Public recordModerate
Software health reportschema 0.11.0 · metrics 1.13.0 · 2026-07-17 07:32 UTC
ethpandaops / panda
Your gateway to the ethPandaOps ecosystem
ethpandaops/panda holds a health index of 66 out of 100, placing it in the Moderate band. It scores highest on Vitality (87/100) and lowest on Community & Adoption (36/100). It was last updated today. A single contributor accounts for most of its recent work.
66
overall / 100Software 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.
66
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)
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
ethPandaOpsOrganization
293 followers167 public repossince Aug 2022
This repository is backed by an organization — shared, accountable stewardship that can outlive any single maintainer.
Package ecosystems
| Registry | Package | Version | Downloads / mo | Versions | Last publish |
|---|---|---|---|---|---|
| Go | github.com/ethpandaops/panda | v0.38.5 | - | 70 | 0 days ago |
Metrics by category
Vitality
Is the project alive — is code being written and are releases shipping?
87
Development activity
79Good
How it's scored
| 36/36 | Push recency — last push 0 days ago |
| 15.2/36 | Commit cadence — 22/52 weeks with commits |
| 18/18 | Commit volume — 329 commits in the last year |
| 10/10 | OpenSSF Scorecard: Maintained — 30 commit(s) and 2 issue activity found in the last 90 days -- score normalized to 10 |
Inputs used
| commits_last_year | 329 |
| human_commit_share | — |
| days_since_last_push | 0 |
| active_weeks_last_year | 22 |
Release discipline
98Excellent
How it's scored
| 27/27 | Ships releases — 70 releases published |
| 36/36 | Release recency — latest release 0 days ago |
| 27/27 | Release cadence — a release every ~0.8 days |
| 8/10 | OpenSSF Scorecard: Signed-Releases — 4 out of the last 4 releases have a total of 4 signed artifacts. |
Inputs used
| releases_count | 70 |
| latest_release_tag | v0.38.5 |
| releases_from_tags | no |
| days_since_latest_release | 0 |
| mean_days_between_releases | 0.8 |
Community & Adoption
Does the project have users, downloads, attention, and a welcoming setup for contributors?
36
Popularity & adoption
23Critical
How it's scored
| 16.2/60 | Stars — 11 stars |
| 6.5/25 | Forks — 7 forks |
| 0/15 | Watchers — 2 watchers |
Inputs used
| forks | 7 |
| stars | 11 |
| watchers | 2 |
| growth_state | unverified |
| growth_factor_pct | 100 |
| growth_unverified_reason | no_history |
Community health
50Moderate
How it's scored
| 22.5/22.5 | README |
| 22.5/22.5 | License — recognized license (MIT) |
| 0/18 | CONTRIBUTING guide |
| 0/13.5 | Code of conduct |
| 0/7.2 | Issue template |
| 0/6.3 | PR template |
Inputs used
| has_readme | yes |
| has_license | yes |
| has_contributing | no |
| has_issue_template | no |
| has_code_of_conduct | no |
| has_pull_request_template | no |
Sustainability & Governance
Will the project survive its people — bus factor, responsiveness, who backs it, and package upkeep?
63
Maintainer resilience (bus factor)
38At risk
How it's scored
| 9/54 | Bus factor — 1 contributor(s) cover half of all commits |
| 5.3/22.5 | Commit distribution — top contributor authored 76% of commits |
| 13.5/13.5 | Contributor breadth — 10 contributors |
| 10/10 | OpenSSF Scorecard: Contributors — project has 9 contributing companies or organizations |
Inputs used
| bus_factor | 1 |
| contributors_sampled | 10 |
| top_contributor_share | 0.764 |
Issue & PR responsiveness
58Moderate
How it's scored
| 23.4/46.8 | Issue resolution — 50% of issues closed |
| 30.1/38.3 | PR acceptance — 228/290 decided PRs merged |
| 4.5/15 | OpenSSF Scorecard: Code-Review — Found 10/30 approved changesets -- score normalized to 3 |
Inputs used
| merged_prs | 228 |
| open_issues | 3 |
| closed_issues | 3 |
| issue_closed_ratio | 0.5 |
| closed_unmerged_prs | 62 |
Ownership & stewardship
68Moderate
How it's scored
| 30/30 | Ownership backing — organization-owned |
| 0/20 | Verified domain |
| 17.7/25 | Owner reach — 293 followers of ethpandaops |
| 20.7/25 | Track record — 167 public repos, account ~3 yr old |
Inputs used
| followers | 293 |
| owner_type | Organization |
| is_verified | — |
| owner_login | ethpandaops |
| public_repos | 167 |
| account_age_days | 1,415 |
Package maintenance
100Excellent
How it's scored
| 25/25 | Published & resolvable — 1 package(s) on go |
| 35/35 | Publish recency — latest publish 0 days ago |
| 20/20 | Version history — 70 published versions |
| 20/20 | Not deprecated — active, not deprecated or yanked |
Inputs used
| packages | github.com/ethpandaops/panda |
| ecosystems | go |
| any_deprecated | no |
| min_days_since_publish | 0 |
Engineering Quality
Are baseline engineering and documentation practices in place?
80
Engineering practices
84Good
How it's scored
| 24/24 | CI workflows — 11 workflow(s) |
| 24/24 | Tests present |
| 16/16 | Linter config — .golangci.yml |
| 0/9.6 | Pre-commit hooks |
| 0/6.4 | .editorconfig |
| 20/20 | OpenSSF Scorecard: CI-Tests — 30 out of 30 merged PRs checked by a CI test -- score normalized to 10 |
Inputs used
| has_ci | yes |
| has_tests | yes |
| has_editorconfig | no |
| has_linter_config | yes |
| has_precommit_config | no |
Documentation
75Good
How it's scored
| 30/30 | README |
| 25/25 | Documentation directory |
| 0/15 | Documentation / homepage site |
| 10/10 | Repository description |
| 0/10 | Topics |
| 10/10 | Wiki |
Inputs used
| topics | — |
| has_wiki | yes |
| homepage | — |
| has_readme | yes |
| has_docs_dir | yes |
| has_description | yes |
Security
Are visible security and supply-chain practices strong, without unresolved high-risk jurisdiction exposure?
57
Security posture
57Moderate
How it's scored
| 7.5/7.5 | Binary-Artifacts — no binaries found in the repo |
| 2.2/7.5 | Branch-Protection — branch protection is not maximal on development and all release branches |
| 2.5/2.5 | CI-Tests — 30 out of 30 merged PRs checked by a CI test -- score normalized to 10 |
| 0/2.5 | CII-Best-Practices — no effort to earn an OpenSSF best practices badge detected |
| 2.2/7.5 | Code-Review — Found 10/30 approved changesets -- score normalized to 3 |
| 2.5/2.5 | Contributors — project has 9 contributing companies or organizations |
| 10/10 | Dangerous-Workflow — no dangerous workflow patterns detected |
| 7.5/7.5 | Dependency-Update-Tool — update tool detected |
| 0/5 | Fuzzing — project is not fuzzed |
| 2.5/2.5 | License — license file detected |
| 7.5/7.5 | Maintained — 30 commit(s) and 2 issue activity found in the last 90 days -- score normalized to 10 |
| 5/5 | Packaging — packaging workflow detected |
| 4/5 | Pinned-Dependencies — dependency not pinned by hash detected -- score normalized to 8 |
| 0/5 | SAST — SAST tool is not run on all commits -- score normalized to 0 |
| 0/5 | Security-Policy — security policy file not detected |
| 6/7.5 | Signed-Releases — 4 out of the last 4 releases have a total of 4 signed artifacts. |
| 0/7.5 | Token-Permissions — detected GitHub workflow tokens with excessive permissions |
| 0/7.5 | Vulnerabilities — 10 existing vulnerabilities detected |
Inputs used
| source | openssf_scorecard |
| checks_evaluated | 18 |
| scorecard_version | v5.5.0 |
| checks_inconclusive | 0 |
| scorecard_aggregate | 5.7 |
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.
81
Agent context & guidance
75Good
How it's scored
| 45/45 | Agent instructions — AGENTS.md, CLAUDE.md, runbooks/AGENTS.md, runbooks/CLAUDE.md |
| 0/15 | Machine-readable docs (llms.txt) |
| 0/40 | Legible commit history — no data |
Inputs used
| has_llms_txt | no |
| legible_history_share | — |
| agent_instruction_files | AGENTS.md, CLAUDE.md, runbooks/AGENTS.md, runbooks/CLAUDE.md |
| agent_instruction_max_bytes | 12,033 |
Excluded from scoring (no data or not applicable): Legible commit history. Remaining weights renormalized.
Verify loop (build / test / typecheck)
94Excellent
How it's scored
| 18/18 | One-command bootstrap — Makefile |
| 22/22 | Automated tests |
| 11/11 | Lint / format config — .golangci.yml |
| 11/11 | Static type checking — Go (statically typed) |
| 10/10 | Reproducible environment — Dockerfile, lockfile |
| 0/10 | Demonstrated agent practice — no data |
| 5/8 | Automated maintenance — dependency automation configured, none observed in the sampled commits |
| 8/10 | OpenSSF Scorecard: Pinned-Dependencies — dependency not pinned by hash detected -- score normalized to 8 |
Inputs used
| has_nix | no |
| has_tests | yes |
| lockfiles | go.sum, package-lock.json, uv.lock |
| has_dockerfile | yes |
| typed_language | yes |
| bootstrap_files | Makefile |
| has_devcontainer | no |
| has_linter_config | yes |
| typecheck_configs | — |
| agent_commit_share | — |
| toolchain_manifests | — |
| dependency_bot_commit_share | 0 |
Excluded from scoring (no data or not applicable): Demonstrated agent practice. Remaining weights renormalized.
Code legibility for models
100Excellent
How it's scored
| 45/45 | Type-checkable code — Go (statically typed) |
| 54.9/55 | Manageable file sizes — 1/460 source files over 60KB |
Inputs used
| primary_language | Go |
| largest_source_bytes | 343,892 |
| source_files_sampled | 460 |
| oversized_source_files | 1 |
Machine-readable interfaces
40At risk
How it's scored
| 40/40 | API schema (OpenAPI/GraphQL/proto) — pkg/compute/openapi.yaml |
| 0/20 | MCP server |
| 0/40 | Runnable examples |
Inputs used
| example_dirs | — |
| has_mcp_signal | no |
| api_schema_files | pkg/compute/openapi.yaml |
Key facts
11GitHub stars
10contributors
329commits, last 12 months
0days since last push
70releases
1bus factor
3open issues
Go, PyPIpackage ecosystems
More detail
OpenSSF Scorecard 5.7 / 10
5.7aggregate
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).
| 10 | Binary-Artifacts | no binaries found in the repo |
| 3 | Branch-Protection | branch protection is not maximal on development and all release branches |
| 10 | CI-Tests | 30 out of 30 merged PRs checked by a CI test -- score normalized to 10 |
| 0 | CII-Best-Practices | no effort to earn an OpenSSF best practices badge detected |
| 3 | Code-Review | Found 10/30 approved changesets -- score normalized to 3 |
| 10 | Contributors | project has 9 contributing companies or organizations |
| 10 | Dangerous-Workflow | no dangerous workflow patterns detected |
| 10 | Dependency-Update-Tool | update tool detected |
| 0 | Fuzzing | project is not fuzzed |
| 10 | License | license file detected |
| 10 | Maintained | 30 commit(s) and 2 issue activity found in the last 90 days -- score normalized to 10 |
| 10 | Packaging | packaging workflow detected |
| 8 | Pinned-Dependencies | dependency not pinned by hash detected -- score normalized to 8 |
| 0 | SAST | SAST tool is not run on all commits -- score normalized to 0 |
| 0 | Security-Policy | security policy file not detected |
| 8 | Signed-Releases | 4 out of the last 4 releases have a total of 4 signed artifacts. |
| 0 | Token-Permissions | detected GitHub workflow tokens with excessive permissions |
| 0 | Vulnerabilities | 10 existing vulnerabilities detected |
Direct dependencies 34
| Registry | Package | Version constraint | Manifest |
|---|---|---|---|
| Go | github.com/containerd/errdefs | v1.0.0 | go.mod |
| Go | github.com/coreos/go-oidc/v3 | v3.18.0 | go.mod |
| Go | github.com/docker/go-units | v0.5.0 | go.mod |
| Go | github.com/ethpandaops/cartographoor | v0.0.0-20260601034537-1072505afa69 | go.mod |
| Go | github.com/ethpandaops/cbt | v0.1.6 | go.mod |
| Go | github.com/ethpandaops/forky | v1.0.2 | go.mod |
| Go | github.com/ethpandaops/tracoor | v0.0.32 | go.mod |
| Go | github.com/gdamore/tcell/v2 | v2.13.10 | go.mod |
| Go | github.com/getkin/kin-openapi | v0.135.0 | go.mod |
| Go | github.com/go-chi/chi/v5 | v5.3.0 | go.mod |
| Go | github.com/golang-jwt/jwt/v5 | v5.3.1 | go.mod |
| Go | github.com/google/uuid | v1.6.0 | go.mod |
| Go | github.com/grpc-ecosystem/grpc-gateway/v2 | v2.27.5 | go.mod |
| Go | github.com/mark3labs/mcp-go | v0.54.1 | go.mod |
| Go | github.com/microcosm-cc/bluemonday | v1.0.27 | go.mod |
| Go | github.com/minio/minio-go/v7 | v7.2.1 | go.mod |
| Go | github.com/moby/moby/api | v1.54.2 | go.mod |
| Go | github.com/moby/moby/client | v0.4.1 | go.mod |
| Go | github.com/oapi-codegen/runtime | v1.3.1 | go.mod |
| Go | github.com/prometheus/client_golang | v1.23.2 | go.mod |
| Go | github.com/prometheus/client_model | v0.6.2 | go.mod |
| Go | github.com/redis/go-redis/v9 | v9.20.0 | go.mod |
| Go | github.com/rivo/tview | v0.42.0 | go.mod |
| Go | github.com/sirupsen/logrus | v1.9.4 | go.mod |
| Go | github.com/spf13/afero | v1.15.0 | go.mod |
| Go | github.com/spf13/cobra | v1.10.2 | go.mod |
| Go | github.com/stretchr/testify | v1.11.1 | go.mod |
| Go | github.com/testcontainers/testcontainers-go | v0.42.0 | go.mod |
| Go | github.com/yuin/goldmark | v1.8.2 | go.mod |
| Go | go.yaml.in/yaml/v3 | v3.0.4 | go.mod |
| Go | golang.org/x/sys | v0.45.0 | go.mod |
| Go | golang.org/x/time | v0.15.0 | go.mod |
| Go | google.golang.org/protobuf | v1.36.11 | go.mod |
| Go | gopkg.in/yaml.v3 | v3.0.1 | go.mod |
All dependencies 301
Full resolved dependency set from the GitHub dependency graph: 34 direct and 267 indirect (transitive) packages. The transitive closure is complete when the repository commits a lockfile.
| Registry | Package | Version | Relation |
|---|---|---|---|
| Go | github.com/containerd/errdefs | v1.0.0 | direct |
| Go | github.com/coreos/go-oidc/v3 | v3.18.0 | direct |
| Go | github.com/docker/go-units | v0.5.0 | direct |
| Go | github.com/ethpandaops/cartographoor | v0.0.0-20260601034537-1072505afa69 | direct |
| Go | github.com/ethpandaops/cbt | v0.1.6 | direct |
| Go | github.com/ethpandaops/forky | v1.0.2 | direct |
| Go | github.com/ethpandaops/tracoor | v0.0.32 | direct |
| Go | github.com/gdamore/tcell/v2 | v2.13.10 | direct |
| Go | github.com/getkin/kin-openapi | v0.135.0 | direct |
| Go | github.com/go-chi/chi/v5 | v5.3.0 | direct |
| Go | github.com/golang-jwt/jwt/v5 | v5.3.1 | direct |
| Go | github.com/google/uuid | v1.6.0 | direct |
| Go | github.com/grpc-ecosystem/grpc-gateway/v2 | v2.27.5 | direct |
| Go | github.com/mark3labs/mcp-go | v0.54.1 | direct |
| Go | github.com/microcosm-cc/bluemonday | v1.0.27 | direct |
| Go | github.com/minio/minio-go/v7 | v7.2.1 | direct |
| Go | github.com/moby/moby/api | v1.54.2 | direct |
| Go | github.com/moby/moby/client | v0.4.1 | direct |
| Go | github.com/oapi-codegen/runtime | v1.3.1 | direct |
| Go | github.com/prometheus/client_golang | v1.23.2 | direct |
| Go | github.com/prometheus/client_model | v0.6.2 | direct |
| Go | github.com/redis/go-redis/v9 | v9.20.0 | direct |
| Go | github.com/rivo/tview | v0.42.0 | direct |
| Go | github.com/sirupsen/logrus | v1.9.4 | direct |
| Go | github.com/spf13/afero | v1.15.0 | direct |
| Go | github.com/spf13/cobra | v1.10.2 | direct |
| Go | github.com/stretchr/testify | v1.11.1 | direct |
| Go | github.com/testcontainers/testcontainers-go | v0.42.0 | direct |
| Go | github.com/yuin/goldmark | v1.8.2 | direct |
| Go | go.yaml.in/yaml/v3 | v3.0.4 | direct |
| Go | golang.org/x/sys | v0.45.0 | direct |
| Go | golang.org/x/time | v0.15.0 | direct |
| Go | google.golang.org/protobuf | v1.36.11 | direct |
| Go | gopkg.in/yaml.v3 | v3.0.1 | direct |
| Go | dario.cat/mergo | v1.0.2 | indirect |
| Go | github.com/andybalholm/brotli | v1.2.1 | indirect |
| Go | github.com/apapsch/go-jsonmerge/v2 | v2.0.0 | indirect |
| Go | github.com/aymerick/douceur | v0.2.0 | indirect |
| Go | github.com/azure/go-ansiterm | v0.0.0-20250102033503-faa5f7b0171c | indirect |
| Go | github.com/beorn7/perks | v1.0.1 | indirect |
| Go | github.com/cenkalti/backoff/v4 | v4.3.0 | indirect |
| Go | github.com/cespare/xxhash/v2 | v2.3.0 | indirect |
| Go | github.com/containerd/errdefs/pkg | v0.3.0 | indirect |
| Go | github.com/containerd/log | v0.1.0 | indirect |
| Go | github.com/containerd/platforms | v0.2.1 | indirect |
| Go | github.com/cpuguy83/dockercfg | v0.3.2 | indirect |
| Go | github.com/davecgh/go-spew | v1.1.2-0.20180830191138-d8f796af33cc | indirect |
| Go | github.com/distribution/reference | v0.6.0 | indirect |
| Go | github.com/dlclark/regexp2 | v1.12.0 | indirect |
| Go | github.com/docker/go-connections | v0.7.0 | indirect |
| Go | github.com/dprotaso/go-yit | v0.0.0-20220510233725-9ba8df137936 | indirect |
| Go | github.com/dustin/go-humanize | v1.0.1 | indirect |
| Go | github.com/ebitengine/purego | v0.10.0 | indirect |
| Go | github.com/fatih/color | v1.19.0 | indirect |
| Go | github.com/felixge/httpsnoop | v1.0.4 | indirect |
| Go | github.com/gdamore/encoding | v1.0.1 | indirect |
| Go | github.com/ghodss/yaml | v1.0.0 | indirect |
| Go | github.com/go-faster/errors | v0.7.1 | indirect |
| Go | github.com/go-faster/jx | v1.2.0 | indirect |
| Go | github.com/go-faster/yaml | v0.4.6 | indirect |
| Go | github.com/go-jose/go-jose/v4 | v4.1.4 | indirect |
| Go | github.com/go-logr/logr | v1.4.3 | indirect |
| Go | github.com/go-logr/stdr | v1.2.2 | indirect |
| Go | github.com/go-ole/go-ole | v1.3.0 | indirect |
| Go | github.com/go-openapi/jsonpointer | v0.22.5 | indirect |
| Go | github.com/go-openapi/swag/jsonname | v0.25.5 | indirect |
| Go | github.com/go-test/deep | v1.1.0 | indirect |
| Go | github.com/gofiber/fiber/v3 | v3.3.0 | indirect |
| Go | github.com/gofiber/schema | v1.7.1 | indirect |
| Go | github.com/gofiber/utils/v2 | v2.0.6 | indirect |
| Go | github.com/google/jsonschema-go | v0.4.2 | indirect |
| Go | github.com/gorilla/css | v1.0.1 | indirect |
| Go | github.com/inconshreveable/mousetrap | v1.1.0 | indirect |
| Go | github.com/josharian/intern | v1.0.0 | indirect |
| Go | github.com/klauspost/compress | v1.18.6 | indirect |
| Go | github.com/klauspost/cpuid/v2 | v2.2.11 | indirect |
| Go | github.com/klauspost/crc32 | v1.3.0 | indirect |
| Go | github.com/kylelemons/godebug | v1.1.0 | indirect |
| Go | github.com/lucasb-eyer/go-colorful | v1.4.0 | indirect |
| Go | github.com/lufia/plan9stats | v0.0.0-20260324052639-156f7da3f749 | indirect |
| Go | github.com/magiconair/properties | v1.8.10 | indirect |
| Go | github.com/mailru/easyjson | v0.9.2 | indirect |
| Go | github.com/mattn/go-colorable | v0.1.14 | indirect |
| Go | github.com/mattn/go-isatty | v0.0.22 | indirect |
| Go | github.com/microsoft/go-winio | v0.6.2 | indirect |
| Go | github.com/minio/crc64nvme | v1.1.1 | indirect |
| Go | github.com/minio/md5-simd | v1.1.2 | indirect |
| Go | github.com/moby/docker-image-spec | v1.3.1 | indirect |
| Go | github.com/moby/go-archive | v0.2.0 | indirect |
| Go | github.com/moby/patternmatcher | v0.6.1 | indirect |
| Go | github.com/moby/sys/sequential | v0.6.0 | indirect |
| Go | github.com/moby/sys/user | v0.4.0 | indirect |
| Go | github.com/moby/sys/userns | v0.1.0 | indirect |
| Go | github.com/moby/term | v0.5.2 | indirect |
| Go | github.com/mohae/deepcopy | v0.0.0-20170929034955-c48cc78d4826 | indirect |
| Go | github.com/munnerz/goautoneg | v0.0.0-20191010083416-a7dc8b61c822 | indirect |
| Go | github.com/oapi-codegen/oapi-codegen/v2 | v2.7.1 | indirect |
| Go | github.com/oasdiff/yaml | v0.0.9 | indirect |
| Go | github.com/oasdiff/yaml3 | v0.0.9 | indirect |
| Go | github.com/ogen-go/ogen | v1.20.3 | indirect |
| Go | github.com/opencontainers/go-digest | v1.0.0 | indirect |
| Go | github.com/opencontainers/image-spec | v1.1.1 | indirect |
| Go | github.com/perimeterx/marshmallow | v1.1.5 | indirect |
| Go | github.com/philhofer/fwd | v1.2.0 | indirect |
| Go | github.com/pmezard/go-difflib | v1.0.1-0.20181226105442-5d4384ee4fb2 | indirect |
| Go | github.com/power-devops/perfstat | v0.0.0-20240221224432-82ca36839d55 | indirect |
| Go | github.com/prometheus/common | v0.67.5 | indirect |
| Go | github.com/prometheus/procfs | v0.20.1 | indirect |
| Go | github.com/rivo/uniseg | v0.4.7 | indirect |
| Go | github.com/rs/xid | v1.6.0 | indirect |
| Go | github.com/santhosh-tekuri/jsonschema/v6 | v6.0.2 | indirect |
| Go | github.com/segmentio/asm | v1.2.1 | indirect |
| Go | github.com/shirou/gopsutil/v4 | v4.26.3 | indirect |
| Go | github.com/shopspring/decimal | v1.4.0 | indirect |
| Go | github.com/speakeasy-api/jsonpath | v0.6.3 | indirect |
| Go | github.com/speakeasy-api/openapi | v1.19.2 | indirect |
| Go | github.com/spf13/cast | v1.10.0 | indirect |
| Go | github.com/spf13/pflag | v1.0.10 | indirect |
| Go | github.com/tinylib/msgp | v1.6.4 | indirect |
| Go | github.com/tklauser/go-sysconf | v0.3.16 | indirect |
| Go | github.com/tklauser/numcpus | v0.11.0 | indirect |
| Go | github.com/valyala/bytebufferpool | v1.0.0 | indirect |
| Go | github.com/valyala/fasthttp | v1.71.0 | indirect |
| Go | github.com/vmware-labs/yaml-jsonpath | v0.3.2 | indirect |
| Go | github.com/woodsbury/decimal128 | v1.4.0 | indirect |
| Go | github.com/yosida95/uritemplate/v3 | v3.0.2 | indirect |
| Go | github.com/yusufpapurcu/wmi | v1.2.4 | indirect |
| Go | github.com/zeebo/xxh3 | v1.1.0 | indirect |
| Go | go.opentelemetry.io/auto/sdk | v1.2.1 | indirect |
| Go | go.opentelemetry.io/contrib/instrumentation/net/http/otelhttp | v0.67.0 | indirect |
| Go | go.opentelemetry.io/otel | v1.44.0 | indirect |
| Go | go.opentelemetry.io/otel/metric | v1.44.0 | indirect |
| Go | go.opentelemetry.io/otel/sdk | v1.44.0 | indirect |
| Go | go.opentelemetry.io/otel/sdk/metric | v1.44.0 | indirect |
| Go | go.opentelemetry.io/otel/trace | v1.44.0 | indirect |
| Go | go.uber.org/atomic | v1.11.0 | indirect |
| Go | go.uber.org/multierr | v1.11.0 | indirect |
| Go | go.uber.org/zap | v1.27.1 | indirect |
| Go | go.yaml.in/yaml/v2 | v2.4.4 | indirect |
| Go | golang.org/x/crypto | v0.52.0 | indirect |
| Go | golang.org/x/exp | v0.0.0-20250506013437-ce4c2cf36ca6 | indirect |
| Go | golang.org/x/mod | v0.35.0 | indirect |
| Go | golang.org/x/net | v0.55.0 | indirect |
| Go | golang.org/x/oauth2 | v0.36.0 | indirect |
| Go | golang.org/x/sync | v0.20.0 | indirect |
| Go | golang.org/x/telemetry | v0.0.0-20260421165255-392afab6f40e | indirect |
| Go | golang.org/x/term | v0.43.0 | indirect |
| Go | golang.org/x/text | v0.37.0 | indirect |
| Go | golang.org/x/tools | v0.44.0 | indirect |
| Go | golang.org/x/vuln | v1.3.0 | indirect |
| Go | google.golang.org/genproto/googleapis/api | v0.0.0-20260120221211-b8f7ae30c516 | indirect |
| Go | google.golang.org/genproto/googleapis/rpc | v0.0.0-20260120221211-b8f7ae30c516 | indirect |
| Go | google.golang.org/grpc | v1.79.3 | indirect |
| Go | gopkg.in/ini.v1 | v1.67.2 | indirect |
| Go | gopkg.in/yaml.v2 | v2.4.0 | indirect |
| npm | opencode-ai | 1.15.0 | indirect |
| npm | opencode-darwin-arm64 | 1.15.0 | indirect |
| npm | opencode-darwin-x64 | 1.15.0 | indirect |
| npm | opencode-darwin-x64-baseline | 1.15.0 | indirect |
| npm | opencode-linux-arm64 | 1.15.0 | indirect |
| npm | opencode-linux-arm64-musl | 1.15.0 | indirect |
| npm | opencode-linux-x64 | 1.15.0 | indirect |
| npm | opencode-linux-x64-baseline | 1.15.0 | indirect |
| npm | opencode-linux-x64-baseline-musl | 1.15.0 | indirect |
| npm | opencode-linux-x64-musl | 1.15.0 | indirect |
| npm | opencode-windows-arm64 | 1.15.0 | indirect |
| npm | opencode-windows-x64 | 1.15.0 | indirect |
| npm | opencode-windows-x64-baseline | 1.15.0 | indirect |
| PyPI | annotated-doc | 0.0.4 | indirect |
| PyPI | annotated-types | 0.7.0 | indirect |
| PyPI | anyio | 4.13.0 | indirect |
| PyPI | ast-serialize | 0.5.0 | indirect |
| PyPI | attrs | 26.1.0 | indirect |
| PyPI | backoff | 2.2.1 | indirect |
| PyPI | bitarray | 3.8.2 | indirect |
| PyPI | boto3 | — | indirect |
| PyPI | boto3 | 1.43.20 | indirect |
| PyPI | botocore | 1.43.20 | indirect |
| PyPI | certifi | 2026.5.20 | indirect |
| PyPI | cffi | 2.0.0 | indirect |
| PyPI | charset-normalizer | 3.4.7 | indirect |
| PyPI | ckzg | 2.1.7 | indirect |
| PyPI | claude-agent-sdk | 0.2.87 | indirect |
| PyPI | click | 8.3.3 | indirect |
| PyPI | clickhouse-connect | — | indirect |
| PyPI | clickhouse-connect | 1.1.1 | indirect |
| PyPI | colorama | 0.4.6 | indirect |
| PyPI | contourpy | 1.3.3 | indirect |
| PyPI | cramjam | 2.11.0 | indirect |
| PyPI | cryptography | 49.0.0 | indirect |
| PyPI | cycler | 0.12.1 | indirect |
| PyPI | cytoolz | 1.1.0 | indirect |
| PyPI | distro | 1.9.0 | indirect |
| PyPI | eth-abi | 5.2.0 | indirect |
| PyPI | eth-account | 0.13.7 | indirect |
| PyPI | eth-hash | 0.8.0 | indirect |
| PyPI | eth-keyfile | 0.8.1 | indirect |
| PyPI | eth-keys | 0.7.0 | indirect |
| PyPI | eth-rlp | 2.2.0 | indirect |
| PyPI | eth-typing | 6.0.0 | indirect |
| PyPI | eth-utils | 6.0.0 | indirect |
| PyPI | execnet | 2.1.2 | indirect |
| PyPI | fastapi | 0.136.3 | indirect |
| PyPI | fastparquet | 2026.5.0 | indirect |
| PyPI | fonttools | 4.63.0 | indirect |
| PyPI | fsspec | 2026.4.0 | indirect |
| PyPI | googleapis-common-protos | 1.75.0 | indirect |
| PyPI | h11 | 0.16.0 | indirect |
| PyPI | hatchling | — | indirect |
| PyPI | hexbytes | 1.3.1 | indirect |
| PyPI | httpcore | 1.0.9 | indirect |
| PyPI | httptools | 0.8.0 | indirect |
| PyPI | httpx | — | indirect |
| PyPI | httpx | 0.28.1 | indirect |
| PyPI | httpx-sse | 0.4.3 | indirect |
| PyPI | idna | 3.17 | indirect |
| PyPI | idna | 3.18 | indirect |
| PyPI | iniconfig | 2.3.0 | indirect |
| PyPI | jiter | 0.15.0 | indirect |
| PyPI | jmespath | 1.1.0 | indirect |
| PyPI | jsonschema | 4.26.0 | indirect |
| PyPI | jsonschema-specifications | 2025.9.1 | indirect |
| PyPI | kiwisolver | 1.5.0 | indirect |
| PyPI | langfuse | 4.7.1 | indirect |
| PyPI | librt | 0.11.0 | indirect |
| PyPI | lz4 | 4.4.5 | indirect |
| PyPI | markdown-it-py | 4.2.0 | indirect |
| PyPI | matplotlib | 3.10.9 | indirect |
| PyPI | mcp | 1.27.2 | indirect |
| PyPI | mdurl | 0.1.2 | indirect |
| PyPI | mypy | 2.1.0 | indirect |
| PyPI | mypy-extensions | 1.1.0 | indirect |
| PyPI | narwhals | 2.22.0 | indirect |
| PyPI | numpy | — | indirect |
| PyPI | numpy | 2.4.6 | indirect |
| PyPI | openai | 2.40.0 | indirect |
| PyPI | opencode-ai | 0.1.0a36 | indirect |
| PyPI | opentelemetry-api | 1.42.1 | indirect |
| PyPI | opentelemetry-exporter-otlp-proto-common | 1.42.1 | indirect |
| PyPI | opentelemetry-exporter-otlp-proto-http | 1.42.1 | indirect |
| PyPI | opentelemetry-proto | 1.42.1 | indirect |
| PyPI | opentelemetry-sdk | 1.42.1 | indirect |
| PyPI | opentelemetry-semantic-conventions | 0.63b1 | indirect |
| PyPI | packaging | 26.2 | indirect |
| PyPI | panda-eval | 0.1.0 | indirect |
| PyPI | pandas | — | indirect |
| PyPI | pandas | 3.0.3 | indirect |
| PyPI | parsimonious | 0.10.0 | indirect |
| PyPI | pathspec | 1.1.1 | indirect |
| PyPI | pillow | — | indirect |
| PyPI | pillow | 12.2.0 | indirect |
| PyPI | pillow | 12.3.0 | indirect |
| PyPI | plotly | 6.7.0 | indirect |
| PyPI | pluggy | 1.6.0 | indirect |
| PyPI | protobuf | 6.33.6 | indirect |
| PyPI | pycparser | 3.0 | indirect |
| PyPI | pycryptodome | 3.23.0 | indirect |
| PyPI | pydantic | 2.13.4 | indirect |
| PyPI | pydantic-core | 2.46.4 | indirect |
| PyPI | pydantic-settings | 2.14.2 | indirect |
| PyPI | pygments | 2.20.0 | indirect |
| PyPI | pyjwt | 2.13.0 | indirect |
| PyPI | pyparsing | 3.3.2 | indirect |
| PyPI | pytest | 9.0.3 | indirect |
| PyPI | pytest-asyncio | 1.4.0 | indirect |
| PyPI | pytest-xdist | 3.8.0 | indirect |
| PyPI | python-dateutil | 2.9.0.post0 | indirect |
| PyPI | python-dotenv | 1.2.2 | indirect |
| PyPI | python-multipart | 0.0.32 | indirect |
| PyPI | pytz | 2026.2 | indirect |
| PyPI | pywin32 | 311 | indirect |
| PyPI | pyyaml | 6.0.3 | indirect |
| PyPI | referencing | 0.37.0 | indirect |
| PyPI | regex | 2026.5.9 | indirect |
| PyPI | requests | 2.34.2 | indirect |
| PyPI | rich | 14.3.4 | indirect |
| PyPI | rich | 15.0.0 | indirect |
| PyPI | rlp | 4.1.0 | indirect |
| PyPI | rpds-py | 2026.5.1 | indirect |
| PyPI | ruamel-yaml | 0.19.1 | indirect |
| PyPI | ruff | 0.15.15 | indirect |
| PyPI | s3transfer | 0.18.0 | indirect |
| PyPI | scipy | 1.17.1 | indirect |
| PyPI | seaborn | 0.13.2 | indirect |
| PyPI | six | 1.17.0 | indirect |
| PyPI | sniffio | 1.3.1 | indirect |
| PyPI | sse-starlette | 3.4.4 | indirect |
| PyPI | starlette | 1.3.1 | indirect |
| PyPI | tabulate | 0.10.0 | indirect |
| PyPI | toolz | 1.1.0 | indirect |
| PyPI | tqdm | 4.67.3 | indirect |
| PyPI | typing-extensions | 4.15.0 | indirect |
| PyPI | typing-inspection | 0.4.2 | indirect |
| PyPI | tzdata | 2026.2 | indirect |
| PyPI | urllib3 | 2.7.0 | indirect |
| PyPI | uvicorn | 0.48.0 | indirect |
| PyPI | uvloop | 0.22.1 | indirect |
| PyPI | watchfiles | 1.2.0 | indirect |
| PyPI | websockets | 16.0 | indirect |
| PyPI | wrapt | 1.17.3 | indirect |
| PyPI | zstandard | 0.25.0 | indirect |
Raw JSON report machine-readable
{
"data": {
"repo": {
"topics": [],
"is_fork": false,
"size_kb": 15232,
"has_wiki": true,
"homepage": null,
"languages": {
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"CSS": 34491,
"HTML": 96018,
"Shell": 52143,
"Python": 610843,
"Makefile": 4619,
"Dockerfile": 11962,
"JavaScript": 48198
},
"pushed_at": "2026-07-17T07:14:44Z",
"created_at": "2025-05-06T04:19:02Z",
"owner_type": "Organization",
"updated_at": "2026-07-17T06:29:44Z",
"description": "Your gateway to the ethPandaOps ecosystem",
"is_archived": false,
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"significant_languages": [
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]
},
"owner": {
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"name": "ethPandaOps",
"type": "Organization",
"login": "ethpandaops",
"company": null,
"followers": 293,
"avatar_url": "https://avatars.githubusercontent.com/u/112543708?v=4",
"created_at": "2022-08-31T07:52:58Z",
"is_verified": null,
"public_repos": 167,
"account_age_days": 1415
},
"activity": {
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"commits_last_year": 329,
"latest_release_at": "2026-07-17T06:29:58Z",
"latest_release_tag": "v0.38.5",
"releases_from_tags": false,
"days_since_last_push": 0,
"active_weeks_last_year": 22,
"days_since_latest_release": 0,
"mean_days_between_releases": 0.8
},
"community": {
"has_readme": true,
"has_license": true,
"has_description": true,
"has_contributing": false,
"health_percentage": 50,
"has_issue_template": false,
"has_code_of_conduct": false,
"has_pull_request_template": false
},
"ecosystem": {
"packages": [
{
"name": "github.com/ethpandaops/panda",
"exists": true,
"license": null,
"keywords": [],
"ecosystem": "go",
"matches_repo": true,
"registry_url": "https://pkg.go.dev/github.com/ethpandaops/panda",
"is_deprecated": false,
"latest_version": "v0.38.5",
"repository_url": "https://github.com/ethpandaops/panda",
"versions_count": 70,
"total_downloads": null,
"dependents_count": null,
"deprecation_note": null,
"maintainers_count": null,
"monthly_downloads": null,
"first_published_at": null,
"latest_published_at": "2026-07-17T06:29:40Z",
"latest_version_yanked": null,
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}
]
},
"popularity": {
"forks": 7,
"stars": 11,
"watchers": 2,
"open_issues_and_prs": 17
},
"ai_readiness": {
"has_nix": false,
"example_dirs": [],
"has_llms_txt": false,
"has_dockerfile": true,
"has_mcp_signal": false,
"bootstrap_files": [
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],
"api_schema_files": [
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"has_devcontainer": false,
"typecheck_configs": [],
"largest_source_bytes": 343892,
"source_files_sampled": 460,
"oversized_source_files": 1,
"agent_instruction_files": [
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"manifest": "go.mod",
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{
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"manifest": "go.mod",
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},
{
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"manifest": "go.mod",
"ecosystem": "go",
"version_constraint": "v0.5.0"
},
{
"name": "github.com/ethpandaops/cartographoor",
"manifest": "go.mod",
"ecosystem": "go",
"version_constraint": "v0.0.0-20260601034537-1072505afa69"
},
{
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"manifest": "go.mod",
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{
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"manifest": "go.mod",
"ecosystem": "go",
"version_constraint": "v1.0.2"
},
{
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"manifest": "go.mod",
"ecosystem": "go",
"version_constraint": "v0.0.32"
},
{
"name": "github.com/gdamore/tcell/v2",
"manifest": "go.mod",
"ecosystem": "go",
"version_constraint": "v2.13.10"
},
{
"name": "github.com/getkin/kin-openapi",
"manifest": "go.mod",
"ecosystem": "go",
"version_constraint": "v0.135.0"
},
{
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"manifest": "go.mod",
"ecosystem": "go",
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},
{
"name": "github.com/golang-jwt/jwt/v5",
"manifest": "go.mod",
"ecosystem": "go",
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},
{
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"manifest": "go.mod",
"ecosystem": "go",
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},
{
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},
{
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},
{
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"ecosystem": "go",
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},
{
"name": "github.com/minio/minio-go/v7",
"manifest": "go.mod",
"ecosystem": "go",
"version_constraint": "v7.2.1"
},
{
"name": "github.com/moby/moby/api",
"manifest": "go.mod",
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},
{
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},
{
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"manifest": "go.mod",
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},
{
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{
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{
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"manifest": "go.mod",
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{
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"version_constraint": "v0.42.0"
},
{
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"manifest": "go.mod",
"ecosystem": "go",
"version_constraint": "v1.9.4"
},
{
"name": "github.com/spf13/afero",
"manifest": "go.mod",
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"version_constraint": "v1.15.0"
},
{
"name": "github.com/spf13/cobra",
"manifest": "go.mod",
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},
{
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"manifest": "go.mod",
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},
{
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"manifest": "go.mod",
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"version_constraint": "v0.42.0"
},
{
"name": "github.com/yuin/goldmark",
"manifest": "go.mod",
"ecosystem": "go",
"version_constraint": "v1.8.2"
},
{
"name": "go.yaml.in/yaml/v3",
"manifest": "go.mod",
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"version_constraint": "v3.0.4"
},
{
"name": "golang.org/x/sys",
"manifest": "go.mod",
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"version_constraint": "v0.45.0"
},
{
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"manifest": "go.mod",
"ecosystem": "go",
"version_constraint": "v0.15.0"
},
{
"name": "google.golang.org/protobuf",
"manifest": "go.mod",
"ecosystem": "go",
"version_constraint": "v1.36.11"
},
{
"name": "gopkg.in/yaml.v3",
"manifest": "go.mod",
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],
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"source": "github-sbom",
"packages": [
{
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"direct": true,
"version": "v1.0.0",
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},
{
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},
{
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"direct": true,
"version": "v0.5.0",
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},
{
"name": "github.com/ethpandaops/cartographoor",
"direct": true,
"version": "v0.0.0-20260601034537-1072505afa69",
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},
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},
{
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{
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"direct": true,
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},
{
"name": "github.com/gdamore/tcell/v2",
"direct": true,
"version": "v2.13.10",
"ecosystem": "go"
},
{
"name": "github.com/getkin/kin-openapi",
"direct": true,
"version": "v0.135.0",
"ecosystem": "go"
},
{
"name": "github.com/go-chi/chi/v5",
"direct": true,
"version": "v5.3.0",
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},
{
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"version": "v5.3.1",
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},
{
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"direct": true,
"version": "v1.6.0",
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},
{
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},
{
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},
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{
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{
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{
"name": "github.com/moby/moby/client",
"direct": true,
"version": "v0.4.1",
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},
{
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},
{
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"key": "pinned_dependencies",
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"detail": "dependency not pinned by hash detected -- score normalized to 8",
"points": 4,
"status": "partial",
"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": "4 out of the last 4 releases have a total of 4 signed artifacts.",
"points": 6,
"status": "partial",
"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": "10 existing vulnerabilities detected",
"points": 0,
"status": "missed",
"details": [],
"max_points": 7.5
}
]
},
{
"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": 6
},
"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": "good",
"name": "AI Readiness",
"value": 81,
"weight": 0,
"metrics": [
{
"key": "ai_agent_context",
"band": "good",
"name": "Agent context & guidance",
"note": "Excluded from scoring (no data or not applicable): Legible commit history. Remaining weights renormalized.",
"notes": [
{
"code": "excluded_no_data",
"params": {
"components": [
"legible_commit_history"
]
}
},
{
"code": "weights_renormalized",
"params": {}
}
],
"value": 75,
"inputs": {
"has_llms_txt": false,
"legible_history_share": null,
"agent_instruction_files": [
"AGENTS.md",
"CLAUDE.md",
"runbooks/AGENTS.md",
"runbooks/CLAUDE.md"
],
"agent_instruction_max_bytes": 12033
},
"components": [
{
"key": "agent_instructions",
"name": "Agent instructions",
"detail": "AGENTS.md, CLAUDE.md, runbooks/AGENTS.md, runbooks/CLAUDE.md",
"points": 45,
"status": "met",
"details": [
{
"code": "file_list",
"params": {
"files": "AGENTS.md, CLAUDE.md, runbooks/AGENTS.md, runbooks/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": "no data",
"points": 0,
"status": "excluded",
"details": [
{
"code": "no_data",
"params": {}
}
],
"max_points": 40
}
]
},
{
"key": "ai_verify_loop",
"band": "excellent",
"name": "Verify loop (build / test / typecheck)",
"note": "Excluded from scoring (no data or not applicable): Demonstrated agent practice. Remaining weights renormalized.",
"notes": [
{
"code": "excluded_no_data",
"params": {
"components": [
"demonstrated_agent_practice"
]
}
},
{
"code": "weights_renormalized",
"params": {}
}
],
"value": 94,
"inputs": {
"has_nix": false,
"has_tests": true,
"lockfiles": [
"go.sum",
"package-lock.json",
"uv.lock"
],
"has_dockerfile": true,
"typed_language": true,
"bootstrap_files": [
"Makefile"
],
"has_devcontainer": false,
"has_linter_config": true,
"typecheck_configs": [],
"agent_commit_share": null,
"toolchain_manifests": [],
"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": "no data",
"points": 0,
"status": "excluded",
"details": [
{
"code": "no_data",
"params": {}
}
],
"max_points": 10
},
{
"key": "automated_maintenance",
"name": "Automated maintenance",
"detail": "dependency automation configured, none observed in the sampled commits",
"points": 5,
"status": "partial",
"details": [
{
"code": "dependency_bot_config_only",
"params": {}
}
],
"max_points": 8
},
{
"key": "openssf_scorecard_pinned_dependencies",
"name": "OpenSSF Scorecard: Pinned-Dependencies",
"detail": "dependency not pinned by hash detected -- score normalized to 8",
"points": 8,
"status": "partial",
"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": 343892,
"source_files_sampled": 460,
"oversized_source_files": 1
},
"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": "1/460 source files over 60KB",
"points": 54.9,
"status": "partial",
"details": [
{
"code": "oversized_source_files",
"params": {
"kb": 60,
"sampled": 460,
"oversized": 1
}
}
],
"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": [
"pkg/compute/openapi.yaml"
]
},
"components": [
{
"key": "api_schema_openapi_graphql_proto",
"name": "API schema (OpenAPI/GraphQL/proto)",
"detail": "pkg/compute/openapi.yaml",
"points": 40,
"status": "met",
"details": [
{
"code": "file_list",
"params": {
"files": "pkg/compute/openapi.yaml"
}
}
],
"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": [],
"report_type": "repository",
"generated_at": "2026-07-17T07:32:42.560624Z",
"schema_version": "0.11.0",
"badge_url": "https://raw.githubusercontent.com/inspect-software/badges/main/v1/e/ethpandaops/panda.svg",
"full_name": "ethpandaops/panda",
"license_state": "standard",
"license_spdx": "MIT"
}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 v0.11.0 — full methodology · metrics wiki.
How one result sits in the wider record: aggregate statistics — Go.