Public record
Software health reportschema 0.27.0 · metrics 2.3.1 · 2026-07-30 23:03 UTC

go-logfmt / logfmt

Package logfmt marshals and unmarshals logfmt messages.

GoMIT★ 194 stars⑂ 23 forkssince Apr 2015View on GitHub ↗

go-logfmt/logfmt holds a health index of 48 out of 100, placing it in the Weak band. It scores highest on Engineering Quality (58/100) and lowest on Vitality (32/100). It was last updated 298 days ago. A single contributor accounts for most of its recent work.

48
overall / 100
Weak

Software health index

Metrics are grouped into weighted categories on one standardized 1–100 scale. Overall starts as their weighted mean, calibrated against the distribution of the public record so bands carry percentile meaning; when public evidence triggers the High-Risk Jurisdiction Policy, the rating is adjusted and receives an At Risk ceiling of 34.

48
Exceptional93-100The record's top tier (≈ top 5%); essentially all checked criteria met
Excellent80-92Strong across the board; minor gaps
Good65-79Healthy; gaps are limited and manageable
Moderate50-64Acceptable with notable gaps; review recommended
Weak35-49Material weaknesses across several areas
At Risk20-34Significant weaknesses; adoption warrants caution
Critical1-19Severe 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.

The weighted overall 49 is calibrated to 48 on the published index scale (record calibration 2026-08-02).

Ownership

go-logfmtOrganization
1 follower3 public repossince Apr 2015

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

Package ecosystems

RegistryPackageVersionDownloads / moVersionsLast publish
Gogithub.com/go-logfmt/logfmtv0.6.1-8298 days ago

Metrics by category

Vitality

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

32At Risk · 21% of overall
How it's scored
3.6/36Push recency — last push 298 days ago
1.4/36Commit cadence — 2/52 weeks with commits
7/18Commit volume — 5 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_year5
human_commit_share1
days_since_last_push298
active_weeks_last_year2
How it's scored
27/27Ships releases — 8 releases published
16.2/36Release recency — latest release 298 days ago
12.6/27Release cadence — a release every ~358.5 days
0/10OpenSSF Scorecard: Signed-Releases — no data
Inputs used
releases_count8
latest_release_tagv0.6.1
releases_from_tagsno
days_since_latest_release298
mean_days_between_releases358.5
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?

51Moderate · 17% of overall
How it's scored
37.1/60Stars — 194 stars
11.2/25Forks — 23 forks
2.7/15Watchers — 4 watchers
Inputs used
forks23
stars194
watchers4
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
readme_badges
has_contributingno
has_issue_templateno
has_code_of_conductno
readme_badge_services
has_pull_request_templateno

Sustainability & Governance

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

57Moderate · 23% of overall
How it's scored
9/54Bus factor — 1 contributor(s) cover half of all commits
2.6/22.5Commit distribution — top contributor authored 88% of commits
8.1/13.5Contributor breadth — 6 contributors
10/10OpenSSF Scorecard: Contributors — project has 4 contributing companies or organizations
Inputs used
bus_factor1
contributors_sampled6
top_contributor_share0.884
How it's scored
33.6/42Issue resolution — 80% of issues closed
24.5/30PR acceptance — 9/11 decided PRs merged
0/13Newcomer PR acceptance — no first-time contributor's PR decided in 30d
1.5/15OpenSSF Scorecard: Code-Review — Found 3/28 approved changesets -- score normalized to 1
Inputs used
merged_prs9
open_issues2
closed_issues8
prs_merged_7d
prs_decided_7d
prs_merged_30d
prs_decided_30d
issue_closed_ratio0.8
closed_unmerged_prs2
first_time_authors_30d
first_time_prs_merged_30d
first_time_prs_decided_30d
Excluded from scoring (no data or not applicable): newcomer_pr_acceptance. Remaining weights renormalized.
How it's scored
30/30Ownership backing — organization-owned
0/20Verified domain
2.2/25Owner reach — 1 followers of go-logfmt
16.4/25Track record — 3 public repos, account ~11 yr old
Inputs used
followers1
owner_typeOrganization
is_verified
owner_logingo-logfmt
public_repos3
account_age_days4,109
How it's scored
25/25Published & resolvable — 1 package(s) on go
26/35Publish recency — latest publish 298 days ago
20/20Version history — 8 published versions
20/20Not deprecated — active, not deprecated or yanked
Inputs used
packagesgithub.com/go-logfmt/logfmt
ecosystemsgo
any_deprecatedno
min_days_since_publish298

Engineering Quality

Are baseline engineering and documentation practices in place?

58Moderate · 19% of overall
How it's scored
24/24CI workflows — 1 workflow(s)
24/24Tests present
0/16Linter config
0/9.6Pre-commit hooks
0/6.4.editorconfig
8/20OpenSSF Scorecard: CI-Tests — 2 out of 5 merged PRs checked by a CI test -- score normalized to 4
Inputs used
has_ciyes
has_testsyes
has_editorconfigno
has_linter_configno
has_precommit_configno

Documentation

60Moderate
How it's scored
30/30README
0/25Documentation directory
0/15Documentation / homepage site
10/10Repository description
10/10Topics — 5 topics
10/10Wiki
Inputs used
topicslogfmt, encoder, decoder, go, golang
has_wikiyes
homepage
has_readmeyes
has_docs_dirno
has_descriptionyes

Security

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

47Weak · 16% of overall
How it's scored
7.5/7.5Binary-Artifacts — no binaries found in the repo
0/7.5Branch-Protection — branch protection not enabled on development/release branches
1/2.5CI-Tests — 2 out of 5 merged PRs checked by a CI test -- score normalized to 4
0/2.5CII-Best-Practices — no effort to earn an OpenSSF best practices badge detected
0.8/7.5Code-Review — Found 3/28 approved changesets -- score normalized to 1
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
7.5/7.5Vulnerabilities — 0 existing vulnerabilities detected
Inputs used
sourceopenssf_scorecard
checks_evaluated16
scorecard_versionv5.5.0
checks_inconclusive2
scorecard_aggregate3.4
Excluded from scoring (no data or not applicable): packaging, signed_releases. Remaining weights renormalized.

Dependency advisories

100Exceptional
How it's scored
35/35Direct dependencies free of known advisories — no direct dependency carries a known advisory
0/25Indirect dependencies free of known advisories — transitive set not separable from development and test dependencies in this scope
0/40No advisories left outstanding — no advisory carries a publication date
Inputs used
sourceosv
advisories0
affected_packages0
assessed_packages1
unassessed_packages0
affected_by_severitynone
direct_affected_packages0
Excluded from scoring (no data or not applicable): Indirect dependencies free of known advisories, No advisories left outstanding. Remaining weights renormalized. Matched 1 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? Carries a deliberately small weight (4%): agent tooling is a real maintenance signal, but a repository with none can still reach 100/100.

48Weak · 4% of overall
How it's scored
0/45Agent instructions — no CLAUDE.md / AGENTS.md / editor rules
0/15Machine-readable docs (llms.txt)
9.9/40Legible commit history — 16 of 86 human commits state their intent (structured subject or explanatory body)
Inputs used
has_llms_txtno
legible_history_share0.186
agent_instruction_files
agent_instruction_max_bytes
How it's scored
12.6/18One-command bootstrap — go.mod (toolchain convention, no task runner)
22/22Automated tests
0/11Lint / format config
11/11Static type checking — Go (statically typed)
10/10Reproducible environment — lockfile
0/10Demonstrated agent practice — no agent-authored commits among the last 86
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_files
has_devcontainerno
has_linter_configno
typecheck_configs
agent_commit_share0
toolchain_manifestsgo.mod
dependency_bot_commit_share0
How it's scored
45/45Type-checkable code — Go (statically typed)
55/55Manageable file sizes — 0/9 source files over 60KB
Inputs used
primary_languageGo
largest_source_bytes7,984
source_files_sampled9
oversized_source_files0

Key facts

194GitHub stars
6contributors
5commits, last 12 months
298days since last push
8releases
1bus factor
2open 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 ★ / 23 ⇿
0Stars
23Forks
7Releases

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.

048121620242312016-072021-022025-09
Major 0Minor 6Patch 1

Each point covers 9 days.

OpenSSF Scorecard 3.4 / 10
3.4aggregate

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 · 2026-07-30 23:03 UTC

10Binary-Artifactsno binaries found in the repo
0Branch-Protectionbranch protection not enabled on development/release branches
4CI-Tests2 out of 5 merged PRs checked by a CI test -- score normalized to 4
0CII-Best-Practicesno effort to earn an OpenSSF best practices badge detected
1Code-ReviewFound 3/28 approved changesets -- score normalized to 1
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
10Vulnerabilities0 existing vulnerabilities detected
Direct dependencies 1
RegistryPackageVersion constraintManifest
Gogithub.com/google/go-cmpv0.7.0go.mod
All dependencies 1

Full resolved dependency set from the GitHub dependency graph: 1 direct and 0 indirect (transitive) packages. The transitive closure is complete when the repository commits a lockfile.

RegistryPackageVersionRelation
Gogithub.com/google/go-cmp0.7.0direct
Dependency advisories 0

This repository publishes no package the index resolves, so its own dependency graph was assessed — 1 packages, which also include development and test pins that never ship: 0 carry known advisories, of which 0 are direct.

No known advisories affect the assessed dependencies.

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

Raw JSON report machine-readable
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          "author_name": "Chris Hines",
          "author_login": "ChrisHines",
          "committed_at": "2021-02-27T02:14:55Z",
          "body_truncated": false,
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          "body": null,
          "is_bot": false,
          "headline": "Merge branch 'release/v0.5.0'",
          "author_name": "Chris Hines",
          "author_login": "ChrisHines",
          "committed_at": "2020-01-04T05:22:39Z",
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          "is_bot": false,
          "headline": "Update CHANGELOG",
          "author_name": "Chris Hines",
          "author_login": "ChrisHines",
          "committed_at": "2020-01-04T05:04:34Z",
          "body_truncated": false,
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        },
        {
          "oid": "72090209a41223df99307d2e7a160cb4873a5ead",
          "body": "github.com/kr/logfmt was only used as a reference implementation for\nfuzzing against and benchmark comparisons. The benchmark is dropped\nbut the fuzzing code is moving to github.com/go-logfmt/fuzzlogfmt.\n\nThe extra dependency didn't matter in most cases, but `go mod vendor`\nadded it to the vendor dir of dependent modules.",
          "is_bot": false,
          "headline": "Remove dependency on github.com/kr/logfmt",
          "author_name": "Chris Hines",
          "author_login": "ChrisHines",
          "committed_at": "2020-01-04T05:02:18Z",
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          "body": null,
          "is_bot": false,
          "headline": "Test against latest version of Go",
          "author_name": "Chris Hines",
          "author_login": "ChrisHines",
          "committed_at": "2020-01-04T04:44:11Z",
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        {
          "oid": "452d3ea3fb75c1bdc395a5b9e61838064ec4b1c6",
          "body": "This change was suggested by staticcheck.",
          "is_bot": false,
          "headline": "Use simpler rune comparison function",
          "author_name": "Chris Hines",
          "author_login": "ChrisHines",
          "committed_at": "2020-01-04T04:43:12Z",
          "body_truncated": false,
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          "body": null,
          "is_bot": false,
          "headline": "Merge branch 'release/v0.4.0'",
          "author_name": "Chris Hines",
          "author_login": "ChrisHines",
          "committed_at": "2018-11-22T01:56:15Z",
          "body_truncated": false,
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        },
        {
          "oid": "432dd90af23366a89a611c020003fc8ba281ae5d",
          "body": null,
          "is_bot": false,
          "headline": "Merge tag 'v0.4.0' into develop",
          "author_name": "Chris Hines",
          "author_login": "ChrisHines",
          "committed_at": "2018-11-22T01:56:15Z",
          "body_truncated": false,
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        },
        {
          "oid": "0e6ce8488fbaa80902e6d747c39bb5446ead3f41",
          "body": null,
          "is_bot": false,
          "headline": "Update CHANGELOG",
          "author_name": "Chris Hines",
          "author_login": "ChrisHines",
          "committed_at": "2018-11-22T01:55:41Z",
          "body_truncated": false,
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        },
        {
          "oid": "f183dd30c31ddf0b350d70e241e2072e15553ddb",
          "body": null,
          "is_bot": false,
          "headline": "Support go modules",
          "author_name": "Chris Hines",
          "author_login": "ChrisHines",
          "committed_at": "2018-11-22T01:53:00Z",
          "body_truncated": false,
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        {
          "oid": "f2ca038802095b8a357ba8800e5e2e6aa1168c78",
          "body": null,
          "is_bot": false,
          "headline": "Add unreleased changes, contributors, and links",
          "author_name": "Chris Hines",
          "author_login": "ChrisHines",
          "committed_at": "2018-11-22T01:44:26Z",
          "body_truncated": false,
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        },
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          "body": null,
          "is_bot": false,
          "headline": "Add CHANGELOG.md",
          "author_name": "Chris Hines",
          "author_login": "ChrisHines",
          "committed_at": "2018-11-22T01:20:54Z",
          "body_truncated": false,
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        },
        {
          "oid": "d4c98a4d6da3fd8382bd0b43d4f66678eaa36c64",
          "body": null,
          "is_bot": false,
          "headline": "Update Go versions for travis.ci builds",
          "author_name": "Chris Hines",
          "author_login": "ChrisHines",
          "committed_at": "2018-11-20T07:13:11Z",
          "body_truncated": false,
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        },
        {
          "oid": "11fd56866eade1ecd7cd56144e08d5d50669fd48",
          "body": "Experience has shown that including invalid runes (especially spaces) in\nkeys is the most common mistake when encoding. Returning an error for keys\ncontaining invalid runes is not helpful because log packages often discard\nthe field or entire record when there is an encoding error. But missing\nlog d\n[…]\nme\ncomplexity to the implementation of Encoder. The second choice does not\nchange the API and, thanks to the strings.Map and bytes.Map functions,\nslightly simplifies the implementation; so I chose it.",
          "is_bot": false,
          "headline": "Drop invalid runes from keys instead of returning ErrInvalidKey",
          "author_name": "Chris Hines",
          "author_login": "ChrisHines",
          "committed_at": "2018-11-20T07:11:21Z",
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        },
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          "oid": "0a053a0b0275d8d21225d79cbfd44e736b26b3a9",
          "body": "On panic while printing, attempt to print panic value",
          "is_bot": false,
          "headline": "Merge pull request #7 from bboreham/fewer-panics",
          "author_name": "Chris Hines",
          "author_login": "ChrisHines",
          "committed_at": "2018-11-20T00:40:52Z",
          "body_truncated": false,
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          "body": null,
          "is_bot": false,
          "headline": "Update Go versions for travis.ci  builds.",
          "author_name": "Chris Hines",
          "author_login": "ChrisHines",
          "committed_at": "2018-04-27T21:21:01Z",
          "body_truncated": false,
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          "oid": "5e20bc16964c6e2c4481f81147f53df1e6610945",
          "body": "This should be more useful to users with bugs in the code they are\ntrying to log from.",
          "is_bot": false,
          "headline": "On panic while printing, attempt to print panic value",
          "author_name": "Bryan Boreham",
          "author_login": "bboreham",
          "committed_at": "2018-03-16T08:37:07Z",
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        },
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          "oid": "390ab7935ee28ec6b286364bba9b4dd6410cb3d5",
          "body": "Fuzz fix, quote invalid UTF-8 values",
          "is_bot": false,
          "headline": "Merge pull request #4 from judwhite/feature/fuzz",
          "author_name": "Chris Hines",
          "author_login": "ChrisHines",
          "committed_at": "2016-11-15T14:25:13Z",
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          "is_bot": false,
          "headline": "apply review feedback",
          "author_name": "Jud White",
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          "oid": "52e29b14dbd438cd277b869ebeccccf8c8912951",
          "body": "- for parse/write/parse check, change second parse to parse the write\n  of the parsed value instead of the original input\n\nencode:\n- invalidKeyRune: treat utf8.RuneError as invalid rune\n- add invalidKey, invalidKeyString funcs\n  - checks len(key) == 0, invalidKeyRune, and utf8.Valid\n- needsQuotedVal\n[…]\nsize == 1\" when checking for rune decode error\n\nfuzz testing output:\n- .quoted:\n  \"0=\\\"\\xbd\\x00\\\"\"\n- .output:\n  panic: reserialized data does not match:\n  \"0=\\\"\\\\ufffd\\\\u0000\\\"\\n\"\n  \"0=\\\"�\\\\u0000\\\"\\n\"",
          "is_bot": false,
          "headline": "fuzz:",
          "author_name": "Jud White",
          "author_login": "judwhite",
          "committed_at": "2016-11-14T08:05:50Z",
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          "body": null,
          "is_bot": false,
          "headline": "add failing tests",
          "author_name": "Jud White",
          "author_login": "judwhite",
          "committed_at": "2016-11-14T08:05:47Z",
          "body_truncated": false,
          "is_coding_agent": false
        },
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          "oid": "9b7959fc8e0fafe2de3125b414d3dbc9118e359c",
          "body": null,
          "is_bot": false,
          "headline": "golint cleanup",
          "author_name": "Jud White",
          "author_login": "judwhite",
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        },
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          "oid": "d4327190ff838312623b09bfeb50d7c93c8d9c1d",
          "body": "Pool buffers for quoted strings and byte slices",
          "is_bot": false,
          "headline": "Merge pull request #2 from nuss-justin/buffer-pool",
          "author_name": "Chris Hines",
          "author_login": "ChrisHines",
          "committed_at": "2016-06-01T13:08:01Z",
          "body_truncated": false,
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          "oid": "8e1123714b49f347536dfccd47b3663e67e897e0",
          "body": null,
          "is_bot": false,
          "headline": "Remove Go 1.2 from .travis.yml",
          "author_name": "Justin Nuß",
          "author_login": "nussjustin",
          "committed_at": "2016-06-01T12:53:59Z",
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        },
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          "oid": "389ef9af36d2128e97a8ac721518ae3946e6d592",
          "body": "This reduces allocations when writing multiple quoted\nstrings or byte slices, by reusing bytes.Buffers, giving\na nice little speed up.\n\nname            old time/op    new time/op    delta\nEncodeKeyval-8     635ns ± 2%     593ns ± 0%   -6.52%  (p=0.008 n=5+5)\n\nname            old alloc/op   new alloc\n[…]\ndelta\nEncodeKeyval-8      176B ± 0%       64B ± 0%  -63.64%  (p=0.008 n=5+5)\n\nname            old allocs/op  new allocs/op  delta\nEncodeKeyval-8      5.00 ± 0%      4.00 ± 0%  -20.00%  (p=0.008 n=5+5)",
          "is_bot": false,
          "headline": "Pool buffers for quoted strings and byte slices",
          "author_name": "Justin Nuß",
          "author_login": "nussjustin",
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          "oid": "538518f3a61c040f3d15f05decfffef6bd0302bc",
          "body": null,
          "is_bot": false,
          "headline": "Add coveralls badge.",
          "author_name": "Chris Hines",
          "author_login": "ChrisHines",
          "committed_at": "2016-05-14T03:16:40Z",
          "body_truncated": false,
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        },
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          "body": null,
          "is_bot": false,
          "headline": "Use explicit go version in .travis.yml.",
          "author_name": "Chris Hines",
          "author_login": "ChrisHines",
          "committed_at": "2016-05-14T03:04:30Z",
          "body_truncated": false,
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        },
        {
          "oid": "caee5a07e3a8be5d068336ff58bc930f24961fed",
          "body": null,
          "is_bot": false,
          "headline": "Remove redundant build step.",
          "author_name": "Chris Hines",
          "author_login": "ChrisHines",
          "committed_at": "2016-05-14T02:54:55Z",
          "body_truncated": false,
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        },
        {
          "oid": "66fa38bc44ab8318248d8dd0841af9c0096390cd",
          "body": null,
          "is_bot": false,
          "headline": "Disable sudo and get test dependencies.",
          "author_name": "Chris Hines",
          "author_login": "ChrisHines",
          "committed_at": "2016-05-14T02:49:14Z",
          "body_truncated": false,
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        },
        {
          "oid": "10c314f1e1531dcf5f5c045eeb6fbfc1dbbdb2b0",
          "body": null,
          "is_bot": false,
          "headline": "Collect test coverage from TravisCI.",
          "author_name": "Chris Hines",
          "author_login": "ChrisHines",
          "committed_at": "2016-05-14T02:36:35Z",
          "body_truncated": false,
          "is_coding_agent": false
        },
        {
          "oid": "fe0e5f3f4150c3a747299c187a47e10d09dea7de",
          "body": null,
          "is_bot": false,
          "headline": "Add TravisCI builds.",
          "author_name": "Chris Hines",
          "author_login": "ChrisHines",
          "committed_at": "2016-05-14T01:43:48Z",
          "body_truncated": false,
          "is_coding_agent": false
        },
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          "oid": "a0ff333161fe5c2daed0ba52d1792bd3d2531b94",
          "body": null,
          "is_bot": false,
          "headline": "Add Encoder.EncodeKeyvals.",
          "author_name": "Chris Hines",
          "author_login": "ChrisHines",
          "committed_at": "2016-05-08T04:50:22Z",
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        },
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          "oid": "a5fe813d6880436150bdf16a66974092c5343f68",
          "body": "This change results in a nice speed improvement for a method that is\nnormally called within a loop.\n\nname            old time/op    new time/op    delta\nEncodeKeyval-4    1.74µs ± 1%    1.46µs ± 1%  -16.39%    (p=0.000 n=10+9)",
          "is_bot": false,
          "headline": "Remove unnecessary defer in Encoder.EncodeKeyval.",
          "author_name": "Chris Hines",
          "author_login": "ChrisHines",
          "committed_at": "2016-05-08T03:50:47Z",
          "body_truncated": false,
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          "body": null,
          "is_bot": false,
          "headline": "Mention single tag prefix.",
          "author_name": "Chris Hines",
          "author_login": "ChrisHines",
          "committed_at": "2016-03-28T20:53:39Z",
          "body_truncated": false,
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        },
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          "oid": "9d226e86079f39f6a9669acef317f68372a17d97",
          "body": null,
          "is_bot": false,
          "headline": "Stop recommending gopkg.in.",
          "author_name": "Chris Hines",
          "author_login": "ChrisHines",
          "committed_at": "2016-03-28T20:49:29Z",
          "body_truncated": false,
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        },
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          "oid": "ec7b154cff9df0dc6c24e32841bdb11926adabb6",
          "body": null,
          "is_bot": false,
          "headline": "Add hook for go-fuzz comparing against prior art (github.com/kr/logfmt).",
          "author_name": "Chris Hines",
          "author_login": "ChrisHines",
          "committed_at": "2016-03-28T20:39:57Z",
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        },
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          "oid": "41b8b1d74b7440947c36785013fa3c633b0c2b4d",
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          "is_bot": false,
          "headline": "Add examples.",
          "author_name": "Chris Hines",
          "author_login": "ChrisHines",
          "committed_at": "2016-03-28T20:37:25Z",
          "body_truncated": false,
          "is_coding_agent": false
        },
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          "oid": "0d52a9df77b169c3dac1d361fa7cc02892e6dfb4",
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          "is_bot": false,
          "headline": "Add benchmark to compare against prior art (github.com/kr/logfmt).",
          "author_name": "Chris Hines",
          "author_login": "ChrisHines",
          "committed_at": "2016-03-28T20:37:08Z",
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          "is_bot": false,
          "headline": "Cleanup test and remove unused code.",
          "author_name": "Chris Hines",
          "author_login": "ChrisHines",
          "committed_at": "2016-03-16T19:24:42Z",
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          "is_bot": false,
          "headline": "Improve docs.",
          "author_name": "Chris Hines",
          "author_login": "ChrisHines",
          "committed_at": "2016-03-16T19:24:05Z",
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          "is_bot": false,
          "headline": "Remove unused error variable.",
          "author_name": "Chris Hines",
          "author_login": "ChrisHines",
          "committed_at": "2016-03-15T07:36:30Z",
          "body_truncated": false,
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          "is_bot": false,
          "headline": "Reduce bounds checking.",
          "author_name": "Chris Hines",
          "author_login": "ChrisHines",
          "committed_at": "2016-03-15T07:34:44Z",
          "body_truncated": false,
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        },
        {
          "oid": "f8a628129d9a95592a1d16a2e915f21fdad22483",
          "body": null,
          "is_bot": false,
          "headline": "Localize line and start.",
          "author_name": "Chris Hines",
          "author_login": "ChrisHines",
          "committed_at": "2016-03-15T06:47:51Z",
          "body_truncated": false,
          "is_coding_agent": false
        },
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          "is_bot": false,
          "headline": "Improve test coverage.",
          "author_name": "Chris Hines",
          "author_login": "ChrisHines",
          "committed_at": "2016-03-15T06:46:12Z",
          "body_truncated": false,
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        },
        {
          "oid": "b3bd0c2b8010afeed2adc1c8ca37280fb5453cbd",
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          "is_bot": false,
          "headline": "Combine functions for speed.",
          "author_name": "Chris Hines",
          "author_login": "ChrisHines",
          "committed_at": "2016-03-15T01:05:40Z",
          "body_truncated": false,
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        },
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          "oid": "20b22175d7a3c15f0e56f3748ed1c4a8f1d95229",
          "body": null,
          "is_bot": false,
          "headline": "Simplify API and state functions.",
          "author_name": "Chris Hines",
          "author_login": "ChrisHines",
          "committed_at": "2016-03-14T20:56:42Z",
          "body_truncated": false,
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        },
        {
          "oid": "7a0491342200134a1d7ba0539a64bf58f0c4530a",
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          "is_bot": false,
          "headline": "Use SyntaxError more.",
          "author_name": "Chris Hines",
          "author_login": "ChrisHines",
          "committed_at": "2016-03-14T18:39:28Z",
          "body_truncated": false,
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        },
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          "oid": "6f7cfc5f4f70eb66b8b4d0ada4a714d09a080994",
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          "is_bot": false,
          "headline": "Add some docs.",
          "author_name": "Chris Hines",
          "author_login": "ChrisHines",
          "committed_at": "2016-03-14T18:38:12Z",
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        },
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          "is_bot": false,
          "headline": "Improve parsing speed.",
          "author_name": "Chris Hines",
          "author_login": "ChrisHines",
          "committed_at": "2016-03-07T01:18:53Z",
          "body_truncated": false,
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        },
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          "is_bot": false,
          "headline": "Add tests and fix bugs.",
          "author_name": "Chris Hines",
          "author_login": "ChrisHines",
          "committed_at": "2016-03-04T20:09:43Z",
          "body_truncated": false,
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        },
        {
          "oid": "b792c27aaf35bbbf456c9eb6b5bbce2a3961b985",
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          "is_bot": false,
          "headline": "Refactor to avoid most memory allocations.",
          "author_name": "Chris Hines",
          "author_login": "ChrisHines",
          "committed_at": "2016-02-29T22:14:27Z",
          "body_truncated": false,
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        },
        {
          "oid": "49a61cdbbf088594d1b515f956bdebcd6585484d",
          "body": null,
          "is_bot": false,
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            "notes": [
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                "code": "excluded_no_data",
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              "days_since_latest_release": 298,
              "mean_days_between_releases": 358.5
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            "components": [
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                "key": "ships_releases",
                "name": "Ships releases",
                "detail": "8 releases published",
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                "status": "met",
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                  {
                    "code": "releases_published",
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                      "count": 8
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                ],
                "max_points": 27
              },
              {
                "key": "release_recency",
                "name": "Release recency",
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                "points": 16.2,
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                    "code": "release_recency",
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                "max_points": 36
              },
              {
                "key": "release_cadence",
                "name": "Release cadence",
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                "max_points": 27
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              {
                "key": "openssf_scorecard_signed_releases",
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                ],
                "max_points": 10
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          },
          {
            "key": "abandonment",
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            "name": "Abandonment",
            "note": null,
            "notes": [],
            "value": 100,
            "inputs": {
              "cap": null,
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            "components": [
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      {
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        "name": "Community & Adoption",
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        "weight": 0.17,
        "metrics": [
          {
            "key": "popularity",
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            "note": null,
            "notes": [],
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              "growth_factor_pct": 100,
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            "components": [
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                "key": "stars",
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                "details": [
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                    "code": "stars",
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                      "count": 194
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                "max_points": 60
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              {
                "key": "forks",
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                "details": [
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                "max_points": 25
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              {
                "key": "watchers",
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                    "code": "watchers",
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                "max_points": 15
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            ]
          },
          {
            "key": "community_health",
            "band": "moderate",
            "name": "Community health",
            "note": null,
            "notes": [],
            "value": 50,
            "inputs": {
              "has_readme": true,
              "has_license": true,
              "readme_badges": null,
              "has_contributing": false,
              "has_issue_template": false,
              "has_code_of_conduct": false,
              "readme_badge_services": [],
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            "components": [
              {
                "key": "readme",
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                "details": [],
                "max_points": 22.5
              },
              {
                "key": "license",
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                "detail": "recognized license (MIT)",
                "points": 22.5,
                "status": "met",
                "details": [
                  {
                    "code": "license_standard",
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                  {
                    "code": "license_spdx",
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                "max_points": 22.5
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              {
                "key": "contributing_guide",
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                "status": "missed",
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              },
              {
                "key": "code_of_conduct",
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                "points": 0,
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              {
                "key": "issue_template",
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                "points": 0,
                "status": "missed",
                "details": [],
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              {
                "key": "pr_template",
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        "description": "Does the project have users, downloads, attention, and a welcoming setup for contributors?"
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      {
        "key": "governance",
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        "name": "Sustainability & Governance",
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            "key": "maintainer_resilience",
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                "key": "bus_factor",
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                "key": "commit_distribution",
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                "status": "partial",
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                    "code": "top_contributor_share",
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                "max_points": 22.5
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              {
                "key": "contributor_breadth",
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                "points": 8.1,
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                "max_points": 13.5
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              {
                "key": "openssf_scorecard_contributors",
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                "max_points": 10
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          },
          {
            "key": "responsiveness",
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            "note": "Excluded from scoring (no data or not applicable): Newcomer PR acceptance. Remaining weights renormalized.",
            "notes": [
              {
                "code": "excluded_no_data",
                "params": {
                  "components": [
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              },
              {
                "code": "weights_renormalized",
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            "value": 69,
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              "merged_prs": 9,
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              "closed_issues": 8,
              "prs_merged_7d": null,
              "prs_decided_7d": null,
              "prs_merged_30d": null,
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              "closed_unmerged_prs": 2,
              "first_time_authors_30d": null,
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            "components": [
              {
                "key": "issue_resolution",
                "name": "Issue resolution",
                "detail": "80% of issues closed",
                "points": 33.6,
                "status": "partial",
                "details": [
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                    "code": "issues_closed_share",
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                      "share": 80
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                ],
                "max_points": 42
              },
              {
                "key": "pr_acceptance",
                "name": "PR acceptance",
                "detail": "9/11 decided PRs merged",
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                "status": "partial",
                "details": [
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                    "code": "decided_prs_merged",
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                ],
                "max_points": 30
              },
              {
                "key": "newcomer_pr_acceptance",
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                "detail": "no first-time contributor's PR decided in 30d",
                "points": 0,
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                  {
                    "code": "no_newcomer_prs",
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                "max_points": 13
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              {
                "key": "openssf_scorecard_code_review",
                "name": "OpenSSF Scorecard: Code-Review",
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                "status": "partial",
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                "max_points": 15
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            ]
          },
          {
            "key": "stewardship",
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            "note": null,
            "notes": [],
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            "inputs": {
              "followers": 1,
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              "is_verified": null,
              "owner_login": "go-logfmt",
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            "components": [
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                "key": "ownership_backing",
                "name": "Ownership backing",
                "detail": "organization-owned",
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                "details": [
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                    "code": "owner_organization",
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                ],
                "max_points": 30
              },
              {
                "key": "verified_domain",
                "name": "Verified domain",
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                "points": 0,
                "status": "missed",
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                "max_points": 20
              },
              {
                "key": "owner_reach",
                "name": "Owner reach",
                "detail": "1 followers of go-logfmt",
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                "status": "partial",
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                  }
                ],
                "max_points": 25
              },
              {
                "key": "track_record",
                "name": "Track record",
                "detail": "3 public repos, account ~11 yr old",
                "points": 16.4,
                "status": "partial",
                "details": [
                  {
                    "code": "public_repos",
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                      "count": 3
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                  },
                  {
                    "code": "account_age_years",
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                ],
                "max_points": 25
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            ]
          },
          {
            "key": "package_maintenance",
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            "note": null,
            "notes": [],
            "value": 91,
            "inputs": {
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              "ecosystems": "go",
              "any_deprecated": false,
              "min_days_since_publish": 298
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            "components": [
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                "key": "published_resolvable",
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                "detail": "1 package(s) on go",
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                  }
                ],
                "max_points": 25
              },
              {
                "key": "publish_recency",
                "name": "Publish recency",
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                    "code": "publish_recency",
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                ],
                "max_points": 35
              },
              {
                "key": "version_history",
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                "details": [
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                    "code": "published_versions",
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                ],
                "max_points": 20
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              {
                "key": "not_deprecated",
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                "detail": "active, not deprecated or yanked",
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                "details": [
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                ],
                "max_points": 20
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            ]
          }
        ],
        "description": "Will the project survive its people — bus factor, responsiveness, who backs it, and package upkeep?"
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        "metrics": [
          {
            "key": "engineering_practices",
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            "notes": [],
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            "inputs": {
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              "has_editorconfig": false,
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            "components": [
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                "key": "ci_workflows",
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                    "code": "ci_workflows",
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                "max_points": 24
              },
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                "key": "tests_present",
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              {
                "key": "linter_config",
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              },
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                "key": "pre_commit_hooks",
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          {
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                "key": "topics",
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                "key": "wiki",
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            ]
          }
        ],
        "description": "Are baseline engineering and documentation practices in place?"
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        "key": "security",
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              },
              {
                "code": "weights_renormalized",
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            "value": 34,
            "inputs": {
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              {
                "key": "branch_protection",
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                "key": "cii_best_practices",
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                "key": "code_review",
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              {
                "key": "contributors",
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              {
                "key": "dangerous_workflow",
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              },
              {
                "key": "dependency_update_tool",
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                "status": "missed",
                "details": [],
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              },
              {
                "key": "fuzzing",
                "name": "Fuzzing",
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              },
              {
                "key": "license",
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              },
              {
                "key": "maintained",
                "name": "Maintained",
                "detail": "0 commit(s) and 0 issue activity found in the last 90 days -- score normalized to 0",
                "points": 0,
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                "details": [],
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              },
              {
                "key": "packaging",
                "name": "Packaging",
                "detail": "packaging workflow not detected",
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                "status": "excluded",
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                ],
                "max_points": 5
              },
              {
                "key": "pinned_dependencies",
                "name": "Pinned-Dependencies",
                "detail": "dependency not pinned by hash detected -- score normalized to 0",
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              },
              {
                "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": "0 existing vulnerabilities detected",
                "points": 7.5,
                "status": "met",
                "details": [],
                "max_points": 7.5
              }
            ]
          },
          {
            "key": "dependency_advisories",
            "band": "exceptional",
            "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 1 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": 1
                }
              },
              {
                "code": "advisories_repo_graph_caveat",
                "params": {}
              },
              {
                "code": "advisories_reachability",
                "params": {}
              }
            ],
            "value": 100,
            "inputs": {
              "source": "osv",
              "advisories": 0,
              "affected_packages": 0,
              "assessed_packages": 1,
              "unassessed_packages": 0,
              "affected_by_severity": "none",
              "direct_affected_packages": 0
            },
            "components": [
              {
                "key": "direct_dependencies_free_of_known_advisories",
                "name": "Direct dependencies free of known advisories",
                "detail": "no direct dependency carries a known advisory",
                "points": 35,
                "status": "met",
                "details": [
                  {
                    "code": "no_direct_advisories",
                    "params": {}
                  }
                ],
                "max_points": 35
              },
              {
                "key": "indirect_dependencies_free_of_known_advisories",
                "name": "Indirect dependencies free of known advisories",
                "detail": "transitive set not separable from development and test dependencies in this scope",
                "points": 0,
                "status": "excluded",
                "details": [
                  {
                    "code": "advisories_scope_not_separable",
                    "params": {}
                  }
                ],
                "max_points": 25
              },
              {
                "key": "no_advisories_left_outstanding",
                "name": "No advisories left outstanding",
                "detail": "no advisory carries a publication date",
                "points": 0,
                "status": "excluded",
                "details": [
                  {
                    "code": "advisories_no_publication_date",
                    "params": {}
                  }
                ],
                "max_points": 40
              }
            ]
          },
          {
            "key": "malicious_dependencies",
            "band": "exceptional",
            "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": 1,
              "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": "exceptional",
            "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"
              ],
              "commit_weight_rule": {
                "min_commits": 50,
                "min_commit_share": 0.1
              },
              "review_only_matches": 0,
              "below_threshold_exposures": [],
              "assessed_self_published_locations": 8
            },
            "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": "weak",
        "name": "AI Readiness",
        "value": 48,
        "weight": 0.04,
        "metrics": [
          {
            "key": "ai_agent_context",
            "band": "critical",
            "name": "Agent context & guidance",
            "note": null,
            "notes": [],
            "value": 10,
            "inputs": {
              "has_llms_txt": false,
              "legible_history_share": 0.186,
              "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": "16 of 86 human commits state their intent (structured subject or explanatory body)",
                "points": 9.9,
                "status": "partial",
                "details": [
                  {
                    "code": "legible_history",
                    "params": {
                      "legible": 16,
                      "sampled": 86
                    }
                  }
                ],
                "max_points": 40
              }
            ]
          },
          {
            "key": "ai_verify_loop",
            "band": "moderate",
            "name": "Verify loop (build / test / typecheck)",
            "note": null,
            "notes": [],
            "value": 56,
            "inputs": {
              "has_nix": false,
              "has_tests": true,
              "lockfiles": [
                "go.sum"
              ],
              "has_dockerfile": false,
              "typed_language": true,
              "bootstrap_files": [],
              "has_devcontainer": false,
              "has_linter_config": false,
              "typecheck_configs": [],
              "agent_commit_share": 0,
              "toolchain_manifests": [
                "go.mod"
              ],
              "dependency_bot_commit_share": 0
            },
            "components": [
              {
                "key": "one_command_bootstrap",
                "name": "One-command bootstrap",
                "detail": "go.mod (toolchain convention, no task runner)",
                "points": 12.6,
                "status": "partial",
                "details": [
                  {
                    "code": "toolchain_convention",
                    "params": {
                      "files": "go.mod"
                    }
                  }
                ],
                "max_points": 18
              },
              {
                "key": "automated_tests",
                "name": "Automated tests",
                "detail": null,
                "points": 22,
                "status": "met",
                "details": [],
                "max_points": 22
              },
              {
                "key": "lint_format_config",
                "name": "Lint / format config",
                "detail": null,
                "points": 0,
                "status": "missed",
                "details": [],
                "max_points": 11
              },
              {
                "key": "static_type_checking",
                "name": "Static type checking",
                "detail": "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 86",
                "points": 0,
                "status": "missed",
                "details": [
                  {
                    "code": "no_agent_authored_commits",
                    "params": {
                      "sampled": 86
                    }
                  }
                ],
                "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": "exceptional",
            "name": "Code legibility for models",
            "note": null,
            "notes": [],
            "value": 100,
            "inputs": {
              "primary_language": "Go",
              "largest_source_bytes": 7984,
              "source_files_sampled": 9,
              "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": "0/9 source files over 60KB",
                "points": 55,
                "status": "met",
                "details": [
                  {
                    "code": "oversized_source_files",
                    "params": {
                      "kb": 60,
                      "sampled": 9,
                      "oversized": 0
                    }
                  }
                ],
                "max_points": 55
              }
            ]
          }
        ],
        "description": "How well is the repo equipped to be developed and maintained with AI coding agents? Carries a deliberately small weight: agent tooling is a real maintenance signal, but its absence must never gate the top of the scale (calibration saturates at raw 91, so 100/100 remains reachable with AI Readiness at zero)."
      }
    ],
    "classification": {
      "labels": [
        "library"
      ],
      "scores": {
        "library": 6
      },
      "primary": "library",
      "evidence": [
        {
          "tier": "distribution",
          "label": "library",
          "source": "registry:go",
          "weight": 6
        }
      ],
      "artifacts": [],
      "confidence": "medium",
      "host_extension": false,
      "runs_as_process": false,
      "consumed_by_code": true
    },
    "metrics_version": "2.3.1"
  },
  "warnings": [
    "Star history unavailable: GitHub GraphQL error: Resource not accessible by personal access token"
  ],
  "report_type": "repository",
  "generated_at": "2026-07-30T23:03:25.908693Z",
  "schema_version": "0.27.0",
  "badge_url": "https://raw.githubusercontent.com/inspect-software/badges/main/v1/g/go-logfmt/logfmt.svg",
  "full_name": "go-logfmt/logfmt",
  "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 v2.3.1, schema v0.27.0 — full methodology · metrics wiki.

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