Public record
Software health reportschema 0.27.0 · metrics 1.13.0 · 2026-07-24 21:37 UTC

netboxlabs / pktvisor

pktvisor is a dynamic network observability agent that smartly analyzes network traffic and generates opentelemetry metrics

C++ · CMPL-2.0★ 523 stars⑂ 32 forkssince Feb 2020View on GitHub ↗

netboxlabs/pktvisor holds a health index of 72 out of 100, placing it in the Good band. It scores highest on Engineering Quality (81/100) and lowest on Sustainability & Governance (65/100). It was last updated 2 days ago. A single contributor accounts for most of its recent work.

72
overall / 100
Good

Software health index

Metrics are grouped into weighted categories on one standardized 1–100 scale. Overall starts as their weighted mean; when public evidence triggers the High-Risk Jurisdiction Policy, the rating is adjusted and receives an At risk ceiling of 49. AI Readiness sits outside the overall score.

72
Excellent85-100Exemplary; meets essentially all checked criteria
Good70-84Healthy; minor gaps
Moderate50-69Acceptable with notable gaps; review recommended
At risk30-49Significant weaknesses; adoption warrants caution
Critical1-29Severe problems (abandoned, single-maintainer, no hygiene)
VitalityCommunity &AdoptionSustainability &GovernanceEngineeringQualitySecurityAI Readiness

Score profile

Each axis is a category. The shape matters more than the average — a healthy subject fills the whole shape, while a spike-and-crater profile means strength in one dimension is masking risk in another.

Ownership

NetBox LabsOrganization
229 followers25 public repossince Oct 2022

This repository is backed by an organization — shared, accountable stewardship that can outlive any single maintainer.

Metrics by category

Vitality

Is the project alive — is code being written and are releases shipping?

65Moderate · 22% of overall
How it's scored
36/36Push recency — last push 2 days ago
11.1/36Commit cadence — 16/52 weeks with commits
14.1/18Commit volume — 36 commits in the last year
10/10OpenSSF Scorecard: Maintained — 23 commit(s) and 0 issue activity found in the last 90 days -- score normalized to 10
Inputs used
commits_last_year36
human_commit_share0.89
days_since_last_push2
active_weeks_last_year16
How it's scored
27/27Ships releases — 15 releases published
16.2/36Release recency — latest release 309 days ago
12.6/27Release cadence — a release every ~179.6 days
0/10OpenSSF Scorecard: Signed-Releases — Project has not signed or included provenance with any releases.
Inputs used
releases_count15
latest_release_tagtoolchains
releases_from_tagsno
days_since_latest_release309
mean_days_between_releases179.6

Community & Adoption

Does the project have users, downloads, attention, and a welcoming setup for contributors?

74Good · 18% of overall
How it's scored
44.1/60Stars — 523 stars
12.4/25Forks — 32 forks
8.7/15Watchers — 37 watchers
Inputs used
forks32
stars523
watchers37
growth_stateunverified
growth_factor_pct100
growth_unverified_reasonno_history

Community health

85Excellent
How it's scored
22.5/22.5README
22.5/22.5License — recognized license (MPL-2.0)
18/18CONTRIBUTING guide
13.5/13.5Code of conduct
0/7.2Issue template
0/6.3PR template
Inputs used
has_readmeyes
has_licenseyes
has_contributingyes
has_issue_templateno
has_code_of_conductyes
has_pull_request_templateno

Sustainability & Governance

Will the project survive its people — bus factor, responsiveness, who backs it, and package upkeep?

65Moderate · 24% of overall
How it's scored
9/54Bus factor — 1 contributor(s) cover half of all commits
7.3/22.5Commit distribution — top contributor authored 68% of commits
13.5/13.5Contributor breadth — 16 contributors
10/10OpenSSF Scorecard: Contributors — project has 6 contributing companies or organizations
Inputs used
bus_factor1
contributors_sampled16
top_contributor_share0.676
How it's scored
46.5/46.8Issue resolution — 100% of issues closed
34.5/38.3PR acceptance — 517/573 decided PRs merged
15/15OpenSSF Scorecard: Code-Review — all changesets reviewed
Inputs used
merged_prs517
open_issues1
closed_issues217
issue_closed_ratio0.995
closed_unmerged_prs56
How it's scored
30/30Ownership backing — organization-owned
0/20Verified domain
17/25Owner reach — 229 followers of netboxlabs
17.8/25Track record — 25 public repos, account ~3 yr old
Inputs used
followers229
owner_typeOrganization
is_verified
owner_loginnetboxlabs
public_repos25
account_age_days1,369

Engineering Quality

Are baseline engineering and documentation practices in place?

81Good · 20% of overall
How it's scored
24/24CI workflows — 7 workflow(s)
24/24Tests present
0/16Linter config
0/9.6Pre-commit hooks
0/6.4.editorconfig
20/20OpenSSF Scorecard: CI-Tests — 29 out of 29 merged PRs checked by a CI test -- score normalized to 10
Inputs used
has_ciyes
has_testsyes
has_editorconfigno
has_linter_configno
has_precommit_configno

Documentation

100Excellent
How it's scored
30/30README
25/25Documentation directory
15/15Documentation / homepage site — https://orb.community
10/10Repository description
10/10Topics — 11 topics
10/10Wiki
Inputs used
topicsobservability, monitoring, api-first, collector-agent, prometheus, grafana, agent, stream-processors, packet-capture, dnstap, pcap
has_wikiyes
homepagehttps://orb.community
has_readmeyes
has_docs_diryes
has_descriptionyes

Security

Are visible security and supply-chain practices strong, without unresolved high-risk jurisdiction exposure?

78Good · 16% of overall
How it's scored
7.5/7.5Binary-Artifacts — no binaries found in the repo
0/7.5Branch-Protection — no data
2.5/2.5CI-Tests — 29 out of 29 merged PRs checked by a CI test -- score normalized to 10
0/2.5CII-Best-Practices — no effort to earn an OpenSSF best practices badge detected
7.5/7.5Code-Review — all changesets reviewed
2.5/2.5Contributors — project has 6 contributing companies or organizations
10/10Dangerous-Workflow — no dangerous workflow patterns detected
7.5/7.5Dependency-Update-Tool — update tool detected
0/5Fuzzing — project is not fuzzed
2.5/2.5License — license file detected
7.5/7.5Maintained — 23 commit(s) and 0 issue activity found in the last 90 days -- score normalized to 10
5/5Packaging — packaging workflow detected
2.5/5Pinned-Dependencies — dependency not pinned by hash detected -- score normalized to 5
4/5SAST — SAST tool detected but not run on all commits
5/5Security-Policy — security policy file detected
0/7.5Signed-Releases — Project has not signed or included provenance with any releases.
0/7.5Token-Permissions — detected GitHub workflow tokens with excessive permissions
7.5/7.5Vulnerabilities — 0 existing vulnerabilities detected
Inputs used
sourceopenssf_scorecard
checks_evaluated17
scorecard_versionv5.5.0
checks_inconclusive1
scorecard_aggregate7.3
Excluded from scoring (no data or not applicable): branch_protection. Remaining weights renormalized.
How it's scored
35/35Direct dependencies free of known advisories — no direct dependency carries a known advisory
0/25Indirect dependencies free of known advisories — transitive set not separable from development and test dependencies in this scope
0/40No advisories left outstanding — no advisory carries a publication date
Inputs used
sourceosv
advisories0
affected_packages0
assessed_packages33
unassessed_packages0
affected_by_severitynone
direct_affected_packages0
Excluded from scoring (no data or not applicable): Indirect dependencies free of known advisories, No advisories left outstanding. Remaining weights renormalized. Matched 33 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.

AI Readiness

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.

66Moderate · 0% of overall
How it's scored
0/45Agent instructions — no CLAUDE.md / AGENTS.md / editor rules
0/15Machine-readable docs (llms.txt)
40/40Legible commit history — 85 of 89 human commits state their intent (structured subject or explanatory body)
Inputs used
has_llms_txtno
legible_history_share0.955
agent_instruction_files
agent_instruction_max_bytes
How it's scored
18/18One-command bootstrap — appimage/Makefile, docker/Makefile
22/22Automated tests
0/11Lint / format config
11/11Static type checking — C++ (statically typed)
10/10Reproducible environment — Dockerfile, lockfile
10/10Demonstrated agent practice — 14 of the last 100 commits agent-authored or agent-credited
8/8Automated maintenance — 11 of the last 100 commits are automated dependency updates
5/10OpenSSF Scorecard: Pinned-Dependencies — dependency not pinned by hash detected -- score normalized to 5
Inputs used
has_nixno
has_testsyes
lockfilesgo.sum
has_dockerfileyes
typed_languageyes
bootstrap_filesappimage/Makefile, docker/Makefile
has_devcontainerno
has_linter_configno
typecheck_configs
agent_commit_share0.14
toolchain_manifestsgolang/go.mod
dependency_bot_commit_share0.11
How it's scored
45/45Type-checkable code — C++ (statically typed)
53.8/55Manageable file sizes — 6/279 source files over 60KB
Inputs used
primary_languageC++
largest_source_bytes166,721
source_files_sampled279
oversized_source_files6
How it's scored
40/40API schema (OpenAPI/GraphQL/proto) — src/inputs/dnstap/pb/dnstap.proto
0/20MCP server
0/40Runnable examples
Inputs used
example_dirs
has_mcp_signalno
api_schema_filessrc/inputs/dnstap/pb/dnstap.proto

Key facts

523GitHub stars
16contributors
36commits, last 12 months
2days since last push
15releases
1bus factor
1open issues
Go, PyPIpackage ecosystems

Data collection warnings

  • Star history unavailable: GitHub GraphQL error: Resource not accessible by personal access token

More detail

Star and fork history 0 ★ / 32 ⇿
0Stars
32Forks
10Releases

When each star and fork was added, collected from GitHub and bucketed by day. Cumulative growth sits directly above the daily additions it is made of, so the two read against each other: steady organic accretion looks nothing like an abrupt, short-lived burst. Where that difference is measurable, it is reported as growth authenticity.

01325383282020-092022-122025-04
Major 1Minor 8Patch 1

Each point covers 5 days.

OpenSSF Scorecard 7.3 / 10
7.3aggregate

Independent, tool-agnostic security assessment from the open-source OpenSSF Scorecard. Each check rewards a security practice, not a specific vendor's tool. Checks Scorecard could not determine are marked n/a and excluded from the security score (never counted as zero).Scorecard v5.5.0 · 2026-07-24 21:36 UTC

10Binary-Artifactsno binaries found in the repo
n/aBranch-Protectioninternal error: error during branchesHandler.setup: internal error: some github tokens can't read classic branch protection rules: https://github.com/ossf/scorecard-action/blob/main/docs/authentication/fine-grained-auth-token.md
10CI-Tests29 out of 29 merged PRs checked by a CI test -- score normalized to 10
0CII-Best-Practicesno effort to earn an OpenSSF best practices badge detected
10Code-Reviewall changesets reviewed
10Contributorsproject has 6 contributing companies or organizations
10Dangerous-Workflowno dangerous workflow patterns detected
10Dependency-Update-Toolupdate tool detected
0Fuzzingproject is not fuzzed
10Licenselicense file detected
10Maintained23 commit(s) and 0 issue activity found in the last 90 days -- score normalized to 10
10Packagingpackaging workflow detected
5Pinned-Dependenciesdependency not pinned by hash detected -- score normalized to 5
8SASTSAST tool detected but not run on all commits
10Security-Policysecurity policy file detected
0Signed-ReleasesProject has not signed or included provenance with any releases.
0Token-Permissionsdetected GitHub workflow tokens with excessive permissions
10Vulnerabilities0 existing vulnerabilities detected
Direct dependencies 4
RegistryPackageVersion constraintManifest
Gogithub.com/hashicorp/go-versionv1.3.0golang/go.mod
Gogithub.com/jroimartin/gocuiv0.5.0golang/go.mod
Gogithub.com/mitchellh/mapstructurev1.4.2golang/go.mod
Gogithub.com/pkg/errorsv0.9.1golang/go.mod
All dependencies 33

Full resolved dependency set from the GitHub dependency graph: 5 direct and 28 indirect (transitive) packages. The transitive closure is complete when the repository commits a lockfile.

RegistryPackageVersionRelation
Gogithub.com/hashicorp/go-version1.3.0direct
Gogithub.com/jroimartin/gocui0.4.0direct
Gogithub.com/jroimartin/gocui0.5.0direct
Gogithub.com/mitchellh/mapstructure1.4.2direct
Gogithub.com/pkg/errors0.9.1direct
Gogithub.com/docopt/docopt-go0.0.0-20180111231733-ee0de3bc6815indirect
Gogithub.com/nsf/termbox-go0.0.0-20201124104050-ed494de23a00indirect
PyPIattrs21.4.0indirect
PyPIbehave1.2.6indirect
PyPIbehavex1.5.11indirect
PyPIcertifi2024.12.14indirect
PyPIcharset-normalizer2.1.0indirect
PyPIconfigobj5.0.9indirect
PyPIcsscompressor0.9.5indirect
PyPIdeepdiff8.6.2indirect
PyPIdocker5.0.3indirect
PyPIhtmlmin0.1.12indirect
PyPIidna3.15indirect
PyPIimportlib-resources5.9.0indirect
PyPIjinja23.1.6indirect
PyPIjsonschema4.7.2indirect
PyPImarkupsafe2.1.1indirect
PyPIordered-set4.1.0indirect
PyPIparse1.19.0indirect
PyPIparse-type0.6.0indirect
PyPIpyhamcrest2.0.3indirect
PyPIpyrsistent0.18.1indirect
PyPIpyyaml6.0indirect
PyPIrequests2.33.0indirect
PyPIsix1.16.0indirect
PyPIurllib32.7.0indirect
PyPIwebsocket-client1.3.3indirect
PyPIzipp3.21.0indirect
Dependency advisories 0

This repository publishes no package the index resolves, so its own dependency graph was assessed — 33 packages, which also include development and test pins that never ship: 0 carry known advisories, of which 0 are direct.

No known advisories affect the assessed dependencies.

An advisory means the version recorded in the dependency graph falls inside an advisory’s affected range. Reachability is not analysed, and the graph includes development and test pins — a finding may concern tooling rather than shipped software.

Raw JSON report machine-readable
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          "is_bot": false,
          "headline": "feat(netprobe): HTTP(S) + DoH endpoint probes via libcurl (Refs #697)…",
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          "headline": "fix(pcap): don't widen explicit host_spec with the interface subnet (…",
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          "oid": "1ad8e080f49b4c6190e202704be28bdb9eae84cd",
          "body": "…SIGBUS) (#789)\n\n* fix(inputs): close libuv loop after run() returns, not inside the async callback\n\nThe async stop callback (run on the loop thread inside uv_run) called\n_io_loop->close() (uv_loop_close). Closing the loop while uv_run is still on\nthe stack frees structures that uv__io_poll keeps it\n[…]\nad. This both leaves the loop\nquiescent for close() and fixes the pre-existing cross-thread uv_close on probe\nhandles. All three input loops (dnstap, flow, netprobe) are now quiescent at\nclose() time.",
          "is_bot": false,
          "headline": "fix(inputs): close libuv loop after run() returns (fixes flaky macOS …",
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          "oid": "8a5d4c611daf7770cf06b4a71ca9a0692cf02487",
          "body": "* docs(k8s): add pktvisor sidecar deployment example (#743)\n\n* docs(k8s): document the pktvisor sidecar example (#743)\n\n* docs(k8s): correct PodSecurity NET_RAW prerequisite; clarify apply path and pod SD dedup (#743)\n\n* docs(k8s): add NET_ADMIN for promiscuous capture; IPv6-safe scrape regex; portable iface lookup (#743)\n\n* docs(k8s): correct default-deny DNS egress + ingress-via-loopback caveats (#743)\n\n* docs(k8s): document IPv6-only/primary cluster args (-l ::, /128) (#743)",
          "is_bot": false,
          "headline": "docs(k8s): add pktvisor sidecar deployment example (#743) (#788)",
          "author_name": "Leonardo Parente",
          "author_login": "leoparente",
          "committed_at": "2026-06-26T12:29:59Z",
          "body_truncated": false,
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        },
        {
          "oid": "d942726e9dd079d3bb40304d6c185506eaa7efa2",
          "body": "…TYPE (#716) (#787)\n\n* feat(metrics): add PrometheusSerializer + MetricLabels (grouped, FMT, escaped, numeric-parity)\n\n* fix(metrics): group Prometheus output by family, fixing duplicate HELP/TYPE (#716)\n\n* fix(metrics): share one Prometheus serializer across policies on the aggregate /metrics route\n[…]\nping serializer, a no-op there\nsince the default policy's families are uniquely named). The named-policy/__all\nroutes (which always carried the handler label) and the #716 grouping fix are\nunaffected.",
          "is_bot": false,
          "headline": "fix(metrics): group Prometheus output by family — fix duplicate HELP/…",
          "author_name": "Leonardo Parente",
          "author_login": "leoparente",
          "committed_at": "2026-06-24T20:30:30Z",
          "body_truncated": true,
          "is_coding_agent": false
        },
        {
          "oid": "55ff30c409295e882aa03cfd9d11a5527ea4ad77",
          "body": "…#700) (#786)\n\nRemoves the vendored 3rd/rng/jsf.h (178 lines, Bob Jenkins Small Fast) in favor\nof a ~6-line inline SplitMix64 in AbstractMetricsManager.h. This is the deep-\nsampling gate's PRNG (roll 0-99, deep-sample when the roll is under\ndeep_sample_rate), used in exactly one place; sampling RATE\n[…]\npdate the NOMINMAX comment in CMakeLists.txt (it cited jsf.h's static\n  min()/max()); keep the define for general Windows hygiene.\n\nCo-authored-by: Claude Opus 4.8 (1M context) <noreply@anthropic.com>",
          "is_bot": false,
          "headline": "chore(metrics): replace vendored JSF PRNG with an inline SplitMix64 (…",
          "author_name": "Leonardo Parente",
          "author_login": "leoparente",
          "committed_at": "2026-06-24T18:46:27Z",
          "body_truncated": true,
          "is_coding_agent": true
        },
        {
          "oid": "a9e2e2c3e3d00eef615d7629bad14b34d7968a6d",
          "body": "* feat(netprobe): per-target ip_version config (4|6) with literal-conflict validation\n\n* fix(netprobe): IPv4-preferred DNS resolution, fix addrinfo iteration and IPv6 family selection\n\n* fix(netprobe): per-family send socket and IPPROTO_ICMPV6; resolve before socket create\n\n* feat(netprobe): send IC\n[…]\nrified\n  non-blocking, so a 0 flag is equivalent.\n\nCo-Authored-By: Claude Opus 4.8 (1M context) <noreply@anthropic.com>\n\n---------\n\nCo-authored-by: Claude Opus 4.8 (1M context) <noreply@anthropic.com>",
          "is_bot": false,
          "headline": "feat(netprobe): IPv6 (ICMPv6) ping support (#624) (#785)",
          "author_name": "Leonardo Parente",
          "author_login": "leoparente",
          "committed_at": "2026-06-23T18:34:12Z",
          "body_truncated": true,
          "is_coding_agent": true
        },
        {
          "oid": "ef6db7a00f213a406ad6005cf186ff431c28270b",
          "body": "* chore(deps): upgrade conan dependencies\n\nBump:\n- catch2 3.14.0 -> 3.15.1\n- libpcap 1.10.5 -> 1.10.6\n- npcap 1.70 -> 1.86 (Windows)\n- opentelemetry-cpp 1.24.0 -> 1.26.0\n- spdlog 1.15.0 -> 1.17.0\n- libcurl 8.19.0 -> 8.20.0\n\nDrop the explicit fmt/10.2.1 pin; fmt is now pulled transitively via\nspdlog \n[…]\n0.27.0 predates that change (needs only pthread).\n\nCo-Authored-By: Claude Opus 4.8 (1M context) <noreply@anthropic.com>\n\n---------\n\nCo-authored-by: Claude Opus 4.8 (1M context) <noreply@anthropic.com>",
          "is_bot": false,
          "headline": "chore(deps): upgrade conan dependencies (#784)",
          "author_name": "Leonardo Parente",
          "author_login": "leoparente",
          "committed_at": "2026-06-23T12:55:39Z",
          "body_truncated": true,
          "is_coding_agent": true
        },
        {
          "oid": "7211e8aa4e2bea47081cc061fa0a016fc9d39e8a",
          "body": "…l network interfaces (#783)\n\nCo-authored-by: Copilot Autofix powered by AI <62310815+github-advanced-security[bot]@users.noreply.github.com>",
          "is_bot": false,
          "headline": "Potential fix for code scanning alert no. 916: Binding a socket to al…",
          "author_name": "Leonardo Parente",
          "author_login": "leoparente",
          "committed_at": "2026-06-05T19:36:20Z",
          "body_truncated": false,
          "is_coding_agent": true
        },
        {
          "oid": "bd88d5fcbca66ce15118ad0a92b3c65b80de290f",
          "body": "Adds a lightweight CodeQL workflow covering Go and Python that runs on\npull_request, so SAST can be enforced as a merge gate. The existing\ncode-ql.yml keeps scanning C/C++ nightly (full build, too heavy per-PR).\n\nFrom the weekly GitHub security hygiene enforcement push; Leo approved\noption 2 (PR-triggered go/python gate, C/C++ stays nightly).",
          "is_bot": false,
          "headline": "ci: add PR-triggered CodeQL for Go/Python (#781)",
          "author_name": "cory-kantar",
          "author_login": "cory-kantar",
          "committed_at": "2026-06-02T19:13:01Z",
          "body_truncated": false,
          "is_coding_agent": false
        },
        {
          "oid": "7ae3e859436ac10373191e6e2f35bfb8e9e9b9cd",
          "body": "The daily Trivy rescan of netboxlabs/pktvisor:latest-develop flags 33\nGo stdlib CVEs (1 critical, 14 high) because the published pktvisor-cli\nwas built with Go 1.24.6 from the floating golang:bullseye tag.\n\nPin the Go toolchain to golang:1.26-alpine (currently 1.26.3, the\nrelease that fixes every fl\n[…]\ne image tracks alpine:3.21. The\nlibgnutls30t64/libgcrypt20 base-image CVEs need no change here; the\nexisting apt-get upgrade in the runtime stage clears them once the\nimage is rebuilt and republished.",
          "is_bot": false,
          "headline": "fix(ci): build pktvisor-cli with patched Go 1.26 on Alpine (#780)",
          "author_name": "Leonardo Parente",
          "author_login": "leoparente",
          "committed_at": "2026-06-02T17:59:41Z",
          "body_truncated": true,
          "is_coding_agent": false
        },
        {
          "oid": "f3b7fcf9c489a1706c06f60a33dfdb23fd33179c",
          "body": "Bumps the pip group with 1 update in the /automated_tests directory: [idna](https://github.com/kjd/idna).\n\n\nUpdates `idna` from 3.10 to 3.15\n- [Release notes](https://github.com/kjd/idna/releases)\n- [Changelog](https://github.com/kjd/idna/blob/master/HISTORY.md)\n- [Commits](https://github.com/kjd/id\n[…]\n dependency-type: direct:production\n  dependency-group: pip\n...\n\nSigned-off-by: dependabot[bot] <support@github.com>\nCo-authored-by: dependabot[bot] <49699333+dependabot[bot]@users.noreply.github.com>",
          "is_bot": true,
          "headline": "chore(deps): bump idna (#779)",
          "author_name": "dependabot[bot]",
          "author_login": "dependabot[bot]",
          "committed_at": "2026-06-02T17:09:48Z",
          "body_truncated": true,
          "is_coding_agent": false
        },
        {
          "oid": "5fdf69341aa557ffa60a77ea12f0eed6ab5925b8",
          "body": "* ci(docker): add Alpine 3.21 multi-arch image variant\n\nAdds a parallel Alpine-based image alongside the existing Ubuntu\nimages. Reuses the static musl pktvisord/pktvisor-reader binaries\nalready produced by build_cross.yml for x86_64 and aarch64, so the\nnew image inherits the existing cross-build pi\n[…]\ny on `push` to\n`refs/heads/develop`, as designed.\n\nCo-Authored-By: Claude Opus 4.7 (1M context) <noreply@anthropic.com>\n\n---------\n\nCo-authored-by: Claude Opus 4.7 (1M context) <noreply@anthropic.com>",
          "is_bot": false,
          "headline": "ci(docker): add Alpine 3.21 multi-arch image variant (#778)",
          "author_name": "Leonardo Parente",
          "author_login": "leoparente",
          "committed_at": "2026-05-19T12:54:55Z",
          "body_truncated": true,
          "is_coding_agent": true
        },
        {
          "oid": "86f1b13cc3e734bbab3eb751796e42baf85ac65d",
          "body": "* test(flow): cover NetFlow v1/v7 and sFlow IPv6 parse paths\n\nAdds three minimal hand-rolled pcap fixtures (nf1.pcap, nf7.pcap,\nsflow_ipv6.pcap) and accompanying test cases that exercise dispatch\narms in NetflowData.h (versions 1 and 7) and the IPv6 sampled-header\npath in SflowData.h. Existing flow \n[…]\ner-interface counters land in their IPv6 buckets.\n\nCo-Authored-By: Claude Opus 4.7 (1M context) <noreply@anthropic.com>\n\n---------\n\nCo-authored-by: Claude Opus 4.7 (1M context) <noreply@anthropic.com>",
          "is_bot": false,
          "headline": "test(flow): cover NetFlow v1/v7 and sFlow IPv6 parse paths (#775)",
          "author_name": "Leonardo Parente",
          "author_login": "leoparente",
          "committed_at": "2026-05-18T20:20:37Z",
          "body_truncated": true,
          "is_coding_agent": true
        },
        {
          "oid": "49a1a0843802168e2adba5d19d34f6645ac8484d",
          "body": "…s (#774)\n\n* test(netprobe): cover process_netprobe_icmp via handcrafted IcmpLayers\n\nNetProbeMetricsManager::process_netprobe_icmp was the largest remaining\ngap in NetProbeStreamHandler.cpp after the earlier rounds. pcap++\nexposes pcpp::IcmpLayer::setEchoRequestData / setEchoReplyData which\nbuild a \n[…]\nns_lookup_failures and netprobe_connect_failures.\n\nCo-Authored-By: Claude Opus 4.7 (1M context) <noreply@anthropic.com>\n\n---------\n\nCo-authored-by: Claude Opus 4.7 (1M context) <noreply@anthropic.com>",
          "is_bot": false,
          "headline": "test(netprobe): cover process_netprobe_icmp via handcrafted IcmpLayer…",
          "author_name": "Leonardo Parente",
          "author_login": "leoparente",
          "committed_at": "2026-05-18T19:13:29Z",
          "body_truncated": true,
          "is_coding_agent": true
        },
        {
          "oid": "becd76ae77ce4ef00c745a1f932d2343f9257175",
          "body": "The Debug workflow shared a conan cache key with the Release build\n(`conan-${{ runner.os }}-amd64-<hash>`). Only one job saves a given key,\nand the permissive `restore-keys` fallback let Debug pull in a Release-\npopulated cache that doesn't contain its debug-built dependencies — so\nevery Debug run r\n[…]\nps from source.\n\nTag the Debug cache key (and matching restore-keys) with `-debug-` so\nthe two builds maintain independent caches.\n\nCo-authored-by: Claude Opus 4.7 (1M context) <noreply@anthropic.com>",
          "is_bot": false,
          "headline": "ci: scope conan cache key by build type in build_debug.yml (#776)",
          "author_name": "Leonardo Parente",
          "author_login": "leoparente",
          "committed_at": "2026-05-18T19:06:12Z",
          "body_truncated": true,
          "is_coding_agent": true
        },
        {
          "oid": "1a11b91678ad34624948619f7700df7a1e9f40b8",
          "body": "Bumps the pip group with 1 update in the /automated_tests directory: [urllib3](https://github.com/urllib3/urllib3).\n\n\nUpdates `urllib3` from 2.6.3 to 2.7.0\n- [Release notes](https://github.com/urllib3/urllib3/releases)\n- [Changelog](https://github.com/urllib3/urllib3/blob/main/CHANGES.rst)\n- [Commit\n[…]\n dependency-type: direct:production\n  dependency-group: pip\n...\n\nSigned-off-by: dependabot[bot] <support@github.com>\nCo-authored-by: dependabot[bot] <49699333+dependabot[bot]@users.noreply.github.com>",
          "is_bot": true,
          "headline": "chore(deps): bump urllib3 (#773)",
          "author_name": "dependabot[bot]",
          "author_login": "dependabot[bot]",
          "committed_at": "2026-05-13T16:39:57Z",
          "body_truncated": true,
          "is_coding_agent": false
        },
        {
          "oid": "9087769b434b89532a4262c0bf340c63b5b01b2c",
          "body": "* ci(coverage): exclude cmd/* from coverage report\n\nIntegration tests are currently broken so the cmd/ entry points\n(pktvisord, pktvisor-reader) aren't being exercised by ctest. Showing\nthem at 0% drags the project number down without informing decisions.\nRestore the cmd/* exclusion to the lcov EXCL\n[…]\not counters,\n  invoke 3 calls (toHost UDP IPv4 / fromHost TCP IPv4 / unknown UDP\n  IPv6), assert exact deltas via otel.\n\n---------\n\nCo-authored-by: Claude Opus 4.7 (1M context) <noreply@anthropic.com>",
          "is_bot": false,
          "headline": "test+ci: phase 2.1 coverage push (cmd exclusion + ~30 new tests) (#772)",
          "author_name": "Leonardo Parente",
          "author_login": "leoparente",
          "committed_at": "2026-05-11T14:39:33Z",
          "body_truncated": true,
          "is_coding_agent": true
        },
        {
          "oid": "9ba961c8e19dc016e66fdb14f0b7d4ae93782781",
          "body": "* ci: surface code coverage on pull requests\n\nThree small infra changes; no production code touched.\n\n- .github/workflows/build_debug.yml: add `pull_request:` trigger so the\n  existing code-coverage job runs on PRs targeting develop. Gate the\n  Docker `build` and `package` jobs with `if: github.even\n[…]\n is one click away even if the inline comment\n  truncates anything\n- update-comment: true keeps PR clean across re-runs\n\n---------\n\nCo-authored-by: Claude Opus 4.7 (1M context) <noreply@anthropic.com>",
          "is_bot": false,
          "headline": "ci: surface code coverage on pull requests (#771)",
          "author_name": "Leonardo Parente",
          "author_login": "leoparente",
          "committed_at": "2026-05-09T16:04:47Z",
          "body_truncated": true,
          "is_coding_agent": true
        },
        {
          "oid": "be288a66227b6e37bb10298396cc4f2b73a8a14f",
          "body": "…istry (#770)\n\n* chore: replace Corrade plugin manager with hand-rolled in-process registry\n\nCorrade's PluginManager was being used purely for static-linked plugin\nregistration — pluginSearchPaths() returned {\"\"}, no .so files were ever\nloaded at runtime, and CORRADE_PLUGIN_IMPORT was the entry poin\n[…]\ncludes from <nlohmann/json.hpp>\nwhich is fragile.\n\nDrop the unused <exception> include and add the correct <stdexcept>.\n\n---------\n\nCo-authored-by: Claude Opus 4.7 (1M context) <noreply@anthropic.com>",
          "is_bot": false,
          "headline": "chore: replace Corrade plugin manager with hand-rolled in-process reg…",
          "author_name": "Leonardo Parente",
          "author_login": "leoparente",
          "committed_at": "2026-05-09T12:31:33Z",
          "body_truncated": true,
          "is_coding_agent": true
        },
        {
          "oid": "9e0d410abcc3395799ac8ed58f79cc71e732d061",
          "body": "…ky netflow test (#768)\n\n* chore: update opentelemetry-cpp and protobuf to latest versions\n\n- opentelemetry-cpp: 1.17.0 → 1.24.0\n- protobuf: 5.27.0 → 6.33.5 (major version bump)\n\nCo-Authored-By: Claude Sonnet 4.6 <noreply@anthropic.com>\n\n* fix: set CMAKE_CXX_STANDARD before project() for correct Con\n[…]\n the\nport map is empty so port 23 resolves to \"23\" instead of \"telnet\".\n\nCo-Authored-By: Claude Sonnet 4.6 <noreply@anthropic.com>\n\n---------\n\nCo-authored-by: Claude Sonnet 4.6 <noreply@anthropic.com>",
          "is_bot": false,
          "headline": "chore: update opentelemetry-cpp, protobuf, GitHub Actions and fix fla…",
          "author_name": "Leonardo Parente",
          "author_login": "leoparente",
          "committed_at": "2026-04-11T11:15:25Z",
          "body_truncated": true,
          "is_coding_agent": true
        },
        {
          "oid": "9d70cccb975f771843271a4eb28e714449e167d0",
          "body": "Dependency updates:\n\nUpdated several dependencies in conanfile.py, including catch2, json-schema-validator, libmaxminddb, openssl, pcapplusplus, sigslot, and libcurl to newer versions.\nCode modernization in DNS layer:\n\nReplaced all instances of NULL with nullptr in libs/visor_dns/DnsLayer.cpp to use\n[…]\ninter semantics and improve code clarity and safety. This affects pointer initialization, comparisons, and return values throughout the file.\n\nCo-authored-by: Claude Sonnet 4.6 <noreply@anthropic.com>",
          "is_bot": false,
          "headline": "chore: update 3rd party libs (#766)",
          "author_name": "Leonardo Parente",
          "author_login": "leoparente",
          "committed_at": "2026-04-10T17:30:17Z",
          "body_truncated": true,
          "is_coding_agent": true
        },
        {
          "oid": "55093ea13e2f3c9a432c4406ae5b753d54b2c281",
          "body": null,
          "is_bot": false,
          "headline": "chore: upgrade pcapplusplus from 23.09 to 24.09 (#763)",
          "author_name": "Leonardo Parente",
          "author_login": "leoparente",
          "committed_at": "2026-04-08T12:49:46Z",
          "body_truncated": false,
          "is_coding_agent": false
        },
        {
          "oid": "c7c422a95eff0ea761b859fb30ba8030416e7bc7",
          "body": "…n-tables\n\nfeat: add Source column to vulnerability scan tables",
          "is_bot": false,
          "headline": "Merge pull request #765 from netboxlabs/feat/add-source-column-to-sca…",
          "author_name": "Marc Barry",
          "author_login": "marc-barry",
          "committed_at": "2026-04-01T01:27:02Z",
          "body_truncated": false,
          "is_coding_agent": false
        },
        {
          "oid": "517345d1a674941700dfbe5f32610c519c7bb4a8",
          "body": "Show the Trivy target (OS layer, binary path, package file) in the\nvulnerability table so users can identify where each vulnerability\noriginates.\n\nCo-Authored-By: Claude Opus 4.6 <noreply@anthropic.com>",
          "is_bot": false,
          "headline": "feat: add Source column to vulnerability scan tables",
          "author_name": "Marc Barry",
          "author_login": "marc-barry",
          "committed_at": "2026-04-01T00:46:22Z",
          "body_truncated": false,
          "is_coding_agent": true
        },
        {
          "oid": "2ed747098f0fbf3937a4f21da73d6a9cb8aa863c",
          "body": "Add a scheduled Trivy vulnerability scan of the published Docker Hub\nimage (netboxlabs/pktvisor:latest-develop). Renders a vulnerability\ntable in the step summary and uploads SARIF to GitHub Code Scanning.\n\nPR-time build scanning is deferred due to the expensive C++ build\nprocess. This rescan catches newly disclosed CVEs in the published\nimage.",
          "is_bot": false,
          "headline": "feat: add daily container rescan workflow (#764)",
          "author_name": "Marc Barry",
          "author_login": "marc-barry",
          "committed_at": "2026-03-28T23:36:46Z",
          "body_truncated": false,
          "is_coding_agent": false
        },
        {
          "oid": "f4afa52befa7508d159301ab61f8ce0b0e6aa568",
          "body": "… (#761)\n\nBumps the pip group with 1 update in the /automated_tests directory: [requests](https://github.com/psf/requests).\n\n\nUpdates `requests` from 2.32.4 to 2.33.0\n- [Release notes](https://github.com/psf/requests/releases)\n- [Changelog](https://github.com/psf/requests/blob/main/HISTORY.md)\n- [Co\n[…]\n dependency-type: direct:production\n  dependency-group: pip\n...\n\nSigned-off-by: dependabot[bot] <support@github.com>\nCo-authored-by: dependabot[bot] <49699333+dependabot[bot]@users.noreply.github.com>",
          "is_bot": true,
          "headline": "Bump requests in /automated_tests in the pip group across 1 directory…",
          "author_name": "dependabot[bot]",
          "author_login": "dependabot[bot]",
          "committed_at": "2026-03-26T21:12:35Z",
          "body_truncated": true,
          "is_coding_agent": false
        },
        {
          "oid": "80a2fe9b63b8eb214b3e35a38b5b72257c0c02e5",
          "body": "… (#760)\n\nBumps the pip group with 1 update in the /automated_tests directory: [deepdiff](https://github.com/seperman/deepdiff).\n\n\nUpdates `deepdiff` from 8.6.1 to 8.6.2\n- [Release notes](https://github.com/seperman/deepdiff/releases)\n- [Changelog](https://github.com/qlustered/deepdiff/blob/master/d\n[…]\n dependency-type: direct:production\n  dependency-group: pip\n...\n\nSigned-off-by: dependabot[bot] <support@github.com>\nCo-authored-by: dependabot[bot] <49699333+dependabot[bot]@users.noreply.github.com>",
          "is_bot": true,
          "headline": "Bump deepdiff in /automated_tests in the pip group across 1 directory…",
          "author_name": "dependabot[bot]",
          "author_login": "dependabot[bot]",
          "committed_at": "2026-03-25T14:07:15Z",
          "body_truncated": true,
          "is_coding_agent": false
        },
        {
          "oid": "2b602edd49bb9ce20f1057f16f2360fa6f010cef",
          "body": "…(#759)\n\nBumps the pip group with 1 update in the /automated_tests directory: [urllib3](https://github.com/urllib3/urllib3).\n\n\nUpdates `urllib3` from 2.6.0 to 2.6.3\n- [Release notes](https://github.com/urllib3/urllib3/releases)\n- [Changelog](https://github.com/urllib3/urllib3/blob/main/CHANGES.rst)\n\n[…]\n dependency-type: direct:production\n  dependency-group: pip\n...\n\nSigned-off-by: dependabot[bot] <support@github.com>\nCo-authored-by: dependabot[bot] <49699333+dependabot[bot]@users.noreply.github.com>",
          "is_bot": true,
          "headline": "Bump urllib3 in /automated_tests in the pip group across 1 directory …",
          "author_name": "dependabot[bot]",
          "author_login": "dependabot[bot]",
          "committed_at": "2026-01-09T10:36:00Z",
          "body_truncated": true,
          "is_coding_agent": false
        },
        {
          "oid": "4fd6c78e609f46654f36752953e52897dfc2c577",
          "body": "…(#757)\n\nBumps the pip group with 1 update in the /automated_tests directory: [urllib3](https://github.com/urllib3/urllib3).\n\n\nUpdates `urllib3` from 2.5.0 to 2.6.0\n- [Release notes](https://github.com/urllib3/urllib3/releases)\n- [Changelog](https://github.com/urllib3/urllib3/blob/main/CHANGES.rst)\n\n[…]\n dependency-type: direct:production\n  dependency-group: pip\n...\n\nSigned-off-by: dependabot[bot] <support@github.com>\nCo-authored-by: dependabot[bot] <49699333+dependabot[bot]@users.noreply.github.com>",
          "is_bot": true,
          "headline": "Bump urllib3 in /automated_tests in the pip group across 1 directory …",
          "author_name": "dependabot[bot]",
          "author_login": "dependabot[bot]",
          "committed_at": "2025-12-29T17:34:55Z",
          "body_truncated": true,
          "is_coding_agent": false
        },
        {
          "oid": "78579cad712cb557b3632d3a25c1110f5949e8e5",
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          "is_bot": false,
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          "headline": "chore: fix Cross Compilation GHA (#755)",
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          "author_login": "leoparente",
          "committed_at": "2025-09-19T10:19:01Z",
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          "author_name": "James Jeffries",
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          "committed_at": "2025-09-06T18:31:39Z",
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          "headline": "chore: GHA cross build upload artifacts fix (#745)",
          "author_name": "Leonardo Parente",
          "author_login": "leoparente",
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          "headline": "Update conan CI version to 1.61.0 and re-enable macos build (#693)",
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          "headline": "Revert \"migrate from catch2v2 to catch2v3 and implement VisorTest hel…",
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        {
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          "login": "etaques",
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          "avatar_url": "https://avatars.githubusercontent.com/u/97463920?v=4"
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          "type": "User",
          "login": "fcelda",
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          "avatar_url": "https://avatars.githubusercontent.com/u/1205482?v=4"
        },
        {
          "type": "User",
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        {
          "type": "User",
          "login": "rlahnemann",
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          "avatar_url": "https://avatars.githubusercontent.com/u/54502177?v=4"
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        {
          "type": "User",
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          "avatar_url": "https://avatars.githubusercontent.com/u/35371027?v=4"
        },
        {
          "type": "User",
          "login": "iatdaitan",
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          "avatar_url": "https://avatars.githubusercontent.com/u/86745196?v=4"
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        {
          "type": "User",
          "login": "andrewdavidmackenzie",
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          "avatar_url": "https://avatars.githubusercontent.com/u/5529132?v=4"
        }
      ],
      "contributors_sampled": 16,
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      "ci_workflows": [
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        "build-release.yml",
        "build_cross.yml",
        "build_debug.yml",
        "code-ql.yml",
        "codeql-go-python.yml",
        "container-rescan.yaml"
      ],
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      "linter_configs": [],
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      "has_linter_config": false,
      "has_precommit_config": false
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      "scorecard": {
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          },
          {
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            "documentation_url": "https://github.com/ossf/scorecard/blob/c395761df6afe1a69e476bc60a013a94bcbc153f/docs/checks.md#branch-protection"
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          {
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            "reason": "no dangerous workflow patterns detected",
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            "name": "Fuzzing",
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          },
          {
            "name": "License",
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            "reason": "license file detected",
            "documentation_url": "https://github.com/ossf/scorecard/blob/c395761df6afe1a69e476bc60a013a94bcbc153f/docs/checks.md#license"
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          {
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          {
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            "documentation_url": "https://github.com/ossf/scorecard/blob/c395761df6afe1a69e476bc60a013a94bcbc153f/docs/checks.md#sast"
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            "value": 68,
            "inputs": {
              "has_ci": true,
              "has_tests": true,
              "has_editorconfig": false,
              "has_linter_config": false,
              "has_precommit_config": false
            },
            "components": [
              {
                "key": "ci_workflows",
                "name": "CI workflows",
                "detail": "7 workflow(s)",
                "points": 24,
                "status": "met",
                "details": [
                  {
                    "code": "ci_workflows",
                    "params": {
                      "count": 7
                    }
                  }
                ],
                "max_points": 24
              },
              {
                "key": "tests_present",
                "name": "Tests present",
                "detail": null,
                "points": 24,
                "status": "met",
                "details": [],
                "max_points": 24
              },
              {
                "key": "linter_config",
                "name": "Linter config",
                "detail": null,
                "points": 0,
                "status": "missed",
                "details": [],
                "max_points": 16
              },
              {
                "key": "pre_commit_hooks",
                "name": "Pre-commit hooks",
                "detail": null,
                "points": 0,
                "status": "missed",
                "details": [],
                "max_points": 9.6
              },
              {
                "key": "editorconfig",
                "name": ".editorconfig",
                "detail": null,
                "points": 0,
                "status": "missed",
                "details": [],
                "max_points": 6.4
              },
              {
                "key": "openssf_scorecard_ci_tests",
                "name": "OpenSSF Scorecard: CI-Tests",
                "detail": "29 out of 29 merged PRs checked by a CI test -- score normalized to 10",
                "points": 20,
                "status": "met",
                "details": [],
                "max_points": 20
              }
            ]
          },
          {
            "key": "documentation",
            "band": "excellent",
            "name": "Documentation",
            "note": null,
            "notes": [],
            "value": 100,
            "inputs": {
              "topics": [
                "observability",
                "monitoring",
                "api-first",
                "collector-agent",
                "prometheus",
                "grafana",
                "agent",
                "stream-processors",
                "packet-capture",
                "dnstap",
                "pcap"
              ],
              "has_wiki": true,
              "homepage": "https://orb.community",
              "has_readme": true,
              "has_docs_dir": true,
              "has_description": true
            },
            "components": [
              {
                "key": "readme",
                "name": "README",
                "detail": null,
                "points": 30,
                "status": "met",
                "details": [],
                "max_points": 30
              },
              {
                "key": "documentation_directory",
                "name": "Documentation directory",
                "detail": null,
                "points": 25,
                "status": "met",
                "details": [],
                "max_points": 25
              },
              {
                "key": "documentation_homepage_site",
                "name": "Documentation / homepage site",
                "detail": "https://orb.community",
                "points": 15,
                "status": "met",
                "details": [],
                "max_points": 15
              },
              {
                "key": "repository_description",
                "name": "Repository description",
                "detail": null,
                "points": 10,
                "status": "met",
                "details": [],
                "max_points": 10
              },
              {
                "key": "topics",
                "name": "Topics",
                "detail": "11 topics",
                "points": 10,
                "status": "met",
                "details": [
                  {
                    "code": "topics_count",
                    "params": {
                      "count": 11
                    }
                  }
                ],
                "max_points": 10
              },
              {
                "key": "wiki",
                "name": "Wiki",
                "detail": null,
                "points": 10,
                "status": "met",
                "details": [],
                "max_points": 10
              }
            ]
          }
        ],
        "description": "Are baseline engineering and documentation practices in place?"
      },
      {
        "key": "security",
        "band": "good",
        "name": "Security",
        "value": 78,
        "weight": 0.16,
        "metrics": [
          {
            "key": "security_posture",
            "band": "good",
            "name": "Security posture",
            "note": "Excluded from scoring (no data or not applicable): Branch-Protection. Remaining weights renormalized.",
            "notes": [
              {
                "code": "excluded_no_data",
                "params": {
                  "components": [
                    "branch_protection"
                  ]
                }
              },
              {
                "code": "weights_renormalized",
                "params": {}
              }
            ],
            "value": 73,
            "inputs": {
              "source": "openssf_scorecard",
              "checks_evaluated": 17,
              "scorecard_version": "v5.5.0",
              "checks_inconclusive": 1,
              "scorecard_aggregate": 7.3
            },
            "components": [
              {
                "key": "binary_artifacts",
                "name": "Binary-Artifacts",
                "detail": "no binaries found in the repo",
                "points": 7.5,
                "status": "met",
                "details": [],
                "max_points": 7.5
              },
              {
                "key": "branch_protection",
                "name": "Branch-Protection",
                "detail": "internal error: error during branchesHandler.setup: internal error: some github tokens can't read classic branch protection rules: https://github.com/ossf/scorecard-action/blob/main/docs/authentication/fine-grained-auth-token.md",
                "points": 0,
                "status": "excluded",
                "details": [
                  {
                    "code": "no_data",
                    "params": {}
                  }
                ],
                "max_points": 7.5
              },
              {
                "key": "ci_tests",
                "name": "CI-Tests",
                "detail": "29 out of 29 merged PRs checked by a CI test -- score normalized to 10",
                "points": 2.5,
                "status": "met",
                "details": [],
                "max_points": 2.5
              },
              {
                "key": "cii_best_practices",
                "name": "CII-Best-Practices",
                "detail": "no effort to earn an OpenSSF best practices badge detected",
                "points": 0,
                "status": "missed",
                "details": [],
                "max_points": 2.5
              },
              {
                "key": "code_review",
                "name": "Code-Review",
                "detail": "all changesets reviewed",
                "points": 7.5,
                "status": "met",
                "details": [],
                "max_points": 7.5
              },
              {
                "key": "contributors",
                "name": "Contributors",
                "detail": "project has 6 contributing companies or organizations",
                "points": 2.5,
                "status": "met",
                "details": [],
                "max_points": 2.5
              },
              {
                "key": "dangerous_workflow",
                "name": "Dangerous-Workflow",
                "detail": "no dangerous workflow patterns detected",
                "points": 10,
                "status": "met",
                "details": [],
                "max_points": 10
              },
              {
                "key": "dependency_update_tool",
                "name": "Dependency-Update-Tool",
                "detail": "update tool detected",
                "points": 7.5,
                "status": "met",
                "details": [],
                "max_points": 7.5
              },
              {
                "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": "23 commit(s) and 0 issue activity found in the last 90 days -- score normalized to 10",
                "points": 7.5,
                "status": "met",
                "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 5",
                "points": 2.5,
                "status": "partial",
                "details": [],
                "max_points": 5
              },
              {
                "key": "sast",
                "name": "SAST",
                "detail": "SAST tool detected but not run on all commits",
                "points": 4,
                "status": "partial",
                "details": [],
                "max_points": 5
              },
              {
                "key": "security_policy",
                "name": "Security-Policy",
                "detail": "security policy file detected",
                "points": 5,
                "status": "met",
                "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": "0 existing vulnerabilities detected",
                "points": 7.5,
                "status": "met",
                "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 33 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": 33
                }
              },
              {
                "code": "advisories_repo_graph_caveat",
                "params": {}
              },
              {
                "code": "advisories_reachability",
                "params": {}
              }
            ],
            "value": 100,
            "inputs": {
              "source": "osv",
              "advisories": 0,
              "affected_packages": 0,
              "assessed_packages": 33,
              "unassessed_packages": 0,
              "affected_by_severity": "none",
              "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": 33,
              "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": 7
            },
            "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": "moderate",
        "name": "AI Readiness",
        "value": 66,
        "weight": 0,
        "metrics": [
          {
            "key": "ai_agent_context",
            "band": "at_risk",
            "name": "Agent context & guidance",
            "note": null,
            "notes": [],
            "value": 40,
            "inputs": {
              "has_llms_txt": false,
              "legible_history_share": 0.955,
              "agent_instruction_files": [],
              "agent_instruction_max_bytes": null
            },
            "components": [
              {
                "key": "agent_instructions",
                "name": "Agent instructions",
                "detail": "no CLAUDE.md / AGENTS.md / editor rules",
                "points": 0,
                "status": "missed",
                "details": [
                  {
                    "code": "no_agent_instructions",
                    "params": {}
                  }
                ],
                "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": "85 of 89 human commits state their intent (structured subject or explanatory body)",
                "points": 40,
                "status": "met",
                "details": [
                  {
                    "code": "legible_history",
                    "params": {
                      "legible": 85,
                      "sampled": 89
                    }
                  }
                ],
                "max_points": 40
              }
            ]
          },
          {
            "key": "ai_verify_loop",
            "band": "good",
            "name": "Verify loop (build / test / typecheck)",
            "note": null,
            "notes": [],
            "value": 84,
            "inputs": {
              "has_nix": false,
              "has_tests": true,
              "lockfiles": [
                "go.sum"
              ],
              "has_dockerfile": true,
              "typed_language": true,
              "bootstrap_files": [
                "appimage/Makefile",
                "docker/Makefile"
              ],
              "has_devcontainer": false,
              "has_linter_config": false,
              "typecheck_configs": [],
              "agent_commit_share": 0.14,
              "toolchain_manifests": [
                "golang/go.mod"
              ],
              "dependency_bot_commit_share": 0.11
            },
            "components": [
              {
                "key": "one_command_bootstrap",
                "name": "One-command bootstrap",
                "detail": "appimage/Makefile, docker/Makefile",
                "points": 18,
                "status": "met",
                "details": [
                  {
                    "code": "file_list",
                    "params": {
                      "files": "appimage/Makefile, docker/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": null,
                "points": 0,
                "status": "missed",
                "details": [],
                "max_points": 11
              },
              {
                "key": "static_type_checking",
                "name": "Static type checking",
                "detail": "C++ (statically typed)",
                "points": 11,
                "status": "met",
                "details": [
                  {
                    "code": "statically_typed_language",
                    "params": {
                      "language": "C++"
                    }
                  }
                ],
                "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": "14 of the last 100 commits agent-authored or agent-credited",
                "points": 10,
                "status": "met",
                "details": [
                  {
                    "code": "agent_authored_commits",
                    "params": {
                      "count": 14,
                      "sampled": 100
                    }
                  }
                ],
                "max_points": 10
              },
              {
                "key": "automated_maintenance",
                "name": "Automated maintenance",
                "detail": "11 of the last 100 commits are automated dependency updates",
                "points": 8,
                "status": "met",
                "details": [
                  {
                    "code": "dependency_bot_commits",
                    "params": {
                      "count": 11,
                      "sampled": 100
                    }
                  }
                ],
                "max_points": 8
              },
              {
                "key": "openssf_scorecard_pinned_dependencies",
                "name": "OpenSSF Scorecard: Pinned-Dependencies",
                "detail": "dependency not pinned by hash detected -- score normalized to 5",
                "points": 5,
                "status": "partial",
                "details": [],
                "max_points": 10
              }
            ]
          },
          {
            "key": "ai_code_legibility",
            "band": "excellent",
            "name": "Code legibility for models",
            "note": null,
            "notes": [],
            "value": 99,
            "inputs": {
              "primary_language": "C++",
              "largest_source_bytes": 166721,
              "source_files_sampled": 279,
              "oversized_source_files": 6
            },
            "components": [
              {
                "key": "type_checkable_code",
                "name": "Type-checkable code",
                "detail": "C++ (statically typed)",
                "points": 45,
                "status": "met",
                "details": [
                  {
                    "code": "statically_typed_language",
                    "params": {
                      "language": "C++"
                    }
                  }
                ],
                "max_points": 45
              },
              {
                "key": "manageable_file_sizes",
                "name": "Manageable file sizes",
                "detail": "6/279 source files over 60KB",
                "points": 53.8,
                "status": "partial",
                "details": [
                  {
                    "code": "oversized_source_files",
                    "params": {
                      "kb": 60,
                      "sampled": 279,
                      "oversized": 6
                    }
                  }
                ],
                "max_points": 55
              }
            ]
          },
          {
            "key": "ai_interfaces",
            "band": "at_risk",
            "name": "Machine-readable interfaces",
            "note": null,
            "notes": [],
            "value": 40,
            "inputs": {
              "example_dirs": [],
              "has_mcp_signal": false,
              "api_schema_files": [
                "src/inputs/dnstap/pb/dnstap.proto"
              ]
            },
            "components": [
              {
                "key": "api_schema_openapi_graphql_proto",
                "name": "API schema (OpenAPI/GraphQL/proto)",
                "detail": "src/inputs/dnstap/pb/dnstap.proto",
                "points": 40,
                "status": "met",
                "details": [
                  {
                    "code": "file_list",
                    "params": {
                      "files": "src/inputs/dnstap/pb/dnstap.proto"
                    }
                  }
                ],
                "max_points": 40
              },
              {
                "key": "mcp_server",
                "name": "MCP server",
                "detail": null,
                "points": 0,
                "status": "missed",
                "details": [],
                "max_points": 20
              },
              {
                "key": "runnable_examples",
                "name": "Runnable examples",
                "detail": null,
                "points": 0,
                "status": "missed",
                "details": [],
                "max_points": 40
              }
            ]
          }
        ],
        "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": "2026-07-24T21:37:17.499807Z",
  "schema_version": "0.27.0",
  "badge_url": "https://raw.githubusercontent.com/inspect-software/badges/main/v1/n/netboxlabs/pktvisor.svg",
  "full_name": "netboxlabs/pktvisor",
  "license_state": "standard",
  "license_spdx": "MPL-2.0"
}

Scores are signals, not warranties. They reflect publicly visible practices on GitHub — not a code audit, and not a security guarantee.

Missing data is excluded and weights renormalized, never scored as zero. Methodology is versioned and open: metrics v1.13.0, schema v0.27.0 — full methodology · metrics wiki.

How one result sits in the wider record: aggregate statistics.