Public record
Software health reportschema 0.27.0 · metrics 1.13.0 · 2026-07-28 13:55 UTC

segmentio / encoding

Go package containing implementations of efficient encoding, decoding, and validation APIs.

GoMIT★ 1,053 stars⑂ 58 forkssince Dec 2019View on GitHub ↗

segmentio/encoding holds a health index of 60 out of 100, placing it in the Moderate band. It scores highest on Sustainability & Governance (80/100) and lowest on Vitality (44/100). It was last updated 32 days ago. 3 contributors account for most of its recent work.

60
overall / 100
Moderate

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.

60
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

SegmentOrganization
665 followers421 public repossince May 2011

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

Package ecosystems

RegistryPackageVersionDownloads / moVersionsLast publish
Gogithub.com/segmentio/encodingv0.5.4-57139 days ago

Metrics by category

Vitality

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

44At risk · 22% of overall
How it's scored
18/36Push recency — last push 32 days ago
1.4/36Commit cadence — 2/52 weeks with commits
4.3/18Commit volume — 2 commits in the last year
0/10OpenSSF Scorecard: Maintained — 0 commit(s) and 0 issue activity found in the last 90 days -- score normalized to 0
Inputs used
commits_last_year2
human_commit_share1
days_since_last_push32
active_weeks_last_year2
How it's scored
27/27Ships releases — 16 releases published
27/36Release recency — latest release 137 days ago
12.6/27Release cadence — a release every ~165 days
0/10OpenSSF Scorecard: Signed-Releases — no data
Inputs used
releases_count16
latest_release_tagv0.5.4
releases_from_tagsno
days_since_latest_release137
mean_days_between_releases165
Excluded from scoring (no data or not applicable): OpenSSF Scorecard: Signed-Releases. Remaining weights renormalized.

Community & Adoption

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

61Moderate · 18% of overall
How it's scored
49/60Stars — 1,053 stars
14.6/25Forks — 58 forks
6.4/15Watchers — 15 watchers
Inputs used
forks58
stars1,053
watchers15
growth_stateunverified
growth_factor_pct100
growth_unverified_reasonno_history
How it's scored
22.5/22.5README
22.5/22.5License — recognized license (MIT)
0/18CONTRIBUTING guide
0/13.5Code of conduct
0/7.2Issue template
0/6.3PR template
Inputs used
has_readmeyes
has_licenseyes
has_contributingno
has_issue_templateno
has_code_of_conductno
has_pull_request_templateno

Sustainability & Governance

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

80Good · 24% of overall
How it's scored
36/54Bus factor — 3 contributor(s) cover half of all commits
14.6/22.5Commit distribution — top contributor authored 35% of commits
13.5/13.5Contributor breadth — 20 contributors
10/10OpenSSF Scorecard: Contributors — project has 4 contributing companies or organizations
Inputs used
bus_factor3
contributors_sampled20
top_contributor_share0.352
How it's scored
27/46.8Issue resolution — 58% of issues closed
35.3/38.3PR acceptance — 97/105 decided PRs merged
15/15OpenSSF Scorecard: Code-Review — all changesets reviewed
Inputs used
merged_prs97
open_issues19
closed_issues26
issue_closed_ratio0.578
closed_unmerged_prs8
How it's scored
30/30Ownership backing — organization-owned
0/20Verified domain
20.3/25Owner reach — 665 followers of segmentio
25/25Track record — 421 public repos, account ~15 yr old
Inputs used
followers665
owner_typeOrganization
is_verified
owner_loginsegmentio
public_repos421
account_age_days5,537
How it's scored
25/25Published & resolvable — 1 package(s) on go
35/35Publish recency — latest publish 139 days ago
20/20Version history — 57 published versions
20/20Not deprecated — active, not deprecated or yanked
Inputs used
packagesgithub.com/segmentio/encoding
ecosystemsgo
any_deprecatedno
min_days_since_publish139

Engineering Quality

Are baseline engineering and documentation practices in place?

60Moderate · 20% of overall
How it's scored
24/24CI workflows — 2 workflow(s)
24/24Tests present
16/16Linter config — .golangci.yml
0/9.6Pre-commit hooks
0/6.4.editorconfig
2/20OpenSSF Scorecard: CI-Tests — 3 out of 30 merged PRs checked by a CI test -- score normalized to 1
Inputs used
has_ciyes
has_testsyes
has_editorconfigno
has_linter_configyes
has_precommit_configno

Documentation

50Moderate
How it's scored
30/30README
0/25Documentation directory
0/15Documentation / homepage site
10/10Repository description
10/10Topics — 11 topics
0/10Wiki
Inputs used
topicsgo, golang, json, ascii, iso8601, performance, encoding, decoding, validation, protobuf, hacktoberfest
has_wikino
homepage
has_readmeyes
has_docs_dirno
has_descriptionyes

Security

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

49At risk · 16% of overall
How it's scored
7.5/7.5Binary-Artifacts — no binaries found in the repo
3/7.5Branch-Protection — branch protection is not maximal on development and all release branches
0.2/2.5CI-Tests — 3 out of 30 merged PRs checked by a CI test -- score normalized to 1
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 4 contributing companies or organizations
10/10Dangerous-Workflow — no dangerous workflow patterns detected
0/7.5Dependency-Update-Tool — no update tool detected
0/5Fuzzing — project is not fuzzed
2.5/2.5License — license file detected
0/7.5Maintained — 0 commit(s) and 0 issue activity found in the last 90 days -- score normalized to 0
0/5Packaging — no data
0/5Pinned-Dependencies — dependency not pinned by hash detected -- score normalized to 0
0/5SAST — SAST tool is not run on all commits -- score normalized to 0
0/5Security-Policy — security policy file not detected
0/7.5Signed-Releases — no data
0/7.5Token-Permissions — detected GitHub workflow tokens with excessive permissions
0/7.5Vulnerabilities — 28 existing vulnerabilities detected
Inputs used
sourceopenssf_scorecard
checks_evaluated16
scorecard_versionv5.5.0
checks_inconclusive2
scorecard_aggregate3.6
Excluded from scoring (no data or not applicable): packaging, signed_releases. 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
advisories44
affected_packages4
assessed_packages21
unassessed_packages0
affected_by_severityhigh 3, moderate 1
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 21 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.

62Moderate · 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 — 84 of 100 human commits state their intent (structured subject or explanatory body)
Inputs used
has_llms_txtno
legible_history_share0.84
agent_instruction_files
agent_instruction_max_bytes
How it's scored
18/18One-command bootstrap — Makefile, benchmarks/Makefile, proto/fixtures/Makefile
22/22Automated tests
11/11Lint / format config — .golangci.yml
11/11Static type checking — Go (statically typed)
10/10Reproducible environment — lockfile
0/10Demonstrated agent practice — no agent-authored commits among the last 100
0/8Automated maintenance — no automated dependency updates observed
0/10OpenSSF Scorecard: Pinned-Dependencies — dependency not pinned by hash detected -- score normalized to 0
Inputs used
has_nixno
has_testsyes
lockfilesgo.sum
has_dockerfileno
typed_languageyes
bootstrap_filesMakefile, benchmarks/Makefile, proto/fixtures/Makefile
has_devcontainerno
has_linter_configyes
typecheck_configs
agent_commit_share0
toolchain_manifestsbenchmarks/go.mod, go.mod, proto/fixtures/go.mod
dependency_bot_commit_share0
How it's scored
45/45Type-checkable code — Go (statically typed)
55/55Manageable file sizes — 0/86 source files over 60KB
Inputs used
primary_languageGo
largest_source_bytes58,045
source_files_sampled86
oversized_source_files0
How it's scored
40/40API schema (OpenAPI/GraphQL/proto) — proto/fixtures/fixtures.proto
0/20MCP server
0/40Runnable examples
Inputs used
example_dirs
has_mcp_signalno
api_schema_filesproto/fixtures/fixtures.proto

Key facts

1,053GitHub stars
20contributors
2commits, last 12 months
32days since last push
16releases
3bus factor
19open issues
Gopackage ecosystems

Data collection warnings

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

More detail

Star and fork history 0 ★ / 58 ⇿
0Stars
58Forks
16Releases

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.

01020304050605842019-122023-032026-07
Major 0Minor 3Patch 13

Each point covers 7 days.

OpenSSF Scorecard 3.6 / 10
3.6aggregate

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 · 2026-07-28 13:54 UTC

10Binary-Artifactsno binaries found in the repo
4Branch-Protectionbranch protection is not maximal on development and all release branches
1CI-Tests3 out of 30 merged PRs checked by a CI test -- score normalized to 1
0CII-Best-Practicesno effort to earn an OpenSSF best practices badge detected
10Code-Reviewall changesets reviewed
10Contributorsproject has 4 contributing companies or organizations
10Dangerous-Workflowno dangerous workflow patterns detected
0Dependency-Update-Toolno update tool detected
0Fuzzingproject is not fuzzed
10Licenselicense file detected
0Maintained0 commit(s) and 0 issue activity found in the last 90 days -- score normalized to 0
n/aPackagingpackaging workflow not detected
0Pinned-Dependenciesdependency not pinned by hash detected -- score normalized to 0
0SASTSAST tool is not run on all commits -- score normalized to 0
0Security-Policysecurity policy file not detected
n/aSigned-Releasesno releases found
0Token-Permissionsdetected GitHub workflow tokens with excessive permissions
0Vulnerabilities28 existing vulnerabilities detected
Direct dependencies 1
RegistryPackageVersion constraintManifest
Gogithub.com/segmentio/asmv1.1.3go.mod
All dependencies 21

Full resolved dependency set from the GitHub dependency graph: 1 direct and 20 indirect (transitive) packages. The transitive closure is complete when the repository commits a lockfile.

RegistryPackageVersionRelation
Gogithub.com/segmentio/asm1.1.3direct
Gogithub.com/datadog/zstd1.4.1indirect
Gogithub.com/gogo/protobuf1.3.1indirect
Gogithub.com/golang/protobuf1.4.2indirect
Gogithub.com/golang/snappy0.0.1indirect
Gogithub.com/google/uuid1.0.0indirect
Gogithub.com/json-iterator/go1.1.7indirect
Gogithub.com/kr/pretty0.1.0indirect
Gogithub.com/mailru/easyjson0.7.0indirect
Gogithub.com/modern-go/concurrent0.0.0-20180306012644-bacd9c7ef1ddindirect
Gogithub.com/modern-go/reflect21.0.1indirect
Gogithub.com/philhofer/fwd1.0.0indirect
Gogithub.com/segmentio/encoding0.1.1indirect
Gogithub.com/tinylib/msgp1.1.0indirect
Gogithub.com/vmihailenco/msgpack4.0.4+incompatibleindirect
Gogolang.org/x/net0.0.0-20190620200207-3b0461eec859indirect
Gogolang.org/x/sync0.0.0-20190423024810-112230192c58indirect
Gogolang.org/x/sys0.0.0-20211110154304-99a53858aa08indirect
Gogoogle.golang.org/appengine1.2.0indirect
Gogoogle.golang.org/protobuf1.25.0indirect
Gogopkg.in/check.v11.0.0-20180628173108-788fd7840127indirect
Dependency advisories 4

This repository publishes no package the index resolves, so its own dependency graph was assessed — 21 packages, which also include development and test pins that never ship: 4 carry known advisories, of which 0 are direct.

PackageVersionRelationSeverityAdvisoriesFixed in
github.com/gogo/protobuf1.3.1indirecthigh21.3.2
golang.org/x/net0.0.0-20190620200207-3b0461eec859indirecthigh3712.0.2
google.golang.org/protobuf1.25.0indirecthigh21.33.0
golang.org/x/sys0.0.0-20211110154304-99a53858aa08indirectmoderate31.18.2

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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      "recent_commits": [
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          "body": null,
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          "headline": "fix: Validate key length on assignment in decodeStruct (#162)",
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          "is_bot": false,
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        },
        {
          "oid": "4601a45557200521ca882554e1c125409ff28f75",
          "body": null,
          "is_bot": false,
          "headline": "Add method to get how many tokenizer bytes are remaining (#126)",
          "author_name": "Chris O'Hara",
          "author_login": "chriso",
          "committed_at": "2022-10-07T03:17:48Z",
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        },
        {
          "oid": "a1e4c6b1437372ae59935d75ea4b28b66452a549",
          "body": "* fix decoding lists of TRUE values\r\n\r\n* fix typo\r\n\r\n* minimal code change",
          "is_bot": false,
          "headline": "fix decoding lists of TRUE values (#122)",
          "author_name": "Achille",
          "author_login": null,
          "committed_at": "2022-04-26T17:42:46Z",
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          "is_coding_agent": false
        },
        {
          "oid": "886f222e9816bbffb7304d27a45ba91d7586861b",
          "body": "* Encoder: add SetAddExtraNewline option to json.Encoder\r\n\r\n* feat: rename AddExtraNewline to AppendNewline\r\n\r\n* refactor: change AppendNewline to be part of AppendFlags\r\n\r\n* feat: make appendNewline private",
          "is_bot": false,
          "headline": "Encoder: add SetAddExtraNewline option to json.Encoder (#119)",
          "author_name": "Matthieu Dumont",
          "author_login": "Jerska",
          "committed_at": "2022-02-16T17:44:13Z",
          "body_truncated": false,
          "is_coding_agent": false
        },
        {
          "oid": "f3a2210ff8dfc8a275ebd93e8192f1904626b462",
          "body": "* thrift: allow reusing struct fields\r\n\r\n* update documentation",
          "is_bot": false,
          "headline": "thrift: allow reusing struct fields (#117)",
          "author_name": "Achille",
          "author_login": null,
          "committed_at": "2022-01-04T19:41:40Z",
          "body_truncated": false,
          "is_coding_agent": false
        },
        {
          "oid": "04dfa1af6c5e1ec11f5ed83bdac4aec34a5d02a6",
          "body": "My first question was \"how/why is this faster\" and the answer is\r\na little bit buried, so try to make it clearer.",
          "is_bot": false,
          "headline": "README: note where to find CPU/memory details (#116)",
          "author_name": "Kevin Burke",
          "author_login": "kevinburkesegment",
          "committed_at": "2022-01-04T16:52:59Z",
          "body_truncated": false,
          "is_coding_agent": false
        },
        {
          "oid": "4e2cc2a059d8b085959eabf995c4d43d56566e5a",
          "body": "* Fixes Bool method comment\r\n\r\n* Update json/token.go\r\n\r\nCo-authored-by: Achille <achille.roussel@gmail.com>",
          "is_bot": false,
          "headline": "Fixes Bool method comment (#115)",
          "author_name": "Fabrice Vaillant",
          "author_login": "Succo",
          "committed_at": "2021-12-11T21:52:32Z",
          "body_truncated": false,
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        },
        {
          "oid": "3147938317188998dd7bac05b799ba15c2d5454a",
          "body": null,
          "is_bot": false,
          "headline": "Improved field lookup for small structs (arm64) (#114)",
          "author_name": "Chris O'Hara",
          "author_login": "chriso",
          "committed_at": "2021-12-08T19:50:15Z",
          "body_truncated": false,
          "is_coding_agent": false
        },
        {
          "oid": "853eaa1104da70dc353e02bbbff8adcad97d7086",
          "body": null,
          "is_bot": false,
          "headline": "Extend the short strings quote check (#113)",
          "author_name": "Chris O'Hara",
          "author_login": "chriso",
          "committed_at": "2021-12-08T05:20:41Z",
          "body_truncated": false,
          "is_coding_agent": false
        },
        {
          "oid": "d2e2596b72d32dffc4c205f6438e036eb8303f53",
          "body": "There's no need to check for possible overflow before we handle each\r\nbyte of input. We can just handle the next byte and then check whether\r\noverflow occurred.",
          "is_bot": false,
          "headline": "Speed up parseInt and parseUint (#112)",
          "author_name": "Chris O'Hara",
          "author_login": "chriso",
          "committed_at": "2021-12-08T05:11:28Z",
          "body_truncated": false,
          "is_coding_agent": false
        },
        {
          "oid": "42eedba359fe40fbffdd4c31c031032aa58f1867",
          "body": null,
          "is_bot": false,
          "headline": "purego fix (#111)",
          "author_name": "Chris O'Hara",
          "author_login": "chriso",
          "committed_at": "2021-12-06T23:02:02Z",
          "body_truncated": false,
          "is_coding_agent": false
        },
        {
          "oid": "000439e08e7723cbdde48a5a33001858edef4a41",
          "body": null,
          "is_bot": false,
          "headline": "fix thrift encoding of structs with pointer fields (#109)",
          "author_name": "Achille",
          "author_login": null,
          "committed_at": "2021-11-20T03:04:55Z",
          "body_truncated": false,
          "is_coding_agent": false
        },
        {
          "oid": "37e513f7d23f2571275db814c825c64f26fa5d70",
          "body": "* add test for issue 107\r\n\r\n* fix issue 107",
          "is_bot": false,
          "headline": "add test for issue 107 (#108)",
          "author_name": "Achille",
          "author_login": null,
          "committed_at": "2021-11-12T18:30:54Z",
          "body_truncated": false,
          "is_coding_agent": false
        },
        {
          "oid": "47bdac24a3e42a55c26561c4fd2ff2421c55f8a7",
          "body": "* add thrift package\r\n\r\n* add encoder and decoder APIs\r\n\r\n* add a bit of documentation\r\n\r\n* add enum struct field tag\r\n\r\n* add a test for the enum struct type\r\n\r\n* use ioutil.Discard to be compatible with Go 1.14\r\n\r\n* add support for union types\r\n\r\n* don't use IsExported to be compatible with older \n[…]\n required fields validation\r\n\r\n* cleanup\r\n\r\n* fix missing field index\r\n\r\n* consider anonymous embedded structs\r\n\r\n* rename error fields to 'cause'\r\n\r\n* remove magic support for unsigned integer values",
          "is_bot": false,
          "headline": "thrift (#105)",
          "author_name": "Achille",
          "author_login": null,
          "committed_at": "2021-11-09T01:23:11Z",
          "body_truncated": true,
          "is_coding_agent": false
        },
        {
          "oid": "cc0871ed591b78c2848ffe7512dc8aaa8324d824",
          "body": null,
          "is_bot": false,
          "headline": "Nanosecond specialization for iso8601.Parse (#104)",
          "author_name": "Chris O'Hara",
          "author_login": "chriso",
          "committed_at": "2021-10-19T02:31:33Z",
          "body_truncated": false,
          "is_coding_agent": false
        },
        {
          "oid": "277dc6ee8fa6f656e5728909819f3d2093383c62",
          "body": null,
          "is_bot": false,
          "headline": "Improved field lookup for small structs (#101)",
          "author_name": "Chris O'Hara",
          "author_login": "chriso",
          "committed_at": "2021-10-15T08:46:34Z",
          "body_truncated": false,
          "is_coding_agent": false
        },
        {
          "oid": "101dc9c5750213ca76cdac2fbc96d667f855555f",
          "body": null,
          "is_bot": false,
          "headline": "fix badge (#98)",
          "author_name": "Achille",
          "author_login": null,
          "committed_at": "2021-09-28T16:06:41Z",
          "body_truncated": false,
          "is_coding_agent": false
        },
        {
          "oid": "4945878d19fd3508f3e9ea8364b871df61357e3a",
          "body": "* github actions fixes\r\n\r\n* use go 1.17 in benchmarks\r\n\r\n* set benchtime to 3s",
          "is_bot": false,
          "headline": "github actions fixes (#97)",
          "author_name": "Achille",
          "author_login": null,
          "committed_at": "2021-09-28T15:57:41Z",
          "body_truncated": false,
          "is_coding_agent": false
        },
        {
          "oid": "be43fdba8c6f830db289acd71fc0ab25fe4a2bbc",
          "body": "* go 1.17 + build with github actions\r\n\r\n* push\r\n\r\n* github actions don't support anchors in yaml\r\n\r\n* run benchmarks against main branch on push\r\n\r\n* fix benchstat install\r\n\r\n* install benchstat with Go 1.17\r\n\r\n* fix location of benchmark artifacts\r\n\r\n* fix location of benchmark artifacts\r\n\r\n* run benchmarks five times",
          "is_bot": false,
          "headline": "go 1.17 + build with github actions (#96)",
          "author_name": "Achille",
          "author_login": null,
          "committed_at": "2021-09-28T06:55:26Z",
          "body_truncated": false,
          "is_coding_agent": false
        },
        {
          "oid": "5de42cc9011838185d8becb3d8fa86587504092b",
          "body": null,
          "is_bot": false,
          "headline": "update segmentio/asm to v1.0.1 (#95)",
          "author_name": "Jeremy Larkin",
          "author_login": "kalamay",
          "committed_at": "2021-09-17T20:21:20Z",
          "body_truncated": false,
          "is_coding_agent": false
        },
        {
          "oid": "22e3aee7934e82a68d004494a986557b22a34786",
          "body": null,
          "is_bot": false,
          "headline": "github.com/segmentio/asm@v1.0.0 + go mod tidy (#94)",
          "author_name": "Achille",
          "author_login": null,
          "committed_at": "2021-09-13T22:30:33Z",
          "body_truncated": false,
          "is_coding_agent": false
        },
        {
          "oid": "dacf4b1e42605bfa8f295a251ebae0de8345abac",
          "body": null,
          "is_bot": false,
          "headline": "use segmentio/asm (#93)",
          "author_name": "Achille",
          "author_login": null,
          "committed_at": "2021-09-13T22:24:59Z",
          "body_truncated": false,
          "is_coding_agent": false
        },
        {
          "oid": "95064a2f7b1674c145ef79f51065cd53b3b10817",
          "body": "* add fixed default implementation and test\r\n\r\n* fix avx implementation",
          "is_bot": false,
          "headline": "Fix EqualFoldString (#92)",
          "author_name": "Jeremy Larkin",
          "author_login": "kalamay",
          "committed_at": "2021-05-31T00:10:17Z",
          "body_truncated": false,
          "is_coding_agent": false
        },
        {
          "oid": "3c246ad7595ca2d60c0d7ba875def683ac2f9ae7",
          "body": null,
          "is_bot": false,
          "headline": "fixes ValidPrintString bugs (#91)",
          "author_name": "Jeremy Larkin",
          "author_login": "kalamay",
          "committed_at": "2021-05-28T23:12:40Z",
          "body_truncated": false,
          "is_coding_agent": false
        },
        {
          "oid": "936b01cd59f59dd6dcfc3174463e492f669ac80b",
          "body": "* fix issue 84\r\n\r\n* unify bugs tests\r\n\r\n* more fixes\r\n\r\n* cleanup the test suite\r\n\r\n* run tests in parallel",
          "is_bot": false,
          "headline": "fix issue 84 (#85)",
          "author_name": "Achille",
          "author_login": null,
          "committed_at": "2021-04-01T02:43:54Z",
          "body_truncated": false,
          "is_coding_agent": false
        },
        {
          "oid": "1c5cefe8a02c884666cbf125fd143528289aa7ec",
          "body": "Accept ; in `json` field tag to match the behavior of Go 1.16.\r\n\r\nhttps://go-review.googlesource.com/c/go/+/234818/4/src/encoding/json/encode.go\r\n\r\nFixes #86",
          "is_bot": false,
          "headline": "json: accept ; in json field tag (#87)",
          "author_name": "Thomas Pelletier",
          "author_login": "pelletier",
          "committed_at": "2021-04-01T01:21:13Z",
          "body_truncated": false,
          "is_coding_agent": false
        },
        {
          "oid": "61745d7154112926d179926c268e19c341588e20",
          "body": null,
          "is_bot": false,
          "headline": "iso8601.Parse() timezone fix (#83)",
          "author_name": "Chris O'Hara",
          "author_login": "chriso",
          "committed_at": "2021-03-26T03:56:43Z",
          "body_truncated": false,
          "is_coding_agent": false
        },
        {
          "oid": "807cd3c180ec0909a92edcad2f708d122ae74e3c",
          "body": null,
          "is_bot": false,
          "headline": "Fast ISO8601 timestamp parsing (#82)",
          "author_name": "Chris O'Hara",
          "author_login": "chriso",
          "committed_at": "2021-03-26T03:08:47Z",
          "body_truncated": false,
          "is_coding_agent": false
        },
        {
          "oid": "94d0bdda346999f26ee13c6fcb2f56879d57a790",
          "body": "* add case incensitive equality for ascii strings\r\n\r\n* simpler\r\n\r\n* optimize the implementation\r\n\r\n* add AVX2 optimizations for EqualFold\r\n\r\n* unify implementations\r\n\r\n* go mod tidy\r\n\r\n* fix bug in ascii.EqualFoldString and add tests for short strings",
          "is_bot": false,
          "headline": "add ascii.EqualFold (#81)",
          "author_name": "Achille",
          "author_login": null,
          "committed_at": "2021-03-23T05:48:06Z",
          "body_truncated": false,
          "is_coding_agent": false
        },
        {
          "oid": "7cbdc497092db6226ba6fbf4a33a8ee66ae0ccef",
          "body": "* check for CPU capabilities before using SIMD instructions\r\n\r\n* go mod tidy\r\n\r\n* remove valid_default.go\r\n\r\n* cleanup",
          "is_bot": false,
          "headline": "check for CPU capabilities before using SIMD instructions (#80)",
          "author_name": "Achille",
          "author_login": null,
          "committed_at": "2021-03-22T21:38:34Z",
          "body_truncated": false,
          "is_coding_agent": false
        },
        {
          "oid": "ca7af5ad9059e59dee2eb4f04f85d2b6bd2dd805",
          "body": null,
          "is_bot": false,
          "headline": "run less benchmarks in CI (#78)",
          "author_name": "Achille",
          "author_login": null,
          "committed_at": "2021-03-22T08:30:28Z",
          "body_truncated": false,
          "is_coding_agent": false
        },
        {
          "oid": "2569331ecf34c5d2350c8b86f823f9c6f62e1113",
          "body": null,
          "is_bot": false,
          "headline": "update benchmarks (#77)",
          "author_name": "Achille",
          "author_login": null,
          "committed_at": "2021-03-22T05:31:04Z",
          "body_truncated": false,
          "is_coding_agent": false
        },
        {
          "oid": "1e9a692aa927c5e9ab348d170f7fb9b7c271b1cc",
          "body": null,
          "is_bot": false,
          "headline": "Optimize parsing of short strings (#76)",
          "author_name": "Chris O'Hara",
          "author_login": "chriso",
          "committed_at": "2021-03-22T04:58:53Z",
          "body_truncated": false,
          "is_coding_agent": false
        },
        {
          "oid": "9efc470bebc97c4fd8d0f8f062749c46a79e6688",
          "body": "* add json.Kind API\r\n\r\n* use hasNullPrefix everywhere\r\n\r\n* add new tokenizer APIs\r\n\r\n* use unsigned integers for flag types\r\n\r\n* cleanup\r\n\r\n* add tests for json.Kind and ensure bitshifts only happen on unsigned values\r\n\r\n* update code example\r\n\r\n* define json.Undefined",
          "is_bot": false,
          "headline": "Optimize decoders using json.Kind (#75)",
          "author_name": "Achille",
          "author_login": null,
          "committed_at": "2021-03-22T04:30:12Z",
          "body_truncated": false,
          "is_coding_agent": false
        },
        {
          "oid": "51d43a65fe99c2a965ed55961ca038e41d29d160",
          "body": null,
          "is_bot": false,
          "headline": "unable runtime optimizations on go 1.16 (#74)",
          "author_name": "Achille",
          "author_login": null,
          "committed_at": "2021-03-22T00:52:03Z",
          "body_truncated": false,
          "is_coding_agent": false
        },
        {
          "oid": "1be15869cd2b35ef73e90ffaa719b0378ae9d0b6",
          "body": null,
          "is_bot": false,
          "headline": "Update README benchmarks (#73)",
          "author_name": "Chris O'Hara",
          "author_login": "chriso",
          "committed_at": "2021-03-22T00:18:16Z",
          "body_truncated": false,
          "is_coding_agent": false
        },
        {
          "oid": "662b106491449671d9bf7146127584358fd7b2b9",
          "body": "* Scan input and then make this info available to parsing routines\r\n\r\n* Skip internal string checks where possible\r\n\r\n* Don't consider surrounding whitespace\r\n\r\n* Make parsing routines methods of decoder",
          "is_bot": false,
          "headline": "Preprocess input before parsing (#72)",
          "author_name": "Chris O'Hara",
          "author_login": "chriso",
          "committed_at": "2021-03-21T22:01:31Z",
          "body_truncated": false,
          "is_coding_agent": false
        },
        {
          "oid": "77c491e6fd7e4e313fb3660852009ba8076654ef",
          "body": "* hot fix: PR feedback for #69\r\n\r\n* simplify",
          "is_bot": false,
          "headline": "hot fix: PR feedback for #69 (#70)",
          "author_name": "Achille",
          "author_login": null,
          "committed_at": "2021-03-21T03:55:04Z",
          "body_truncated": false,
          "is_coding_agent": false
        },
        {
          "oid": "4d496783b8a09cb71aef3e3330c8aec3e871a1d3",
          "body": null,
          "is_bot": false,
          "headline": "Inline skipSpaces, and skip skipSpacesN call unless necessary (#71)",
          "author_name": "Chris O'Hara",
          "author_login": "chriso",
          "committed_at": "2021-03-20T21:49:11Z",
          "body_truncated": false,
          "is_coding_agent": false
        },
        {
          "oid": "2c5ebb4ec4eebcd65fce51dbfae445df53a6a6d7",
          "body": "* move files around\r\n\r\n* add default implementation of valid16\r\n\r\n* implement valid16 with AVX instructions\r\n\r\n* fixes\r\n\r\n* go mod tidy",
          "is_bot": false,
          "headline": "Optimize ascii.valid (#69)",
          "author_name": "Achille",
          "author_login": null,
          "committed_at": "2021-03-20T05:53:24Z",
          "body_truncated": false,
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        },
        {
          "oid": "a75a16aeacc18ec1164f1c4177d93b7084672342",
          "body": null,
          "is_bot": false,
          "headline": "Simplify and improve the AVX2 ascii.ValidPrint (#68)",
          "author_name": "Chris O'Hara",
          "author_login": "chriso",
          "committed_at": "2021-03-19T02:01:23Z",
          "body_truncated": false,
          "is_coding_agent": false
        },
        {
          "oid": "968730f754bafed6a6f5ea20dc44c4091198bd6b",
          "body": "* optimize ascii.validPrint\r\n\r\n* add special case for 4 bytes\r\n\r\n* use a hybrid approach where we only use assembly for longer strings\r\n\r\n* cleanup diff\r\n\r\n* revisit implementation\r\n\r\n* remove CMPL\r\n\r\n* better use of SIMD instructions\r\n\r\n* cleanup\r\n\r\n* cleanup\r\n\r\n* more cleanup\r\n\r\n* unroll two iterations of the loop to treat 64 bytes at a time",
          "is_bot": false,
          "headline": "Optimize ascii.validPrint (#66)",
          "author_name": "Achille",
          "author_login": null,
          "committed_at": "2021-03-18T23:30:09Z",
          "body_truncated": false,
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        },
        {
          "oid": "5db0fcdf8390bbe432be7665e1bf8b9c0017e129",
          "body": "* allow json tokenizer to be stack allocated\r\n\r\n* cleanup",
          "is_bot": false,
          "headline": "allow json tokenizer to be stack allocated (#67)",
          "author_name": "Achille",
          "author_login": null,
          "committed_at": "2021-03-18T20:07:30Z",
          "body_truncated": false,
          "is_coding_agent": false
        },
        {
          "oid": "b103c9c8acf7fc0fb8b51f73a703a68cdab6d239",
          "body": null,
          "is_bot": false,
          "headline": "optimize json tokenizer (#65)",
          "author_name": "Achille",
          "author_login": null,
          "committed_at": "2021-03-18T04:48:58Z",
          "body_truncated": false,
          "is_coding_agent": false
        },
        {
          "oid": "7184b06a1f4a039bb09ee006c6d0e24d2f1656af",
          "body": null,
          "is_bot": false,
          "headline": "json: fix some typos (#64)",
          "author_name": "Thomas Pelletier",
          "author_login": "pelletier",
          "committed_at": "2021-03-11T03:50:14Z",
          "body_truncated": false,
          "is_coding_agent": false
        },
        {
          "oid": "496d3276fe9fc3e36052196910689f0a5af4ce10",
          "body": "* Expose Unescape + AppendUnescape helper functions\r\n\r\n* type change input param\r\n\r\n* testUnescape\r\n\r\n* append to buf and test\r\n\r\n* benchmark",
          "is_bot": false,
          "headline": "Expose Unescape + AppendUnescape helper functions (#62)",
          "author_name": "Lucas Baier",
          "author_login": "lab176",
          "committed_at": "2021-02-18T22:40:17Z",
          "body_truncated": false,
          "is_coding_agent": false
        },
        {
          "oid": "e86bebd4c2c1434c20b29fbd9d9177baea809d93",
          "body": null,
          "is_bot": false,
          "headline": "fix invalid use of unsafe reported by go-safer (#61)",
          "author_name": "Achille",
          "author_login": null,
          "committed_at": "2021-01-21T17:41:27Z",
          "body_truncated": false,
          "is_coding_agent": false
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          "oid": "624a713ea5316298c7c2c75a829410ffa0374df0",
          "body": "* 🩹 fix #40\r\n\r\nImprovement of #51\r\n\r\nCo-Authored-By: kiyon <kiyon@gofiber.io>\r\n\r\n* 🧹 simplify if statement\r\n\r\nCo-Authored-By: kiyon <kiyon@gofiber.io>\r\n\r\nCo-authored-by: kiyon <kiyon@gofiber.io>",
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          "headline": "🩹 fix #40 (#57)",
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          "oid": "ba98efa6c5c1d59587b4e1e7c0a2e71bf2f864e7",
          "body": "* json: \"Unroll\" some common map types\r\n\r\nUnrolling a few common map types saves us a large amount of time and allocations\r\n(in some cases, all of them) because it means we can skip the use of\r\nreflect.Value.MapKeys and reflect.Value.MapIndex, which do a lot of allocation\r\ninternally.\r\n\r\nThis commit\n[…]\ns/op\r\n    BenchmarkUnmarshal/map[string][]string#02-12         \t    4784\t    232598 ns/op\t 139.56 MB/s\t   49208 B/op\t    1021 allocs/op\r\n\r\n* json: Clean up some error handling, document ignored errors",
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          "body": "* add proto package\r\n\r\n* remove proto.structField.gotype\r\n\r\n* add proto.RawMessage\r\n\r\n* internal/hack => internal/runtime_reflect\r\n\r\n* add RawMessage APIs\r\n\r\n* add fixture-based tests\r\n\r\n* always regenerate fixtures\r\n\r\n* WIP: rewrite\r\n\r\n* add rewrite tests\r\n\r\n* type safe methods for proto.FieldNumbe\n[…]\nhe conversion of fixed32 and fixed64 to uint32 and uint64\r\n\r\n* add support for rewriting maps\r\n\r\n* don't mark fields as repeated when they are maps\r\n\r\nCo-authored-by: Chris O'Hara <cohara87@gmail.com>",
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          "headline": "Merge pull request #46 from segmentio/alan/bump-go-mod",
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          "body": "Upon encoding a struct embedded with an\r\nuninitialized pointer of another struct extra commas\r\nwere being generated.\r\n\r\nThis was primarily because of not rolling back\r\nthe comma we add for each field in case of encode failure.\r\nRerranged the if conditional to mitigate the issue.\r\n\r\nAdded corresponding unit test as well.\r\n\r\nFor detailed description of issue refer -\r\nhttps://github.com/segmentio/encoding/issues/41",
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          "headline": "Bug Fix: Remove extra commas from embedded struct field (#42)",
          "author_name": "Varun Wachaspati J",
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          "headline": "corrected \"upsteam\" to \"upstream\" in json/README.md (#39)",
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          "headline": "don't report errors if data was loaded in the buffer (#37)",
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          "body": "…-checks\n\nAdd SetTrustRawMessage Encoder method",
          "is_bot": false,
          "headline": "Merge pull request #36 from yolken-segment/yolken-skip-encoding-value…",
          "author_name": "Benjamin Yolken",
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          "headline": "Add test of set trust raw message",
          "author_name": "Benjamin Yolken",
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          "headline": "fix pathological decoder reads (#35)",
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          "author_name": "Achille",
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          "body": "go version 1.14 adds support for getting the input offset\r\nof a json.Decoder (https://golang.org/pkg/encoding/json/#Decoder.InputOffset)\r\n\r\nThis commit adds identical functionality to segmentio/encoding\r\n\r\nSigned-off-by: Daniel Ferstay <dferstay@splunk.com>\r\n\r\nCo-authored-by: Daniel Ferstay <dferstay@splunk.com>",
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                "key": "wiki",
                "name": "Wiki",
                "detail": null,
                "points": 0,
                "status": "missed",
                "details": [],
                "max_points": 10
              }
            ]
          }
        ],
        "description": "Are baseline engineering and documentation practices in place?"
      },
      {
        "key": "security",
        "band": "at_risk",
        "name": "Security",
        "value": 49,
        "weight": 0.16,
        "metrics": [
          {
            "key": "security_posture",
            "band": "at_risk",
            "name": "Security posture",
            "note": "Excluded from scoring (no data or not applicable): Packaging, Signed-Releases. Remaining weights renormalized.",
            "notes": [
              {
                "code": "excluded_no_data",
                "params": {
                  "components": [
                    "packaging",
                    "signed_releases"
                  ]
                }
              },
              {
                "code": "weights_renormalized",
                "params": {}
              }
            ],
            "value": 36,
            "inputs": {
              "source": "openssf_scorecard",
              "checks_evaluated": 16,
              "scorecard_version": "v5.5.0",
              "checks_inconclusive": 2,
              "scorecard_aggregate": 3.6
            },
            "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": "branch protection is not maximal on development and all release branches",
                "points": 3,
                "status": "partial",
                "details": [],
                "max_points": 7.5
              },
              {
                "key": "ci_tests",
                "name": "CI-Tests",
                "detail": "3 out of 30 merged PRs checked by a CI test -- score normalized to 1",
                "points": 0.2,
                "status": "partial",
                "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 4 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": "no update tool detected",
                "points": 0,
                "status": "missed",
                "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": "0 commit(s) and 0 issue activity found in the last 90 days -- score normalized to 0",
                "points": 0,
                "status": "missed",
                "details": [],
                "max_points": 7.5
              },
              {
                "key": "packaging",
                "name": "Packaging",
                "detail": "packaging workflow not detected",
                "points": 0,
                "status": "excluded",
                "details": [
                  {
                    "code": "no_data",
                    "params": {}
                  }
                ],
                "max_points": 5
              },
              {
                "key": "pinned_dependencies",
                "name": "Pinned-Dependencies",
                "detail": "dependency not pinned by hash detected -- score normalized to 0",
                "points": 0,
                "status": "missed",
                "details": [],
                "max_points": 5
              },
              {
                "key": "sast",
                "name": "SAST",
                "detail": "SAST tool is not run on all commits -- score normalized to 0",
                "points": 0,
                "status": "missed",
                "details": [],
                "max_points": 5
              },
              {
                "key": "security_policy",
                "name": "Security-Policy",
                "detail": "security policy file not detected",
                "points": 0,
                "status": "missed",
                "details": [],
                "max_points": 5
              },
              {
                "key": "signed_releases",
                "name": "Signed-Releases",
                "detail": "no releases found",
                "points": 0,
                "status": "excluded",
                "details": [
                  {
                    "code": "no_data",
                    "params": {}
                  }
                ],
                "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": "28 existing vulnerabilities detected",
                "points": 0,
                "status": "missed",
                "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 21 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": 21
                }
              },
              {
                "code": "advisories_repo_graph_caveat",
                "params": {}
              },
              {
                "code": "advisories_reachability",
                "params": {}
              }
            ],
            "value": 100,
            "inputs": {
              "source": "osv",
              "advisories": 44,
              "affected_packages": 4,
              "assessed_packages": 21,
              "unassessed_packages": 0,
              "affected_by_severity": "high 3, moderate 1",
              "direct_affected_packages": 0
            },
            "components": [
              {
                "key": "direct_dependencies_free_of_known_advisories",
                "name": "Direct dependencies free of known advisories",
                "detail": "no direct dependency carries a known advisory",
                "points": 35,
                "status": "met",
                "details": [
                  {
                    "code": "no_direct_advisories",
                    "params": {}
                  }
                ],
                "max_points": 35
              },
              {
                "key": "indirect_dependencies_free_of_known_advisories",
                "name": "Indirect dependencies free of known advisories",
                "detail": "transitive set not separable from development and test dependencies in this scope",
                "points": 0,
                "status": "excluded",
                "details": [
                  {
                    "code": "advisories_scope_not_separable",
                    "params": {}
                  }
                ],
                "max_points": 25
              },
              {
                "key": "no_advisories_left_outstanding",
                "name": "No advisories left outstanding",
                "detail": "no advisory carries a publication date",
                "points": 0,
                "status": "excluded",
                "details": [
                  {
                    "code": "advisories_no_publication_date",
                    "params": {}
                  }
                ],
                "max_points": 40
              }
            ]
          },
          {
            "key": "malicious_dependencies",
            "band": "excellent",
            "name": "Malicious dependencies",
            "note": null,
            "notes": [],
            "value": 100,
            "inputs": {
              "source": "osv",
              "meaning": "reported as a malicious package by the OpenSSF corpus; the remedy is removal or moving off the compromised name, never an upgrade of the same artifact. Versions the registry has since pulled are listed but not scored",
              "packages": [],
              "red_flag": false,
              "assessed_packages": 21,
              "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": 9
            },
            "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": 62,
        "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": 0.84,
              "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": "84 of 100 human commits state their intent (structured subject or explanatory body)",
                "points": 40,
                "status": "met",
                "details": [
                  {
                    "code": "legible_history",
                    "params": {
                      "legible": 84,
                      "sampled": 100
                    }
                  }
                ],
                "max_points": 40
              }
            ]
          },
          {
            "key": "ai_verify_loop",
            "band": "good",
            "name": "Verify loop (build / test / typecheck)",
            "note": null,
            "notes": [],
            "value": 72,
            "inputs": {
              "has_nix": false,
              "has_tests": true,
              "lockfiles": [
                "go.sum"
              ],
              "has_dockerfile": false,
              "typed_language": true,
              "bootstrap_files": [
                "Makefile",
                "benchmarks/Makefile",
                "proto/fixtures/Makefile"
              ],
              "has_devcontainer": false,
              "has_linter_config": true,
              "typecheck_configs": [],
              "agent_commit_share": 0,
              "toolchain_manifests": [
                "benchmarks/go.mod",
                "go.mod",
                "proto/fixtures/go.mod"
              ],
              "dependency_bot_commit_share": 0
            },
            "components": [
              {
                "key": "one_command_bootstrap",
                "name": "One-command bootstrap",
                "detail": "Makefile, benchmarks/Makefile, proto/fixtures/Makefile",
                "points": 18,
                "status": "met",
                "details": [
                  {
                    "code": "file_list",
                    "params": {
                      "files": "Makefile, benchmarks/Makefile, proto/fixtures/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": "lockfile",
                "points": 10,
                "status": "met",
                "details": [
                  {
                    "code": "file_list",
                    "params": {
                      "files": "lockfile"
                    }
                  }
                ],
                "max_points": 10
              },
              {
                "key": "demonstrated_agent_practice",
                "name": "Demonstrated agent practice",
                "detail": "no agent-authored commits among the last 100",
                "points": 0,
                "status": "missed",
                "details": [
                  {
                    "code": "no_agent_authored_commits",
                    "params": {
                      "sampled": 100
                    }
                  }
                ],
                "max_points": 10
              },
              {
                "key": "automated_maintenance",
                "name": "Automated maintenance",
                "detail": "no automated dependency updates observed",
                "points": 0,
                "status": "missed",
                "details": [
                  {
                    "code": "no_dependency_automation",
                    "params": {}
                  }
                ],
                "max_points": 8
              },
              {
                "key": "openssf_scorecard_pinned_dependencies",
                "name": "OpenSSF Scorecard: Pinned-Dependencies",
                "detail": "dependency not pinned by hash detected -- score normalized to 0",
                "points": 0,
                "status": "missed",
                "details": [],
                "max_points": 10
              }
            ]
          },
          {
            "key": "ai_code_legibility",
            "band": "excellent",
            "name": "Code legibility for models",
            "note": null,
            "notes": [],
            "value": 100,
            "inputs": {
              "primary_language": "Go",
              "largest_source_bytes": 58045,
              "source_files_sampled": 86,
              "oversized_source_files": 0
            },
            "components": [
              {
                "key": "type_checkable_code",
                "name": "Type-checkable code",
                "detail": "Go (statically typed)",
                "points": 45,
                "status": "met",
                "details": [
                  {
                    "code": "statically_typed_language",
                    "params": {
                      "language": "Go"
                    }
                  }
                ],
                "max_points": 45
              },
              {
                "key": "manageable_file_sizes",
                "name": "Manageable file sizes",
                "detail": "0/86 source files over 60KB",
                "points": 55,
                "status": "met",
                "details": [
                  {
                    "code": "oversized_source_files",
                    "params": {
                      "kb": 60,
                      "sampled": 86,
                      "oversized": 0
                    }
                  }
                ],
                "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": [
                "proto/fixtures/fixtures.proto"
              ]
            },
            "components": [
              {
                "key": "api_schema_openapi_graphql_proto",
                "name": "API schema (OpenAPI/GraphQL/proto)",
                "detail": "proto/fixtures/fixtures.proto",
                "points": 40,
                "status": "met",
                "details": [
                  {
                    "code": "file_list",
                    "params": {
                      "files": "proto/fixtures/fixtures.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": "2026-07-28T13:55:26.129136Z",
  "schema_version": "0.27.0",
  "badge_url": "https://raw.githubusercontent.com/inspect-software/badges/main/v1/s/segmentio/encoding.svg",
  "full_name": "segmentio/encoding",
  "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 v0.27.0 — full methodology · metrics wiki.

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