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Always run it after generating or modifying workflows and resolve every finding before completing.\n\n## Install\n\n### Linux (pinned, checksum-verified)\n\n```bash\nACTIONLINT_VERSION=\"1.7.11\"\ncurl -fsSLO \"https:\u002F\u002Fgithub.com\u002Frhysd\u002Factionlint\u002Freleases\u002Fdownload\u002Fv${ACTIONLINT_VERSION}\u002Factionlint_${ACTIONLINT_VERSION}_linux_amd64.tar.gz\"\ncurl -fsSLO \"https:\u002F\u002Fgithub.com\u002Frhysd\u002Factionlint\u002Freleases\u002Fdownload\u002Fv${ACTIONLINT_VERSION}\u002Factionlint_${ACTIONLINT_VERSION}_checksums.txt\"\nsha256sum --check --ignore-missing \"actionlint_${ACTIONLINT_VERSION}_checksums.txt\"\n# Optional: gh attestation verify --repo rhysd\u002Factionlint \"actionlint_${ACTIONLINT_VERSION}_linux_amd64.tar.gz\"\ntar xzf \"actionlint_${ACTIONLINT_VERSION}_linux_amd64.tar.gz\" -C \u002Ftmp actionlint\nsudo install -m 755 \u002Ftmp\u002Factionlint \u002Fusr\u002Flocal\u002Fbin\u002Factionlint\nrm \"actionlint_${ACTIONLINT_VERSION}_linux_amd64.tar.gz\" \"actionlint_${ACTIONLINT_VERSION}_checksums.txt\"\n```\n\n### macOS\n\n```bash\nbrew install actionlint\n```\n\n### Verify install\n\n```bash\nactionlint --version\n```\n\n## Run\n\n```bash\n# Lint all workflows\nactionlint .github\u002Fworkflows\u002F*.yml\n\n# Lint a specific file\nactionlint .github\u002Fworkflows\u002Fci.yml\n\n# Capture output for the migration report\nactionlint .github\u002Fworkflows\u002F*.yml 2>&1 | tee \u002Ftmp\u002Factionlint-output.txt\n```\n\n**Zero output = no errors.** Any output must be resolved.\n\n## Output format\n\n```\npath\u002Fto\u002Fworkflow.yml:LINE:COL: ERROR MESSAGE [rule-name]\n   |\nNN | \u003Coffending line>\n   |       ^~~~\n```\n\nEach finding shows the file, line\u002Fcolumn, a human-readable message, the rule name in `[brackets]`, and a code snippet pointing at the problem.\n\n## Common errors and fixes\n\n### `pin-actions` — action not pinned to a commit SHA\n\n```\nworkflow.yml:10:9: action \"actions\u002Fcheckout@v4\" is not pinned to a commit SHA [pin-actions]\n```\n\nFix: resolve the SHA for the version tag and pin to it. Use `mcp_github_get_tag` to get the SHA, then:\n\n```yaml\n# Before\n- uses: actions\u002Fcheckout@v4\n\n# After — SHA for v4.1.7, from mcp_github_get_tag on actions\u002Fcheckout\n# actions\u002Fcheckout v4.1.7\n- uses: actions\u002Fcheckout@692973e3d937129bcbf40652eb9f2f61becf3332\n```\n\n### `shellcheck` — shell script issues in `run:` steps\n\n```\nworkflow.yml:12:9: shellcheck reported issue in this script: SC2086: ...\n```\n\nFix: quote variables, use `${{ }}` for expressions, follow the shellcheck suggestion inline.\n\n### `action` — unknown or malformed `uses:` reference\n\n```\nworkflow.yml:8:9: can't parse action \"owner\u002Frepo\" [action]\n```\n\nFix: ensure `uses: owner\u002Frepo@SHA` with a valid pinned SHA. Verify the action exists on GitHub Marketplace.\n\n### `expression` — invalid `${{ }}` syntax\n\n```\nworkflow.yml:20:14: unexpected end of expression [expression]\n```\n\nFix: check bracket balance, quoting, and that context\u002Fproperty names are spelled correctly (e.g. `github.event.pull_request.head.sha`).\n\n### `events` — invalid trigger or event filter\n\n```\nworkflow.yml:3:5: unknown event \"pull-request\" [events]\n```\n\nFix: use the exact GitHub event name (`pull_request`, not `pull-request`). Check the [events docs](https:\u002F\u002Fdocs.github.com\u002Fen\u002Factions\u002Fwriting-workflows\u002Fchoosing-when-your-workflow-runs\u002Fevents-that-trigger-workflows).\n\n### `permissions` — invalid permission scope or value\n\n```\nworkflow.yml:6:5: unknown permission scope \"pull-requests\" [permissions]\n```\n\nFix: permission keys are hyphenated (`pull-requests`, `id-token`); values must be `read`, `write`, or `none`.\n\n### `job-needs` — `needs:` references a job that doesn't exist\n\n```\nworkflow.yml:30:12: job \"build\" is not defined [job-needs]\n```\n\nFix: ensure the job ID in `needs:` exactly matches a defined job key.\n\n### `credentials` — `username`\u002F`password` used without both fields\n\n```\nworkflow.yml:18:9: \"password\" is required if \"username\" is set in credentials [credentials]\n```\n\nFix: provide both `username` and `password` in the `credentials:` block, or remove both.\n\n### `deprecated` — deprecated context or syntax\n\n```\nworkflow.yml:25:14: \"github.event.action\" is not available for this event [deprecated]\n```\n\nFix: follow the suggestion in the message to use the current equivalent.\n\n## Iterating to zero errors\n\n1. 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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":1366,"total":1545},[1367,1391,1409,1425,1439,1455,1469,1481,1493,1505,1521,1533],{"slug":1368,"name":1368,"fn":1369,"description":1370,"org":1371,"tags":1372,"stars":1388,"repoUrl":1389,"updatedAt":1390},"qdrant-horizontal-scaling","guide Qdrant horizontal scaling decisions","Diagnoses and guides Qdrant horizontal scaling decisions. Use when someone asks 'vertical or horizontal?', 'how many nodes?', 'how many shards?', 'how to add nodes', 'resharding', 'data doesn't fit', or 'need more capacity'. Also use when data growth outpaces current deployment.",{"slug":8,"name":9,"logoUrl":10,"githubOrg":8},[1373,1376,1379,1382,1385],{"name":1374,"slug":1375,"type":15},"AI Infrastructure","ai-infrastructure",{"name":1377,"slug":1378,"type":15},"Architecture","architecture",{"name":1380,"slug":1381,"type":15},"Capacity Planning","capacity-planning",{"name":1383,"slug":1384,"type":15},"Database","database",{"name":1386,"slug":1387,"type":15},"Qdrant","qdrant",36978,"https:\u002F\u002Fgithub.com\u002Fgithub\u002Fawesome-copilot","2026-04-18T04:46:16.349561",{"slug":1392,"name":1392,"fn":1393,"description":1394,"org":1395,"tags":1396,"stars":1388,"repoUrl":1389,"updatedAt":1408},"qdrant-indexing-performance-optimization","optimize Qdrant indexing performance","Diagnoses and fixes slow Qdrant indexing and data ingestion. Use when someone reports 'uploads are slow', 'indexing takes forever', 'optimizer is stuck', 'HNSW build time too long', or 'data uploaded but search is bad'. Also use when optimizer status shows errors, segments won't merge, or indexing threshold questions arise.",{"slug":8,"name":9,"logoUrl":10,"githubOrg":8},[1397,1400,1401,1404,1407],{"name":1398,"slug":1399,"type":15},"Data Engineering","data-engineering",{"name":1383,"slug":1384,"type":15},{"name":1402,"slug":1403,"type":15},"ETL","etl",{"name":1405,"slug":1406,"type":15},"Performance","performance",{"name":1386,"slug":1387,"type":15},"2026-04-18T04:46:02.766357",{"slug":1410,"name":1410,"fn":1411,"description":1412,"org":1413,"tags":1414,"stars":1388,"repoUrl":1389,"updatedAt":1424},"qdrant-memory-usage-optimization","optimize Qdrant memory usage","Diagnoses and reduces Qdrant memory usage. Use when someone reports 'memory too high', 'RAM keeps growing', 'node crashed', 'out of memory', 'memory leak', or asks 'why is memory usage so high?', 'how to reduce RAM?'. Also use when memory doesn't match calculations, quantization didn't help, or nodes crash during recovery.",{"slug":8,"name":9,"logoUrl":10,"githubOrg":8},[1415,1418,1419,1422,1423],{"name":1416,"slug":1417,"type":15},"Cost Optimization","cost-optimization",{"name":1383,"slug":1384,"type":15},{"name":1420,"slug":1421,"type":15},"Observability","observability",{"name":1405,"slug":1406,"type":15},{"name":1386,"slug":1387,"type":15},"2026-04-18T04:46:01.525023",{"slug":1426,"name":1426,"fn":1427,"description":1428,"org":1429,"tags":1430,"stars":1388,"repoUrl":1389,"updatedAt":1438},"qdrant-minimize-latency","minimize Qdrant query latency","Guides Qdrant query latency optimization. Use when someone asks 'search is slow', 'how to reduce latency', 'p99 is too high', 'tail latency', 'single query too slow', 'how to make search faster', or 'latency spikes'.",{"slug":8,"name":9,"logoUrl":10,"githubOrg":8},[1431,1432,1433,1434,1435],{"name":1377,"slug":1378,"type":15},{"name":1383,"slug":1384,"type":15},{"name":1405,"slug":1406,"type":15},{"name":1386,"slug":1387,"type":15},{"name":1436,"slug":1437,"type":15},"Search","search","2026-04-18T04:46:10.126667",{"slug":1440,"name":1440,"fn":1441,"description":1442,"org":1443,"tags":1444,"stars":1388,"repoUrl":1389,"updatedAt":1454},"qdrant-monitoring-debugging","debug Qdrant production issues with metrics","Diagnoses Qdrant production issues using metrics and observability tools. Use when someone reports 'optimizer stuck', 'indexing too slow', 'memory too high', 'OOM crash', 'queries are slow', 'latency spike', or 'search was fast now it's slow'. Also use when performance degrades without obvious config changes.",{"slug":8,"name":9,"logoUrl":10,"githubOrg":8},[1445,1448,1451,1452,1453],{"name":1446,"slug":1447,"type":15},"Debugging","debugging",{"name":1449,"slug":1450,"type":15},"Monitoring","monitoring",{"name":1420,"slug":1421,"type":15},{"name":1405,"slug":1406,"type":15},{"name":1386,"slug":1387,"type":15},"2026-04-18T04:46:06.450784",{"slug":1456,"name":1456,"fn":1457,"description":1458,"org":1459,"tags":1460,"stars":1388,"repoUrl":1389,"updatedAt":1468},"qdrant-monitoring-setup","set up Qdrant monitoring and alerting","Guides Qdrant monitoring setup including Prometheus scraping, health probes, Hybrid Cloud metrics, alerting, and log centralization. Use when someone asks 'how to set up monitoring', 'Prometheus config', 'Grafana dashboard', 'health check endpoints', 'how to scrape Hybrid Cloud', 'what alerts to set', 'how to centralize logs', or 'audit logging'.",{"slug":8,"name":9,"logoUrl":10,"githubOrg":8},[1461,1462,1463,1464,1465],{"name":1374,"slug":1375,"type":15},{"name":1449,"slug":1450,"type":15},{"name":1420,"slug":1421,"type":15},{"name":1386,"slug":1387,"type":15},{"name":1466,"slug":1467,"type":15},"SRE","sre","2026-04-18T04:46:05.217192",{"slug":1470,"name":1470,"fn":1471,"description":1472,"org":1473,"tags":1474,"stars":1388,"repoUrl":1389,"updatedAt":1480},"qdrant-scaling-data-volume","scale Qdrant data volume","Guides Qdrant data volume scaling decisions. Use when someone asks 'data doesn't fit on one node', 'too much data', 'need more storage', 'vertical or horizontal scaling', 'tenant scaling', 'time window rotation', or 'data growth exceeds capacity'.",{"slug":8,"name":9,"logoUrl":10,"githubOrg":8},[1475,1476,1477,1478,1479],{"name":1374,"slug":1375,"type":15},{"name":1377,"slug":1378,"type":15},{"name":1380,"slug":1381,"type":15},{"name":1383,"slug":1384,"type":15},{"name":1386,"slug":1387,"type":15},"2026-04-18T04:46:07.684464",{"slug":1482,"name":1482,"fn":1483,"description":1484,"org":1485,"tags":1486,"stars":1388,"repoUrl":1389,"updatedAt":1492},"qdrant-scaling-qps","scale Qdrant query throughput","Guides Qdrant query throughput (QPS) scaling. Use when someone asks 'how to increase QPS', 'need more throughput', 'queries per second too low', 'batch search', 'read replicas', or 'how to handle more concurrent queries'.",{"slug":8,"name":9,"logoUrl":10,"githubOrg":8},[1487,1488,1489,1490,1491],{"name":1374,"slug":1375,"type":15},{"name":1377,"slug":1378,"type":15},{"name":1383,"slug":1384,"type":15},{"name":1405,"slug":1406,"type":15},{"name":1386,"slug":1387,"type":15},"2026-04-18T04:46:08.905219",{"slug":1494,"name":1494,"fn":1495,"description":1496,"org":1497,"tags":1498,"stars":1388,"repoUrl":1389,"updatedAt":1504},"qdrant-scaling-query-volume","scale Qdrant query volume and pagination","Guides Qdrant query volume scaling. Use when someone asks 'query returns too many results', 'scroll performance', 'large limit values', 'paginating search results', 'fetching many vectors', or 'high cardinality results'.",{"slug":8,"name":9,"logoUrl":10,"githubOrg":8},[1499,1500,1501,1502,1503],{"name":1377,"slug":1378,"type":15},{"name":1383,"slug":1384,"type":15},{"name":1405,"slug":1406,"type":15},{"name":1386,"slug":1387,"type":15},{"name":1436,"slug":1437,"type":15},"2026-04-18T04:46:11.371326",{"slug":1506,"name":1506,"fn":1507,"description":1508,"org":1509,"tags":1510,"stars":1388,"repoUrl":1389,"updatedAt":1520},"qdrant-search-quality-diagnosis","diagnose Qdrant search quality issues","Diagnoses Qdrant search quality issues. Use when someone reports 'results are bad', 'wrong results', 'not relevant results', 'missing matches', 'recall is low', 'approximate search worse than exact', 'which embedding model', or 'quality dropped after quantization'. Also use when search quality degrades without obvious changes.",{"slug":8,"name":9,"logoUrl":10,"githubOrg":8},[1511,1514,1517,1518,1519],{"name":1512,"slug":1513,"type":15},"Analytics","analytics",{"name":1515,"slug":1516,"type":15},"Data Quality","data-quality",{"name":1446,"slug":1447,"type":15},{"name":1386,"slug":1387,"type":15},{"name":1436,"slug":1437,"type":15},"2026-04-18T04:46:17.579894",{"slug":1522,"name":1522,"fn":1523,"description":1524,"org":1525,"tags":1526,"stars":1388,"repoUrl":1389,"updatedAt":1532},"qdrant-search-speed-optimization","optimize Qdrant search speed","Diagnoses and fixes slow Qdrant search. Use when someone reports 'search is slow', 'high latency', 'queries take too long', 'low QPS', 'throughput too low', 'filtered search is slow', or 'search was fast but now it's slow'. Also use when search performance degrades after config changes or data growth.",{"slug":8,"name":9,"logoUrl":10,"githubOrg":8},[1527,1528,1529,1530,1531],{"name":1512,"slug":1513,"type":15},{"name":1383,"slug":1384,"type":15},{"name":1405,"slug":1406,"type":15},{"name":1386,"slug":1387,"type":15},{"name":1436,"slug":1437,"type":15},"2026-04-18T04:46:03.987332",{"slug":1534,"name":1534,"fn":1535,"description":1536,"org":1537,"tags":1538,"stars":1388,"repoUrl":1389,"updatedAt":1544},"qdrant-search-strategies","select optimal Qdrant search strategies","Guides Qdrant search strategy selection. Use when someone asks 'should I use hybrid search?', 'BM25 or sparse vectors?', 'how to rerank?', 'results are not relevant', 'I don't get needed results from my dataset but they're there', 'retrieval quality is not good enough', 'results too similar', 'need diversity', 'MMR', 'relevance feedback', 'recommendation API', 'discovery API', 'ColBERT reranking', or 'missing keyword matches'",{"slug":8,"name":9,"logoUrl":10,"githubOrg":8},[1539,1540,1541,1542,1543],{"name":1374,"slug":1375,"type":15},{"name":1512,"slug":1513,"type":15},{"name":1377,"slug":1378,"type":15},{"name":1386,"slug":1387,"type":15},{"name":1436,"slug":1437,"type":15},"2026-04-18T04:46:18.812306",45,{"items":1547,"total":1629},[1548,1555,1570,1586,1597,1608,1618],{"slug":4,"name":4,"fn":5,"description":6,"org":1549,"tags":1550,"stars":25,"repoUrl":26,"updatedAt":27},{"slug":8,"name":9,"logoUrl":10,"githubOrg":8},[1551,1552,1553,1554],{"name":20,"slug":21,"type":15},{"name":23,"slug":24,"type":15},{"name":13,"slug":14,"type":15},{"name":17,"slug":18,"type":15},{"slug":1556,"name":1556,"fn":1557,"description":1558,"org":1559,"tags":1560,"stars":25,"repoUrl":26,"updatedAt":1569},"azure-devops-migration","migrate Azure DevOps pipelines to GitHub Actions","Azure DevOps migration to GitHub Actions — syntax mappings and the migration report template for YAML pipelines, templates, variable groups, service connections, deployment jobs, stages, conditional logic. Load with `migration-core` when migrating Azure DevOps sources to GitHub Actions.",{"slug":8,"name":9,"logoUrl":10,"githubOrg":8},[1561,1564,1565,1566],{"name":1562,"slug":1563,"type":15},"Azure DevOps","azure-devops",{"name":20,"slug":21,"type":15},{"name":13,"slug":14,"type":15},{"name":1567,"slug":1568,"type":15},"Migration","migration","2026-05-27T07:08:10.275793",{"slug":1571,"name":1571,"fn":1572,"description":1573,"org":1574,"tags":1575,"stars":25,"repoUrl":26,"updatedAt":1585},"bamboo-migration","migrate Bamboo pipelines to GitHub Actions","Bamboo migration to GitHub Actions — syntax mappings and the migration report template for Build plans, deployment projects, tasks, requirements, variables, plan branches. Load with `migration-core` when migrating Bamboo sources to GitHub Actions.",{"slug":8,"name":9,"logoUrl":10,"githubOrg":8},[1576,1577,1580,1583,1584],{"name":20,"slug":21,"type":15},{"name":1578,"slug":1579,"type":15},"Deployment","deployment",{"name":1581,"slug":1582,"type":15},"Engineering","engineering",{"name":13,"slug":14,"type":15},{"name":1567,"slug":1568,"type":15},"2026-05-27T07:08:02.450474",{"slug":1587,"name":1587,"fn":1588,"description":1589,"org":1590,"tags":1591,"stars":25,"repoUrl":26,"updatedAt":1596},"bitbucket-migration","migrate Bitbucket Pipelines to GitHub Actions","Bitbucket Pipelines migration to GitHub Actions — syntax mappings and the migration report template for Pipelines, Pipes, parallel steps, branch\u002Fpull-request workflows, deployments, variables. Load with `migration-core` when migrating Bitbucket Pipelines sources to GitHub Actions.",{"slug":8,"name":9,"logoUrl":10,"githubOrg":8},[1592,1593,1594,1595],{"name":20,"slug":21,"type":15},{"name":9,"slug":8,"type":15},{"name":13,"slug":14,"type":15},{"name":1567,"slug":1568,"type":15},"2026-05-27T07:08:08.963593",{"slug":1598,"name":1598,"fn":1599,"description":1600,"org":1601,"tags":1602,"stars":25,"repoUrl":26,"updatedAt":1607},"circleci-migration","migrate CircleCI pipelines to GitHub Actions","CircleCI migration to GitHub Actions — syntax mappings and the migration report template for Workflows, jobs, Orbs, executors, contexts, parameters, matrix jobs, approval gates. Load with `migration-core` when migrating CircleCI sources to GitHub Actions.",{"slug":8,"name":9,"logoUrl":10,"githubOrg":8},[1603,1604,1605,1606],{"name":20,"slug":21,"type":15},{"name":1578,"slug":1579,"type":15},{"name":13,"slug":14,"type":15},{"name":1567,"slug":1568,"type":15},"2026-05-27T07:08:07.66194",{"slug":1609,"name":1609,"fn":1610,"description":1611,"org":1612,"tags":1613,"stars":25,"repoUrl":26,"updatedAt":1617},"droneci-migration","migrate Drone CI pipelines to GitHub Actions","Drone CI migration to GitHub Actions — syntax mappings and the migration report template for Pipelines, plugins, services, secrets, triggers, multi-platform pipelines. Load with `migration-core` when migrating Drone CI sources to GitHub Actions.",{"slug":8,"name":9,"logoUrl":10,"githubOrg":8},[1614,1615,1616],{"name":20,"slug":21,"type":15},{"name":13,"slug":14,"type":15},{"name":1567,"slug":1568,"type":15},"2026-05-27T07:08:05.038968",{"slug":1619,"name":1619,"fn":1620,"description":1621,"org":1622,"tags":1623,"stars":25,"repoUrl":26,"updatedAt":1628},"gitlab-migration","migrate GitLab CI to GitHub Actions","GitLab CI migration to GitHub Actions — syntax mappings and the migration report template for Pipelines, includes, Pages, environments, rules\u002Fonly\u002Fexcept, parallel jobs, GitLab-specific variables. Load with `migration-core` when migrating GitLab CI sources to GitHub Actions.",{"slug":8,"name":9,"logoUrl":10,"githubOrg":8},[1624,1625,1626,1627],{"name":20,"slug":21,"type":15},{"name":1581,"slug":1582,"type":15},{"name":13,"slug":14,"type":15},{"name":1567,"slug":1568,"type":15},"2026-05-27T07:08:01.168922",11]