickHouse, explore schemas and tables, inspect Cloud services, or authenticate clickhousectl. For building a local dev environment or deploying to Cloud, defer to the official ClickHouse skills (see Scope).",{"slug":8,"name":9,"logoUrl":10,"githubOrg":8},[1387,1388,1391,1392],{"name":1318,"slug":1319,"type":15},{"name":1389,"slug":1390,"type":15},"CLI","cli",{"name":1321,"slug":1322,"type":15},{"name":1302,"slug":1303,"type":15},"2026-07-12T08:14:06.829692",43,{"items":1396,"total":1522},[1397,1404,1412,1419,1426,1432,1439,1446,1458,1476,1496,1509],{"slug":1273,"name":1273,"fn":1274,"description":1275,"org":1398,"tags":1399,"stars":25,"repoUrl":26,"updatedAt":1290},{"slug":8,"name":9,"logoUrl":10,"githubOrg":8},[1400,1401,1402,1403],{"name":1279,"slug":1280,"type":15},{"name":1282,"slug":1283,"type":15},{"name":1285,"slug":1286,"type":15},{"name":1288,"slug":1289,"type":15},{"slug":1292,"name":1292,"fn":1293,"description":1294,"org":1405,"tags":1406,"stars":25,"repoUrl":26,"updatedAt":1310},{"slug":8,"name":9,"logoUrl":10,"githubOrg":8},[1407,1408,1409,1410,1411],{"name":1298,"slug":1299,"type":15},{"name":1282,"slug":1283,"type":15},{"name":1302,"slug":1303,"type":15},{"name":1305,"slug":1306,"type":15},{"name":1308,"slug":1309,"type":15},{"slug":1312,"name":1312,"fn":1313,"description":1314,"org":1413,"tags":1414,"stars":25,"repoUrl":26,"updatedAt":1329},{"slug":8,"name":9,"logoUrl":10,"githubOrg":8},[1415,1416,1417,1418],{"name":1318,"slug":1319,"type":15},{"name":1321,"slug":1322,"type":15},{"name":1324,"slug":1325,"type":15},{"name":1327,"slug":1328,"type":15},{"slug":1331,"name":1331,"fn":1332,"description":1333,"org":1420,"tags":1421,"stars":25,"repoUrl":26,"updatedAt":1346},{"slug":8,"name":9,"logoUrl":10,"githubOrg":8},[1422,1423,1424,1425],{"name":1324,"slug":1325,"type":15},{"name":1338,"slug":1339,"type":15},{"name":1341,"slug":1342,"type":15},{"name":1344,"slug":1345,"type":15},{"slug":1348,"name":1348,"fn":1349,"description":1350,"org":1427,"tags":1428,"stars":25,"repoUrl":26,"updatedAt":1362},{"slug":8,"name":9,"logoUrl":10,"githubOrg":8},[1429,1430,1431],{"name":1354,"slug":1355,"type":15},{"name":1357,"slug":1358,"type":15},{"name":1360,"slug":1361,"type":15},{"slug":1364,"name":1364,"fn":1365,"description":1366,"org":1433,"tags":1434,"stars":25,"repoUrl":26,"updatedAt":1381},{"slug":8,"name":9,"logoUrl":10,"githubOrg":8},[1435,1436,1437,1438],{"name":1370,"slug":1371,"type":15},{"name":1373,"slug":1374,"type":15},{"name":1376,"slug":1377,"type":15},{"name":1379,"slug":1380,"type":15},{"slug":1322,"name":1322,"fn":1383,"description":1384,"org":1440,"tags":1441,"stars":25,"repoUrl":26,"updatedAt":1393},{"slug":8,"name":9,"logoUrl":10,"githubOrg":8},[1442,1443,1444,1445],{"name":1318,"slug":1319,"type":15},{"name":1389,"slug":1390,"type":15},{"name":1321,"slug":1322,"type":15},{"name":1302,"slug":1303,"type":15},{"slug":1447,"name":1447,"fn":1448,"description":1449,"org":1450,"tags":1451,"stars":25,"repoUrl":26,"updatedAt":1457},"cline-session-history","search and browse Cline session history","Search and browse Cline session history. Use when the user asks to find, list, inspect, or export Cline sessions by time period, prompt content, status, model, provider, source, mode, workspace, or other criteria. Also use when the user wants to read a session transcript or export sessions to a directory. Trigger phrases include \"find my session\", \"search my session history\", \"show me past sessions\", \"what was that session where\", \"find the session that started with\", and any mention of past Cline conversations.",{"slug":8,"name":9,"logoUrl":10,"githubOrg":8},[1452,1453,1456],{"name":1370,"slug":1371,"type":15},{"name":1454,"slug":1455,"type":15},"History","history",{"name":1338,"slug":1339,"type":15},"2026-07-19T06:03:13.945151",{"slug":1459,"name":1459,"fn":1460,"description":1461,"org":1462,"tags":1463,"stars":25,"repoUrl":26,"updatedAt":1475},"convex-design","build reactive backends with Convex","Design and build reactive, type-safe, production-grade backends on Convex. Covers schema, queries\u002Fmutations\u002Factions, indexes, auth, file storage, scheduling, real-time multiplayer, mobile backends, and LLM\u002Fagent workflows on Convex's one-platform stack.",{"slug":8,"name":9,"logoUrl":10,"githubOrg":8},[1464,1465,1468,1469,1472],{"name":1298,"slug":1299,"type":15},{"name":1466,"slug":1467,"type":15},"Backend","backend",{"name":1302,"slug":1303,"type":15},{"name":1470,"slug":1471,"type":15},"Real-time","real-time",{"name":1473,"slug":1474,"type":15},"Storage","storage","2026-07-12T08:13:37.101253",{"slug":1477,"name":1477,"fn":1478,"description":1479,"org":1480,"tags":1481,"stars":25,"repoUrl":26,"updatedAt":1495},"cosmosdb-best-practices","optimize Azure Cosmos DB performance","Azure Cosmos DB performance optimization and best practices guidelines for NoSQL,\npartitioning, queries, SDK usage, and vector search. Use when writing, reviewing,\nor refactoring code that interacts with Azure Cosmos DB, designing data models,\noptimizing queries, or implementing high-performance database operations.\n",{"slug":8,"name":9,"logoUrl":10,"githubOrg":8},[1482,1485,1488,1489,1492],{"name":1483,"slug":1484,"type":15},"Azure","azure",{"name":1486,"slug":1487,"type":15},"Cosmos DB","cosmos-db",{"name":1302,"slug":1303,"type":15},{"name":1490,"slug":1491,"type":15},"NoSQL","nosql",{"name":1493,"slug":1494,"type":15},"Performance","performance","2026-07-12T08:13:54.531719",{"slug":1497,"name":1497,"fn":1498,"description":1499,"org":1500,"tags":1501,"stars":25,"repoUrl":26,"updatedAt":1508},"data-analyst","analyze ClickHouse analytics data","Act as an interactive data analyst for ClickHouse-backed analytics. Use when the user asks questions about internal data, metrics, dashboards, telemetry, active users, revenue, funnels, trends, distributions, or wants an analyst-style conversation, ad hoc SQL, charts, or a data export against ClickHouse (local or ClickHouse Cloud).",{"slug":8,"name":9,"logoUrl":10,"githubOrg":8},[1502,1503,1504,1507],{"name":1318,"slug":1319,"type":15},{"name":1321,"slug":1322,"type":15},{"name":1505,"slug":1506,"type":15},"Dashboards","dashboards",{"name":1324,"slug":1325,"type":15},"2026-07-12T08:13:31.975246",{"slug":1510,"name":1510,"fn":1511,"description":1512,"org":1513,"tags":1514,"stars":25,"repoUrl":26,"updatedAt":1521},"dataproc-skills","manage Dataproc clusters and jobs","Skills to interact with your Dataproc clusters and jobs.",{"slug":8,"name":9,"logoUrl":10,"githubOrg":8},[1515,1518],{"name":1516,"slug":1517,"type":15},"Data Engineering","data-engineering",{"name":1519,"slug":1520,"type":15},"Operations","operations","2026-07-12T08:13:42.179275",45]