JSON-Rohbericht maschinenlesbar
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"body": "/proc's syscr and syscw were already being read by gopsutil and thrown\naway. They are the only per-process \"operations\" signal available:\ncAdvisor's container_blkio_* stay flat on these nodes, and the kernel\nnever attributes a block operation back to the process whose page it is\nflushing, so a true \n[…]\ne disk. A panel that plots them as \"IOPS\" would be quietly wrong;\nnode_disk_{reads,writes}_completed_total is where real IOPS lives.\n\nSelfIO now returns an IOStats struct rather than a widening tuple.",
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"body": "/proc/<pid>/io reports the thread group plus signal->ioac, and the kernel\nfolds a child's I/O accounting into its parent's signal->ioac when the\nparent reaps it. The fold is recursive, so every long-lived reaper claims\nthe I/O of everything that ever exited beneath it: on a CI node pid 1\nreads 26.5 \n[…]\n process that lived and died between two scrapes,\nwhich the per-thread view cannot see and which on a busy CI node is most\nof the traffic. Neither view is complete; the README says which to reach\nfor.",
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"body": "… truly emitted; to bound the boundless is our small rebellion against the void.",
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"body": "collector: bound the gitlab_process_info \"environ\" label",
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"body": "A process may carry tens of KB of environment (e.g. DataSunrise's\nAppBackendService keeps its whole config there). Emitting that verbatim as a\nPrometheus label pushes the value past label_value_length_limit (10240 by\ndefault) and fails the ENTIRE target scrape, not just the one metric.\n\nscrubEnviron\n[…]\nable present.\n\nThe dedicated ci_job_* labels are unaffected: they are extracted from the full\nprocess environ map, not from this bounded label.\n\nCo-Authored-By: Claude Opus 4.8 <noreply@anthropic.com>",
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"body": "collector: promote CI_JOB_ID/NAME/PROJECT_PATH/PIPELINE_ID to metric labels",
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"headline": "Merge pull request #16 from rachlenko/feat/ci-job-labels",
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"body": "…labels\n\nResource metrics can now be grouped/joined by ci_job_id directly instead of\nregexp-parsing the environ blob at query time. The four CI variables are read\nstraight from each process's environ map and emitted as dedicated labels on all\nper-process metrics (cpu/rss/vms/io_read/io_write) and on\n[…]\ninality is unchanged for them. Label names and values share a single\nordered source (ciJobLabelKeys), keeping MustNewConstMetric arity in sync.\n\nCo-Authored-By: Claude Opus 4.8 <noreply@anthropic.com>",
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"headline": "collector: promote CI_JOB_ID/NAME/PROJECT_PATH/PIPELINE_ID to metric …",
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"body": "deploy: add Headlamp (k8s web UI) via ArgoCD",
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"headline": "Merge pull request #15 from rachlenko/feat/argocd-headlamp",
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"body": "deploy: enable grafana_folder annotation for sidecar-provisioned dashboards",
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"headline": "Merge pull request #14 from rachlenko/feat/grafana-folder-annotation",
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"body": "…ves dominion over the machine, we glimpse how little we govern ourselves.",
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"headline": "The lamp we hang to see the cluster is also a mirror: granting oursel…",
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"body": "…,\" insisting that even borrowed order is a rebellion against the indifferent heap.",
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"headline": "We sort our labors into named rooms rather than the formless \"General…",
"author_name": "Evgeny Rachlenko",
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"oid": "832aeb83d8e6aaac7e6af59549c45fe671fa902d",
"body": "deploy: add a Grafana dashboard for the exporter",
"is_bot": false,
"headline": "Merge pull request #13 from rachlenko/feat/grafana-dashboard",
"author_name": "Evgeny",
"author_login": "rachlenko",
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"oid": "aba0ffab18e0ad667029db4fddb24e791fa167e7",
"body": "…ir toil we confront our own: meaning is not measured, only insisted upon.",
"is_bot": false,
"headline": "We trace the unseen labor of machines onto glass, and in charting the…",
"author_name": "Evgeny Rachlenko",
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"body": "deploy: enable Grafana and Alertmanager in kube-prometheus-stack (no default dashboards/alerts)",
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"headline": "Merge pull request #12 from rachlenko/feat/argocd-grafana-alertmanager",
"author_name": "Evgeny",
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"oid": "7596da45167014f25bc329a9e0ff4ebbe8a5ef63",
"body": "…Alertmanager awake, yet empty, awaiting the meaning we alone must give.",
"is_bot": false,
"headline": "We light the lamps and silence the borrowed prophecies — Grafana and …",
"author_name": "Evgeny Rachlenko",
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"body": "…onitor\n\ndeploy: Prometheus Operator (ArgoCD) + Service/ServiceMonitor for scraping",
"is_bot": false,
"headline": "Merge pull request #11 from rachlenko/feat/argocd-prometheus-servicem…",
"author_name": "Evgeny",
"author_login": "rachlenko",
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"body": "…n image v0.0.16\n\n- deploy/argocd/kube-prometheus-stack.yaml: ArgoCD Application installing\n kube-prometheus-stack (Grafana/Alertmanager off; serviceMonitorSelectorNilUsesHelmValues=false;\n ServerSideApply for the large CRDs).\n- deploy/k8s: add Service + ServiceMonitor so Prometheus scrapes the exporter;\n bump the image to v0.0.16.\n- deploy/argocd/application.yaml: track main so manifest changes roll out via GitOps.",
"is_bot": false,
"headline": "deploy: add Prometheus Operator (ArgoCD) + Service/ServiceMonitor; pi…",
"author_name": "Evgeny Rachlenko",
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"body": "deploy: add ArgoCD Application manifest for the k8s DaemonSet",
"is_bot": false,
"headline": "Merge pull request #10 from rachlenko/feat/argocd-application",
"author_name": "Evgeny",
"author_login": "rachlenko",
"committed_at": "2026-06-24T09:49:25Z",
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"oid": "c373accd41147b28a3ddfd54f738af0cb9c137b0",
"body": "…l a quiet refusal of the entropy that would unmake our order",
"is_bot": false,
"headline": "deploy: we send a sentinel to mend what drifts — each silent self-hea…",
"author_name": "Evgeny Rachlenko",
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"body": "deploy: add Kubernetes DaemonSet template/example manifests (deploy/k8s)",
"is_bot": false,
"headline": "Merge pull request #9 from rachlenko/feat/k8s-deploy-templates",
"author_name": "Evgeny",
"author_login": "rachlenko",
"committed_at": "2026-06-24T09:34:24Z",
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"oid": "d3641ec0ef51c31ddefd82441f51ed29d8deb854",
"body": "…rocess is to refuse the silence, and to redact a name is mercy chosen freely",
"is_bot": false,
"headline": "deploy: cast one watcher onto every node — to observe each laboring p…",
"author_name": "Evgeny Rachlenko",
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"committed_at": "2026-06-24T09:31:33Z",
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"oid": "62fc35e88f6196ebb7dfa74649db98d5c7a5f51c",
"body": "docs: how to add sensitive-data filters in --config and wire it into the k8s DaemonSet",
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"headline": "Merge pull request #8 from rachlenko/docs/config-filters-and-k8s",
"author_name": "Evgeny",
"author_login": "rachlenko",
"committed_at": "2026-06-24T09:02:11Z",
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"oid": "7d8ab1f7d2e1a731af822e44d036d0b24c525325",
"body": "…ose, against an indifferent world, what silence might still protect",
"is_bot": false,
"headline": "docs: we teach the exporter which names to bury — to redact is to cho…",
"author_name": "Evgeny Rachlenko",
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"body": "…C) manifest\n\n- Document every exposed metric (6 process + 2 kube): name, type, unit, labels,\n and the gitlab_process_info cmdline/environ labels.\n- Note the gitlab_process_cpu_seconds_total caveat (carries a CPU percent, not a\n seconds counter — do not rate() it).\n- Explain how HOST_IP (which kub\n[…]\net + SA + ClusterRole(Binding)\n manifest including hostPID/root requirements.\n- Clarify no official container image is published.\n\nCo-Authored-By: Claude Opus 4.8 (1M context) <noreply@anthropic.com>",
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"headline": "Merge pull request #3 from rachlenko/feat/configurable-environ-filters",
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"headline": "Merge pull request #1 from rachlenko/feat/kubernetes-job-metrics",
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"body": "…le label\n\nCloses the two minor findings from the final review:\n- add a direct TestNormalizeSubstrings unit test\n- sort environ keys in scrubEnviron so the gitlab_process_info 'environ'\n label is deterministic across scrapes (was map-iteration order)\n\nCo-Authored-By: Claude Opus 4.8 (1M context) <noreply@anthropic.com>",
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"headline": "feat(exporter): apply operator-configured key substrings in environ s…",
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"is_bot": false,
"headline": "chore: record godebug indirect dep (testutil) and commit implementati…",
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"body": "- Add //nolint:gosec comment on saTokenPath (G101 false positive: filesystem path, not credential)\n- Use http.NewRequestWithContext with 5s timeout in Pods() method (noctx requirement)\n- Add context import to imports block\n\nCo-Authored-By: Claude Opus 4.8 (1M context) <noreply@anthropic.com>",
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"committed_at": "2026-06-22T19:13:01Z",
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"body": "… gaps\n\nRemove \"sas\" from IsSecretKey denylist (strings.Contains matches benign keys\nlike DATABASES_COUNT and RELEASES_DIR; real Azure SAS tokens are caught by\nIsSecretValue entropy check). Move tokenPrefixes local to IsSecretValue.\nAdd TestParsePodListMissingRequests for zero-value container resources.\nAdd symmetric kuber_memory_request count assertion in dedup test. Fix\nimprecise comment in TestKubeCollector.\n\nCo-Authored-By: Claude Sonnet 4.6 <noreply@anthropic.com>",
"is_bot": false,
"headline": "refactor(exporter): trim over-broad sas denylist entry and close test…",
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"headline": "feat(exporter): harden environ scrubbing with expanded denylist and v…",
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"headline": "feat(exporter): add thread-safe KubeStore snapshot",
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"headline": "feat(exporter): add kubelet /pods client and PodList parser",
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"headline": "feat(exporter): add in-cluster detection",
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{
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"headline": "feat(exporter): parse pod UID from cgroup path",
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"headline": "feat(exporter): add PodUID to ProcessSample",
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{
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"body": "…iltering\n\nCo-Authored-By: Claude Opus 4.8 (1M context) <noreply@anthropic.com>",
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"headline": "docs: design for Kubernetes job-resource metrics + hardened environ f…",
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{
"oid": "4774b435779522d352e1f13387674416caec5682",
"body": "Document 'go install .../cmd/jobreport-web@latest' (and @main) in the top-level\nREADME, under section 1, with a pointer to the component README.\n\nCo-Authored-By: Claude Opus 4.8 (1M context) <noreply@anthropic.com>",
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"body": "Clarifies the rejected-job-id error and the form label/placeholder (the numeric\nGitLab job id from the .../-/jobs/<id> URL, not the runner system id). Documents\ngo install (use @main until a tag includes the package).\n\nCo-Authored-By: Claude Opus 4.8 (1M context) <noreply@anthropic.com>",
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"headline": "jobreport-web: clarify job-id is numeric; document go install",
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{
"oid": "1961d433ed627f7cbbe448a39b810708dd9558bc",
"body": "…ion, and loading indicator\n\nRenders saved URLs as a radio list: the selected one is highlighted (green\nbackground + checkmark via :has(input:checked)) and drives the query. Add/Delete\nmanage the list. Report now requires a selection and shows a clear 'select a URL'\nmessage otherwise, plus an htmx hx-indicator banner that appears while the report\nruns and disappears when done.\n\nCo-Authored-By: Claude Opus 4.8 (1M context) <noreply@anthropic.com>",
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"headline": "jobreport-web: selectable Prometheus URL list with highlight, validat…",
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"body": "…/delete\n\nReplaces the <select>+separate-add-field design, whose empty list submitted\nprom=\"\" and produced a spurious 'prometheus URL is required'. Now one text\nfield with a datalist of saved URLs, pre-filled with the last one and always\nsubmitted; Add/Delete manage the saved list (datalist fragment swap).\n\nCo-Authored-By: Claude Opus 4.8 (1M context) <noreply@anthropic.com>",
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"headline": "jobreport-web: single combobox Prometheus URL (type or pick) with add…",
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"body": "…ete)\n\nRestores a saved-URL <select> with an Add field and a new Delete button\n(POST /prometheus/delete -> PrometheusStore.Remove), all inside the single\nform. Report uses the selected URL, falling back to a freshly typed one, and\npersists it. Adds Remove plus handler/store tests.\n\nCo-Authored-By: Claude Opus 4.8 (1M context) <noreply@anthropic.com>",
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"headline": "jobreport-web: manageable Prometheus URL dropdown (select + add + del…",
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"body": "Prevents the browser from submitting a stale cached form (which posted an\nout-of-date layout, e.g. an empty Prometheus field after the UI redesign,\ncausing a spurious 'prometheus URL is required').\n\nCo-Authored-By: Claude Opus 4.8 (1M context) <noreply@anthropic.com>",
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"headline": "jobreport-web: send Cache-Control: no-store on HTML responses",
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"body": "The Prometheus client now retries up to 3 times on 502/503/504 or transport\nerrors (linear backoff), turning a flapping upstream's transient gateway\nerrors into successful responses. 4xx and decode errors are not retried.\n\nCo-Authored-By: Claude Opus 4.8 (1M context) <noreply@anthropic.com>",
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"headline": "jobreport: retry transient Prometheus 5xx with backoff",
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"headline": "jobreport-web: single editable Prometheus URL field + clearer time la…",
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"body": "Adds a -debug flag (env JOBREPORT_WEB_DEBUG) that logs response sizes,\nclient remote addresses, and report output sizes alongside the standard\nper-request log line. Off by default; tainted values use %q.\n\nCo-Authored-By: Claude Opus 4.8 (1M context) <noreply@anthropic.com>",
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"body": "validateURL required an http(s) scheme, but the jobreport engine accepts\nscheme-less hosts (and $PROMETHEUS_URL is itself scheme-less), so natural\ninput like 'prometheus.example.net' or 'localhost:9090' was wrongly rejected.\nnormalizeURL now defaults a missing scheme to https for both the store and the\nreport path. Adds per-request logging and a report-exec trace (user values via\n%q to avoid log injection).\n\nCo-Authored-By: Claude Opus 4.8 (1M context) <noreply@anthropic.com>",
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"headline": "jobreport-web: accept scheme-less Prometheus URLs + add request logging",
"author_name": "Evgeny Rachlenko",
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"body": "The Report button only included the dropdown (#prom), so a URL typed into\nthe add field and submitted without first clicking Add URL was dropped,\nyielding 'prometheus URL is required'. Report now also includes #new-url,\nand /report falls back to the typed url field (persisting it for next time).\n\nCo-Authored-By: Claude Opus 4.8 (1M context) <noreply@anthropic.com>",
"is_bot": false,
"headline": "jobreport-web: use a typed Prometheus URL directly in Report",
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"body": "Adds cmd/jobreport-web (embedded htmx UI, self-exec report runner, JSON\nPrometheus-URL store, UTC window builder) and extracts the shared\ninternal/jobreport engine. Also includes jobreport local-file log support\nand flag/scheme fixes.\n\nCo-Authored-By: Claude Opus 4.8 (1M context) <noreply@anthropic.com>",
"is_bot": false,
"headline": "Merge jobreport-web: htmx single-binary report UI",
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"author_name": "Evgeny Rachlenko",
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{
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"body": "- Validate absolute window range (end must be after start) in parseWindow,\n preventing confusing PromQL errors from a zero/negative range duration on\n the CLI path.\n- Log exec error in handleReport when a non-zero report exit still produced\n output, so operator-visible failures (timeouts, partial output) are no\n longer silently dropped.\n- Add TestParseWindowArg covering relative, absolute, reversed, and equal\n ranges.\n\nCo-Authored-By: Claude Opus 4.8 (1M context) <noreply@anthropic.com>",
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"body": "- serialize PrometheusStore read-modify-write to prevent lost updates on\n concurrent POST /prometheus (storeMu mutex on Server)\n- validate the report-form prom URL in runReport (same http(s) check the\n store applies on add) since it comes straight from the client\n- gitignore the jobreport-web runtime store file and its temp glob\n\nCo-Authored-By: Claude Opus 4.8 (1M context) <noreply@anthropic.com>",
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"body": "- jobreport-web: resolve self-exec path via os.Executable() instead of\n os.Args[0], so re-exec is immune to cwd/$PATH changes after startup\n- jobreport-web: explicitly initialize the Server.store field in NewServer\n- tests: assert exact ordered arg slice in TestRunReport (was membership-only);\n ad\n[…]\nt, cmd/jobreport-web, internal/jobreport packages\n and the self-exec convention in CLAUDE.md; note make build yields two binaries\n\nCo-Authored-By: Claude Opus 4.8 (1M context) <noreply@anthropic.com>",
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{
"key": "fuzzing",
"name": "Fuzzing",
"detail": "project is not fuzzed",
"points": 0,
"status": "missed",
"details": [],
"max_points": 5
},
{
"key": "license",
"name": "License",
"detail": "license file detected",
"points": 2.5,
"status": "met",
"details": [],
"max_points": 2.5
},
{
"key": "maintained",
"name": "Maintained",
"detail": "project was created within the last 90 days. Please review its contents carefully",
"points": 0,
"status": "missed",
"details": [],
"max_points": 7.5
},
{
"key": "packaging",
"name": "Packaging",
"detail": "packaging workflow detected",
"points": 5,
"status": "met",
"details": [],
"max_points": 5
},
{
"key": "pinned_dependencies",
"name": "Pinned-Dependencies",
"detail": "dependency not pinned by hash detected -- score normalized to 0",
"points": 0,
"status": "missed",
"details": [],
"max_points": 5
},
{
"key": "sast",
"name": "SAST",
"detail": "SAST tool is not run on all commits -- score normalized to 0",
"points": 0,
"status": "missed",
"details": [],
"max_points": 5
},
{
"key": "security_policy",
"name": "Security-Policy",
"detail": "security policy file not detected",
"points": 0,
"status": "missed",
"details": [],
"max_points": 5
},
{
"key": "signed_releases",
"name": "Signed-Releases",
"detail": "Project has not signed or included provenance with any releases.",
"points": 0,
"status": "missed",
"details": [],
"max_points": 7.5
},
{
"key": "token_permissions",
"name": "Token-Permissions",
"detail": "detected GitHub workflow tokens with excessive permissions",
"points": 0,
"status": "missed",
"details": [],
"max_points": 7.5
},
{
"key": "vulnerabilities",
"name": "Vulnerabilities",
"detail": "1 existing vulnerabilities detected",
"points": 6.8,
"status": "partial",
"details": [],
"max_points": 7.5
}
]
},
{
"key": "dependency_advisories",
"band": "excellent",
"name": "Dependency advisories",
"note": "Excluded from scoring (no data or not applicable): Indirect dependencies free of known advisories, No advisories left outstanding. Remaining weights renormalized. Matched 20 resolved dependencies against OSV. This repository publishes no package the index resolves, so the repository dependency graph was assessed instead. That graph mixes development and test pins with shipped dependencies, so only the declared runtime dependencies are scored; transitive findings are reported as context and excluded from the score. Reachability is not analyzed.",
"notes": [
{
"code": "excluded_no_data",
"params": {
"components": [
"indirect_dependencies_free_of_known_advisories",
"no_advisories_left_outstanding"
]
}
},
{
"code": "weights_renormalized",
"params": {}
},
{
"code": "advisories_scope_repository",
"params": {
"assessed": 20
}
},
{
"code": "advisories_repo_graph_caveat",
"params": {}
},
{
"code": "advisories_reachability",
"params": {}
}
],
"value": 100,
"inputs": {
"source": "osv",
"advisories": 1,
"affected_packages": 1,
"assessed_packages": 20,
"unassessed_packages": 0,
"affected_by_severity": "unknown 1",
"direct_affected_packages": 0
},
"components": [
{
"key": "direct_dependencies_free_of_known_advisories",
"name": "Direct dependencies free of known advisories",
"detail": "no direct dependency carries a known advisory",
"points": 35,
"status": "met",
"details": [
{
"code": "no_direct_advisories",
"params": {}
}
],
"max_points": 35
},
{
"key": "indirect_dependencies_free_of_known_advisories",
"name": "Indirect dependencies free of known advisories",
"detail": "transitive set not separable from development and test dependencies in this scope",
"points": 0,
"status": "excluded",
"details": [
{
"code": "advisories_scope_not_separable",
"params": {}
}
],
"max_points": 25
},
{
"key": "no_advisories_left_outstanding",
"name": "No advisories left outstanding",
"detail": "no advisory carries a publication date",
"points": 0,
"status": "excluded",
"details": [
{
"code": "advisories_no_publication_date",
"params": {}
}
],
"max_points": 40
}
]
},
{
"key": "malicious_dependencies",
"band": "excellent",
"name": "Malicious dependencies",
"note": null,
"notes": [],
"value": 100,
"inputs": {
"source": "osv",
"meaning": "reported as a malicious package by the OpenSSF corpus; the remedy is removal or moving off the compromised name, never an upgrade of the same artifact. Versions the registry has since pulled are listed but not scored",
"packages": [],
"red_flag": false,
"assessed_packages": 20,
"malicious_packages": 0,
"direct_malicious_packages": 0,
"withdrawn_malicious_packages": 0,
"installable_malicious_packages": 0
},
"components": [
{
"key": "no_dependency_reported_as_a_malicious_package",
"name": "No dependency reported as a malicious package",
"detail": "no dependency is reported as a malicious package",
"points": 100,
"status": "met",
"details": [
{
"code": "no_malicious_dependencies",
"params": {}
}
],
"max_points": 100
}
]
},
{
"key": "high_risk_jurisdiction_exposure",
"band": "excellent",
"name": "High-Risk Jurisdiction Exposure",
"note": "Only high-confidence self-published location evidence affects this multiplier. Ambiguous matches are review-only; country evidence is not proof of nationality, citizenship, legal registration, malicious intent, or sanctions status.",
"notes": [
{
"code": "jurisdiction_evidence_limits",
"params": {}
}
],
"value": 100,
"inputs": {
"meaning": "self-published location evidence; not nationality or citizenship",
"red_flag": false,
"exposures": [],
"policy_countries": [
"Russia",
"Iran",
"North Korea"
],
"review_only_matches": 0,
"assessed_self_published_locations": 2
},
"components": [
{
"key": "policy_exposure_multiplier",
"name": "Policy exposure multiplier",
"detail": "no confirmed policy-scope location match",
"points": 100,
"status": "met",
"details": [
{
"code": "jurisdiction_no_match",
"params": {}
}
],
"max_points": 100
}
]
}
],
"description": "Are visible security and supply-chain practices strong, with no malicious dependency and no unresolved high-risk jurisdiction exposure?"
},
{
"key": "ai_readiness",
"band": "excellent",
"name": "AI Readiness",
"value": 86,
"weight": 0,
"metrics": [
{
"key": "ai_agent_context",
"band": "excellent",
"name": "Agent context & guidance",
"note": null,
"notes": [],
"value": 85,
"inputs": {
"has_llms_txt": false,
"legible_history_share": 0.9,
"agent_instruction_files": [
"CLAUDE.md"
],
"agent_instruction_max_bytes": 3590
},
"components": [
{
"key": "agent_instructions",
"name": "Agent instructions",
"detail": "CLAUDE.md",
"points": 45,
"status": "met",
"details": [
{
"code": "file_list",
"params": {
"files": "CLAUDE.md"
}
}
],
"max_points": 45
},
{
"key": "machine_readable_docs_llms_txt",
"name": "Machine-readable docs (llms.txt)",
"detail": null,
"points": 0,
"status": "missed",
"details": [],
"max_points": 15
},
{
"key": "legible_commit_history",
"name": "Legible commit history",
"detail": "90 of 100 human commits state their intent (structured subject or explanatory body)",
"points": 40,
"status": "met",
"details": [
{
"code": "legible_history",
"params": {
"legible": 90,
"sampled": 100
}
}
],
"max_points": 40
}
]
},
{
"key": "ai_verify_loop",
"band": "good",
"name": "Verify loop (build / test / typecheck)",
"note": null,
"notes": [],
"value": 82,
"inputs": {
"has_nix": false,
"has_tests": true,
"lockfiles": [
"go.sum"
],
"has_dockerfile": true,
"typed_language": true,
"bootstrap_files": [
"Makefile"
],
"has_devcontainer": false,
"has_linter_config": true,
"typecheck_configs": [],
"agent_commit_share": 0.41,
"toolchain_manifests": [
"go.mod"
],
"dependency_bot_commit_share": 0
},
"components": [
{
"key": "one_command_bootstrap",
"name": "One-command bootstrap",
"detail": "Makefile",
"points": 18,
"status": "met",
"details": [
{
"code": "file_list",
"params": {
"files": "Makefile"
}
}
],
"max_points": 18
},
{
"key": "automated_tests",
"name": "Automated tests",
"detail": null,
"points": 22,
"status": "met",
"details": [],
"max_points": 22
},
{
"key": "lint_format_config",
"name": "Lint / format config",
"detail": ".golangci.yml",
"points": 11,
"status": "met",
"details": [
{
"code": "file_list",
"params": {
"files": ".golangci.yml"
}
}
],
"max_points": 11
},
{
"key": "static_type_checking",
"name": "Static type checking",
"detail": "Go (statically typed)",
"points": 11,
"status": "met",
"details": [
{
"code": "statically_typed_language",
"params": {
"language": "Go"
}
}
],
"max_points": 11
},
{
"key": "reproducible_environment",
"name": "Reproducible environment",
"detail": "Dockerfile, lockfile",
"points": 10,
"status": "met",
"details": [
{
"code": "file_list",
"params": {
"files": "Dockerfile, lockfile"
}
}
],
"max_points": 10
},
{
"key": "demonstrated_agent_practice",
"name": "Demonstrated agent practice",
"detail": "41 of the last 100 commits agent-authored or agent-credited",
"points": 10,
"status": "met",
"details": [
{
"code": "agent_authored_commits",
"params": {
"count": 41,
"sampled": 100
}
}
],
"max_points": 10
},
{
"key": "automated_maintenance",
"name": "Automated maintenance",
"detail": "no automated dependency updates observed",
"points": 0,
"status": "missed",
"details": [
{
"code": "no_dependency_automation",
"params": {}
}
],
"max_points": 8
},
{
"key": "openssf_scorecard_pinned_dependencies",
"name": "OpenSSF Scorecard: Pinned-Dependencies",
"detail": "dependency not pinned by hash detected -- score normalized to 0",
"points": 0,
"status": "missed",
"details": [],
"max_points": 10
}
]
},
{
"key": "ai_code_legibility",
"band": "excellent",
"name": "Code legibility for models",
"note": null,
"notes": [],
"value": 100,
"inputs": {
"primary_language": "Go",
"largest_source_bytes": 48101,
"source_files_sampled": 43,
"oversized_source_files": 0
},
"components": [
{
"key": "type_checkable_code",
"name": "Type-checkable code",
"detail": "Go (statically typed)",
"points": 45,
"status": "met",
"details": [
{
"code": "statically_typed_language",
"params": {
"language": "Go"
}
}
],
"max_points": 45
},
{
"key": "manageable_file_sizes",
"name": "Manageable file sizes",
"detail": "0/43 source files over 60KB",
"points": 55,
"status": "met",
"details": [
{
"code": "oversized_source_files",
"params": {
"kb": 60,
"sampled": 43,
"oversized": 0
}
}
],
"max_points": 55
}
]
}
],
"description": "How well is the repo equipped to be developed and maintained with AI coding agents? An independent, experimental badge — weight 0.0, so it is surfaced on its own and does not affect the overall health score."
}
],
"metrics_version": "1.13.0"
},
"warnings": [
"Star history unavailable: GitHub GraphQL error: Resource not accessible by personal access token"
],
"report_type": "repository",
"generated_at": "2026-07-23T07:49:19.863071Z",
"schema_version": "0.27.0",
"badge_url": "https://raw.githubusercontent.com/inspect-software/badges/main/v1/r/rachlenko/gitlab-procs-exporter.svg",
"full_name": "rachlenko/gitlab-procs-exporter",
"license_state": "standard",
"license_spdx": "MIT"
}