janeapp/riffer holds a health index of 72 out of 100, placing it in the Good band. It scores highest on Vitality (90/100) and lowest on Community & Adoption (48/100). It was last updated today. A single contributor accounts for most of its recent work.
72
overall / 100
Good
Software health index
Metrics are grouped into weighted categories on one standardized 1–100 scale. Overall starts as their weighted mean; when public evidence triggers the High-Risk Jurisdiction Policy, the rating is adjusted and receives an At risk ceiling of 49. AI Readiness sits outside the overall score.
72
Excellent85-100Exemplary; meets essentially all checked criteria
Good70-84Healthy; minor gaps
Moderate50-69Acceptable with notable gaps; review recommended
At risk30-49Significant weaknesses; adoption warrants caution
Critical1-29Severe problems (abandoned, single-maintainer, no hygiene)
Score profile
Each axis is a category. The shape matters more than the average — a healthy subject fills the whole shape, while a spike-and-crater profile means strength in one dimension is masking risk in another.
Direct dependencies free of known advisories — no direct dependency carries a known advisory
0/25
Indirect dependencies free of known advisories — transitive set not separable from development and test dependencies in this scope
0/40
No advisories left outstanding — no advisory carries a publication date
Inputs used
source
osv
advisories
3
affected_packages
1
assessed_packages
102
unassessed_packages
15
affected_by_severity
high 1
direct_affected_packages
0
Excluded from scoring (no data or not applicable): Indirect dependencies free of known advisories, No advisories left outstanding. Remaining weights renormalized. Matched 102 resolved dependencies against OSV. 15 could not be assessed — no resolved version, an unsupported ecosystem, or beyond the reported package list. 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.
How well is the repo equipped to be developed and maintained with AI coding agents? An independent, experimental badge — weight 0.0, so it is surfaced on its own and does not affect the overall health score.
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 0
OpenSSF Scorecard 6.7 / 10
6.7aggregate
Independent, tool-agnostic security assessment from the open-source OpenSSF Scorecard. Each check rewards a security practice, not a specific vendor's tool. Checks Scorecard could not determine are marked n/a and excluded from the security score (never counted as zero).Scorecard v5.5.0 · 2026-07-21 21:18 UTC
Full resolved dependency set from the GitHub dependency graph: 5 direct and 112 indirect (transitive) packages. The transitive closure is complete when the repository commits a lockfile.
Registry
Package
Version
Relation
RubyGems
dotenv
3.2.0
direct
RubyGems
guard
2.20.2
direct
RubyGems
guard-shell
0.7.2
direct
RubyGems
irb
1.18.0
direct
RubyGems
opentelemetry-sdk
1.12.1
direct
RubyGems
addressable
2.9.0
indirect
RubyGems
anthropic
—
indirect
RubyGems
anthropic
1.56.0
indirect
RubyGems
ast
2.4.3
indirect
RubyGems
async
—
indirect
RubyGems
async
2.42.0
indirect
RubyGems
aws-eventstream
1.4.0
indirect
RubyGems
aws-partitions
1.1268.0
indirect
RubyGems
aws-sdk-bedrockruntime
—
indirect
RubyGems
aws-sdk-bedrockruntime
1.82.0
indirect
RubyGems
aws-sdk-core
3.254.0
indirect
RubyGems
aws-sigv4
1.12.1
indirect
RubyGems
base64
0.3.0
indirect
RubyGems
bigdecimal
4.1.2
indirect
RubyGems
cgi
0.5.2
indirect
RubyGems
coderay
1.1.3
indirect
RubyGems
concurrent-ruby
1.3.6
indirect
RubyGems
connection_pool
3.0.2
indirect
RubyGems
console
1.36.0
indirect
RubyGems
crack
1.0.1
indirect
RubyGems
csv
3.3.5
indirect
RubyGems
date
3.5.1
indirect
RubyGems
drb
2.2.3
indirect
RubyGems
erb
6.0.4
indirect
RubyGems
faraday
—
indirect
RubyGems
faraday
2.14.3
indirect
RubyGems
faraday-net_http
3.4.4
indirect
RubyGems
ffi
1.17.4
indirect
RubyGems
fiber-annotation
0.2.0
indirect
RubyGems
fiber-local
1.1.0
indirect
RubyGems
fiber-storage
1.0.1
indirect
RubyGems
fileutils
1.8.0
indirect
RubyGems
formatador
1.2.3
indirect
RubyGems
guard-compat
1.2.1
indirect
RubyGems
hana
1.3.7
indirect
RubyGems
hashdiff
1.2.1
indirect
RubyGems
io-console
0.8.2
indirect
RubyGems
io-event
—
indirect
RubyGems
io-event
1.19.2
indirect
RubyGems
jmespath
1.6.2
indirect
RubyGems
json
2.21.1
indirect
RubyGems
json_schemer
2.5.0
indirect
RubyGems
language_server-protocol
3.17.0.6
indirect
RubyGems
lint_roller
1.1.0
indirect
RubyGems
listen
3.10.0
indirect
RubyGems
logger
1.7.0
indirect
RubyGems
lumberjack
1.4.2
indirect
RubyGems
mcp
—
indirect
RubyGems
mcp
0.25.0
indirect
RubyGems
method_source
1.1.0
indirect
RubyGems
metrics
0.15.0
indirect
RubyGems
minitest
—
indirect
RubyGems
minitest
6.0.6
indirect
RubyGems
nenv
0.3.0
indirect
RubyGems
net-http
0.9.1
indirect
RubyGems
notiffany
0.1.3
indirect
RubyGems
openai
—
indirect
RubyGems
openai
0.71.0
indirect
RubyGems
opentelemetry-api
1.10.1
indirect
RubyGems
opentelemetry-common
0.25.1
indirect
RubyGems
opentelemetry-registry
0.6.1
indirect
RubyGems
opentelemetry-semantic_conventions
1.43.0
indirect
RubyGems
parallel
2.1.0
indirect
RubyGems
parser
3.3.12.0
indirect
RubyGems
pp
0.6.3
indirect
RubyGems
prettyprint
0.2.0
indirect
RubyGems
prism
1.9.0
indirect
RubyGems
pry
0.16.0
indirect
RubyGems
psych
5.3.1
indirect
RubyGems
public_suffix
7.0.5
indirect
RubyGems
racc
1.8.1
indirect
RubyGems
rainbow
3.1.1
indirect
RubyGems
rake
—
indirect
RubyGems
rake
13.4.2
indirect
RubyGems
rb-fsevent
0.11.2
indirect
RubyGems
rb-inotify
0.11.1
indirect
RubyGems
rbs
4.0.2
indirect
RubyGems
rbs-inline
—
indirect
RubyGems
rbs-inline
0.14.0
indirect
RubyGems
rdoc
7.2.0
indirect
RubyGems
regexp_parser
2.12.0
indirect
RubyGems
reline
0.6.3
indirect
RubyGems
rexml
3.4.4
indirect
RubyGems
rubocop
1.88.2
indirect
RubyGems
rubocop-ast
1.50.0
indirect
RubyGems
rubocop-performance
1.26.1
indirect
RubyGems
ruby-progressbar
1.13.0
indirect
RubyGems
securerandom
0.4.1
indirect
RubyGems
shellany
0.0.1
indirect
RubyGems
simpleidn
0.2.3
indirect
RubyGems
standard
—
indirect
RubyGems
standard
1.56.0
indirect
RubyGems
standard-custom
1.0.2
indirect
RubyGems
standard-performance
1.9.0
indirect
RubyGems
standardwebhooks
1.1.0
indirect
RubyGems
steep
—
indirect
RubyGems
steep
2.0.0
indirect
RubyGems
stringio
3.2.0
indirect
RubyGems
strscan
3.1.8
indirect
RubyGems
terminal-table
4.0.0
indirect
RubyGems
thor
1.5.0
indirect
RubyGems
traces
0.18.2
indirect
RubyGems
tsort
0.2.0
indirect
RubyGems
unicode-display_width
3.2.0
indirect
RubyGems
unicode-emoji
4.2.0
indirect
RubyGems
uri
1.1.1
indirect
RubyGems
vcr
—
indirect
RubyGems
vcr
6.4.0
indirect
RubyGems
webmock
—
indirect
RubyGems
webmock
3.26.2
indirect
RubyGems
zeitwerk
—
indirect
RubyGems
zeitwerk
2.8.2
indirect
Dependency advisories 1
This repository publishes no package the index resolves, so its own dependency graph was assessed — 102 packages, which also include development and test pins that never ship: 1 carry known advisories, of which 0 are direct. 15 could not be assessed — no resolved version, an unsupported ecosystem, or beyond the reported package list.
Package
Version
Relation
Severity
Advisories
Fixed in
concurrent-ruby
1.3.6
indirect
high
3
1.3.7
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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"body": "Bumps [mcp](https://github.com/modelcontextprotocol/ruby-sdk) from 0.24.0 to 0.25.0.\n- [Release notes](https://github.com/modelcontextprotocol/ruby-sdk/releases)\n- [Changelog](https://github.com/modelcontextprotocol/ruby-sdk/blob/main/CHANGELOG.md)\n- [Commits](https://github.com/modelcontextprotocol\n[…]\n-by: dependabot[bot] <support@github.com>\nCo-authored-by: dependabot[bot] <49699333+dependabot[bot]@users.noreply.github.com>\nCo-authored-by: Jake Bottrall <75273444+bottrall@users.noreply.github.com>",
"is_bot": true,
"headline": "chore(deps-dev): bump mcp from 0.24.0 to 0.25.0 (#366)",
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"author_login": "dependabot[bot]",
"committed_at": "2026-07-20T20:24:43Z",
"body_truncated": true,
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{
"oid": "570b97b4fac7f39a2e9946dc22df57789c796c1a",
"body": "Bumps [io-event](https://github.com/socketry/io-event) from 1.19.1 to 1.19.2.\n- [Release notes](https://github.com/socketry/io-event/releases)\n- [Changelog](https://github.com/socketry/io-event/blob/main/releases.md)\n- [Commits](https://github.com/socketry/io-event/compare/v1.19.1...v1.19.2)\n\n---\nup\n[…]\n-by: dependabot[bot] <support@github.com>\nCo-authored-by: dependabot[bot] <49699333+dependabot[bot]@users.noreply.github.com>\nCo-authored-by: Jake Bottrall <75273444+bottrall@users.noreply.github.com>",
"is_bot": true,
"headline": "chore(deps-dev): bump io-event from 1.19.1 to 1.19.2 (#367)",
"author_name": "dependabot[bot]",
"author_login": "dependabot[bot]",
"committed_at": "2026-07-20T20:22:58Z",
"body_truncated": true,
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{
"oid": "f58444204ebbe8d01771fc679fdbafbb4e9c5439",
"body": "Bumps [standard](https://github.com/standardrb/standard) from 1.55.0 to 1.56.0.\n- [Release notes](https://github.com/standardrb/standard/releases)\n- [Changelog](https://github.com/standardrb/standard/blob/main/CHANGELOG.md)\n- [Commits](https://github.com/standardrb/standard/compare/v1.55.0...v1.56.0\n[…]\nrect:development\n update-type: version-update:semver-minor\n...\n\nSigned-off-by: dependabot[bot] <support@github.com>\nCo-authored-by: dependabot[bot] <49699333+dependabot[bot]@users.noreply.github.com>",
"is_bot": true,
"headline": "chore(deps-dev): bump standard from 1.55.0 to 1.56.0 (#368)",
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"body": "Co-authored-by: github-actions[bot] <41898282+github-actions[bot]@users.noreply.github.com>",
"is_bot": true,
"headline": "chore(main): release riffer 0.37.1 (#361)",
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"oid": "335e9130f5fe73e7bfe9b24faa9bc6fb9f0d6794",
"body": "…m (#360)\n\nBlock scalar (`description: |`) frontmatter parses to a string with\nembedded newlines. MarkdownAdapter#render_catalog interpolated it raw\ninto a single-line `- **name**: ...` list item, so continuation lines\nfell to column 0 — reading as top-level prompt text and potentially\nfabricating a\n[…]\n,\nmirroring how XmlAdapter sanitizes per-format at the rendering boundary\nand leaving Frontmatter#description a faithful copy of the source.\n\nFixes #355\n\nCo-authored-by: Claude <noreply@anthropic.com>",
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"headline": "fix: keep multi-line skill descriptions within their catalog list ite…",
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"author_login": "bottrall",
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"body": "…0 (#357)\n\nUpdates the requirements on [openai](https://github.com/openai/openai-ruby) to permit the latest version.\n- [Release notes](https://github.com/openai/openai-ruby/releases)\n- [Changelog](https://github.com/openai/openai-ruby/blob/main/CHANGELOG.md)\n- [Commits](https://github.com/openai/ope\n[…]\n-by: dependabot[bot] <support@github.com>\nCo-authored-by: dependabot[bot] <49699333+dependabot[bot]@users.noreply.github.com>\nCo-authored-by: Jake Bottrall <75273444+bottrall@users.noreply.github.com>",
"is_bot": true,
"headline": "chore(deps-dev): update openai requirement from ~> 0.68.0 to ~> 0.69.…",
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"body": "…359)\n\nBumps [aws-sdk-bedrockruntime](https://github.com/aws/aws-sdk-ruby) from 1.81.0 to 1.82.0.\n- [Release notes](https://github.com/aws/aws-sdk-ruby/releases)\n- [Changelog](https://github.com/aws/aws-sdk-ruby/blob/version-3/gems/aws-sdk-bedrockruntime/CHANGELOG.md)\n- [Commits](https://github.com/\n[…]\n-by: dependabot[bot] <support@github.com>\nCo-authored-by: dependabot[bot] <49699333+dependabot[bot]@users.noreply.github.com>\nCo-authored-by: Jake Bottrall <75273444+bottrall@users.noreply.github.com>",
"is_bot": true,
"headline": "chore(deps-dev): bump aws-sdk-bedrockruntime from 1.81.0 to 1.82.0 (#…",
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"author_login": "dependabot[bot]",
"committed_at": "2026-07-13T14:59:10Z",
"body_truncated": true,
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{
"oid": "b4d014e5009b679e5a90674a1837ea3981ca83a7",
"body": "Bumps [mcp](https://github.com/modelcontextprotocol/ruby-sdk) from 0.22.0 to 0.24.0.\n- [Release notes](https://github.com/modelcontextprotocol/ruby-sdk/releases)\n- [Changelog](https://github.com/modelcontextprotocol/ruby-sdk/blob/main/CHANGELOG.md)\n- [Commits](https://github.com/modelcontextprotocol\n[…]\nrect:development\n update-type: version-update:semver-minor\n...\n\nSigned-off-by: dependabot[bot] <support@github.com>\nCo-authored-by: dependabot[bot] <49699333+dependabot[bot]@users.noreply.github.com>",
"is_bot": true,
"headline": "chore(deps-dev): bump mcp from 0.22.0 to 0.24.0 (#358)",
"author_name": "dependabot[bot]",
"author_login": "dependabot[bot]",
"committed_at": "2026-07-13T14:54:15Z",
"body_truncated": true,
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{
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"body": "Bumps [opentelemetry-sdk](https://github.com/open-telemetry/opentelemetry-ruby) from 1.12.0 to 1.12.1.\n- [Release notes](https://github.com/open-telemetry/opentelemetry-ruby/releases)\n- [Commits](https://github.com/open-telemetry/opentelemetry-ruby/compare/opentelemetry-sdk/v1.12.0...opentelemetry-s\n[…]\nrect:development\n update-type: version-update:semver-patch\n...\n\nSigned-off-by: dependabot[bot] <support@github.com>\nCo-authored-by: dependabot[bot] <49699333+dependabot[bot]@users.noreply.github.com>",
"is_bot": true,
"headline": "chore(deps-dev): bump opentelemetry-sdk from 1.12.0 to 1.12.1 (#356)",
"author_name": "dependabot[bot]",
"author_login": "dependabot[bot]",
"committed_at": "2026-07-13T14:51:37Z",
"body_truncated": true,
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"oid": "7a85e715ced542bcc7116bfd4a5175b9215f0505",
"body": "Co-authored-by: github-actions[bot] <41898282+github-actions[bot]@users.noreply.github.com>",
"is_bot": true,
"headline": "chore(main): release riffer 0.37.0 (#354)",
"author_name": "github-actions[bot]",
"author_login": "github-actions[bot]",
"committed_at": "2026-07-10T18:11:08Z",
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"body": "* feat(providers): add first-class provider registration API\n\nConsumers integrating a custom provider previously had to reach into gem\ninternals — prepending onto Repository.singleton_class to override find —\nbecause REPO was a frozen Hash with no public way to add an entry, and\nkey_for only knew th\n[…]\nidempotency clause that merely restated the code.\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": "feat(providers): first-class provider registration API (#353)",
"author_name": "Jake Bottrall",
"author_login": "bottrall",
"committed_at": "2026-07-10T18:02:14Z",
"body_truncated": true,
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{
"oid": "a78e7632fb69c3b4f70f711d08b2e5f9a8d75fd8",
"body": "…2.25, < 2.43 (#350)\n\nUpdates the requirements on [async](https://github.com/socketry/async) to permit the latest version.\n- [Release notes](https://github.com/socketry/async/releases)\n- [Changelog](https://github.com/socketry/async/blob/main/releases.md)\n- [Commits](https://github.com/socketry/asyn\n[…]\nrect:development\n update-type: version-update:semver-minor\n...\n\nSigned-off-by: dependabot[bot] <support@github.com>\nCo-authored-by: dependabot[bot] <49699333+dependabot[bot]@users.noreply.github.com>",
"is_bot": true,
"headline": "chore(deps-dev): update async requirement from ~> 2.25, < 2.42 to ~> …",
"author_name": "dependabot[bot]",
"author_login": "dependabot[bot]",
"committed_at": "2026-07-06T16:36:53Z",
"body_truncated": true,
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{
"oid": "999ac42020e032ecb3d8980a71f86bfa4d3a7001",
"body": "…349)\n\nUpdates the requirements on [io-event](https://github.com/socketry/io-event) to permit the latest version.\n- [Release notes](https://github.com/socketry/io-event/releases)\n- [Changelog](https://github.com/socketry/io-event/blob/main/releases.md)\n- [Commits](https://github.com/socketry/io-even\n[…]\n-by: dependabot[bot] <support@github.com>\nCo-authored-by: dependabot[bot] <49699333+dependabot[bot]@users.noreply.github.com>\nCo-authored-by: Jake Bottrall <75273444+bottrall@users.noreply.github.com>",
"is_bot": true,
"headline": "chore(deps-dev): update io-event requirement from < 1.17 to < 1.20 (#…",
"author_name": "dependabot[bot]",
"author_login": "dependabot[bot]",
"committed_at": "2026-07-06T16:33:21Z",
"body_truncated": true,
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{
"oid": "f09aa421967917a424008ebef57d57b892b1d205",
"body": "…55.0 (#351)\n\nUpdates the requirements on [anthropic](https://github.com/anthropics/anthropic-sdk-ruby) to permit the latest version.\n- [Release notes](https://github.com/anthropics/anthropic-sdk-ruby/releases)\n- [Changelog](https://github.com/anthropics/anthropic-sdk-ruby/blob/main/CHANGELOG.md)\n- \n[…]\nrect:development\n update-type: version-update:semver-minor\n...\n\nSigned-off-by: dependabot[bot] <support@github.com>\nCo-authored-by: dependabot[bot] <49699333+dependabot[bot]@users.noreply.github.com>",
"is_bot": true,
"headline": "chore(deps-dev): update anthropic requirement from ~> 1.51.0 to ~> 1.…",
"author_name": "dependabot[bot]",
"author_login": "dependabot[bot]",
"committed_at": "2026-07-06T16:29:57Z",
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{
"oid": "97abcef17091f43ec346365f097f85be5dde5873",
"body": "Co-authored-by: github-actions[bot] <41898282+github-actions[bot]@users.noreply.github.com>",
"is_bot": true,
"headline": "chore(main): release riffer 0.36.0 (#348)",
"author_name": "github-actions[bot]",
"author_login": "github-actions[bot]",
"committed_at": "2026-07-03T22:32:00Z",
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{
"oid": "70a838e9d49da12f89886c6e6f7bca35f427f77c",
"body": "Metrics was the wrong primitive/pattern for riffer, so remove it wholesale:\nthe Riffer::Metrics OTEL port, its instruments/backends, config.metrics, and\nall recording call sites woven into the tracing/timing path. Duration-timing\nscaffolds that existed only to feed a metric collapse back to plain tr\n[…]\ns, the Riffer::Metrics module, and\nRiffer::Metrics::Otel are removed. Hosts wiring a metrics backend must drop\nthat configuration.\n\nCo-authored-by: Claude Opus 4.8 (1M context) <noreply@anthropic.com>",
"is_bot": false,
"headline": "feat!: remove the metrics primitive (#347)",
"author_name": "Jake Bottrall",
"author_login": "bottrall",
"committed_at": "2026-07-03T22:18:50Z",
"body_truncated": true,
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{
"oid": "70c3f6b2b78a67607f2d07ae92b873e44e0df930",
"body": "Bumps [mcp](https://github.com/modelcontextprotocol/ruby-sdk) from 0.21.0 to 0.22.0.\n- [Release notes](https://github.com/modelcontextprotocol/ruby-sdk/releases)\n- [Changelog](https://github.com/modelcontextprotocol/ruby-sdk/blob/main/CHANGELOG.md)\n- [Commits](https://github.com/modelcontextprotocol\n[…]\n-by: dependabot[bot] <support@github.com>\nCo-authored-by: dependabot[bot] <49699333+dependabot[bot]@users.noreply.github.com>\nCo-authored-by: Jake Bottrall <75273444+bottrall@users.noreply.github.com>",
"is_bot": true,
"headline": "chore(deps-dev): bump mcp from 0.21.0 to 0.22.0 (#344)",
"author_name": "dependabot[bot]",
"author_login": "dependabot[bot]",
"committed_at": "2026-06-29T22:17:28Z",
"body_truncated": true,
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{
"oid": "b862187e0e2a3ae1e7f6a53e53ad15575328e6e4",
"body": "…51.0 (#343)\n\nUpdates the requirements on [anthropic](https://github.com/anthropics/anthropic-sdk-ruby) to permit the latest version.\n- [Release notes](https://github.com/anthropics/anthropic-sdk-ruby/releases)\n- [Changelog](https://github.com/anthropics/anthropic-sdk-ruby/blob/main/CHANGELOG.md)\n- \n[…]\nrect:development\n update-type: version-update:semver-minor\n...\n\nSigned-off-by: dependabot[bot] <support@github.com>\nCo-authored-by: dependabot[bot] <49699333+dependabot[bot]@users.noreply.github.com>",
"is_bot": true,
"headline": "chore(deps-dev): update anthropic requirement from ~> 1.49.0 to ~> 1.…",
"author_name": "dependabot[bot]",
"author_login": "dependabot[bot]",
"committed_at": "2026-06-29T22:16:33Z",
"body_truncated": true,
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{
"oid": "c5be6592b35f923d89d85e9fded8fd2efe77fbde",
"body": "…2.25, < 2.42 (#342)\n\nUpdates the requirements on [async](https://github.com/socketry/async) to permit the latest version.\n- [Release notes](https://github.com/socketry/async/releases)\n- [Changelog](https://github.com/socketry/async/blob/main/releases.md)\n- [Commits](https://github.com/socketry/asyn\n[…]\n-by: dependabot[bot] <support@github.com>\nCo-authored-by: dependabot[bot] <49699333+dependabot[bot]@users.noreply.github.com>\nCo-authored-by: Jake Bottrall <75273444+bottrall@users.noreply.github.com>",
"is_bot": true,
"headline": "chore(deps-dev): update async requirement from ~> 2.25, < 2.40 to ~> …",
"author_name": "dependabot[bot]",
"author_login": "dependabot[bot]",
"committed_at": "2026-06-29T22:15:00Z",
"body_truncated": true,
"is_coding_agent": false
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{
"oid": "160a4718e9f432bd911deb7cd315e7019010f1d2",
"body": "Bumps [io-event](https://github.com/socketry/io-event) from 1.16.2 to 1.16.4.\n- [Release notes](https://github.com/socketry/io-event/releases)\n- [Changelog](https://github.com/socketry/io-event/blob/main/releases.md)\n- [Commits](https://github.com/socketry/io-event/compare/v1.16.2...v1.16.4)\n\n---\nup\n[…]\nrect:development\n update-type: version-update:semver-patch\n...\n\nSigned-off-by: dependabot[bot] <support@github.com>\nCo-authored-by: dependabot[bot] <49699333+dependabot[bot]@users.noreply.github.com>",
"is_bot": true,
"headline": "chore(deps-dev): bump io-event from 1.16.2 to 1.16.4 (#341)",
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"author_login": "dependabot[bot]",
"committed_at": "2026-06-29T22:13:08Z",
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"body": "Co-authored-by: github-actions[bot] <41898282+github-actions[bot]@users.noreply.github.com>",
"is_bot": true,
"headline": "chore(main): release riffer 0.35.0 (#340)",
"author_name": "github-actions[bot]",
"author_login": "github-actions[bot]",
"committed_at": "2026-06-25T23:44:31Z",
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{
"oid": "ddfda8929ca3b594415f827957d8c91104387317",
"body": "* feat: add per-call tags: to Agent#generate and #stream\n\nTags attach attribution labels to a single LLM call. They propagate to the\nprovider's native request-metadata field and are stamped as riffer.tag.* on\nevery span and metric the call emits.\n\n- Public: generate/stream (instance + class) take ta\n[…]\neak). Azure e2e is left commented pending access.\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": "feat: per-call tags: for Agent#generate and #stream (#339)",
"author_name": "Claude Vessaz",
"author_login": "cloetzi",
"committed_at": "2026-06-25T23:43:11Z",
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"oid": "8246be118a40b6dce3dbbf43cc0aac14b9a87839",
"body": "Co-authored-by: github-actions[bot] <41898282+github-actions[bot]@users.noreply.github.com>",
"is_bot": true,
"headline": "chore(main): release riffer 0.34.0 (#336)",
"author_name": "github-actions[bot]",
"author_login": "github-actions[bot]",
"committed_at": "2026-06-22T18:58:02Z",
"body_truncated": false,
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{
"oid": "fe3129ac524be8418cab6081e16aadb38d4bd200",
"body": "Bumps [mcp](https://github.com/modelcontextprotocol/ruby-sdk) from 0.20.0 to 0.21.0.\n- [Release notes](https://github.com/modelcontextprotocol/ruby-sdk/releases)\n- [Changelog](https://github.com/modelcontextprotocol/ruby-sdk/blob/main/CHANGELOG.md)\n- [Commits](https://github.com/modelcontextprotocol\n[…]\n-by: dependabot[bot] <support@github.com>\nCo-authored-by: dependabot[bot] <49699333+dependabot[bot]@users.noreply.github.com>\nCo-authored-by: Jake Bottrall <75273444+bottrall@users.noreply.github.com>",
"is_bot": true,
"headline": "chore(deps-dev): bump mcp from 0.20.0 to 0.21.0 (#332)",
"author_name": "dependabot[bot]",
"author_login": "dependabot[bot]",
"committed_at": "2026-06-22T18:07:21Z",
"body_truncated": true,
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{
"oid": "6355d9347c4aa3191f679aa024d34c3b94ccd797",
"body": "…49.0 (#335)\n\nUpdates the requirements on [anthropic](https://github.com/anthropics/anthropic-sdk-ruby) to permit the latest version.\n- [Release notes](https://github.com/anthropics/anthropic-sdk-ruby/releases)\n- [Changelog](https://github.com/anthropics/anthropic-sdk-ruby/blob/main/CHANGELOG.md)\n- \n[…]\n-by: dependabot[bot] <support@github.com>\nCo-authored-by: dependabot[bot] <49699333+dependabot[bot]@users.noreply.github.com>\nCo-authored-by: Jake Bottrall <75273444+bottrall@users.noreply.github.com>",
"is_bot": true,
"headline": "chore(deps-dev): update anthropic requirement from ~> 1.48.1 to ~> 1.…",
"author_name": "dependabot[bot]",
"author_login": "dependabot[bot]",
"committed_at": "2026-06-22T18:05:26Z",
"body_truncated": true,
"is_coding_agent": false
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{
"oid": "f91f7774f8a18ba90dc0b8342516a3280ad139a1",
"body": "Bumps [actions/checkout](https://github.com/actions/checkout) from 6 to 7.\n- [Release notes](https://github.com/actions/checkout/releases)\n- [Changelog](https://github.com/actions/checkout/blob/main/CHANGELOG.md)\n- [Commits](https://github.com/actions/checkout/compare/v6...v7)\n\n---\nupdated-dependenc\n[…]\n-by: dependabot[bot] <support@github.com>\nCo-authored-by: dependabot[bot] <49699333+dependabot[bot]@users.noreply.github.com>\nCo-authored-by: Jake Bottrall <75273444+bottrall@users.noreply.github.com>",
"is_bot": true,
"headline": "chore(deps): bump actions/checkout from 6 to 7 (#330)",
"author_name": "dependabot[bot]",
"author_login": "dependabot[bot]",
"committed_at": "2026-06-22T18:00:48Z",
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"body": "…0 (#331)\n\nUpdates the requirements on [openai](https://github.com/openai/openai-ruby) to permit the latest version.\n- [Release notes](https://github.com/openai/openai-ruby/releases)\n- [Changelog](https://github.com/openai/openai-ruby/blob/main/CHANGELOG.md)\n- [Commits](https://github.com/openai/ope\n[…]\n-by: dependabot[bot] <support@github.com>\nCo-authored-by: dependabot[bot] <49699333+dependabot[bot]@users.noreply.github.com>\nCo-authored-by: Jake Bottrall <75273444+bottrall@users.noreply.github.com>",
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"headline": "chore(deps-dev): update openai requirement from ~> 0.66.1 to ~> 0.68.…",
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"body": "…334)\n\nBumps [aws-sdk-bedrockruntime](https://github.com/aws/aws-sdk-ruby) from 1.80.0 to 1.81.0.\n- [Release notes](https://github.com/aws/aws-sdk-ruby/releases)\n- [Changelog](https://github.com/aws/aws-sdk-ruby/blob/version-3/gems/aws-sdk-bedrockruntime/CHANGELOG.md)\n- [Commits](https://github.com/\n[…]\nrect:development\n update-type: version-update:semver-minor\n...\n\nSigned-off-by: dependabot[bot] <support@github.com>\nCo-authored-by: dependabot[bot] <49699333+dependabot[bot]@users.noreply.github.com>",
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"headline": "chore(deps-dev): bump aws-sdk-bedrockruntime from 1.80.0 to 1.81.0 (#…",
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"oid": "97d17e75dc20e904305852075a1ad3d36adfca77",
"body": "Bumps [faraday](https://github.com/lostisland/faraday) from 2.14.2 to 2.14.3.\n- [Release notes](https://github.com/lostisland/faraday/releases)\n- [Changelog](https://github.com/lostisland/faraday/blob/main/CHANGELOG.md)\n- [Commits](https://github.com/lostisland/faraday/compare/v2.14.2...v2.14.3)\n\n--\n[…]\n-by: dependabot[bot] <support@github.com>\nCo-authored-by: dependabot[bot] <49699333+dependabot[bot]@users.noreply.github.com>\nCo-authored-by: Jake Bottrall <75273444+bottrall@users.noreply.github.com>",
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"headline": "chore(deps-dev): bump faraday from 2.14.2 to 2.14.3 (#333)",
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"committed_at": "2026-06-22T17:47:55Z",
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"oid": "7b0dfb014f710d839e53d25ee345df5b404c8c60",
"body": "… (#338)\n\n* feat: emit a riffer.guardrail.duration metric for guardrail execution\n\nThe metrics port recorded gen_ai.client.operation.duration for chat,\ninvoke_agent, and execute_tool, but guardrail latency was invisible to\nany metrics backend even though guardrails run on the request hot path.\n\nAdd \n[…]\nol_call from in_tool_span.\nBehavior is unchanged.\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>",
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"headline": "feat: emit a riffer.guardrail.duration metric for guardrail execution…",
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"oid": "345b09a5c7d34a0b9eee83d9663333fd7d0f08fa",
"body": "Rename the no-op fallback backends from `Null` to `NoOp` across both\ntelemetry ports — the name now states the behaviour rather than reading\nlike a built-in null/absence. Covers the modules, the inner `Span` class,\nthe frozen `SPAN`, the Zeitwerk file paths, resolution fallbacks, the\n`Metrics.record\n[…]\n check, RBS signatures, and the docs that\nhold these up as the duck-typed contract reference.\n\nCosmetic only; no behaviour change.\n\nCo-authored-by: Claude Opus 4.8 (1M context) <noreply@anthropic.com>",
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"headline": "refactor(telemetry): rename Null backends to NoOp (#337)",
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"oid": "d647f54b814bb8e331b89811c2ed661d6534b20c",
"body": "* feat(telemetry)!: route tracing and metrics through a consumer-assigned backend\n\nAdd `config.tracing.backend` and `config.metrics.backend` as the single,\nduck-typed opt-in for each telemetry signal. OpenTelemetry is no longer\nauto-detected: it is a built-in backend a consumer assigns explicitly vi\n[…]\ne required-method list stays — it's a runtime contract\nthe `untyped` signature can't express.\n\nCo-Authored-By: Claude <noreply@anthropic.com>\n\n---------\n\nCo-authored-by: Claude <noreply@anthropic.com>",
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"headline": "feat(telemetry): pluggable tracing/metrics backend (OTEL opt-in) (#329)",
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"body": "Co-authored-by: github-actions[bot] <41898282+github-actions[bot]@users.noreply.github.com>",
"is_bot": true,
"headline": "chore(main): release riffer 0.33.0 (#308)",
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"oid": "1ee47726def4ca2e812e88157efce1bf2a8d2e69",
"body": "Record a `riffer.gen_ai.cost` histogram (unit USD) per chat call, sourced\nfrom the cost already attached to the normalized TokenUsage — no pricing is\ncomputed here. An unpriced model carries a nil cost and emits no data point,\nwhile a priced zero-cost call records 0.0; operation.duration and\ntoken.u\n[…]\nide if the GenAI semantic conventions later define a cost\ninstrument. Bucket boundaries stay host-side, like the other histograms.\n\nCo-authored-by: Claude Opus 4.8 (1M context) <noreply@anthropic.com>",
"is_bot": false,
"headline": "feat: emit riffer.gen_ai.cost metric from TokenUsage cost (#328)",
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"committed_at": "2026-06-18T22:05:22Z",
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"oid": "f77f0f7cd8db7cbd3a3a36f10e4ab08e70e909a0",
"body": "Record the GenAI-semconv token-usage histogram (unit {token}) per chat\ncall: two data points each, gen_ai.token.type input/output, carrying\ngen_ai.operation.name, gen_ai.provider.name and gen_ai.request.model.\n\nPer-call only — never at the run level, where aggregation would\ndouble-count. Cache bucke\n[…]\nusage for the\nmetric even when tracing is disabled, keeping metrics independent of\ntracing. No-op without a host OTel metrics SDK.\n\nCo-authored-by: Claude Opus 4.8 (1M context) <noreply@anthropic.com>",
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"headline": "feat: emit gen_ai.client.token.usage metric (#327)",
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"oid": "a9399b8f1b10bc947b1e0716a483e2921ab2a852",
"body": "* feat: emit gen_ai.client.operation.duration metric\n\nRecord the OpenTelemetry GenAI-semconv operation-latency histogram\n(unit s) around the chat, invoke_agent, and execute_tool operations,\ndistinguished by gen_ai.operation.name. Timing is monotonic and recorded\non both the success and error paths, \n[…]\nument_tool_call, which takes the call as a block.\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>",
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"headline": "feat: emit gen_ai.client.operation.duration metric (#326)",
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"oid": "92d060c9f006f9f6e904aa57e749909f360b8cd3",
"body": "* feat: add the Riffer::Metrics OpenTelemetry port foundation\n\nAdd a Riffer::Metrics port mirroring the tracing port: it records OTel\nhistogram instruments when the host bundles the OpenTelemetry metrics API\nand no-ops otherwise, so riffer declares no OpenTelemetry dependency.\n\n- Riffer::Metrics.cre\n[…]\n test files shifted the suite's randomized order.\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>",
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"headline": "feat: add the Riffer::Metrics OpenTelemetry port foundation (#325)",
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"oid": "b280c71bb8089ed7e948d8966f841535178f167f",
"body": "Wrap the per-guardrail call in Riffer::Guardrails::Runner in\nRiffer::Tracing.in_span(\"execute_guardrail {name}\", kind: :internal),\nnested under the active invoke_agent context. The span carries\nriffer.guardrail.name/phase/action, riffer.tripwire.reason on a block,\nand error.type + ERROR status on a \n[…]\nlign the run-level\nriffer.tripwire.guardrail to the same converted form so it joins the\nper-span riffer.guardrail.name on one key.\n\nCo-authored-by: Claude Opus 4.8 (1M context) <noreply@anthropic.com>",
"is_bot": false,
"headline": "feat: emit an execute_guardrail span per guardrail (#324)",
"author_name": "Jake Bottrall",
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"committed_at": "2026-06-17T17:12:03Z",
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"oid": "a9074b47defb4a0426c8a51dd90b60260098a14b",
"body": "* feat: surface cost on LLM-call and run spans\n\nStamp the cost carried on TokenUsage onto the chat and invoke_agent\nspans as riffer.cost. Folded into Tracing.record_usage so all three\ncall sites (generate, stream, run aggregation) inherit it; the nil\nguard omits unpriced calls while still stamping a\n[…]\nent edit\nleft it drifted. Signature is unchanged.\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>",
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"headline": "feat: surface cost on LLM-call and run spans (#323)",
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"committed_at": "2026-06-16T23:03:07Z",
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"oid": "f637f73875cb5aa4563b5bae992269b5d7185ae2",
"body": null,
"is_bot": false,
"headline": "feat: compute per-model cost on token usage (#322)",
"author_name": "Jake Bottrall",
"author_login": "bottrall",
"committed_at": "2026-06-16T20:13:32Z",
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"headline": "refactor: fold tracing tests into their unit test files (CL2-962) (#321)",
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"author_login": "bottrall",
"committed_at": "2026-06-16T13:58:43Z",
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"oid": "bc33ebbc2350e3136404eea8d321173e1a41db5a",
"body": "Add docs/16_TRACING.md documenting riffer's emitted span contract as\npublic, versioned API: the invoke_agent / chat / execute_tool spans,\ntheir attributes (with a present-or-not column), the span hierarchy,\ntoken-usage semantics, message-content capture, the stability policy,\nand host SDK wiring. Wire the page into the README index, the overview\n\"Next Steps\" list, and cross-link it from the tracing configuration\nsection.\n\nCo-authored-by: Claude Opus 4.8 (1M context) <noreply@anthropic.com>",
"is_bot": false,
"headline": "docs: document the OpenTelemetry trace contract (#320)",
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"oid": "e548450a980e6a03d06bda488ab94704ad33a37a",
"body": "Wrap each tool dispatch in Tools::Runtime in an `execute_tool {tool_name}`\nspan, emitted outside `around_tool_call` so host enrichment spans nest\nbeneath it. The parent OTEL context is captured before the Runner fans out\nand re-attached inside each worker, so spans parent correctly across the\nthread\n[…]\n from a\nraised exception (status error, re-raised). Tool arguments and results are\ncaptured only when capture_messages is enabled.\n\nCo-authored-by: Claude Opus 4.8 (1M context) <noreply@anthropic.com>",
"is_bot": false,
"headline": "feat: emit an execute_tool span per tool call (#318)",
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"oid": "2b7496a68ac82a53a61fd143e071305c0bf3969f",
"body": "…se (#311)\n\nIntroduce Riffer::Mcp::Tool < Riffer::Tool carrying the class-level MCP\ncontract (mcp_server_tool_name and the server-published\nparameters_schema) as ivar-backed readers. ToolFactory and\nAuthenticatedTool build subclasses of it, replacing the per-class\ndefine_singleton_method metadata an\n[…]\nthe\ngenuinely untypeable anonymous-class internals — the credentials error\npath in the authenticated wrapper is type-checked for the first time.\n\nCo-authored-by: Claude Fable 5 <noreply@anthropic.com>",
"is_bot": false,
"headline": "refactor: give MCP-generated tool classes a real Riffer::Mcp::Tool ba…",
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"oid": "046d4583820598a1cd5f51a6a9b00720cb31c179",
"body": "Co-authored-by: Claude Opus 4.8 (1M context) <noreply@anthropic.com>",
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"headline": "chore: bump Ruby to 4.0.5 (#319)",
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"oid": "fce55e2f15d46b5cf1e3b74d2b1f55e20368be21",
"body": "* chore(deps-dev): bump standard from 1.54.0 to 1.55.0\n\nBumps [standard](https://github.com/standardrb/standard) from 1.54.0 to 1.55.0.\n- [Release notes](https://github.com/standardrb/standard/releases)\n- [Changelog](https://github.com/standardrb/standard/blob/main/CHANGELOG.md)\n- [Commits](https://\n[…]\nbot] <49699333+dependabot[bot]@users.noreply.github.com>\nCo-authored-by: Jake Bottrall <75273444+bottrall@users.noreply.github.com>\nCo-authored-by: Claude Opus 4.8 (1M context) <noreply@anthropic.com>",
"is_bot": true,
"headline": "chore(deps-dev): bump standard from 1.54.0 to 1.55.0 (#315)",
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"author_login": "dependabot[bot]",
"committed_at": "2026-06-15T17:53:49Z",
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"oid": "44538c2b1daadedb02e040180781abfd4958f76d",
"body": "Bumps [mcp](https://github.com/modelcontextprotocol/ruby-sdk) from 0.18.0 to 0.20.0.\n- [Release notes](https://github.com/modelcontextprotocol/ruby-sdk/releases)\n- [Changelog](https://github.com/modelcontextprotocol/ruby-sdk/blob/main/CHANGELOG.md)\n- [Commits](https://github.com/modelcontextprotocol\n[…]\n-by: dependabot[bot] <support@github.com>\nCo-authored-by: dependabot[bot] <49699333+dependabot[bot]@users.noreply.github.com>\nCo-authored-by: Jake Bottrall <75273444+bottrall@users.noreply.github.com>",
"is_bot": true,
"headline": "chore(deps-dev): bump mcp from 0.18.0 to 0.20.0 (#314)",
"author_name": "dependabot[bot]",
"author_login": "dependabot[bot]",
"committed_at": "2026-06-15T17:25:23Z",
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"oid": "7ff77a249fc567571b4f80112a4194d5584aff60",
"body": "…48.1 (#316)\n\nUpdates the requirements on [anthropic](https://github.com/anthropics/anthropic-sdk-ruby) to permit the latest version.\n- [Release notes](https://github.com/anthropics/anthropic-sdk-ruby/releases)\n- [Changelog](https://github.com/anthropics/anthropic-sdk-ruby/blob/main/CHANGELOG.md)\n- \n[…]\n-by: dependabot[bot] <support@github.com>\nCo-authored-by: dependabot[bot] <49699333+dependabot[bot]@users.noreply.github.com>\nCo-authored-by: Jake Bottrall <75273444+bottrall@users.noreply.github.com>",
"is_bot": true,
"headline": "chore(deps-dev): update anthropic requirement from ~> 1.46.0 to ~> 1.…",
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"oid": "d3ce41c64b4fabff3c450b8f9054ec8eb6215926",
"body": "Bumps [io-event](https://github.com/socketry/io-event) from 1.16.1 to 1.16.2.\n- [Release notes](https://github.com/socketry/io-event/releases)\n- [Changelog](https://github.com/socketry/io-event/blob/main/releases.md)\n- [Commits](https://github.com/socketry/io-event/compare/v1.16.1...v1.16.2)\n\n---\nup\n[…]\n-by: dependabot[bot] <support@github.com>\nCo-authored-by: dependabot[bot] <49699333+dependabot[bot]@users.noreply.github.com>\nCo-authored-by: Jake Bottrall <75273444+bottrall@users.noreply.github.com>",
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"headline": "chore(deps-dev): bump io-event from 1.16.1 to 1.16.2 (#317)",
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"committed_at": "2026-06-15T17:21:20Z",
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"oid": "44ee77715abca9247bb29bc483fa04c94dc14f14",
"body": "Bumps [rubygems/configure-rubygems-credentials](https://github.com/rubygems/configure-rubygems-credentials) from 2.0.0 to 2.1.0.\n- [Release notes](https://github.com/rubygems/configure-rubygems-credentials/releases)\n- [Commits](https://github.com/rubygems/configure-rubygems-credentials/compare/v2.0.\n[…]\n-by: dependabot[bot] <support@github.com>\nCo-authored-by: dependabot[bot] <49699333+dependabot[bot]@users.noreply.github.com>\nCo-authored-by: Jake Bottrall <75273444+bottrall@users.noreply.github.com>",
"is_bot": true,
"headline": "chore(deps): bump rubygems/configure-rubygems-credentials (#313)",
"author_name": "dependabot[bot]",
"author_login": "dependabot[bot]",
"committed_at": "2026-06-15T17:19:05Z",
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"oid": "42f39dd244295cf8d398fd7daf14c33d2a169c32",
"body": "…312)\n\nWrap generate_text and stream_text in Providers::Base in a \"chat {model}\"\nCLIENT span carrying gen_ai.* request attributes, pass-through token\nusage, and finish reasons. The streaming path captures the caller's\ntrace context before the enumerator fiber and observes terminal events\nthrough a f\n[…]\nes /\ngen_ai.system_instructions in the semconv JSON shape; file parts\nserialize as metadata-only stubs and size limits are left to the host\nSDK.\n\nCo-authored-by: Claude Fable 5 <noreply@anthropic.com>",
"is_bot": false,
"headline": "feat: emit a chat span per LLM call with normalized finish reasons (#…",
"author_name": "Jake Bottrall",
"author_login": "bottrall",
"committed_at": "2026-06-15T14:59:02Z",
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{
"oid": "49c8c79f3ba9c13c83ed6cd0e427e842a0459176",
"body": "* feat: emit invoke_agent span per agent run\n\nWrap Run.run_loop in an `invoke_agent {agent}` span carrying request\nattributes, per-run step count, aggregate token usage, and outcome\nattributes for interrupts and guardrail tripwires. Streamed runs capture\nthe caller's trace context so the span parent\n[…]\nc.com>\n\n* docs: clarify why semconv_provider_name defaults instead of raising\n\nCo-Authored-By: Claude Fable 5 <noreply@anthropic.com>\n\n---------\n\nCo-authored-by: Claude Fable 5 <noreply@anthropic.com>",
"is_bot": false,
"headline": "feat: emit invoke_agent span per agent run (#310)",
"author_name": "Jake Bottrall",
"author_login": "bottrall",
"committed_at": "2026-06-15T14:36:59Z",
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"oid": "990f86d9ec74cfe85329a7ab583d51b72628c85f",
"body": "Make the four TokenUsage buckets mean the same thing for every provider:\ninput_tokens covers every token entering the context window (cache reads\nand writes included), output_tokens covers every generated token\n(reasoning included), and the cache buckets are subsets of input.\n\n- Anthropic & Bedrock:\n[…]\n cache token counts on\nAnthropic and Bedrock, and output_tokens grows by the thinking token count\non Gemini, whenever those features are active.\n\nCo-authored-by: Claude Fable 5 <noreply@anthropic.com>",
"is_bot": false,
"headline": "refactor!: normalize token usage semantics across providers (#309)",
"author_name": "Jake Bottrall",
"author_login": "bottrall",
"committed_at": "2026-06-12T21:09:25Z",
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"oid": "938194caa7c9bfcdada9039047adf2e9fd599c27",
"body": "* feat: add tracing foundation with optional OTEL backend\n\nRiffer::Tracing port emits OTEL spans when the host bundles the\nOpenTelemetry API and silently no-ops otherwise — no runtime dependency.\nBlock-scoped in_span with a riffer-owned span surface, context\ncapture/re-attachment for fiber and threa\n[…]\nwith the setter's\nOtel.available? check (gem presence and supported version).\n\nCo-Authored-By: Claude Fable 5 <noreply@anthropic.com>\n\n---------\n\nCo-authored-by: Claude Fable 5 <noreply@anthropic.com>",
"is_bot": false,
"headline": "feat: add tracing foundation with optional OTEL backend (#307)",
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"body": "* fix(rbs): ship consumer-safe RBS signatures (CL2-827)\n\nriffer 0.29 shipped its entire sig/ tree, including dev-only scaffolding\nunder sig/stubs/. Consumers loading riffer via `rbs collection` / `rbs -r\nriffer` inherited all of it: async.rbs redefined ::Kernel#Async (colliding\nwith the async gem's \n[…]\nd it). Add the inline\ndeclaration and regenerate.\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>",
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"body": "… (#281)\n\nClears the residual Steep diagnostics in lib/riffer/agent.rb (the largest\nsingle source of remaining hint-level noise) so future agent changes\ntype-check cleanly. All fixes are annotation-only or behavior-preserving\nlocal-variable refactors:\n\n- Type the class-level @config ivar via a sig/s\n[…]\nth_tags.\n- Type the credentials proc param on mcp_tools_for_registration precisely\n (manifest:, matched_tags:, context:) instead of bare Proc.\n\nCo-authored-by: Claude Opus 4.6 <noreply@anthropic.com>",
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"body": "Adds Riffer::Providers::OpenRouter for accessing OpenRouter's unified\ngateway. Subclasses Base directly (not OpenAI) because OpenRouter only\nimplements the Chat Completions API, not the Responses API the existing\nOpenAI provider uses.\n\nReuses the openai gem with a base_url override. Supports generat\n[…]\ne OpenRouter has no unified web-search surface.\n\nTests: 56 cases including 11 recorded VCR cassettes and offline mocks\ncovering stream cleanup, tool-call edge cases, and request/stream\noption merging.",
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"body": "* chore(steep): add RBS stubs for provider SDK constants (CL2-795)\n\nAdds stdlib library declarations (base64, json, securerandom) and a\nsig/stubs/ tree covering Aws::StaticTokenProvider and\nSeahorse::Client::RequestContext, which the AWS gems don't ship in their\nown RBS. Prefixes Anthropic constant \n[…]\nonly the token argument, so no behavioral change.\n\nCo-Authored-By: Claude Opus 4.7 (1M context) <noreply@anthropic.com>\n\n---------\n\nCo-authored-by: Claude Opus 4.7 (1M context) <noreply@anthropic.com>",
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"body": "Replace the plain Hash held in agent.context with a typed value object\nthat exposes #skills / #token_usage accessors, validates their types on\nwrite, raises on caller-supplied reserved keys, and preserves the\nexisting #[] / #dig read contract so tool runtimes (Maestro et al.) and\nuser tools keep working unchanged.\n\nCo-authored-by: Claude Opus 4.6 <noreply@anthropic.com>",
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{
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{
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{
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{
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{
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{
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{
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{
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{
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{
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{
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{
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{
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{
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{
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{
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{
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{
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{
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{
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{
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{
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{
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{
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{
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{
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{
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{
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{
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{
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{
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{
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{
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{
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{
"name": "standardwebhooks",
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{
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"version": null,
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{
"name": "steep",
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{
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{
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{
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{
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{
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{
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{
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{
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{
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{
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{
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{
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{
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{
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{
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"truncated": false,
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"login": "bottrall",
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"avatar_url": "https://avatars.githubusercontent.com/u/75273444?v=4"
},
{
"type": "User",
"login": "cloetzi",
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"avatar_url": "https://avatars.githubusercontent.com/u/2604142?v=4"
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{
"type": "User",
"login": "Thibaut",
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{
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"login": "kepheusikarius",
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{
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{
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{
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"documentation_url": "https://github.com/ossf/scorecard/blob/c395761df6afe1a69e476bc60a013a94bcbc153f/docs/checks.md#ci-tests"
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{
"name": "CII-Best-Practices",
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{
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},
{
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"documentation_url": "https://github.com/ossf/scorecard/blob/c395761df6afe1a69e476bc60a013a94bcbc153f/docs/checks.md#contributors"
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{
"name": "Dangerous-Workflow",
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"reason": "no dangerous workflow patterns detected",
"documentation_url": "https://github.com/ossf/scorecard/blob/c395761df6afe1a69e476bc60a013a94bcbc153f/docs/checks.md#dangerous-workflow"
},
{
"name": "Dependency-Update-Tool",
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"reason": "update tool detected",
"documentation_url": "https://github.com/ossf/scorecard/blob/c395761df6afe1a69e476bc60a013a94bcbc153f/docs/checks.md#dependency-update-tool"
},
{
"name": "Fuzzing",
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"documentation_url": "https://github.com/ossf/scorecard/blob/c395761df6afe1a69e476bc60a013a94bcbc153f/docs/checks.md#fuzzing"
},
{
"name": "License",
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"reason": "license file detected",
"documentation_url": "https://github.com/ossf/scorecard/blob/c395761df6afe1a69e476bc60a013a94bcbc153f/docs/checks.md#license"
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{
"name": "Maintained",
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"documentation_url": "https://github.com/ossf/scorecard/blob/c395761df6afe1a69e476bc60a013a94bcbc153f/docs/checks.md#maintained"
},
{
"name": "Packaging",
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"reason": "packaging workflow detected",
"documentation_url": "https://github.com/ossf/scorecard/blob/c395761df6afe1a69e476bc60a013a94bcbc153f/docs/checks.md#packaging"
},
{
"name": "Pinned-Dependencies",
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"reason": "dependency not pinned by hash detected -- score normalized to 0",
"documentation_url": "https://github.com/ossf/scorecard/blob/c395761df6afe1a69e476bc60a013a94bcbc153f/docs/checks.md#pinned-dependencies"
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{
"name": "SAST",
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"documentation_url": "https://github.com/ossf/scorecard/blob/c395761df6afe1a69e476bc60a013a94bcbc153f/docs/checks.md#sast"
},
{
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"reason": "security policy file detected",
"documentation_url": "https://github.com/ossf/scorecard/blob/c395761df6afe1a69e476bc60a013a94bcbc153f/docs/checks.md#security-policy"
},
{
"name": "Signed-Releases",
"score": null,
"reason": "no releases found",
"documentation_url": "https://github.com/ossf/scorecard/blob/c395761df6afe1a69e476bc60a013a94bcbc153f/docs/checks.md#signed-releases"
},
{
"name": "Token-Permissions",
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"documentation_url": "https://github.com/ossf/scorecard/blob/c395761df6afe1a69e476bc60a013a94bcbc153f/docs/checks.md#token-permissions"
},
{
"name": "Vulnerabilities",
"score": 7,
"reason": "3 existing vulnerabilities detected",
"documentation_url": "https://github.com/ossf/scorecard/blob/c395761df6afe1a69e476bc60a013a94bcbc153f/docs/checks.md#vulnerabilities"
}
],
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"has_security_policy": false,
"has_dependabot_config": true
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},
"config": {
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"disabled_categories": [],
"disabled_components": {}
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"source": {
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"name": "riffer",
"owner": "janeapp"
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"metrics": {
"overall": {
"key": "overall",
"band": "good",
"name": "Overall health",
"note": null,
"notes": [],
"value": 72,
"inputs": {
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"vitality": 90,
"community": 48,
"governance": 69,
"engineering": 76
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"components": []
},
"categories": [
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"key": "vitality",
"band": "excellent",
"name": "Vitality",
"value": 90,
"weight": 0.22,
"metrics": [
{
"key": "development_activity",
"band": "good",
"name": "Development activity",
"note": null,
"notes": [],
"value": 84,
"inputs": {
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"human_commit_share": 0.48,
"days_since_last_push": 0,
"active_weeks_last_year": 29
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"components": [
{
"key": "push_recency",
"name": "Push recency",
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"points": 36,
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"max_points": 36
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{
"key": "commit_cadence",
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"detail": "29/52 weeks with commits",
"points": 20.1,
"status": "partial",
"details": [
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"code": "commit_cadence_weeks",
"params": {
"weeks": 29
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}
],
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{
"key": "commit_volume",
"name": "Commit volume",
"detail": "330 commits in the last year",
"points": 18,
"status": "met",
"details": [
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],
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{
"key": "openssf_scorecard_maintained",
"name": "OpenSSF Scorecard: Maintained",
"detail": "30 commit(s) and 1 issue activity found in the last 90 days -- score normalized to 10",
"points": 10,
"status": "met",
"details": [],
"max_points": 10
}
]
},
{
"key": "release_discipline",
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"name": "Release discipline",
"note": "Excluded from scoring (no data or not applicable): OpenSSF Scorecard: Signed-Releases. Remaining weights renormalized.",
"notes": [
{
"code": "excluded_no_data",
"params": {
"components": [
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}
},
{
"code": "weights_renormalized",
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],
"value": 100,
"inputs": {
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"latest_release_tag": "riffer/v0.38.0",
"releases_from_tags": false,
"days_since_latest_release": 0,
"mean_days_between_releases": 5.4
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"components": [
{
"key": "ships_releases",
"name": "Ships releases",
"detail": "53 releases published",
"points": 27,
"status": "met",
"details": [
{
"code": "releases_published",
"params": {
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}
],
"max_points": 27
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{
"key": "release_recency",
"name": "Release recency",
"detail": "latest release 0 days ago",
"points": 36,
"status": "met",
"details": [
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"code": "release_recency",
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{
"key": "release_cadence",
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"points": 27,
"status": "met",
"details": [
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{
"key": "openssf_scorecard_signed_releases",
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"points": 0,
"status": "excluded",
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]
},
{
"key": "abandonment",
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"note": null,
"notes": [],
"value": 100,
"inputs": {
"cap": null,
"state": "maintained",
"guards": [],
"signals": [],
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"multiplier_pct": 100,
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"components": [
{
"key": "project_is_still_maintained",
"name": "Project is still maintained",
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"status": "met",
"details": [
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"code": "abandonment_maintained",
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}
],
"max_points": 100
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]
}
],
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},
{
"key": "community",
"band": "at_risk",
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"value": 48,
"weight": 0.18,
"metrics": [
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"key": "popularity",
"band": "critical",
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"note": null,
"notes": [],
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"inputs": {
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"stars": 11,
"watchers": 1,
"growth_state": "unverified",
"growth_factor_pct": 100,
"growth_unverified_reason": "below_threshold"
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"components": [
{
"key": "stars",
"name": "Stars",
"detail": "11 stars",
"points": 16.2,
"status": "partial",
"details": [
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"code": "stars",
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}
],
"max_points": 60
},
{
"key": "forks",
"name": "Forks",
"detail": "6 forks",
"points": 5.8,
"status": "partial",
"details": [
{
"code": "forks",
"params": {
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}
],
"max_points": 25
},
{
"key": "watchers",
"name": "Watchers",
"detail": "1 watchers",
"points": 0,
"status": "missed",
"details": [
{
"code": "watchers",
"params": {
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}
}
],
"max_points": 15
}
]
},
{
"key": "community_health",
"band": "moderate",
"name": "Community health",
"note": null,
"notes": [],
"value": 65,
"inputs": {
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"has_license": true,
"has_contributing": false,
"has_issue_template": false,
"has_code_of_conduct": true,
"has_pull_request_template": false
},
"components": [
{
"key": "readme",
"name": "README",
"detail": null,
"points": 22.5,
"status": "met",
"details": [],
"max_points": 22.5
},
{
"key": "license",
"name": "License",
"detail": "recognized license (MIT)",
"points": 22.5,
"status": "met",
"details": [
{
"code": "license_standard",
"params": {}
},
{
"code": "license_spdx",
"params": {
"spdx": "MIT"
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}
],
"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",
"band": "moderate",
"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",
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],
"value": 64,
"inputs": {
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"dependents": null,
"ecosystems": "rubygems",
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"monthly_downloads": null
},
"components": [
{
"key": "total_downloads",
"name": "Total downloads",
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"points": 51.1,
"status": "partial",
"details": [
{
"code": "downloads_total",
"params": {
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}
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},
{
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"weight": 0.24,
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{
"key": "maintainer_resilience",
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{
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{
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]
},
{
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{
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{
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{
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]
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{
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"notes": [],
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{
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{
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],
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]
}
],
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},
{
"key": "engineering",
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"name": "Engineering Quality",
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"weight": 0.2,
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"notes": [],
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"code": "ci_workflows",
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{
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]
},
{
"key": "documentation",
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"note": null,
"notes": [],
"value": 90,
"inputs": {
"topics": [
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"key": "topics",
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"details": [
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"code": "topics_count",
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}
],
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{
"key": "wiki",
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"points": 0,
"status": "missed",
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}
]
}
],
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},
{
"key": "security",
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"name": "Security",
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"weight": 0.16,
"metrics": [
{
"key": "security_posture",
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"notes": [
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"code": "excluded_no_data",
"params": {
"components": [
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}
},
{
"code": "weights_renormalized",
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],
"value": 67,
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"source": "openssf_scorecard",
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"scorecard_version": "v5.5.0",
"checks_inconclusive": 1,
"scorecard_aggregate": 6.7
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"components": [
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"key": "binary_artifacts",
"name": "Binary-Artifacts",
"detail": "no binaries found in the repo",
"points": 7.5,
"status": "met",
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},
{
"key": "branch_protection",
"name": "Branch-Protection",
"detail": "branch protection is not maximal on development and all release branches",
"points": 3.8,
"status": "partial",
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{
"key": "ci_tests",
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"points": 2.2,
"status": "partial",
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},
{
"key": "cii_best_practices",
"name": "CII-Best-Practices",
"detail": "no effort to earn an OpenSSF best practices badge detected",
"points": 0,
"status": "missed",
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{
"key": "code_review",
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{
"key": "contributors",
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"points": 1.5,
"status": "partial",
"details": [],
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},
{
"key": "dangerous_workflow",
"name": "Dangerous-Workflow",
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"points": 10,
"status": "met",
"details": [],
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},
{
"key": "dependency_update_tool",
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"detail": "update tool detected",
"points": 7.5,
"status": "met",
"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": "30 commit(s) and 1 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 detected",
"points": 5,
"status": "met",
"details": [],
"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",
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},
{
"key": "security_policy",
"name": "Security-Policy",
"detail": "security policy file detected",
"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",
"name": "Token-Permissions",
"detail": "detected GitHub workflow tokens with excessive permissions",
"points": 0,
"status": "missed",
"details": [],
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{
"key": "vulnerabilities",
"name": "Vulnerabilities",
"detail": "3 existing vulnerabilities detected",
"points": 5.2,
"status": "partial",
"details": [],
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]
},
{
"key": "dependency_advisories",
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}
},
{
"code": "weights_renormalized",
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{
"code": "advisories_scope_repository",
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},
{
"code": "advisories_unassessed",
"params": {
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},
{
"code": "advisories_repo_graph_caveat",
"params": {}
},
{
"code": "advisories_reachability",
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}
],
"value": 100,
"inputs": {
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"affected_packages": 1,
"assessed_packages": 102,
"unassessed_packages": 15,
"affected_by_severity": "high 1",
"direct_affected_packages": 0
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"components": [
{
"key": "direct_dependencies_free_of_known_advisories",
"name": "Direct dependencies free of known advisories",
"detail": "no direct dependency carries a known advisory",
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"details": [
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"code": "no_direct_advisories",
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}
],
"max_points": 35
},
{
"key": "indirect_dependencies_free_of_known_advisories",
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"detail": "transitive set not separable from development and test dependencies in this scope",
"points": 0,
"status": "excluded",
"details": [
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"code": "advisories_scope_not_separable",
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}
],
"max_points": 25
},
{
"key": "no_advisories_left_outstanding",
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"detail": "no advisory carries a publication date",
"points": 0,
"status": "excluded",
"details": [
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"code": "advisories_no_publication_date",
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],
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}
]
},
{
"key": "malicious_dependencies",
"band": "excellent",
"name": "Malicious dependencies",
"note": null,
"notes": [],
"value": 100,
"inputs": {
"source": "osv",
"meaning": "reported as a malicious package by the OpenSSF corpus; the remedy is removal or moving off the compromised name, never an upgrade of the same artifact. Versions the registry has since pulled are listed but not scored",
"packages": [],
"red_flag": false,
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"direct_malicious_packages": 0,
"withdrawn_malicious_packages": 0,
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"components": [
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"name": "No dependency reported as a malicious package",
"detail": "no dependency is reported as a malicious package",
"points": 100,
"status": "met",
"details": [
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"code": "no_malicious_dependencies",
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}
],
"max_points": 100
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]
},
{
"key": "high_risk_jurisdiction_exposure",
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"name": "High-Risk Jurisdiction Exposure",
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"notes": [
{
"code": "jurisdiction_evidence_limits",
"params": {}
}
],
"value": 100,
"inputs": {
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"red_flag": false,
"exposures": [],
"policy_countries": [
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"Iran",
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"review_only_matches": 0,
"assessed_self_published_locations": 6
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"components": [
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"key": "policy_exposure_multiplier",
"name": "Policy exposure multiplier",
"detail": "no confirmed policy-scope location match",
"points": 100,
"status": "met",
"details": [
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"code": "jurisdiction_no_match",
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}
],
"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",
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"name": "AI Readiness",
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"weight": 0,
"metrics": [
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"key": "ai_agent_context",
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"note": null,
"notes": [],
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{
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"points": 0,
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{
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"status": "met",
"details": [
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"code": "legible_history",
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}
],
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]
},
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"notes": [],
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"inputs": {
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{
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{
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{
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}
],
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{
"key": "demonstrated_agent_practice",
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"points": 10,
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"details": [
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}
],
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},
{
"key": "automated_maintenance",
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"status": "met",
"details": [
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"code": "dependency_bot_commits",
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}
],
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},
{
"key": "openssf_scorecard_pinned_dependencies",
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"status": "missed",
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]
},
{
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"notes": [],
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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 v1.13.0, schema v0.23.0 — full methodology · metrics wiki.
