Public recordModerate
Software health reportschema 0.27.0 · metrics 2.3.1 · 2026-07-26 03:24 UTC
RibbonFilter / ribbonGo
ribbon filter in golang(Go), practically smaller than Bloom and Xor
RibbonFilter/ribbonGo holds a health index of 57 out of 100, placing it in the Moderate band. It scores highest on Vitality (78/100) and lowest on Community & Adoption (35/100). It was last updated 7 days ago. A single contributor accounts for most of its recent work.
57
overall / 100Software 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.
57
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)
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 55 is calibrated to 57 on the published index scale (record calibration 2026-08-02).
Ownership
RibbonGoOrganization
0 followers1 public reposince Mar 2026
This repository is backed by an organization — shared, accountable stewardship that can outlive any single maintainer.
Package ecosystems
| Registry | Package | Version | Downloads / mo | Versions | Last publish |
|---|---|---|---|---|---|
| Go | github.com/RibbonFilter/ribbonGo | v1.0.10 | - | 7 | 8 days ago |
Metrics by category
Vitality
Is the project alive — is code being written and are releases shipping?
78
Development activity
64Moderate
How it's scored
| 36/36 | Push recency — last push 7 days ago |
| 2.8/36 | Commit cadence — 4/52 weeks with commits |
| 15.6/18 | Commit volume — 54 commits in the last year |
| 10/10 | OpenSSF Scorecard: Maintained — 12 commit(s) and 0 issue activity found in the last 90 days -- score normalized to 10 |
Inputs used
| commits_last_year | 54 |
| human_commit_share | 0.889 |
| days_since_last_push | 7 |
| active_weeks_last_year | 4 |
Release discipline
100Exceptional
How it's scored
| 27/27 | Ships releases — 6 releases published |
| 36/36 | Release recency — latest release 7 days ago |
| 27/27 | Release cadence — a release every ~25.9 days |
| 0/10 | OpenSSF Scorecard: Signed-Releases — no data |
Inputs used
| releases_count | 6 |
| latest_release_tag | v1.0.10 |
| releases_from_tags | no |
| days_since_latest_release | 7 |
| mean_days_between_releases | 25.9 |
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?
35
Popularity & adoption
21At Risk
How it's scored
| 18.6/60 | Stars — 15 stars |
| 2.5/25 | Forks — 3 forks |
| 0/15 | Watchers — 0 watchers |
Inputs used
| forks | 3 |
| stars | 15 |
| watchers | 0 |
| growth_state | unverified |
| growth_factor_pct | 100 |
| growth_unverified_reason | no_history |
Community health
50Moderate
How it's scored
| 22.5/22.5 | README |
| 22.5/22.5 | License — recognized license (MIT) |
| 0/18 | CONTRIBUTING guide |
| 0/13.5 | Code of conduct |
| 0/7.2 | Issue template |
| 0/6.3 | PR template |
Inputs used
| has_readme | yes |
| has_license | yes |
| readme_badges | — |
| has_contributing | no |
| has_issue_template | no |
| has_code_of_conduct | no |
| readme_badge_services | — |
| has_pull_request_template | no |
Sustainability & Governance
Will the project survive its people — bus factor, responsiveness, who backs it, and package upkeep?
47
Maintainer resilience (bus factor)
17Critical
How it's scored
| 9/54 | Bus factor — 1 contributor(s) cover half of all commits |
| 0.9/22.5 | Commit distribution — top contributor authored 96% of commits |
| 4.1/13.5 | Contributor breadth — 3 contributors |
| 3/10 | OpenSSF Scorecard: Contributors — project has 1 contributing companies or organizations -- score normalized to 3 |
Inputs used
| bus_factor | 1 |
| contributors_sampled | 3 |
| top_contributor_share | 0.958 |
Issue & PR responsiveness
56Moderate
How it's scored
| 16.8/42 | Issue resolution — 40% of issues closed |
| 30/30 | PR acceptance — 33/33 decided PRs merged |
| 0/13 | Newcomer PR acceptance — no first-time contributor's PR decided in 30d |
| 1.5/15 | OpenSSF Scorecard: Code-Review — Found 2/11 approved changesets -- score normalized to 1 |
Inputs used
| merged_prs | 33 |
| open_issues | 9 |
| closed_issues | 6 |
| prs_merged_7d | — |
| prs_decided_7d | — |
| prs_merged_30d | — |
| prs_decided_30d | — |
| issue_closed_ratio | 0.4 |
| closed_unmerged_prs | 0 |
| 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.
Ownership & stewardship
33At Risk
How it's scored
| 30/30 | Ownership backing — organization-owned |
| 0/20 | Verified domain |
| 0/25 | Owner reach — 0 followers of RibbonFilter |
| 3/25 | Track record — 1 public repos, account ~0 yr old |
Inputs used
| followers | 0 |
| owner_type | Organization |
| is_verified | — |
| owner_login | RibbonFilter |
| public_repos | 1 |
| account_age_days | 141 |
Package maintenance
100Exceptional
How it's scored
| 25/25 | Published & resolvable — 1 package(s) on go |
| 35/35 | Publish recency — latest publish 8 days ago |
| 20/20 | Version history — 7 published versions |
| 20/20 | Not deprecated — active, not deprecated or yanked |
Inputs used
| packages | github.com/RibbonFilter/ribbonGo |
| ecosystems | go |
| any_deprecated | no |
| min_days_since_publish | 8 |
Engineering Quality
Are baseline engineering and documentation practices in place?
65
Engineering practices
68Good
How it's scored
| 24/24 | CI workflows — 1 workflow(s) |
| 24/24 | Tests present |
| 0/16 | Linter config |
| 0/9.6 | Pre-commit hooks |
| 0/6.4 | .editorconfig |
| 20/20 | OpenSSF Scorecard: CI-Tests — 11 out of 11 merged PRs checked by a CI test -- score normalized to 10 |
Inputs used
| has_ci | yes |
| has_tests | yes |
| has_editorconfig | no |
| has_linter_config | no |
| has_precommit_config | no |
Documentation
60Moderate
How it's scored
| 30/30 | README |
| 0/25 | Documentation directory |
| 0/15 | Documentation / homepage site |
| 10/10 | Repository description |
| 10/10 | Topics — 6 topics |
| 10/10 | Wiki |
Inputs used
| topics | bloom-filter, go, golang, golang-library, ribbon-filter, xor-filter |
| has_wiki | yes |
| homepage | — |
| has_readme | yes |
| has_docs_dir | no |
| has_description | yes |
Security
Are visible security and supply-chain practices strong, without unresolved high-risk jurisdiction exposure?
45
Security posture
45Weak
How it's scored
| 7.5/7.5 | Binary-Artifacts — no binaries found in the repo |
| 0/7.5 | Branch-Protection — no data |
| 2.5/2.5 | CI-Tests — 11 out of 11 merged PRs checked by a CI test -- score normalized to 10 |
| 0/2.5 | CII-Best-Practices — no effort to earn an OpenSSF best practices badge detected |
| 0.8/7.5 | Code-Review — Found 2/11 approved changesets -- score normalized to 1 |
| 0.8/2.5 | Contributors — project has 1 contributing companies or organizations -- score normalized to 3 |
| 10/10 | Dangerous-Workflow — no dangerous workflow patterns detected |
| 0/7.5 | Dependency-Update-Tool — no update tool detected |
| 0/5 | Fuzzing — project is not fuzzed |
| 2.5/2.5 | License — license file detected |
| 7.5/7.5 | Maintained — 12 commit(s) and 0 issue activity found in the last 90 days -- score normalized to 10 |
| 0/5 | Packaging — no data |
| 0/5 | Pinned-Dependencies — dependency not pinned by hash detected -- score normalized to 0 |
| 0/5 | SAST — SAST tool is not run on all commits -- score normalized to 0 |
| 0/5 | Security-Policy — security policy file not detected |
| 0/7.5 | Signed-Releases — no data |
| 0/7.5 | Token-Permissions — detected GitHub workflow tokens with excessive permissions |
| 6.8/7.5 | Vulnerabilities — 1 existing vulnerabilities detected |
Inputs used
| source | openssf_scorecard |
| checks_evaluated | 15 |
| scorecard_version | v5.5.0 |
| checks_inconclusive | 3 |
| scorecard_aggregate | 4.5 |
Excluded from scoring (no data or not applicable): branch_protection, packaging, signed_releases. Remaining weights renormalized.
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.
54
Agent context & guidance
28At Risk
How it's scored
| 0/45 | Agent instructions — no CLAUDE.md / AGENTS.md / editor rules |
| 0/15 | Machine-readable docs (llms.txt) |
| 27.8/40 | Legible commit history — 25 of 48 human commits state their intent (structured subject or explanatory body) |
Inputs used
| has_llms_txt | no |
| legible_history_share | 0.521 |
| agent_instruction_files | — |
| agent_instruction_max_bytes | — |
Verify loop (build / test / typecheck)
56Moderate
How it's scored
| 12.6/18 | One-command bootstrap — go.mod (toolchain convention, no task runner) |
| 22/22 | Automated tests |
| 0/11 | Lint / format config |
| 11/11 | Static type checking — Go (statically typed) |
| 10/10 | Reproducible environment — lockfile |
| 0/10 | Demonstrated agent practice — no agent-authored commits among the last 54 |
| 0/8 | Automated maintenance — no automated dependency updates observed |
| 0/10 | OpenSSF Scorecard: Pinned-Dependencies — dependency not pinned by hash detected -- score normalized to 0 |
Inputs used
| has_nix | no |
| has_tests | yes |
| lockfiles | go.sum |
| has_dockerfile | no |
| typed_language | yes |
| bootstrap_files | — |
| has_devcontainer | no |
| has_linter_config | no |
| typecheck_configs | — |
| agent_commit_share | 0 |
| toolchain_manifests | go.mod |
| dependency_bot_commit_share | 0 |
Code legibility for models
100Exceptional
How it's scored
| 45/45 | Type-checkable code — Go (statically typed) |
| 55/55 | Manageable file sizes — 0/19 source files over 60KB |
Inputs used
| primary_language | Go |
| largest_source_bytes | 33,330 |
| source_files_sampled | 19 |
| oversized_source_files | 0 |
Key facts
15GitHub stars
3contributors
54commits, last 12 months
7days since last push
6releases
1bus factor
9open issues
Gopackage ecosystems
Data collection warnings
- Star history unavailable: GitHub GraphQL error: Resource not accessible by personal access token
- GitHub dependency-graph SBOM unavailable (404); the dependency graph may be disabled for this repository
More detail
Star and fork history 0 ★ / 3 ⇿
0Stars
3Forks
4Releases
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.
Major 0Minor 0Patch 4
OpenSSF Scorecard 4.5 / 10
4.5aggregate
Independent, tool-agnostic security assessment from the open-source OpenSSF Scorecard. Each check rewards a security practice, not a specific vendor's tool. Checks Scorecard could not determine are marked n/a and excluded from the security score (never counted as zero).
| 10 | Binary-Artifacts | no binaries found in the repo |
| n/a | Branch-Protection | internal error: error during branchesHandler.setup: internal error: some github tokens can't read classic branch protection rules: https://github.com/ossf/scorecard-action/blob/main/docs/authentication/fine-grained-auth-token.md |
| 10 | CI-Tests | 11 out of 11 merged PRs checked by a CI test -- score normalized to 10 |
| 0 | CII-Best-Practices | no effort to earn an OpenSSF best practices badge detected |
| 1 | Code-Review | Found 2/11 approved changesets -- score normalized to 1 |
| 3 | Contributors | project has 1 contributing companies or organizations -- score normalized to 3 |
| 10 | Dangerous-Workflow | no dangerous workflow patterns detected |
| 0 | Dependency-Update-Tool | no update tool detected |
| 0 | Fuzzing | project is not fuzzed |
| 10 | License | license file detected |
| 10 | Maintained | 12 commit(s) and 0 issue activity found in the last 90 days -- score normalized to 10 |
| n/a | Packaging | packaging workflow not detected |
| 0 | Pinned-Dependencies | dependency not pinned by hash detected -- score normalized to 0 |
| 0 | SAST | SAST tool is not run on all commits -- score normalized to 0 |
| 0 | Security-Policy | security policy file not detected |
| n/a | Signed-Releases | no releases found |
| 0 | Token-Permissions | detected GitHub workflow tokens with excessive permissions |
| 9 | Vulnerabilities | 1 existing vulnerabilities detected |
Direct dependencies 1
| Registry | Package | Version constraint | Manifest |
|---|---|---|---|
| Go | github.com/zeebo/xxh3 | v1.1.0 | go.mod |
All dependencies not collected
The resolved dependency set could not be collected for this report: GitHub dependency-graph SBOM unavailable (404); the dependency graph may be disabled for this repository
Raw JSON report machine-readable
{
"data": {
"repo": {
"topics": [
"bloom-filter",
"go",
"golang",
"golang-library",
"ribbon-filter",
"xor-filter"
],
"is_fork": false,
"size_kb": 151,
"has_wiki": true,
"homepage": null,
"languages": {
"Go": 304781
},
"pushed_at": "2026-07-18T09:21:34Z",
"created_at": "2026-03-06T20:59:19Z",
"owner_type": "Organization",
"updated_at": "2026-07-22T19:16:34Z",
"description": "ribbon filter in golang(Go), practically smaller than Bloom and Xor",
"is_archived": false,
"is_disabled": false,
"license_spdx": "MIT",
"default_branch": "main",
"license_spdx_raw": "MIT",
"primary_language": "Go",
"significant_languages": [
"Go"
]
},
"owner": {
"blog": null,
"name": "RibbonGo",
"type": "Organization",
"login": "RibbonFilter",
"company": null,
"location": "India",
"followers": 0,
"avatar_url": "https://avatars.githubusercontent.com/u/266166219?v=4",
"created_at": "2026-03-06T20:58:20Z",
"is_verified": null,
"public_repos": 1,
"account_age_days": 141
},
"license": {
"state": "standard",
"spdx_id": "MIT",
"raw_spdx": "MIT",
"file_present": true,
"scorecard_found": true,
"profile_has_license": true
},
"activity": {
"releases": [
{
"tag": "v1.0.10",
"kind": "patch",
"published_at": "2026-07-18T09:21:35Z"
},
{
"tag": "v1.0.9",
"kind": "patch",
"published_at": "2026-07-17T15:31:11Z"
},
{
"tag": "v1.0.8",
"kind": "patch",
"published_at": "2026-03-14T11:10:43Z"
},
{
"tag": "v1.0.7",
"kind": "patch",
"published_at": "2026-03-13T07:42:41Z"
},
{
"tag": "v1.0.6",
"kind": "patch",
"published_at": "2026-03-11T09:11:17Z"
},
{
"tag": "v1.0.5",
"kind": "patch",
"published_at": "2026-03-10T16:12:01Z"
}
],
"recent_commits": [
{
"oid": "1f34e047975d3cafc6ebda5775c1ee4a3c93542e",
"body": "Use math.Log2 in computeNumSlots",
"is_bot": false,
"headline": "Merge pull request #49 from DhruvilK7/query",
"author_name": "Dhruvil",
"author_login": "DhruvilK7",
"committed_at": "2026-07-17T15:57:55Z",
"body_truncated": false,
"is_coding_agent": false
},
{
"oid": "d4a8450177c044af618dc29dc5dd45a2166f56f2",
"body": null,
"is_bot": false,
"headline": "Use math.Log2 in computeNumSlots",
"author_name": "DhruvilK7",
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"committed_at": "2026-07-17T15:56:06Z",
"body_truncated": false,
"is_coding_agent": false
},
{
"oid": "b7b2d2d85b7a7f2ce057956b8fcd55303c38befd",
"body": "Readme fixes",
"is_bot": false,
"headline": "Merge pull request #47 from DhruvilK7/query",
"author_name": "Dhruvil",
"author_login": "DhruvilK7",
"committed_at": "2026-07-17T15:38:16Z",
"body_truncated": false,
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},
{
"oid": "97d120cb7a784dfd8aac1e3d613b6776d6fce378",
"body": null,
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"headline": "Readme fixes",
"author_name": "DhruvilK7",
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"committed_at": "2026-07-17T15:36:36Z",
"body_truncated": false,
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},
{
"oid": "3a11ab63817e605ad80c9e0285c7428fd3b294dd",
"body": "Switch query storage to Interleaved Column-Major Layout",
"is_bot": false,
"headline": "Merge pull request #45 from dCodes03/main",
"author_name": "Dhruvil",
"author_login": "DhruvilK7",
"committed_at": "2026-07-17T15:28:45Z",
"body_truncated": false,
"is_coding_agent": false
},
{
"oid": "75975d2be60da665891e605eb7fdfa46bd6da8d6",
"body": "Switch query storage to Interleaved Column-Major Layout (ICML, paper §5.2)",
"is_bot": false,
"headline": "Merge pull request #2 from dCodes03/vorflux/icml-solution-layout",
"author_name": "dCodes03",
"author_login": "dCodes03",
"committed_at": "2026-07-17T15:24:49Z",
"body_truncated": false,
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},
{
"oid": "20965313469a9babe40bc9693019d1ed5bb3f558",
"body": "- Report actual ICML physical storage (r-bit-packed) as bits/key in\n BenchmarkPaper_Build and BenchmarkPaper_Space instead of the stale\n row-major byte-per-slot figure; add icmlStorageBits helper and replace\n the redundant packed-bits/key metric with a theoretical lower bound.\n- Update README Bui\n[…]\nad-bearing clamps in backSubstICML64/128 (state[j] BCE).\n- Use compile-time const mask in containsHash64 w=32 branch (no perf change).\n- Trim containsHash BCE doc comment to point at per-width proofs.",
"is_bot": true,
"headline": "Address review/simplify feedback for ICML layout",
"author_name": "Vorflux AI",
"author_login": "vorflux[bot]",
"committed_at": "2026-07-17T12:48:52Z",
"body_truncated": true,
"is_coding_agent": false
},
{
"oid": "4b9604ce8877935cc82ecb0d4f39621d4316f7ad",
"body": "Add BenchmarkICMLvsRowMajor_Query (icmlQuery vs slowRowMajorQuery,\nw∈{32,64,128}, positive+negative, 0 allocs). Rewrite the stale\n'no early-exit / TP≈TN' benchmark comments to reflect ICML column\nshort-circuiting (negatives now faster). Rewrite the row-major/contains\ndoc comments in filter.go and ribbon.go to describe the ICML query.\nRewrite README 'Memory layout' to ICML and refresh the query benchmark\ntable with x86 Xeon numbers.",
"is_bot": true,
"headline": "Task 4b: ICML benchmarks + doc/README updates",
"author_name": "Vorflux AI",
"author_login": "vorflux[bot]",
"committed_at": "2026-07-17T12:22:56Z",
"body_truncated": false,
"is_coding_agent": false
},
{
"oid": "bb3800ad8acd181648f6bf569383e2627806066e",
"body": "Benchmarked both w=32 ICML encodings on the real containsHash\nshort-circuit path (x86 Xeon). Unpacked []uint32 beat packed\ntwo-lanes-per-uint64 on both positive (20.3 vs 30.3 ns/op) and negative\n(8.8 vs 11.5 ns/op). Removed the packed encoding, its accessor branches,\nthe containsHash64 packed path, and the packing micro-benchmark.\nCoverage 95.5% (baseline 94.3%).",
"is_bot": true,
"headline": "Task 4a: settle w=32 packing decision — keep unpacked, delete packed",
"author_name": "Vorflux AI",
"author_login": "vorflux[bot]",
"committed_at": "2026-07-17T12:12:38Z",
"body_truncated": false,
"is_coding_agent": false
},
{
"oid": "56291e32803a4e20f59814efd2065ca250acd4cc",
"body": "Rewrite filter to store the ICML solution (data64/data32, numBlocks,\nenc) and containsHash to decode via the two-block column combine with\nshort-circuit (D3) and a width-specific single BCE proof\n(containsHash64/128). Wire buildCore/buildCoreWithOverride to\nbackSubstituteICML and rebuild newFilterFromSolution around the ICML\nstore. Update ICML oracle/short-circuit/zero-alloc/physical-len tests.",
"is_bot": true,
"headline": "Task 3: ICML query hot path + build wiring",
"author_name": "Vorflux AI",
"author_login": "vorflux[bot]",
"committed_at": "2026-07-17T12:04:45Z",
"body_truncated": false,
"is_coding_agent": false
},
{
"oid": "0ee7844f7532e20a6b4d7cf2e745f43bb81b0eea",
"body": "Add icmlSolution, icmlGetWord/icmlSetWord (all four width/encoding\nmappings behind one accessor), backSubstituteICML (backSubstICML64/128\nwith per-block state flush using the true width w), icmlColumnSlice,\nfull non-short-circuit icmlQuery, and the w=32-safe slowRowMajorQuery\noracle. Row-major solution/backSubstitute/query retained as reference\noracle. Adds allICMLConfigs matrix + slot-by-slot, edge-case, and\nequation-verify tests.",
"is_bot": true,
"headline": "Task 2: ICML back-substitution + logical-word accessor + oracle",
"author_name": "Vorflux AI",
"author_login": "vorflux[bot]",
"committed_at": "2026-07-17T11:58:58Z",
"body_truncated": false,
"is_coding_agent": false
},
{
"oid": "04572932f936b4b695aff3ffdc712b28370b8754",
"body": "The Interleaved Column-Major Layout (paper §5.2) groups slots into blocks\nof exactly w rows, requiring numSlots % w == 0. Round up on both build\npaths (computeNumSlots and buildCoreWithOverride) and recompute numStarts\non the override path.",
"is_bot": true,
"headline": "Task 1: round numSlots up to a multiple of w for ICML",
"author_name": "Vorflux AI",
"author_login": "vorflux[bot]",
"committed_at": "2026-07-17T11:48:13Z",
"body_truncated": false,
"is_coding_agent": false
},
{
"oid": "584755aaa5142c789608a5469be978df84a10bd6",
"body": "fix: delegate Ribbon.Contains to filter.contains instead of calling xxh3 directly",
"is_bot": false,
"headline": "Merge pull request #39 from RajjjAryan/fix/contains-bypass-hasher",
"author_name": "Dhruvil",
"author_login": "DhruvilK7",
"committed_at": "2026-03-20T09:11:57Z",
"body_truncated": false,
"is_coding_agent": false
},
{
"oid": "8608f9f7f52f6b48095aaccb427b49fed6e3214c",
"body": "…xh3 directly\n\nRibbon.Contains was directly calling xxh3.HashString(key) and passing\nthe result to f.containsHash(), bypassing the hasher abstraction that\nfilter.contains() already encapsulates.\n\nThis couples the public API to a specific hash implementation. If\nkeyHashString() is ever changed (e.g. \n[…]\n to f.contains(key) instead, which correctly goes through\nthe hasher abstraction. No performance impact — keyHashString is the\nsame xxh3.HashString call today, and the method is inlineable.\n\nFixes #37",
"is_bot": false,
"headline": "fix: delegate Ribbon.Contains to filter.contains instead of calling x…",
"author_name": "RajjjAryan",
"author_login": "RajjjAryan",
"committed_at": "2026-03-18T15:29:23Z",
"body_truncated": true,
"is_coding_agent": false
},
{
"oid": "05e3a3ed4579f320b606b4693254569a1a2888fd",
"body": "fix: ineffectual assignment",
"is_bot": false,
"headline": "Merge pull request #32 from DhruvilK7/query",
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{
"key": "documentation_homepage_site",
"name": "Documentation / homepage site",
"detail": null,
"points": 0,
"status": "missed",
"details": [],
"max_points": 15
},
{
"key": "repository_description",
"name": "Repository description",
"detail": null,
"points": 10,
"status": "met",
"details": [],
"max_points": 10
},
{
"key": "topics",
"name": "Topics",
"detail": "6 topics",
"points": 10,
"status": "met",
"details": [
{
"code": "topics_count",
"params": {
"count": 6
}
}
],
"max_points": 10
},
{
"key": "wiki",
"name": "Wiki",
"detail": null,
"points": 10,
"status": "met",
"details": [],
"max_points": 10
}
]
}
],
"description": "Are baseline engineering and documentation practices in place?"
},
{
"key": "security",
"band": "weak",
"name": "Security",
"value": 45,
"weight": 0.16,
"metrics": [
{
"key": "security_posture",
"band": "weak",
"name": "Security posture",
"note": "Excluded from scoring (no data or not applicable): Branch-Protection, Packaging, Signed-Releases. Remaining weights renormalized.",
"notes": [
{
"code": "excluded_no_data",
"params": {
"components": [
"branch_protection",
"packaging",
"signed_releases"
]
}
},
{
"code": "weights_renormalized",
"params": {}
}
],
"value": 45,
"inputs": {
"source": "openssf_scorecard",
"checks_evaluated": 15,
"scorecard_version": "v5.5.0",
"checks_inconclusive": 3,
"scorecard_aggregate": 4.5
},
"components": [
{
"key": "binary_artifacts",
"name": "Binary-Artifacts",
"detail": "no binaries found in the repo",
"points": 7.5,
"status": "met",
"details": [],
"max_points": 7.5
},
{
"key": "branch_protection",
"name": "Branch-Protection",
"detail": "internal error: error during branchesHandler.setup: internal error: some github tokens can't read classic branch protection rules: https://github.com/ossf/scorecard-action/blob/main/docs/authentication/fine-grained-auth-token.md",
"points": 0,
"status": "excluded",
"details": [
{
"code": "no_data",
"params": {}
}
],
"max_points": 7.5
},
{
"key": "ci_tests",
"name": "CI-Tests",
"detail": "11 out of 11 merged PRs checked by a CI test -- score normalized to 10",
"points": 2.5,
"status": "met",
"details": [],
"max_points": 2.5
},
{
"key": "cii_best_practices",
"name": "CII-Best-Practices",
"detail": "no effort to earn an OpenSSF best practices badge detected",
"points": 0,
"status": "missed",
"details": [],
"max_points": 2.5
},
{
"key": "code_review",
"name": "Code-Review",
"detail": "Found 2/11 approved changesets -- score normalized to 1",
"points": 0.8,
"status": "partial",
"details": [],
"max_points": 7.5
},
{
"key": "contributors",
"name": "Contributors",
"detail": "project has 1 contributing companies or organizations -- score normalized to 3",
"points": 0.8,
"status": "partial",
"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": "12 commit(s) and 0 issue activity found in the last 90 days -- score normalized to 10",
"points": 7.5,
"status": "met",
"details": [],
"max_points": 7.5
},
{
"key": "packaging",
"name": "Packaging",
"detail": "packaging workflow 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": "1 existing vulnerabilities detected",
"points": 6.8,
"status": "partial",
"details": [],
"max_points": 7.5
}
]
},
{
"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": 3
},
"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": 54,
"weight": 0.04,
"metrics": [
{
"key": "ai_agent_context",
"band": "at_risk",
"name": "Agent context & guidance",
"note": null,
"notes": [],
"value": 28,
"inputs": {
"has_llms_txt": false,
"legible_history_share": 0.521,
"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": "25 of 48 human commits state their intent (structured subject or explanatory body)",
"points": 27.8,
"status": "partial",
"details": [
{
"code": "legible_history",
"params": {
"legible": 25,
"sampled": 48
}
}
],
"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 54",
"points": 0,
"status": "missed",
"details": [
{
"code": "no_agent_authored_commits",
"params": {
"sampled": 54
}
}
],
"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": 33330,
"source_files_sampled": 19,
"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": "0/19 source files over 60KB",
"points": 55,
"status": "met",
"details": [
{
"code": "oversized_source_files",
"params": {
"kb": 60,
"sampled": 19,
"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",
"GitHub dependency-graph SBOM unavailable (404); the dependency graph may be disabled for this repository"
],
"report_type": "repository",
"generated_at": "2026-07-26T03:24:10.836617Z",
"schema_version": "0.27.0",
"badge_url": "https://raw.githubusercontent.com/inspect-software/badges/main/v1/r/RibbonFilter/ribbonGo.svg",
"full_name": "RibbonFilter/ribbonGo",
"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 statistics — Go.