From e76238797fc6dfe9f90b35cac6ffee22bb96db3f Mon Sep 17 00:00:00 2001 From: "github-actions[bot]" Date: Mon, 11 May 2026 05:59:24 +0000 Subject: [PATCH] chore: update drain3 default weights from weekly training run --- pkg/agentdrain/data/default_weights.json | 5471 ++++++++++++++++++---- 1 file changed, 4483 insertions(+), 988 deletions(-) diff --git a/pkg/agentdrain/data/default_weights.json b/pkg/agentdrain/data/default_weights.json index 18221bbc20e..98598a69561 100644 --- a/pkg/agentdrain/data/default_weights.json +++ b/pkg/agentdrain/data/default_weights.json @@ -2,105 +2,146 @@ "error": { "clusters": [ { - "id": 1, - "size": 1, + "id": 3, + "size": 5, "stage": "error", "template": [ "stage=error", - "reason=The", - "tools", - "`activate_project`", - "and", - "`find_symbol`", - "are", - "not", - "available", - "in", - "this", - "environment.", - "These", - "appear", - "to", - "be", - "Serena", - "language", - "server", - "MCP", - "tools,", - "which", - "are", - "not", - "listed", - "among", - "the", - "tools", - "I", - "have", - "access", - "to.", - "tool=activate_project", - "/", - "find_symbol", - "(Serena", - "MCP", - "tools)", - "type=missing_tool" + "data_type=cache_memory", + "reason=cache_memory_miss", + "type=missing_data" ] }, { - "id": 2, + "id": 4, "size": 1, "stage": "error", "template": [ "stage=error", - "reason=Phase", - "0", - "prerequisite", - "check", - "failed:", - "the", - "`close_discussion`", + "reason=The", + "'close_discussion'", "safe-output", "tool", "is", "required", - "to", - "archive", - "previous", - "daily", - "regulatory", - "discussions", - "before", - "creating", - "a", - "new", - "report,", + "by", + "this", + "workflow", + "(Phase", + "0.3)", "but", - "it", "is", "not", - "available", - "in", - "the", - "current", + "available.", + "Available", "safe-output", - "toolset", - "(only:", + "tools", + "are:", "create_discussion,", - "missi", + "missing_tool,", + "missing_data,", + "noop,", + "report_incomplete.", + "The", + "regulatory", + "workflow", + "cannot", + "close", + "previous", + "re", "[Content", "truncated", "due", "to", "length]", - "tool=close_discussion", + "tool=", + "type=missing_tool" + ] + }, + { + "id": 5, + "size": 2, + "stage": "error", + "template": [ + "stage=error", + "reason=security", + "tool=", + "type=missing_tool" + ] + }, + { + "id": 6, + "size": 1, + "stage": "error", + "template": [ + "stage=error", + "reason=security", + "tool=gh", + "CLI", + "type=missing_tool" + ] + }, + { + "id": 1, + "size": 1, + "stage": "error", + "template": [ + "stage=error", + "reason=playwright-cli", + "is", + "not", + "mounted", + "on", + "PATH", + "and", + "not", + "present", + "in", + "/home/runner/work/_temp/gh-aw/mcp-cli/manifest.json;", + "cannot", + "run", + "browser_navigate/browser_snapshot", + "tool=playwright-cli", + "type=missing_tool" + ] + }, + { + "id": 2, + "size": 1, + "stage": "error", + "template": [ + "stage=error", + "reason=web-fetch", + "MCP", + "tool", + "is", + "not", + "available", + "in", + "this", + "Codex", + "toolset,", + "so", + "direct", + "MCP", + "fetch", + "could", + "not", + "be", + "executed.", + "tool=web-fetch", "type=missing_tool" ] } ], "config": { "Depth": 4, - "ExcludeFields": ["session_id", "trace_id", "span_id", "timestamp"], + "ExcludeFields": [ + "session_id", + "trace_id", + "span_id", + "timestamp" + ], "MaskRules": [ { "Name": "uuid", @@ -138,20 +179,29 @@ "RareClusterThreshold": 2, "SimThreshold": 0.4 }, - "next_id": 3 + "next_id": 7 }, "finish": { "clusters": [ { "id": 1, - "size": 100, + "size": 373, "stage": "finish", - "template": ["stage=finish", "\u003c*\u003e", "tokens=\u003cNUM\u003e"] + "template": [ + "stage=finish", + "\u003c*\u003e", + "tokens=\u003cNUM\u003e" + ] } ], "config": { "Depth": 4, - "ExcludeFields": ["session_id", "trace_id", "span_id", "timestamp"], + "ExcludeFields": [ + "session_id", + "trace_id", + "span_id", + "timestamp" + ], "MaskRules": [ { "Name": "uuid", @@ -195,14 +245,23 @@ "clusters": [ { "id": 1, - "size": 58, + "size": 136, "stage": "plan", - "template": ["stage=plan", "errors=\u003cNUM\u003e", "turns=\u003cNUM\u003e"] + "template": [ + "stage=plan", + "errors=\u003cNUM\u003e", + "turns=\u003cNUM\u003e" + ] } ], "config": { "Depth": 4, - "ExcludeFields": ["session_id", "trace_id", "span_id", "timestamp"], + "ExcludeFields": [ + "session_id", + "trace_id", + "span_id", + "timestamp" + ], "MaskRules": [ { "Name": "uuid", @@ -243,10 +302,15 @@ "next_id": 2 }, "retry": { - "clusters": null, + "clusters": [], "config": { "Depth": 4, - "ExcludeFields": ["session_id", "trace_id", "span_id", "timestamp"], + "ExcludeFields": [ + "session_id", + "trace_id", + "span_id", + "timestamp" + ], "MaskRules": [ { "Name": "uuid", @@ -287,10 +351,15 @@ "next_id": 1 }, "tool_call": { - "clusters": null, + "clusters": [], "config": { "Depth": 4, - "ExcludeFields": ["session_id", "trace_id", "span_id", "timestamp"], + "ExcludeFields": [ + "session_id", + "trace_id", + "span_id", + "timestamp" + ], "MaskRules": [ { "Name": "uuid", @@ -333,7 +402,7 @@ "tool_result": { "clusters": [ { - "id": 12, + "id": 10, "size": 1, "stage": "tool_result", "template": [ @@ -341,135 +410,31 @@ "message=No", "action", "needed:", - "The", - "pre-agent", - "step", - "did", - "not", - "produce", - "a", - "pr-filter-results.json", + "pre-fetched", + "unlabeled", + "issues", "file", - "at", - "the", - "workspace", - "root.", - "Without", - "the", - "pre-filtered", - "PR", - "list,", - "no", - "contribution", - "checks", - "could", - "be", - "dispatched.", - "The", - "repository", - "currently", - "has", - "2", - "open", - "PRs", - "(#25532,", - "#25403),", - "but", - "both", - "appear", - "to", - "be", - "authored", - "by", - "`@Copilot`", - "(the", - "coding", - "agent)", + "unavailable", + "(permission/read", + "error)", "and", - "may", - "have", - "been", - "filtered", - "out", - "by", - "the", - "pre-agent", - "step.", - "No", - "report", - "issue", - "was", - "created.", - "status=noop" - ] - }, - { - "id": 13, - "size": 1, - "stage": "tool_result", - "template": [ - "stage=tool_result", - "message=No", - "DIFC", - "integrity-filtered", - "events", - "found", + "gh", + "search", + "failed", + "with", + "403;", + "cannot", + "retrieve", + "unlabeled", + "issues", "in", - "the", - "last", - "7", - "days.", - "The", - "filtered-logs.json", - "contained", - "16", - "workflow", - "runs", - "(IDs:", - "24207309248,", - "24204964096,", - "24204964101,", - "23943687887,", - "23943472009,", - "23940778805,", - "24197644015,", - "24193714728,", - "24189259135,", - "24186119866,", - "24175322446,", - "24172071943,", - "24148090336,", - "24142323339,", - "24138665837,", - "24137591061),", - "but", - "none", - "of", - "the", - "audited", - "runs", - "contained", - "`gateway_analysis.filtered_events`", - "data", - "—", - "no", - "DIFC", - "integrity-filtering", - "events", - "were", - "recorded", - "for", "this", - "repository", - "in", - "the", - "analysis", - "window.", + "environment.", "status=noop" ] }, { - "id": 14, + "id": 27, "size": 1, "stage": "tool_result", "template": [ @@ -477,93 +442,45 @@ "message=No", "action", "needed:", - "Reviewed", - "187", - "lock", - "files", - "(last", - "run", - "was", - "2026-04-08,", - "within", - "the", - "3-day", - "skip", - "threshold).", - "Only", - "change", - "since", - "last", - "run", - "is", - "e406559", - "(test", - "fix,", - "no", - "step", - "name", - "changes).", - "Verified", - "open", - "issues", - "#23941", - "(Cache", - "naming,", - "3", - "files)", - "and", - "aw_chkout2", - "(Checkout", - "code,", - "2", - "files)", - "are", - "still", - "open.", - "Confirmed", - "aw_safeout1", - "is", - "now", - "resolved:", - "'Upload", - "Safe", - "Output", - "Items'", - "(singular)", - "no", - "longer", - "exists,", - "replaced", - "by", - "'Upload", - "Safe", - "Outputs", - "Items'", - "(plural).", - "'Upload", - "Safe", - "Outputs", - "Assets'", + "All", + "4", + "selected", + "packages", + "(agentdrain,", + "cli,", + "console,", + "constants)", + "already", + "have", + "comprehensive", + "README.md", + "specifications", + "with", + "full", + "API", + "coverage,", + "design", + "decisions,", + "usage", + "examples,", "and", - "'Upload", - "Safe", - "Outputs", - "Items'", - "confirmed", - "as", - "distinct", - "intentional", - "steps", - "(different", - "upload", - "paths).", - "Cache", - "updated.", + "the", + "spec-extractor", + "footer.", + "Rotation", + "state", + "has", + "been", + "advanced", + "to", + "last_index=\u003cNUM\u003e", + "in", + "cache-memory.", "status=noop" ] }, { - "id": 1, + "id": 28, "size": 1, "stage": "tool_result", "template": [ @@ -572,182 +489,138 @@ "action", "needed:", "Analyzed", - "module", - "`github.com/aymanbagabas/go-osc52/v2`", - "(next", - "in", - "round-robin", - "from", - "107", - "Go", - "dependencies", - "in", - "SBOM).", - "Module", + "compiler", + "error", + "message", + "quality", + "for", + "2", + "test", + "cases.", + "Test", + "1", + "(engine:", + "123", + "-", + "invalid", + "type):", + "80/100", + "Good.", + "Test", + "2", + "(engine:", + "copiilot", + "-", + "invalid", + "engine", + "name):", + "83/100", + "Good.", + "Average", + "81.5/100", "is", - "MIT", - "licensed,", - "has", - "no", - "transitive", - "dependencies,", + "above", + "the", + "65-point", + "threshold", "and", - "introduces", "no", - "GPL-type", - "licenses.", - "Also", - "verified", - "licenses", - "for", - "30+", - "additional", - "modules", - "this", - "run", - "(all", - "MIT,", - "BSD-2-Clause,", - "BSD-3-Clause,", - "Apache-2.0,", - "or", - "Unlicense", - "—", - "all", - "compatible", - "with", - "MIT).", - "Cache", - "state", - "updated", - "to", - "track", - "progress", - "(12/107", - "modules", - "checked).", + "individual", + "score", + "\u003c", + "50,", + "so", + "no", + "issue", + "created.", + "Note:", + "compiler", + "binary", + "execution", + "was", + "blocked", + "by", + "the", + "sandbox", + "security", + "policy;", + "evaluation", + "was", + "performed", + "via", + "source", + "code", + "analysis", + "of", + "pkg/workflow/engine_definition.go", + "and", + "pkg/parser/schema_errors.go.", "status=noop" ] }, { - "id": 3, + "id": 29, "size": 1, "stage": "tool_result", "template": [ "stage=tool_result", - "message=Smoke", + "message=Daily", + "rendering", + "scripts", + "verification", + "passed.", + "Tested", + "Claude", + "parser", + "on", + "run", + "[§25623002940](\u003cURL\u003e", + "(14485", + "byte", + "balanced", + "summary)", + "and", + "Copilot", + "parser", + "on", + "run", + "[§25623690821](\u003cURL\u003e", + "(8973", + "byte", + "balanced", + "summary).", + "render_template.cjs", + "passed", + "11/11", + "syntax", "test", - "complete", - "—", - "all", - "12/12", - "tools", - "available:", - "|", - "Tool", - "|", - "Status", - "|", - "Version", - "|", - "|------|--------|---------|", - "|", - "bash", - "|", - "✅", - "|", - "5.2.21", - "|", - "|", - "sh", - "|", - "✅", - "|", - "available", - "|", - "|", - "git", - "|", - "✅", - "|", - "2.53.0", - "|", - "|", - "jq", - "|", - "✅", - "|", - "1.7", - "|", - "|", - "yq", - "|", - "✅", - "|", - "v4.52.5", - "|", - "|", - "curl", - "|", - "✅", - "|", - "8.5.0", - "|", - "|", - "gh", - "|", - "✅", - "|", - "2.89.0", - "|", - "|", - "node", - "|", - "✅", - "|", - "v20.20.2", - "|", - "|", - "python3", - "|", - "✅", - "|", - "3.12.3", - "|", - "|", - "go", - "|", - "✅", - "|", - "1.24.13", - "|", - "|", - "java", - "|", - "✅", - "|", - "openjdk", - "21.0.10", - "|", - "|", - "dotnet", - "|", - "✅", - "|", - "10.0.201", - "|", - "**Result:**", - "12/12", - "tools", - "available", - "✅", - "—", - "PASS", + "cases", + "including", + "#if/#elseif/#else", + "and", + "code-fence", + "preservation.", + "No", + "malformed", + "markdown,", + "unbalanced", + "fences,", + "unbalanced", + "\u003cdetails\u003e", + "tags,", + "or", + "unprocessed", + "Handlebars", + "artifacts", + "detected.", + "No", + "fixes", + "needed.", "status=noop" ] }, { - "id": 4, + "id": 31, "size": 1, "stage": "tool_result", "template": [ @@ -758,112 +631,41 @@ "Queried", "all", "open", - "issues", + "PRs", + "authored", + "by", + "app/github-copilot", "in", - "github/gh-aw", - "for", - "no:label", - "and", - "found", + "github/gh-aw.", + "Found", "0", - "unlabeled", - "issues.", - "All", "open", - "issues", - "already", - "have", - "at", - "least", - "one", - "label", - "applied", - "—", - "the", - "unlabeled", - "percentage", - "is", - "currently", - "0%,", - "well", - "below", - "the", - "5%", - "target", - "threshold.", - "status=noop" - ] - }, - { - "id": 6, - "size": 1, - "stage": "tool_result", - "template": [ - "stage=tool_result", - "message=No", - "SQL", - "injection", - "vulnerabilities", - "found.", - "The", - "gh-aw", - "codebase", - "has", - "no", - "SQL", - "database", - "usage", - "—", - "no", - "imports", - "of", - "database/sql,", - "sqlx,", - "gorm,", - "pgx,", - "or", - "any", - "SQL", - "ORM/driver.", - "All", - "\"\u003c*\u003e\"", - "references", - "in", - "the", - "codebase", - "are", - "in", - "test", - "fixture", - "data", - "representing", - "Docker", - "service", - "configurations", - "in", - "GitHub", - "Actions", - "workflows,", - "not", - "application", - "database", - "access.", - "There", - "is", + "PRs.", + "No", + "fork", + "PRs", + "to", + "triage.", + "Previous", + "runs", + "(25616322487,", + "25608654203)", + "also", + "found", "no", - "attack", - "surface", - "for", - "SQL", - "injection", - "in", - "this", - "repository.", + "qualifying", + "PRs.", + "Repo", + "memory", + "updated", + "with", + "run", + "metadata.", "status=noop" ] }, { - "id": 7, + "id": 41, "size": 1, "stage": "tool_result", "template": [ @@ -871,431 +673,4134 @@ "message=No", "action", "needed:", - "Issue", - "#25548", - "already", - "has", - "appropriate", - "labels", - "(enhancement,", - "awf).", + "Reviewed", + "2-day", + "window", + "(single", + "commit:", + "#31286", + "adding", + "printf", + "to", + "DefaultBashTools).", "The", - "issue", - "is", + "change", + "adds", "a", - "feature", - "request", + "safe", + "POSIX", + "built-in", "to", - "add", - "--diagnostic-logs", - "flag", - "for", - "collecting", - "Docker", - "operational", - "logs", - "on", - "AWF", - "failures.", - "Author", + "the", + "default", + "bash", + "allow-list,", + "enabling", + "safeoutputs", + "noop", + "pipelines.", + "No", + "new", + "threat", + "surface.", + "All", + "CTR-001", + "through", + "CTR-012", + "rules", + "remain", + "correctly", + "implemented", + "and", + "mapped.", + "Spec", + "v1.0.2", "is", - "a", - "COLLABORATOR,", - "so", - "no", - "community", - "label", - "needed.", + "current", + "and", + "synchronized", + "with", + "implementation.", "status=noop" ] }, { - "id": 9, + "id": 46, "size": 1, "stage": "tool_result", "template": [ "stage=tool_result", - "message=All", - "Safe", - "Outputs", - "conformance", - "checks", - "passed", - "-", - "no", - "issues", - "to", - "report.", - "Script", - "exited", + "message=No", + "action", + "needed:", + "pr-filter-results.json", + "contains", + "an", + "empty", + "pr_numbers", + "array", "with", - "code", - "0.", - "Results:", - "0", - "Critical,", "0", - "High,", + "evaluated", + "PRs", + "and", "0", - "Medium,", - "2", - "Low", - "failures.", - "The", - "2", - "LOW", - "findings", - "(USE-001:", - "generate_safe_outputs_tools.cjs", - "may", - "not", - "use", - "standardized", - "error", - "codes;", - "USE-003:", - "upload_artifact.cjs", - "missing", - "🎭", - "emoji", - "in", - "staged", - "mode)", - "do", - "not", - "meet", + "skipped.", + "No", + "PRs", + "matched", "the", - "threshold", - "for", + "filters,", + "so", + "no", + "subagent", + "dispatch,", + "comments,", + "or", + "report", "issue", - "creation", - "(requires", - "5+", - "LOW", - "issues", - "in", - "same", - "category).", + "are", + "required.", "status=noop" ] }, { - "id": 10, + "id": 12, "size": 1, "stage": "tool_result", "template": [ "stage=tool_result", "message=✅", "Daily", - "malicious", - "code", + "security", + "red", + "team", "scan", - "completed.", + "completed", + "(WEEKLY", + "FULL", + "COMPREHENSIVE).", "Analyzed", - "296", - "code", + "658", "files", - "(145", - "commits)", - "from", - "the", - "last", - "3", - "days", - "across", - "authors:", - "Copilot", - "(100),", - "github-actions[bot]", - "(27),", - "dependabot[bot]", - "(9),", + "(600", + ".cjs,", + "58", + ".sh)", + "in", + "actions/setup/js", "and", - "4", - "human", - "contributors.", - "**Patterns", - "scanned:**", - "-", - "Secret", - "exfiltration", - "(env", - "vars", - "+", + "actions/setup/sh", + "using", + "all", + "6", + "techniques:", + "pattern-analysis,", + "AST", + "inspection,", + "entropy", + "check,", "network", - "calls)", - "-", - "Obfuscated/encoded", - "payloads", - "(base64,", - "hex)", - "-", - "Suspicious", - "eval/exec", - "usage", - "-", - "External", - "unauthorized", + "analysis,", + "behavioral", + "analysis,", + "dependency", + "audit.", + "Verified", + "findings:", + "(1)", + "eval()", + "in", + "fuzz_template_branch_harness.cjs", + "evaluates", + "internally-extracted", + "function", + "from", + "render_template.cjs", + "for", + "fuzz", + "testing", + "—", + "safe;", + "(2)", + "rm", + "-rf", + "calls", + "in", + "test", + "scripts", + "target", + "locally-scoped", + "temp/test", + "workspace", + "vars", + "only;", + "(3)", + "shell", + "template", + "strings", + "with", + "\\$\\{branchName}", + "in", + "push_to_pull_request_branch.cjs", + "are", + "protected", + "by", + "normalizeBranchName", + "which", + "strips", + "all", + "chars", + "except", + "[a-zA-Z0-9-_/.];", + "(4)", "HTTP", + "POST", "calls", - "-", - "Unusual", - "file", - "additions", + "only", + "target", + "legitimate", + "APIs", + "(api.github.com/graphql,", + "api.anthropic.com,", + "user-configured", + "OTLP,", + "MCP", + "servers);", + "(5)", + "installer", + "scripts", + "(install_awf_binary.sh,", + 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