thoughtbot/opentelemetry-instrumentation-ruby_llm holds a health index of 69 out of 100, placing it in the Good band. It scores highest on Vitality (80/100) and lowest on AI Readiness (36/100). It was last updated today. A single contributor accounts for most of its recent work.
69
overall / 100
Good
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.
69
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 62 is calibrated to 69 on the published index scale (record calibration 2026-08-02).
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.
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More detail
Star and fork history 0 ★ / 8 ⇿
0Stars
8Forks
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 4Patch 0
OpenSSF Scorecard 5.0 / 10
5.0aggregate
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 · 2026-07-31 19:24 UTC
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
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"headline": "Bump version to 0.7.1",
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"body": "Enforce that `@otel_attributes` are always set in the span, so traces will contain the fields even when providers fail to generate a response.\n\nCo-authored-by: Julian Pasquale <jpasquale@fu.do>",
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"headline": "Ensure OTel attributes are traced when exceptions are raised (#33)",
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"body": "…(#32)\n\nThis stamps the conversation id on traces by introducing a prepend on\n`RubyLLM::ActiveRecord::ChatMethods#to_llm` that hands the record id to\nthe Chat patch through a dedicated `otel_conversation_id` writer rather\nthan only through manually setting `with_otel_attributes`.\n\n`with_otel_attribu\n[…]\ni.conversation.id`, it wins over the\nautomatic one being introduced.\n\nThe legacy `acts_as` API (where `use_new_acts_as` is set to `false`)\nuses a different module and keeps the documented manual path.",
"is_bot": false,
"headline": "Automatically set conversation id on chat spans of persisted records …",
"author_name": "Clarissa Borges",
"author_login": "clarissalimab",
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"body": "Every top-level agent `ask` previously produced its own anonymous \"chat\n<model>\" root trace, so a job driving an agent would show up as a pile\nof unnamed traces with no domain grouping and no way to tell which agent\nran.\n\nThis prepends a patch onto RubyLLM::Agent that wraps ask, say, and\ncomplete in\n[…]\n not set, it's\ngoing to show blakn once the agent span becomes the root.\n\n`with_otel_attributtes` forwards to the underlying chat (through\n`to_llm` for records), and is also applied to the agent span.",
"is_bot": false,
"headline": "Trace RubyLLM::Agent invocations as invoke_agent root spans",
"author_name": "Clarissa Borges",
"author_login": "clarissalimab",
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"body": "Co-authored-by: Julian Pasquale <jpasquale@fu.do>",
"is_bot": false,
"headline": "Document conversation and user tracking via with_otel_attributes (#28)",
"author_name": "Julian Pasquale",
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"oid": "cad93ceb5cc88e0b9b75bf0f7f1513429609c826",
"body": "Tool results can be quite large (RAG docs, JSON responses, DB rows), and the current hardcoded limit sometimes truncates important context.\n\nFor evaluation and development, we need access to the full tool output - partial data isn’t enough to properly assess retrieval quality or build reliable eval datasets. Since tools like MLflow, Arize Phoenix, Traceloop, etc support full tool I/O, this limit can be configured instead of hardcoded.",
"is_bot": false,
"headline": "Add configurable tool_result_max_length for tool result spans (#30)",
"author_name": "Andrii Sheredeha",
"author_login": "sheredega303",
"committed_at": "2026-06-29T19:08:38Z",
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"body": "…#29)\n\n* Capture RubyLLM::Content and RubyLLM::Content::Raw in message spans\n\nCapture structured message content in the input/output message and\nsystem-instruction span attributes, covering both RubyLLM::Content\n(text plus attachments) and RubyLLM::Content::Raw (provider-specific\npayloads). RubyLLM:\n[…]\nnt as readable text instead of `[object Object]`.\n\nCo-Authored-By: Claude Opus 4.8 (1M context) <noreply@anthropic.com>\n\n---------\n\nCo-authored-by: Claude Opus 4.8 (1M context) <noreply@anthropic.com>",
"is_bot": false,
"headline": "Capture RubyLLM::Content and RubyLLM::Content::Raw in message spans (…",
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"body": "The test was stubbing an OpenAI response with `cache_write_tokens`, but\nruby_llm's OpenAI provider only extracts that field as of 1.15.0. On\n1.8.0-1.14.1 it hardcodes `cache_creation_tokens` to 0 causing the test\nto fail.\n\nSplit this test into two tests:\n- OpenAI: asserts only `cache_read.input_toke\n[…]\ncreation` since\n Anthropic has surfaced both since the accessors were added\n\nBoth tests skip on ruby_llm < 1.9.0 where the `cached_tokens` /\n`cache_creation_tokens` Message accessors don't exist yet.",
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"author_name": "Clarissa Borges",
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"body": "Pins testing against two RubyLLM versions in CI so we catch\ncompatibility regressions across the supported range:\n\n- `ruby_llm-1.8.0` is practical minimum at current moment.\n `RubyLLM::Models.resolve` class-level delegation (added in\n 1.8.0) are referenced by the chat / embedding patches, so anyth\n[…]\n cannot run this gem.\n- `ruby_llm-1-latest` — `~> 1.8`, resolves to the latest 1.x release\n (currently 1.15.x). Catches breaking changes in newer RubyLLM\n releases before they surface in production.",
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"body": "Make the requirement explicit via the standard OTel\ninstrumentation pattern: a `compatible` block that returns false when\nthe loaded `ruby_llm` version is below the pin (mirrors what httpx,\nhttp, http_client do in opentelemetry-ruby-contrib).\n\nWhen the block returns false, OpenTelemetry::Instrumenta\n[…]\nwithout\nthe OTel traces (and without a hard crash).\n\nNote: `gem \"rspec-mocks\"` test dependency added to use `stub_const`.\nThis is aligned with other instrumentation gems in opentelemetry-ruby-contrib.",
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"headline": "Require ruby_llm >= 1.8.0 via OTel `compatible` block (#25)",
"author_name": "Oleksii Leonov",
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"oid": "ac245ceb78ed791cf82ca6efb3b613d131e24b56",
"body": "…tool spans (#23)\n\nAdding more tags from OpenTelemetry GenAI semantic conventions\nhttps://opentelemetry.io/docs/specs/semconv/gen-ai/gen-ai-spans/.\n\n`Chat#complete`:\n\n- `gen_ai.request.stream`\n- `gen_ai.usage.cache_read.input_tokens`\n- `gen_ai.usage.cache_creation.input_tokens`\n\n`Chat#execute_tool`:\n\n- `error.type` + record_exception + ERROR status on rescue.\n- `gen_ai.tool.description`",
"is_bot": false,
"headline": "Add GenAI semconv attributes for streaming, prompt-cache tokens, and …",
"author_name": "Oleksii Leonov",
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"is_bot": false,
"headline": "Set gen_ai.operation.name for tool spans to \"execute_tool\" (#22)",
"author_name": "Oleksii Leonov",
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"committed_at": "2026-05-21T16:32:29Z",
"body_truncated": false,
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"oid": "d0f1313ad5b467e9f213c8ccc92c3f8d275d83af",
"body": "…tions",
"is_bot": false,
"headline": "Update README with supported features and fix typo on install instruc…",
"author_name": "Clarissa Borges",
"author_login": "clarissalimab",
"committed_at": "2026-05-08T16:07:41Z",
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"headline": "Bump version to 0.5.0",
"author_name": "Clarissa Borges",
"author_login": "clarissalimab",
"committed_at": "2026-05-08T15:57:52Z",
"body_truncated": false,
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"body": "Allows setting arbitrary OpenTelemetry attributes on chat spans or\ntraces via `with_otel_attributes`. Values can be static or callables\n(Procs/ lambdas) that are evaluated after each completion for access to\nresponse data.",
"is_bot": false,
"headline": "Add `with_otel_attributes` for custom observation attributes (#21)",
"author_name": "Clarissa Borges",
"author_login": "clarissalimab",
"committed_at": "2026-05-08T15:42:18Z",
"body_truncated": false,
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"body": null,
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"headline": "Bump version to 0.4.0",
"author_name": "Clarissa Borges",
"author_login": "clarissalimab",
"committed_at": "2026-04-10T20:18:36Z",
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"body": "The outer `rescue StandardError` blocks in `complete`, `execute_tool`,\nand `embed` were catching errors from instrumentation, logging them\nvia `OpenTelemetry.handle_error`, and then calling `super` — which\nre-executed the original RubyLLM method, resulting in duplicate API\ncalls to the LLM provider.\n[…]\ndd the `error.type` attribute per GenAI semantic conventions.\n\nCo-Authored-By: Claude Opus 4.6 (1M context) <noreply@anthropic.com>\n(cherry picked from commit 8da3544f717040682ef9181942a2386fc96e532f)",
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"headline": "Remove outer rescue blocks that caused duplicate RubyLLM calls",
"author_name": "Edgars Beigarts",
"author_login": "ebeigarts",
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"body": "Since ruby_llm supports Ruby >= 3.1.0, this updates the minimum\nRuby version to 3.1.3 to match. All specs continue to pass and\nno 3.2-specific features are in use.",
"is_bot": false,
"headline": "Relax Ruby version requirement from 3.2.0 to 3.1.3 (#19)",
"author_name": "tleish",
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"committed_at": "2026-04-10T17:20:15Z",
"body_truncated": false,
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"body": "Instrument the embeddings endpoint following the OpenTelemetry GenAI\nsemantic conventions for embedding spans. The patch is applied via\nsingleton_class.prepend on RubyLLM::Embedding, wrapping the class-level\nembed method with a CLIENT span.\n\nSpan attributes:\n- gen_ai.operation.name: \"embeddings\"\n- g\n[…]\n\n\nTests cover span creation with all attributes, error recording on\nAPI failure, and resilience when instrumentation itself fails.\n\nCo-authored-by: Claude Opus 4.6 (1M context) <noreply@anthropic.com>",
"is_bot": false,
"headline": "Add instrumentation for RubyLLM::Embedding.embed (#17)",
"author_name": "Edgars Beigarts",
"author_login": "ebeigarts",
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"headline": "Bump version to 0.3.0",
"author_name": "Clarissa Borges",
"author_login": "clarissalimab",
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"oid": "23c4d38c6aa95d7b28aa8576d0c3d836b6f5dc73",
"body": "RubyLLM's Rails/ActiveRecord integration (acts_as_chat) defines its own\nask method that calls RubyLLM::Chat#complete directly, bypassing the\ninstrumentation's patched #ask method. By instrumenting #complete instead,\nall LLM API calls are captured regardless of the entry point.\n\nThis also means tool \n[…]\n ask loop, giving better\nvisibility into each individual LLM request.\n\nCloses thoughtbot/opentelemetry-instrumentation-ruby_llm#15\n\nCo-authored-by: Claude Opus 4.6 (1M context) <noreply@anthropic.com>",
"is_bot": false,
"headline": "Instrument complete instead of ask (#16)",
"author_name": "Edgars Beigarts",
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"is_bot": false,
"headline": "Update chat.rb interface",
"author_name": "Bruno Stival Ferraro",
"author_login": "ferrarob",
"committed_at": "2026-03-24T13:08:35Z",
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"headline": "Bump version to 0.2.0",
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"author_login": "clarissalimab",
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"headline": "Untrack Gemfile.lock",
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"author_login": "clarissalimab",
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"oid": "b75c17ab49b32079ecc789891a688a4fd4766d22",
"body": "Support capturing gen_ai.system_instructions, gen_ai.input.messages and\ngen_ai.output.messages via capture_content config option or\nOTEL_INSTRUMENTATION_GENAI_CAPTURE_MESSAGE_CONTENT env var. Content is\nnot captured by default.",
"is_bot": false,
"headline": "Add opt-in content capture for messages and system instructions",
"author_name": "Clarissa Borges",
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"body": "The inner rescue now wraps only the super call, so instrumentation bugs\ndon't get misrecorded as API errors on the span.",
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"headline": "Adjust error handling to scope rescue to API calls only",
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"headline": "Update README to include planned custom attributes",
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"headline": "Add license to gemspec",
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"headline": "Update README with additional plans",
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"headline": "Add example scripts",
"author_name": "Clarissa Borges",
"author_login": "clarissalimab",
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"params": {}
},
{
"code": "license_spdx",
"params": {
"spdx": "MIT"
}
}
],
"max_points": 22.5
},
{
"key": "contributing_guide",
"name": "CONTRIBUTING guide",
"detail": null,
"points": 0,
"status": "missed",
"details": [],
"max_points": 18
},
{
"key": "code_of_conduct",
"name": "Code of conduct",
"detail": null,
"points": 13.5,
"status": "met",
"details": [],
"max_points": 13.5
},
{
"key": "issue_template",
"name": "Issue template",
"detail": null,
"points": 0,
"status": "missed",
"details": [],
"max_points": 7.2
},
{
"key": "pr_template",
"name": "PR template",
"detail": null,
"points": 0,
"status": "missed",
"details": [],
"max_points": 6.3
}
]
},
{
"key": "ecosystem_adoption",
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"name": "Ecosystem adoption (downloads)",
"note": "Excluded from scoring (no data or not applicable): Registry dependents. Remaining weights renormalized.",
"notes": [
{
"code": "excluded_no_data",
"params": {
"components": [
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]
}
},
{
"code": "weights_renormalized",
"params": {}
}
],
"value": 61,
"inputs": {
"packages": [
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"dependents": null,
"ecosystems": "rubygems",
"total_downloads": 51785,
"monthly_downloads": null
},
"components": [
{
"key": "total_downloads",
"name": "Total downloads",
"detail": "51,785 downloads all-time across rubygems",
"points": 49,
"status": "partial",
"details": [
{
"code": "downloads_total",
"params": {
"count": 51785,
"ecosystems": "rubygems"
}
}
],
"max_points": 80
},
{
"key": "registry_dependents",
"name": "Registry dependents",
"detail": "not reported by this ecosystem",
"points": 0,
"status": "excluded",
"details": [
{
"code": "not_reported_by_this_ecosystem",
"params": {}
}
],
"max_points": 20
}
]
}
],
"description": "Does the project have users, downloads, attention, and a welcoming setup for contributors?"
},
{
"key": "governance",
"band": "moderate",
"name": "Sustainability & Governance",
"value": 63,
"weight": 0.23,
"metrics": [
{
"key": "maintainer_resilience",
"band": "at_risk",
"name": "Maintainer resilience (bus factor)",
"note": null,
"notes": [],
"value": 29,
"inputs": {
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"contributors_sampled": 7,
"top_contributor_share": 0.658
},
"components": [
{
"key": "bus_factor",
"name": "Bus factor",
"detail": "1 contributor(s) cover half of all commits",
"points": 9,
"status": "partial",
"details": [
{
"code": "bus_factor",
"params": {
"count": 1
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}
],
"max_points": 54
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{
"key": "commit_distribution",
"name": "Commit distribution",
"detail": "top contributor authored 66% of commits",
"points": 7.7,
"status": "partial",
"details": [
{
"code": "top_contributor_share",
"params": {
"share": 66
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}
],
"max_points": 22.5
},
{
"key": "contributor_breadth",
"name": "Contributor breadth",
"detail": "7 contributors",
"points": 9.5,
"status": "partial",
"details": [
{
"code": "contributors_sampled",
"params": {
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}
],
"max_points": 13.5
},
{
"key": "openssf_scorecard_contributors",
"name": "OpenSSF Scorecard: Contributors",
"detail": "project has 1 contributing companies or organizations -- score normalized to 3",
"points": 3,
"status": "partial",
"details": [],
"max_points": 10
}
]
},
{
"key": "responsiveness",
"band": "moderate",
"name": "Issue & PR responsiveness",
"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",
"params": {}
}
],
"value": 63,
"inputs": {
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"closed_issues": 2,
"prs_merged_7d": null,
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"prs_merged_30d": null,
"prs_decided_30d": null,
"issue_closed_ratio": 0.5,
"closed_unmerged_prs": 2,
"first_time_authors_30d": null,
"first_time_prs_merged_30d": null,
"first_time_prs_decided_30d": null
},
"components": [
{
"key": "issue_resolution",
"name": "Issue resolution",
"detail": "50% of issues closed",
"points": 21,
"status": "partial",
"details": [
{
"code": "issues_closed_share",
"params": {
"share": 50
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}
],
"max_points": 42
},
{
"key": "pr_acceptance",
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"detail": "27/29 decided PRs merged",
"points": 27.9,
"status": "partial",
"details": [
{
"code": "decided_prs_merged",
"params": {
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"decided": 29
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}
],
"max_points": 30
},
{
"key": "newcomer_pr_acceptance",
"name": "Newcomer PR acceptance",
"detail": "no first-time contributor's PR decided in 30d",
"points": 0,
"status": "excluded",
"details": [
{
"code": "no_newcomer_prs",
"params": {
"days": 30
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}
],
"max_points": 13
},
{
"key": "openssf_scorecard_code_review",
"name": "OpenSSF Scorecard: Code-Review",
"detail": "Found 13/29 approved changesets -- score normalized to 4",
"points": 6,
"status": "partial",
"details": [],
"max_points": 15
}
]
},
{
"key": "stewardship",
"band": "good",
"name": "Ownership & stewardship",
"note": null,
"notes": [],
"value": 76,
"inputs": {
"followers": 891,
"owner_type": "Organization",
"is_verified": null,
"owner_login": "thoughtbot",
"public_repos": 469,
"account_age_days": 6686
},
"components": [
{
"key": "ownership_backing",
"name": "Ownership backing",
"detail": "organization-owned",
"points": 30,
"status": "met",
"details": [
{
"code": "owner_organization",
"params": {}
}
],
"max_points": 30
},
{
"key": "verified_domain",
"name": "Verified domain",
"detail": null,
"points": 0,
"status": "missed",
"details": [],
"max_points": 20
},
{
"key": "owner_reach",
"name": "Owner reach",
"detail": "891 followers of thoughtbot",
"points": 21.2,
"status": "partial",
"details": [
{
"code": "owner_followers",
"params": {
"count": 891,
"login": "thoughtbot"
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}
],
"max_points": 25
},
{
"key": "track_record",
"name": "Track record",
"detail": "469 public repos, account ~18 yr old",
"points": 25,
"status": "met",
"details": [
{
"code": "public_repos",
"params": {
"count": 469
}
},
{
"code": "account_age_years",
"params": {
"years": 18
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}
],
"max_points": 25
}
]
},
{
"key": "package_maintenance",
"band": "exceptional",
"name": "Package maintenance",
"note": null,
"notes": [],
"value": 100,
"inputs": {
"packages": [
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"ecosystems": "rubygems",
"any_deprecated": false,
"min_days_since_publish": 0
},
"components": [
{
"key": "published_resolvable",
"name": "Published & resolvable",
"detail": "1 package(s) on rubygems",
"points": 25,
"status": "met",
"details": [
{
"code": "packages_published",
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"ecosystems": "rubygems"
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}
],
"max_points": 25
},
{
"key": "publish_recency",
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"detail": "latest publish 0 days ago",
"points": 35,
"status": "met",
"details": [
{
"code": "publish_recency",
"params": {
"days": 0
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}
],
"max_points": 35
},
{
"key": "version_history",
"name": "Version history",
"detail": "8 published versions",
"points": 20,
"status": "met",
"details": [
{
"code": "published_versions",
"params": {
"count": 8
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}
],
"max_points": 20
},
{
"key": "not_deprecated",
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"detail": "active, not deprecated or yanked",
"points": 20,
"status": "met",
"details": [
{
"code": "package_not_deprecated",
"params": {}
}
],
"max_points": 20
}
]
}
],
"description": "Will the project survive its people — bus factor, responsiveness, who backs it, and package upkeep?"
},
{
"key": "engineering",
"band": "good",
"name": "Engineering Quality",
"value": 65,
"weight": 0.19,
"metrics": [
{
"key": "engineering_practices",
"band": "good",
"name": "Engineering practices",
"note": null,
"notes": [],
"value": 68,
"inputs": {
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"has_tests": true,
"has_editorconfig": false,
"has_linter_config": false,
"has_precommit_config": false
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"components": [
{
"key": "ci_workflows",
"name": "CI workflows",
"detail": "3 workflow(s)",
"points": 24,
"status": "met",
"details": [
{
"code": "ci_workflows",
"params": {
"count": 3
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}
],
"max_points": 24
},
{
"key": "tests_present",
"name": "Tests present",
"detail": null,
"points": 24,
"status": "met",
"details": [],
"max_points": 24
},
{
"key": "linter_config",
"name": "Linter config",
"detail": null,
"points": 0,
"status": "missed",
"details": [],
"max_points": 16
},
{
"key": "pre_commit_hooks",
"name": "Pre-commit hooks",
"detail": null,
"points": 0,
"status": "missed",
"details": [],
"max_points": 9.6
},
{
"key": "editorconfig",
"name": ".editorconfig",
"detail": null,
"points": 0,
"status": "missed",
"details": [],
"max_points": 6.4
},
{
"key": "openssf_scorecard_ci_tests",
"name": "OpenSSF Scorecard: CI-Tests",
"detail": "21 out of 21 merged PRs checked by a CI test -- score normalized to 10",
"points": 20,
"status": "met",
"details": [],
"max_points": 20
}
]
},
{
"key": "documentation",
"band": "moderate",
"name": "Documentation",
"note": null,
"notes": [],
"value": 60,
"inputs": {
"topics": [
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"llm",
"opentelemetry",
"opentelemetry-instrumentation",
"rails",
"ruby",
"ruby-llm",
"telemetry",
"tracing"
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"has_wiki": true,
"homepage": null,
"has_readme": true,
"has_docs_dir": false,
"has_description": true
},
"components": [
{
"key": "readme",
"name": "README",
"detail": null,
"points": 30,
"status": "met",
"details": [],
"max_points": 30
},
{
"key": "documentation_directory",
"name": "Documentation directory",
"detail": null,
"points": 0,
"status": "missed",
"details": [],
"max_points": 25
},
{
"key": "documentation_homepage_site",
"name": "Documentation / homepage site",
"detail": null,
"points": 0,
"status": "missed",
"details": [],
"max_points": 15
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{
"key": "repository_description",
"name": "Repository description",
"detail": null,
"points": 10,
"status": "met",
"details": [],
"max_points": 10
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{
"key": "topics",
"name": "Topics",
"detail": "9 topics",
"points": 10,
"status": "met",
"details": [
{
"code": "topics_count",
"params": {
"count": 9
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}
],
"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": "moderate",
"name": "Security",
"value": 50,
"weight": 0.16,
"metrics": [
{
"key": "security_posture",
"band": "moderate",
"name": "Security posture",
"note": "Excluded from scoring (no data or not applicable): Packaging, Signed-Releases. Remaining weights renormalized.",
"notes": [
{
"code": "excluded_no_data",
"params": {
"components": [
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"signed_releases"
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}
},
{
"code": "weights_renormalized",
"params": {}
}
],
"value": 50,
"inputs": {
"source": "openssf_scorecard",
"checks_evaluated": 16,
"scorecard_version": "v5.5.0",
"checks_inconclusive": 2,
"scorecard_aggregate": 5
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"components": [
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"key": "binary_artifacts",
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"points": 7.5,
"status": "met",
"details": [],
"max_points": 7.5
},
{
"key": "branch_protection",
"name": "Branch-Protection",
"detail": "branch protection not enabled on development/release branches",
"points": 0,
"status": "missed",
"details": [],
"max_points": 7.5
},
{
"key": "ci_tests",
"name": "CI-Tests",
"detail": "21 out of 21 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 13/29 approved changesets -- score normalized to 4",
"points": 3,
"status": "partial",
"details": [],
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},
{
"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",
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"points": 10,
"status": "met",
"details": [],
"max_points": 10
},
{
"key": "dependency_update_tool",
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"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": "17 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",
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"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",
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"points": 0,
"status": "missed",
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"max_points": 5
},
{
"key": "security_policy",
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"points": 5,
"status": "met",
"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
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{
"key": "token_permissions",
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"points": 0,
"status": "missed",
"details": [],
"max_points": 7.5
},
{
"key": "vulnerabilities",
"name": "Vulnerabilities",
"detail": "0 existing vulnerabilities detected",
"points": 7.5,
"status": "met",
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]
},
{
"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",
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}
],
"value": 100,
"inputs": {
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"components": [
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"detail": "no confirmed policy-scope location match",
"points": 100,
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"details": [
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"code": "jurisdiction_no_match",
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}
],
"max_points": 100
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]
}
],
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},
{
"key": "ai_readiness",
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"name": "AI Readiness",
"value": 36,
"weight": 0.04,
"metrics": [
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"key": "ai_agent_context",
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"note": null,
"notes": [],
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"inputs": {
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"agent_instruction_files": [],
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},
"components": [
{
"key": "agent_instructions",
"name": "Agent instructions",
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"points": 0,
"status": "missed",
"details": [
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"code": "no_agent_instructions",
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],
"max_points": 45
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{
"key": "machine_readable_docs_llms_txt",
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"points": 0,
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{
"key": "legible_commit_history",
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"detail": "21 of 38 human commits state their intent (structured subject or explanatory body)",
"points": 29.5,
"status": "partial",
"details": [
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"code": "legible_history",
"params": {
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}
],
"max_points": 40
}
]
},
{
"key": "ai_verify_loop",
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"notes": [],
"value": 32,
"inputs": {
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"components": [
{
"key": "one_command_bootstrap",
"name": "One-command bootstrap",
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"points": 0,
"status": "missed",
"details": [],
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},
{
"key": "automated_tests",
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"points": 22,
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{
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{
"key": "static_type_checking",
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"points": 0,
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{
"key": "reproducible_environment",
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"points": 0,
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{
"key": "demonstrated_agent_practice",
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{
"key": "automated_maintenance",
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"status": "missed",
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"code": "no_dependency_automation",
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],
"max_points": 8
},
{
"key": "openssf_scorecard_pinned_dependencies",
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]
},
{
"key": "ai_code_legibility",
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"notes": [],
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"components": [
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"points": 0,
"status": "missed",
"details": [
{
"code": "no_typecheck_config_language",
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}
],
"max_points": 45
},
{
"key": "manageable_file_sizes",
"name": "Manageable file sizes",
"detail": "0/17 source files over 60KB",
"points": 55,
"status": "met",
"details": [
{
"code": "oversized_source_files",
"params": {
"kb": 60,
"sampled": 17,
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}
],
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}
]
},
{
"key": "ai_interfaces",
"band": "weak",
"name": "Machine-readable interfaces",
"note": null,
"notes": [],
"value": 40,
"inputs": {
"example_dirs": [
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],
"has_mcp_signal": false,
"api_schema_files": []
},
"components": [
{
"key": "api_schema_openapi_graphql_proto",
"name": "API schema (OpenAPI/GraphQL/proto)",
"detail": null,
"points": 0,
"status": "missed",
"details": [],
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},
{
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"points": 0,
"status": "missed",
"details": [],
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},
{
"key": "runnable_examples",
"name": "Runnable examples",
"detail": "example",
"points": 40,
"status": "met",
"details": [
{
"code": "file_list",
"params": {
"files": "example"
}
}
],
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}
]
}
],
"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": {
"top": [
"library"
],
"labels": [
"library"
],
"scores": {
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},
"primary": "library",
"evidence": [
{
"tier": "distribution",
"label": "library",
"source": "registry:rubygems",
"weight": 6
}
],
"artifacts": [],
"confidence": "medium",
"host_extension": false,
"runs_as_process": false,
"consumed_by_code": true
},
"metrics_version": "2.5.0"
},
"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": "2026-07-31T19:24:20.483265Z",
"schema_version": "0.27.0",
"badge_url": "https://raw.githubusercontent.com/inspect-software/badges/main/v1/t/thoughtbot/opentelemetry-instrumentation-ruby_llm.svg",
"full_name": "thoughtbot/opentelemetry-instrumentation-ruby_llm",
"license_state": "standard",
"license_spdx": "MIT"
}
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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 v2.5.0, schema v0.27.0 — full methodology · metrics wiki.
