Azure/msi-acrpull holds a health index of 90 out of 100, placing it in the Excellent band. It scores highest on Security (85/100) and lowest on Community & Adoption (54/100). It was last updated 3 days ago. 2 contributors account for most of its recent work.
90
overall / 100
Excellent
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.
90
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 76 is calibrated to 90 on the published index scale (record calibration 2026-08-02).
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
1
affected_packages
1
assessed_packages
87
unassessed_packages
0
affected_by_severity
unknown 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 87 resolved dependencies against OSV. This repository publishes no package the index resolves, so the repository dependency graph was assessed instead. That graph mixes development and test pins with shipped dependencies, so only the declared runtime dependencies are scored; transitive findings are reported as context and excluded from the score. Reachability is not analyzed.
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.
Manageable file sizes — 2/28 source files over 60KB
Inputs used
primary_language
Go
largest_source_bytes
111,725
source_files_sampled
28
oversized_source_files
2
Key facts
27GitHub stars
16contributors
36commits, last 12 months
3days since last push
28releases
2bus factor
3open issues
Gopackage ecosystems
Data collection warnings
Star history unavailable: GitHub GraphQL error: Resource not accessible by personal access token
More detail
Star and fork history 0 ★ / 27 ⇿
0Stars
27Forks
28Releases
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 1Patch 26
Each point covers 6 days.
OpenSSF Scorecard 8.1 / 10
8.1aggregate
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 · 2026-08-03 06:26 UTC
Full resolved dependency set from the GitHub dependency graph: 15 direct and 72 indirect (transitive) packages. The transitive closure is complete when the repository commits a lockfile.
This repository publishes no package the index resolves, so its own dependency graph was assessed — 87 packages, which also include development and test pins that never ship: 1 carry known advisories, of which 0 are direct.
Package
Version
Relation
Severity
Advisories
Fixed in
golang.org/x/crypto
v0.54.0
indirect
unknown
1
—
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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{
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"body": "*: clean up references to old secrets before removing them",
"is_bot": false,
"headline": "Merge pull request #100 from Azure/skuznets/cleanup-sa-reference",
"author_name": "Steve Kuznetsov",
"author_login": "stevekuznetsov",
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{
"oid": "0314f7f066d8c4c3b5c682ee0c706a554119596a",
"body": "If a user manages to change the service account into which pull secrets\nare being projected *during* a secret cleanup event, all extraneous\nsecrets need to be cleaned up from the previous service account.\n\nSigned-off-by: Steve Kuznetsov <stekuznetsov@microsoft.com>",
"is_bot": false,
"headline": "*: clean up extraneous pull secrets during serviceaccount change",
"author_name": "Steve Kuznetsov",
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"body": "If the controller notices that extraneous secrets exist that need to be\ncleaned up, it first needs to remove references to those secrets from\nthe service account. This only happens once the new secret exists and is\nreferenced, so there should be no discontinuity in pull credentials.\n\nSigned-off-by: Steve Kuznetsov <stekuznetsov@microsoft.com>",
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"headline": "*: clean up references to old secrets before removing them",
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"body": "internal/controller: order pull secrets",
"is_bot": false,
"headline": "Merge pull request #99 from Azure/skuznets/order-secrets",
"author_name": "Steve Kuznetsov",
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"oid": "dac6dfdfc0a6f3c786f0061bd93770a6b67c0fa5",
"body": "It is not clear that we need to be explicitly opting into some tiny\nsubset of linters instead of using the default set.\n\nSigned-off-by: Steve Kuznetsov <stekuznetsov@microsoft.com>",
"is_bot": false,
"headline": ".golangci.yml: stop micro-managing linters",
"author_name": "Steve Kuznetsov",
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"body": "Newer version of the linter is necessary not to OOM and crash on systems\nrunning Go 1.24\n\nSigned-off-by: Steve Kuznetsov <stekuznetsov@microsoft.com>",
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"headline": ".bingo: bump golangci-lint",
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"body": "The order of pull secrets in the service account record is the order in\nwhich the kubelet uses the secrets to attempt to pull the image during\nPod scheduling. We would like to influence the order of use, to prefer\nusing v1beta2 secrets over v1beta1 secrets when both exist. We can\nachieve this by sorting the list of associated pull secrets when we\nupdate the service account.\n\nSigned-off-by: Steve Kuznetsov <stekuznetsov@microsoft.com>",
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"body": "*: make secret names more easily assumable",
"is_bot": false,
"headline": "Merge pull request #98 from Azure/skuznets/allow-specifying-secret",
"author_name": "Steve Kuznetsov",
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"body": "We explicitly need to allow the controller to adopt secrets during the\nmigration from legacy, so we can re-enable this test once migration is\ncomplete and we remove that controller.\n\nSigned-off-by: Steve Kuznetsov <stekuznetsov@microsoft.com>",
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"body": "Pull secrets created by these controllers will no longer contain hashes\nof the binding name in the secret name unless strictly necessary to\nabide by secret naming rules.\n\nThe controllers now list secrets associated with a binding and manage\nthe list, removing unnecessary secrets. This is required to correctly\nhandle the upgrade from previous versions of the controller.\n\nSigned-off-by: Steve Kuznetsov <stekuznetsov@microsoft.com>",
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"headline": "internal/controller: simplify naming scheme",
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"oid": "d7da98a0d75c7d74dc2b8391868999c6cb2e2ae9",
"body": "In test, there's no need to have multiple replicas. Redeployment will\nstill run leader election, so we continue to test that function, and\ngetting logs is trivial.\n\nSigned-off-by: Steve Kuznetsov <stekuznetsov@microsoft.com>",
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"headline": "config/helm: allow configuring replicas",
"author_name": "Steve Kuznetsov",
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"oid": "92490646fb235620279a286c8ed09c20bf43f285",
"body": "In order to make the name of the pull secret created by this controller\nknown a prioi, and to paper over the backwards-incompatibility necessary\nto support arbitrary length binding names, we need to keep the previous\nlegacy names unchanged. When the controller starts, labels will need to\nbe added to previous secrets so we can filter our informers in the\nfuture.\n\nSigned-off-by: Steve Kuznetsov <stekuznetsov@microsoft.com>",
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"headline": "internal/controller: label legacy secrets instead of cleanup",
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"body": "Ubuntu 20.04 is EOL, there's no need to explicitly use it.\n\nSigned-off-by: Steve Kuznetsov <stekuznetsov@microsoft.com>",
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"headline": ".github: use ubuntu-latest",
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"body": "This reverts commit f202b1a281c34ae05fee6c3b7efb8db09e330aae.\n\nSigned-off-by: Steve Kuznetsov <stekuznetsov@microsoft.com>",
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"headline": "Revert \"*: remove legacy token cleanup controller\"",
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"body": "\r\nadopting suggested change\n\nCo-authored-by: Steve Kuznetsov <stekuznetsov@microsoft.com>",
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"headline": "Update config/helm/templates/leader_election_role.yaml",
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"body": "internal/controller: clamp requeue duration",
"is_bot": false,
"headline": "Merge pull request #95 from Azure/skuznets/clamp-requeue",
"author_name": "Steve Kuznetsov",
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"body": "The Eventually() abstraction ensures that non-nil values are always\npassed to predicates, so we need to pass a sentinel value to mark a\nmissing service account.\n\nSigned-off-by: Steve Kuznetsov <stekuznetsov@microsoft.com>",
"is_bot": false,
"headline": "test: improve SA existence check",
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"body": "Determining whether or not to take action during a reconciliation as\nwell as if or after how long to wait before re-queueing are both\ndependent on `time.Now()`. Previously, it was possible for temporal\ndistance between two calls to `time.Now()` to both direct the\nreconciliation to do nothing as well as to not re-queue for a future\ntime. Clamping the duration will fix this.\n\nSigned-off-by: Steve Kuznetsov <stekuznetsov@microsoft.com>",
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"headline": "internal/controller: clamp requeue duration",
"author_name": "Steve Kuznetsov",
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"body": "Dockerfile: use MCR for images",
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"headline": "Merge pull request #94 from Azure/skuznets/use-mcr",
"author_name": "Steve Kuznetsov",
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{
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"body": "Previously, we were seeing test failures creating Pods with no\nServiceAccount attached, as the default service account had not yet been\npopulated into the namespace created for the test:\n\n e2e_test.go:558: failed to create Pod v1beta2-msi-scoped: pods \"fail\"\n is forbidden: error looking up servi\n[…]\ni-scoped/default:\n serviceaccount \"default\" not found\n\nWe can add an explicit wait for this service account in order to quash\nthe flakes.\n\nSigned-off-by: Steve Kuznetsov <stekuznetsov@microsoft.com>",
"is_bot": false,
"headline": "test/e2e: wait for default serviceaccount to be populated",
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"oid": "e8e96346b99be1b004668850820dcd49496a1b17",
"body": "Not only do we benefit from owning the sources for the images we use to\nbuild this project, but we also run the risk of rate-limiting and\noutages on other registries impacting our ability to ship if we don't.\n\nSigned-off-by: Steve Kuznetsov <stekuznetsov@microsoft.com>",
"is_bot": false,
"headline": "Dockerfile: use MCR for images",
"author_name": "Steve Kuznetsov",
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"body": "*: clear errors when credential provisioning succeeds",
"is_bot": false,
"headline": "Merge pull request #93 from Azure/skuznets/clear-errors",
"author_name": "Steve Kuznetsov",
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"body": "Signed-off-by: Steve Kuznetsov <stekuznetsov@microsoft.com>",
"is_bot": false,
"headline": "v1beta1: honor scope changes",
"author_name": "Steve Kuznetsov",
"author_login": "stevekuznetsov",
"committed_at": "2025-02-18T23:20:00Z",
"body_truncated": false,
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{
"oid": "a6b66f058646d645bbc8c525a52dbd01ca9949d7",
"body": "If a pull binding is successfully realized, then new errors occur, we\nshould add the error message while retaining information about the last\nprovisioning and expiry times that remain valid. When the reconciler\nsucceeds, we should then clear the error message.\n\nSigned-off-by: Steve Kuznetsov <stekuznetsov@microsoft.com>",
"is_bot": false,
"headline": "*: clear errors when credential provisioning succeeds",
"author_name": "Steve Kuznetsov",
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"body": "*: remove legacy token cleanup controller",
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"headline": "Merge pull request #92 from Azure/skuznets/remove-legacy",
"author_name": "Steve Kuznetsov",
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"body": "Signed-off-by: Steve Kuznetsov <stekuznetsov@microsoft.com>",
"is_bot": false,
"headline": "*: bump Go, linter",
"author_name": "Steve Kuznetsov",
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{
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"body": "We require that users upgrade to an older version of this controller in\norder to clean up their legacy token names, after which point there is\nno need to clean anything up again.\n\nSigned-off-by: Steve Kuznetsov <stekuznetsov@microsoft.com>",
"is_bot": false,
"headline": "*: remove legacy token cleanup controller",
"author_name": "Steve Kuznetsov",
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"body": "Since we're configuring VAP on extremely sensitive GVKs, if we do not\nfail open, the cluster will cease to function as e.g. kubelet can't\ncreate SA tokens for Pods.\n\nSigned-off-by: Steve Kuznetsov <stekuznetsov@microsoft.com>",
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"headline": "config: configure VAP to fail open",
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"body": "vap: allow removing legacy pull tokens",
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"headline": "Merge pull request #91 from Azure/skuznets/allow-legacy-renaming",
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"body": "The legacy naming controller needs to be able to remove old pull\ncredential names from the service account. We can remove this in the\nnext release.\n\nSigned-off-by: Steve Kuznetsov <stekuznetsov@microsoft.com>",
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"headline": "vap: allow removing legacy pull tokens",
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"headline": "Merge pull request #85 from Azure/skuznets/kubectl-get-output",
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"body": "Users should be able to tell at a glance what the pull binding is for\nand whether or not there were any errors in generating the token.\n\nSigned-off-by: Steve Kuznetsov <stekuznetsov@microsoft.com>",
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"points": 6.8,
"status": "partial",
"details": [],
"max_points": 7.5
}
]
},
{
"key": "dependency_advisories",
"band": "exceptional",
"name": "Dependency advisories",
"note": "Excluded from scoring (no data or not applicable): Indirect dependencies free of known advisories, No advisories left outstanding. Remaining weights renormalized. Matched 87 resolved dependencies against OSV. This repository publishes no package the index resolves, so the repository dependency graph was assessed instead. That graph mixes development and test pins with shipped dependencies, so only the declared runtime dependencies are scored; transitive findings are reported as context and excluded from the score. Reachability is not analyzed.",
"notes": [
{
"code": "excluded_no_data",
"params": {
"components": [
"indirect_dependencies_free_of_known_advisories",
"no_advisories_left_outstanding"
]
}
},
{
"code": "weights_renormalized",
"params": {}
},
{
"code": "advisories_scope_repository",
"params": {
"assessed": 87
}
},
{
"code": "advisories_repo_graph_caveat",
"params": {}
},
{
"code": "advisories_reachability",
"params": {}
}
],
"value": 100,
"inputs": {
"source": "osv",
"advisories": 1,
"affected_packages": 1,
"assessed_packages": 87,
"unassessed_packages": 0,
"affected_by_severity": "unknown 1",
"direct_affected_packages": 0
},
"components": [
{
"key": "direct_dependencies_free_of_known_advisories",
"name": "Direct dependencies free of known advisories",
"detail": "no direct dependency carries a known advisory",
"points": 35,
"status": "met",
"details": [
{
"code": "no_direct_advisories",
"params": {}
}
],
"max_points": 35
},
{
"key": "indirect_dependencies_free_of_known_advisories",
"name": "Indirect dependencies free of known advisories",
"detail": "transitive set not separable from development and test dependencies in this scope",
"points": 0,
"status": "excluded",
"details": [
{
"code": "advisories_scope_not_separable",
"params": {}
}
],
"max_points": 25
},
{
"key": "no_advisories_left_outstanding",
"name": "No advisories left outstanding",
"detail": "no advisory carries a publication date",
"points": 0,
"status": "excluded",
"details": [
{
"code": "advisories_no_publication_date",
"params": {}
}
],
"max_points": 40
}
]
},
{
"key": "malicious_dependencies",
"band": "exceptional",
"name": "Malicious dependencies",
"note": null,
"notes": [],
"value": 100,
"inputs": {
"source": "osv",
"meaning": "reported as a malicious package by the OpenSSF corpus; the remedy is removal or moving off the compromised name, never an upgrade of the same artifact. Versions the registry has since pulled are listed but not scored",
"packages": [],
"red_flag": false,
"assessed_packages": 87,
"malicious_packages": 0,
"direct_malicious_packages": 0,
"withdrawn_malicious_packages": 0,
"installable_malicious_packages": 0
},
"components": [
{
"key": "no_dependency_reported_as_a_malicious_package",
"name": "No dependency reported as a malicious package",
"detail": "no dependency is reported as a malicious package",
"points": 100,
"status": "met",
"details": [
{
"code": "no_malicious_dependencies",
"params": {}
}
],
"max_points": 100
}
]
},
{
"key": "high_risk_jurisdiction_exposure",
"band": "exceptional",
"name": "High-Risk Jurisdiction Exposure",
"note": "Only high-confidence self-published location evidence affects this multiplier. Ambiguous matches are review-only; country evidence is not proof of nationality, citizenship, legal registration, malicious intent, or sanctions status.",
"notes": [
{
"code": "jurisdiction_evidence_limits",
"params": {}
}
],
"value": 100,
"inputs": {
"meaning": "self-published location evidence; not nationality or citizenship",
"red_flag": false,
"exposures": [],
"policy_countries": [
"Russia",
"Iran",
"North Korea"
],
"commit_weight_rule": {
"min_commits": 50,
"min_commit_share": 0.1
},
"review_only_matches": 0,
"below_threshold_exposures": [],
"assessed_self_published_locations": 11
},
"components": [
{
"key": "policy_exposure_multiplier",
"name": "Policy exposure multiplier",
"detail": "no confirmed policy-scope location match",
"points": 100,
"status": "met",
"details": [
{
"code": "jurisdiction_no_match",
"params": {}
}
],
"max_points": 100
}
]
}
],
"description": "Are visible security and supply-chain practices strong, with no malicious dependency and no unresolved high-risk jurisdiction exposure?"
},
{
"key": "ai_readiness",
"band": "good",
"name": "AI Readiness",
"value": 72,
"weight": 0.04,
"metrics": [
{
"key": "ai_agent_context",
"band": "weak",
"name": "Agent context & guidance",
"note": null,
"notes": [],
"value": 40,
"inputs": {
"has_llms_txt": false,
"legible_history_share": 0.766,
"agent_instruction_files": [],
"agent_instruction_max_bytes": null
},
"components": [
{
"key": "agent_instructions",
"name": "Agent instructions",
"detail": "no CLAUDE.md / AGENTS.md / editor rules",
"points": 0,
"status": "missed",
"details": [
{
"code": "no_agent_instructions",
"params": {}
}
],
"max_points": 45
},
{
"key": "machine_readable_docs_llms_txt",
"name": "Machine-readable docs (llms.txt)",
"detail": null,
"points": 0,
"status": "missed",
"details": [],
"max_points": 15
},
{
"key": "legible_commit_history",
"name": "Legible commit history",
"detail": "72 of 94 human commits state their intent (structured subject or explanatory body)",
"points": 40,
"status": "met",
"details": [
{
"code": "legible_history",
"params": {
"legible": 72,
"sampled": 94
}
}
],
"max_points": 40
}
]
},
{
"key": "ai_verify_loop",
"band": "excellent",
"name": "Verify loop (build / test / typecheck)",
"note": null,
"notes": [],
"value": 86,
"inputs": {
"has_nix": false,
"has_tests": true,
"lockfiles": [
"go.sum"
],
"has_dockerfile": true,
"typed_language": true,
"bootstrap_files": [
"Makefile",
"test/Makefile"
],
"has_devcontainer": false,
"has_linter_config": true,
"typecheck_configs": [],
"agent_commit_share": 0.01,
"toolchain_manifests": [
".bingo/go.mod",
"go.mod"
],
"dependency_bot_commit_share": 0.06
},
"components": [
{
"key": "one_command_bootstrap",
"name": "One-command bootstrap",
"detail": "Makefile, test/Makefile",
"points": 18,
"status": "met",
"details": [
{
"code": "file_list",
"params": {
"files": "Makefile, test/Makefile"
}
}
],
"max_points": 18
},
{
"key": "automated_tests",
"name": "Automated tests",
"detail": null,
"points": 22,
"status": "met",
"details": [],
"max_points": 22
},
{
"key": "lint_format_config",
"name": "Lint / format config",
"detail": ".golangci.yml",
"points": 11,
"status": "met",
"details": [
{
"code": "file_list",
"params": {
"files": ".golangci.yml"
}
}
],
"max_points": 11
},
{
"key": "static_type_checking",
"name": "Static type checking",
"detail": "Go (statically typed)",
"points": 11,
"status": "met",
"details": [
{
"code": "statically_typed_language",
"params": {
"language": "Go"
}
}
],
"max_points": 11
},
{
"key": "reproducible_environment",
"name": "Reproducible environment",
"detail": "Dockerfile, lockfile",
"points": 10,
"status": "met",
"details": [
{
"code": "file_list",
"params": {
"files": "Dockerfile, lockfile"
}
}
],
"max_points": 10
},
{
"key": "demonstrated_agent_practice",
"name": "Demonstrated agent practice",
"detail": "1 of the last 100 commits agent-authored or agent-credited",
"points": 2,
"status": "partial",
"details": [
{
"code": "agent_authored_commits",
"params": {
"count": 1,
"sampled": 100
}
}
],
"max_points": 10
},
{
"key": "automated_maintenance",
"name": "Automated maintenance",
"detail": "6 of the last 100 commits are automated dependency updates",
"points": 8,
"status": "met",
"details": [
{
"code": "dependency_bot_commits",
"params": {
"count": 6,
"sampled": 100
}
}
],
"max_points": 8
},
{
"key": "openssf_scorecard_pinned_dependencies",
"name": "OpenSSF Scorecard: Pinned-Dependencies",
"detail": "dependency not pinned by hash detected -- score normalized to 4",
"points": 4,
"status": "partial",
"details": [],
"max_points": 10
}
]
},
{
"key": "ai_code_legibility",
"band": "exceptional",
"name": "Code legibility for models",
"note": null,
"notes": [],
"value": 96,
"inputs": {
"primary_language": "Go",
"largest_source_bytes": 111725,
"source_files_sampled": 28,
"oversized_source_files": 2
},
"components": [
{
"key": "type_checkable_code",
"name": "Type-checkable code",
"detail": "Go (statically typed)",
"points": 45,
"status": "met",
"details": [
{
"code": "statically_typed_language",
"params": {
"language": "Go"
}
}
],
"max_points": 45
},
{
"key": "manageable_file_sizes",
"name": "Manageable file sizes",
"detail": "2/28 source files over 60KB",
"points": 51.1,
"status": "partial",
"details": [
{
"code": "oversized_source_files",
"params": {
"kb": 60,
"sampled": 28,
"oversized": 2
}
}
],
"max_points": 55
}
]
}
],
"description": "How well is the repo equipped to be developed and maintained with AI coding agents? Carries a deliberately small weight: agent tooling is a real maintenance signal, but its absence must never gate the top of the scale (calibration saturates at raw 91, so 100/100 remains reachable with AI Readiness at zero)."
}
],
"classification": {
"top": [
"application"
],
"labels": [
"network-service"
],
"scores": {
"library": 3,
"application": 5,
"network-service": 4
},
"primary": "network-service",
"evidence": [
{
"tier": "structure",
"label": "application",
"source": "tree.go_main",
"weight": 5
},
{
"tier": "structure",
"label": "network-service",
"source": "tree.helm",
"weight": 4
},
{
"tier": "distribution",
"label": "library",
"source": "registry:go",
"weight": 3
}
],
"artifacts": [],
"confidence": "medium",
"host_extension": false,
"runs_as_process": true,
"consumed_by_code": false
},
"metrics_version": "2.5.0"
},
"warnings": [
"Star history unavailable: GitHub GraphQL error: Resource not accessible by personal access token"
],
"report_type": "repository",
"generated_at": "2026-08-03T06:27:03.659081Z",
"schema_version": "0.30.0",
"badge_url": "https://raw.githubusercontent.com/inspect-software/badges/main/v1/a/Azure/msi-acrpull.svg",
"full_name": "Azure/msi-acrpull",
"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 v0.30.0 — full methodology · metrics wiki.
