Public record
Software health reportschema 0.26.0 · metrics 1.13.0 · 2026-07-22 03:30 UTC

mirastacklabs-ai / mirastack-agents-sdk-go

GoAGPL-3.0★ 0 stars⑂ 0 forkssince Apr 2026View on GitHub ↗

mirastacklabs-ai/mirastack-agents-sdk-go holds a health index of 46 out of 100, placing it in the At risk band. It scores highest on Vitality (80/100) and lowest on Community & Adoption (24/100). It was last updated 2 days ago. A single contributor accounts for most of its recent work.

46
overall / 100
At risk

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.

46
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)
VitalityCommunity &AdoptionSustainability &GovernanceEngineeringQualitySecurityAI Readiness

Score profile

Each axis is a category. The shape matters more than the average — a healthy subject fills the whole shape, while a spike-and-crater profile means strength in one dimension is masking risk in another.

Ownership

8 followers14 public repossince Feb 2026

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

Package ecosystems

RegistryPackageVersionDownloads / moVersionsLast publish
Gogithub.com/mirastacklabs-ai/mirastack-agents-sdk-gov1.14.2-212 days ago

Metrics by category

Vitality

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

80Good · 22% of overall
How it's scored
36/36Push recency — last push 2 days ago
6.9/36Commit cadence — 10/52 weeks with commits
13.4/18Commit volume — 30 commits in the last year
10/10OpenSSF Scorecard: Maintained — 15 commit(s) and 0 issue activity found in the last 90 days -- score normalized to 10
Inputs used
commits_last_year30
human_commit_share1
days_since_last_push2
active_weeks_last_year10

Release discipline

100Excellent
How it's scored
27/27Ships releases — 15 releases published
36/36Release recency — latest release 2 days ago
27/27Release cadence — a release every ~7.9 days
0/10OpenSSF Scorecard: Signed-Releases — no data
Inputs used
releases_count15
latest_release_tagv1.14.2
releases_from_tagsno
days_since_latest_release2
mean_days_between_releases7.9
Excluded from scoring (no data or not applicable): OpenSSF Scorecard: Signed-Releases. Remaining weights renormalized.

Community & Adoption

Does the project have users, downloads, attention, and a welcoming setup for contributors?

24Critical · 18% of overall
How it's scored
0/60Stars — 0 stars
0/25Forks — 0 forks
0/15Watchers — 0 watchers
Inputs used
forks0
stars0
watchers0
growth_stateunverified
growth_factor_pct100
growth_unverified_reasonno_history
How it's scored
22.5/22.5README
22.5/22.5License — recognized license (AGPL-3.0)
0/18CONTRIBUTING guide
0/13.5Code of conduct
0/7.2Issue template
0/6.3PR template
Inputs used
has_readmeyes
has_licenseyes
has_contributingno
has_issue_templateno
has_code_of_conductno
has_pull_request_templateno

Sustainability & Governance

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

36At risk · 24% of overall
How it's scored
9/54Bus factor — 1 contributor(s) cover half of all commits
0/22.5Commit distribution — top contributor authored 100% of commits
1.4/13.5Contributor breadth — 1 contributors
3/10OpenSSF Scorecard: Contributors — project has 1 contributing companies or organizations -- score normalized to 3
Inputs used
bus_factor1
contributors_sampled1
top_contributor_share1
How it's scored
0/46.8Issue resolution — no issues or no data
0/38.3PR acceptance — no decided pull requests or no data
0/15OpenSSF Scorecard: Code-Review — Found 0/30 approved changesets -- score normalized to 0
Inputs used
merged_prs0
open_issues0
closed_issues0
issue_closed_ratio
closed_unmerged_prs0
Excluded from scoring (no data or not applicable): Issue resolution, PR acceptance. Remaining weights renormalized.
How it's scored
30/30Ownership backing — organization-owned
0/20Verified domain
6.9/25Owner reach — 8 followers of mirastacklabs-ai
9.4/25Track record — 14 public repos, account ~0 yr old
Inputs used
followers8
owner_typeOrganization
is_verified
owner_loginmirastacklabs-ai
public_repos14
account_age_days149
How it's scored
25/25Published & resolvable — 1 package(s) on go
35/35Publish recency — latest publish 2 days ago
20/20Version history — 21 published versions
20/20Not deprecated — active, not deprecated or yanked
Inputs used
packagesgithub.com/mirastacklabs-ai/mirastack-agents-sdk-go
ecosystemsgo
any_deprecatedno
min_days_since_publish2

Engineering Quality

Are baseline engineering and documentation practices in place?

52Moderate · 20% of overall
How it's scored
24/24CI workflows — 1 workflow(s)
24/24Tests present
0/16Linter config
0/9.6Pre-commit hooks
0/6.4.editorconfig
0/20OpenSSF Scorecard: CI-Tests — no data
Inputs used
has_ciyes
has_testsyes
has_editorconfigno
has_linter_configno
has_precommit_configno
Excluded from scoring (no data or not applicable): OpenSSF Scorecard: CI-Tests. Remaining weights renormalized.

Documentation

40At risk
How it's scored
30/30README
0/25Documentation directory
0/15Documentation / homepage site
0/10Repository description
0/10Topics
10/10Wiki
Inputs used
topics
has_wikiyes
homepage
has_readmeyes
has_docs_dirno
has_descriptionno

Security

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

31At risk · 16% of overall
How it's scored
7.5/7.5Binary-Artifacts — no binaries found in the repo
0/7.5Branch-Protection — branch protection not enabled on development/release branches
0/2.5CI-Tests — no data
0/2.5CII-Best-Practices — no effort to earn an OpenSSF best practices badge detected
0/7.5Code-Review — Found 0/30 approved changesets -- score normalized to 0
0.8/2.5Contributors — project has 1 contributing companies or organizations -- score normalized to 3
10/10Dangerous-Workflow — no dangerous workflow patterns detected
0/7.5Dependency-Update-Tool — no update tool detected
0/5Fuzzing — project is not fuzzed
2.5/2.5License — license file detected
7.5/7.5Maintained — 15 commit(s) and 0 issue activity found in the last 90 days -- score normalized to 10
0/5Packaging — no data
0/5Pinned-Dependencies — dependency not pinned by hash detected -- score normalized to 0
0/5SAST — no SAST tool detected
0/5Security-Policy — security policy file not detected
0/7.5Signed-Releases — no data
0/7.5Token-Permissions — detected GitHub workflow tokens with excessive permissions
0/7.5Vulnerabilities — 11 existing vulnerabilities detected
Inputs used
sourceopenssf_scorecard
checks_evaluated15
scorecard_versionv5.5.0
checks_inconclusive3
scorecard_aggregate3.1
Excluded from scoring (no data or not applicable): ci_tests, packaging, signed_releases. Remaining weights renormalized.

AI Readiness

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.

63Moderate · 0% of overall
How it's scored
0/45Agent instructions — no CLAUDE.md / AGENTS.md / editor rules
0/15Machine-readable docs (llms.txt)
40/40Legible commit history — 28 of 30 human commits state their intent (structured subject or explanatory body)
Inputs used
has_llms_txtno
legible_history_share0.933
agent_instruction_files
agent_instruction_max_bytes
How it's scored
12.6/18One-command bootstrap — go.mod (toolchain convention, no task runner)
22/22Automated tests
0/11Lint / format config
11/11Static type checking — Go (statically typed)
10/10Reproducible environment — lockfile
10/10Demonstrated agent practice — 7 of the last 30 commits agent-authored or agent-credited
0/8Automated maintenance — no automated dependency updates observed
0/10OpenSSF Scorecard: Pinned-Dependencies — dependency not pinned by hash detected -- score normalized to 0
Inputs used
has_nixno
has_testsyes
lockfilesgo.sum
has_dockerfileno
typed_languageyes
bootstrap_files
has_devcontainerno
has_linter_configno
typecheck_configs
agent_commit_share0.233
toolchain_manifestsgo.mod
dependency_bot_commit_share0
How it's scored
45/45Type-checkable code — Go (statically typed)
55/55Manageable file sizes — 0/44 source files over 60KB
Inputs used
primary_languageGo
largest_source_bytes21,629
source_files_sampled44
oversized_source_files0

Key facts

0GitHub stars
1contributors
30commits, last 12 months
2days since last push
15releases
1bus factor
0open issues
Gopackage ecosystems

Data collection warnings

  • GitHub dependency-graph SBOM unavailable (404); the dependency graph may be disabled for this repository

More detail

OpenSSF Scorecard 3.1 / 10
3.1aggregate

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 · 2026-07-22 03:30 UTC

10Binary-Artifactsno binaries found in the repo
0Branch-Protectionbranch protection not enabled on development/release branches
n/aCI-Testsno pull request found
0CII-Best-Practicesno effort to earn an OpenSSF best practices badge detected
0Code-ReviewFound 0/30 approved changesets -- score normalized to 0
3Contributorsproject has 1 contributing companies or organizations -- score normalized to 3
10Dangerous-Workflowno dangerous workflow patterns detected
0Dependency-Update-Toolno update tool detected
0Fuzzingproject is not fuzzed
10Licenselicense file detected
10Maintained15 commit(s) and 0 issue activity found in the last 90 days -- score normalized to 10
n/aPackagingpackaging workflow not detected
0Pinned-Dependenciesdependency not pinned by hash detected -- score normalized to 0
0SASTno SAST tool detected
0Security-Policysecurity policy file not detected
n/aSigned-Releasesno releases found
0Token-Permissionsdetected GitHub workflow tokens with excessive permissions
0Vulnerabilities11 existing vulnerabilities detected
Direct dependencies 11
RegistryPackageVersion constraintManifest
Gogithub.com/google/uuidv1.6.0go.mod
Gogo.opentelemetry.io/contrib/instrumentation/google.golang.org/grpc/otelgrpcv0.60.0go.mod
Gogo.opentelemetry.io/otelv1.43.0go.mod
Gogo.opentelemetry.io/otel/exporters/otlp/otlpmetric/otlpmetricgrpcv1.43.0go.mod
Gogo.opentelemetry.io/otel/exporters/otlp/otlptrace/otlptracegrpcv1.34.0go.mod
Gogo.opentelemetry.io/otel/metricv1.43.0go.mod
Gogo.opentelemetry.io/otel/sdkv1.43.0go.mod
Gogo.opentelemetry.io/otel/sdk/metricv1.43.0go.mod
Gogo.opentelemetry.io/otel/tracev1.43.0go.mod
Gogo.uber.org/zapv1.27.0go.mod
Gogoogle.golang.org/grpcv1.80.0go.mod
All dependencies not collected

The resolved dependency set could not be collected for this report: GitHub dependency-graph SBOM unavailable (404); the dependency graph may be disabled for this repository

Raw JSON report machine-readable
{
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    "repo": {
      "topics": [],
      "is_fork": false,
      "size_kb": 121,
      "has_wiki": true,
      "homepage": null,
      "languages": {
        "Go": 227627
      },
      "pushed_at": "2026-07-19T08:30:21Z",
      "created_at": "2026-04-01T08:06:09Z",
      "owner_type": "Organization",
      "updated_at": "2026-07-19T08:30:31Z",
      "description": null,
      "is_archived": false,
      "is_disabled": false,
      "license_spdx": "AGPL-3.0",
      "default_branch": "main",
      "license_spdx_raw": "AGPL-3.0",
      "primary_language": "Go",
      "significant_languages": [
        "Go"
      ]
    },
    "owner": {
      "blog": null,
      "name": "MIRASTACK LABS PRIVATE LIMITED",
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      "avatar_url": "https://avatars.githubusercontent.com/u/263104162?v=4",
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      "account_age_days": 149
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    "license": {
      "state": "standard",
      "spdx_id": "AGPL-3.0",
      "raw_spdx": "AGPL-3.0",
      "file_present": true,
      "scorecard_found": true,
      "profile_has_license": true
    },
    "activity": {
      "releases": [
        {
          "tag": "v1.14.2",
          "kind": "patch",
          "published_at": "2026-07-19T08:31:47Z"
        },
        {
          "tag": "v1.14.1",
          "kind": "patch",
          "published_at": "2026-07-18T16:43:24Z"
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          "tag": "v1.14.0",
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          "kind": "patch",
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          "tag": "v1.13.0",
          "kind": "minor",
          "published_at": "2026-07-17T15:55:40Z"
        },
        {
          "tag": "v1.12.0",
          "kind": "minor",
          "published_at": "2026-07-12T08:34:27Z"
        },
        {
          "tag": "v1.11.0",
          "kind": "minor",
          "published_at": "2026-06-02T02:22:12Z"
        },
        {
          "tag": "v1.10.1",
          "kind": "patch",
          "published_at": "2026-05-21T04:57:38Z"
        },
        {
          "tag": "v1.10.0",
          "kind": "minor",
          "published_at": "2026-05-19T06:35:55Z"
        },
        {
          "tag": "v1.9.0",
          "kind": "minor",
          "published_at": "2026-05-09T15:05:09Z"
        },
        {
          "tag": "v1.8.0",
          "kind": "minor",
          "published_at": "2026-05-01T08:08:58Z"
        },
        {
          "tag": "v1.7.1",
          "kind": "patch",
          "published_at": "2026-04-30T05:24:08Z"
        },
        {
          "tag": "v1.7.0",
          "kind": "minor",
          "published_at": "2026-04-29T17:29:45Z"
        },
        {
          "tag": "v1.6.0",
          "kind": "minor",
          "published_at": "2026-04-29T03:09:05Z"
        },
        {
          "tag": "v1.4.0",
          "kind": "minor",
          "published_at": "2026-04-15T06:18:51Z"
        }
      ],
      "recent_commits": [
        {
          "oid": "d764c63a39fbb06f69a15744d29341ddb6665d8f",
          "body": "Add structured routing semantics to action definitions with strict validation and wire serialization so engine and agents can enforce fail-closed semantic routing.\n\nCo-authored-by: Cursor <cursoragent@cursor.com>",
          "is_bot": false,
          "headline": "add routing semantics metadata contract to agent SDK",
          "author_name": "aarvee11",
          "author_login": "aarvee11",
          "committed_at": "2026-07-19T08:30:12Z",
          "body_truncated": false,
          "is_coding_agent": true
        },
        {
          "oid": "940983924e718694b2c92220de85ebdc787495eb",
          "body": "Reject colon-qualified target plugin names at the SDK boundary and add regression coverage for native JSON forwarding and validation failures.\n\nCo-authored-by: Cursor <cursoragent@cursor.com>",
          "is_bot": false,
          "headline": "Harden plugin target validation in Agent SDK.",
          "author_name": "aarvee11",
          "author_login": "aarvee11",
          "committed_at": "2026-07-18T16:42:13Z",
          "body_truncated": false,
          "is_coding_agent": true
        },
        {
          "oid": "2a5cd99cf33c470b69f2b14f9613312bdef0339e",
          "body": "Expose JSON-first plugin call helpers while preserving legacy map[string]string behavior for existing agents.\n\nCo-authored-by: Cursor <cursoragent@cursor.com>",
          "is_bot": false,
          "headline": "feat(context): add native JSON CallPlugin helpers",
          "author_name": "aarvee11",
          "author_login": "aarvee11",
          "committed_at": "2026-07-18T13:31:24Z",
          "body_truncated": false,
          "is_coding_agent": true
        },
        {
          "oid": "8e4b1ccdee9212ec6bd714e1f53975899ee96bd1",
          "body": "Preserve valid LogsQL quotes and semicolons while still trimming wrapper artifacts, and route log cache helpers through LogsQL-specific sanitization to avoid query corruption.\n\nCo-authored-by: Cursor <cursoragent@cursor.com>",
          "is_bot": false,
          "headline": "fix(cache): sanitize LogsQL safely in cache paths",
          "author_name": "aarvee11",
          "author_login": "aarvee11",
          "committed_at": "2026-07-18T07:59:40Z",
          "body_truncated": false,
          "is_coding_agent": true
        },
        {
          "oid": "411d67da54acdbb81232e4810e0e5e4b542062ad",
          "body": "Extend approval requests with structured context + blast radius fields, add WRITE enum handling in SDK/proto mappings, and expose Embed RPC types in generated service bindings.\n\nCo-authored-by: Cursor <cursoragent@cursor.com>",
          "is_bot": false,
          "headline": "feat(sdk): add approval context and WRITE permission support",
          "author_name": "aarvee11",
          "author_login": "aarvee11",
          "committed_at": "2026-07-17T15:54:24Z",
          "body_truncated": false,
          "is_coding_agent": true
        },
        {
          "oid": "78a2a1f514e4c301d8eee70fa4d847e6b9961c11",
          "body": "Introduce shared telemetry caching, retry, and parsing utilities in the Go agent SDK and document the v1.12.0 release notes for tag-based publication.\n\nCo-authored-by: Cursor <cursoragent@cursor.com>",
          "is_bot": false,
          "headline": "feat(cache): add telemetrycache package for agents",
          "author_name": "aarvee11",
          "author_login": "aarvee11",
          "committed_at": "2026-07-12T08:33:18Z",
          "body_truncated": false,
          "is_coding_agent": true
        },
        {
          "oid": "242c6b077dcaee907b821fe09905d6478d86ce50",
          "body": "The engine needs to know the side-effect class of the action being\ngated so it can pick the right minimum approver role (engineer for\nMODIFY, admin for ADMIN), surface the right label on the approval\ncard, and run the approval-mode policy check.\n\nPlugins MUST now pass a Permission when calling Reque\n[…]\n0,\nREAD=1, MODIFY=2, ADMIN=3); we never cast across the off-by-one.\n\nBREAKING CHANGE: EngineContext.RequestApproval signature now takes\na 4th argument 'permission Permission'. All callers must update.",
          "is_bot": false,
          "headline": "feat(context): add required Permission arg to RequestApproval",
          "author_name": "aarvee11",
          "author_login": "aarvee11",
          "committed_at": "2026-06-02T02:21:03Z",
          "body_truncated": true,
          "is_coding_agent": false
        },
        {
          "oid": "749aea334d29c620b1dad2c1d904687ee8dbd083",
          "body": "The upstream OTLP gRPC exporter feeds OTEL_EXPORTER_OTLP_ENDPOINT through\nnet/url.Parse, which silently produces an empty Host for bare host:port\ninputs (parses as scheme=host / opaque=port) and surfaces as\n\n  traces export: failed to exit idle mode: dns resolver: missing address\n\nWire otlptracegrpc\n[…]\nrpcs://, unix:// schemes as well as bare host:port. The helper\nalso reads the trace-/metrics-specific env overrides ahead of the global\none and supports the standard insecure flag truthy/falsy values.",
          "is_bot": false,
          "headline": "fix(otlp): normalise OTEL endpoint URL to bare host:port",
          "author_name": "aarvee11",
          "author_login": "aarvee11",
          "committed_at": "2026-05-21T04:56:33Z",
          "body_truncated": true,
          "is_coding_agent": false
        },
        {
          "oid": "3cc22b2ee2bd01acb923a3a786565d43778c68e4",
          "body": "…rovider\n\n- New EngineContext.ListKPIs/GetKPI typed engine callbacks reading the\n  tenant's KPI definitions from the engine's Kine-backed KPI store\n  (/mirastack/{tenant_id}/kpis/). Tenant-scoped server-side via the\n  SDK's auto-stamped tenant_id.\n- New KPIView typed struct + ListKPIs/GetKPI gRPC me\n[…]\nequisite: internal/grpcserver.EngineService.ListKPIs+GetKPI\nmust be implemented before plugins relying on these APIs are deployed.\n\nRelease v1.10.0 — lockstep with mirastack-agents-sdk-python v1.10.0.",
          "is_bot": false,
          "headline": "feat(kpi,metrics): add ListKPIs/GetKPI engine callbacks + OTel MeterP…",
          "author_name": "aarvee11",
          "author_login": "aarvee11",
          "committed_at": "2026-05-19T06:34:52Z",
          "body_truncated": true,
          "is_coding_agent": false
        },
        {
          "oid": "ef00eea6ce3485d840b52214208857ce4a787103",
          "body": "Add ChatStreamRequest and ChatTokenResponse types to support\nserver-streaming LLM responses from provider plugins.\n\n- ChatStreamRequest carries prompt params as JSON\n- ChatTokenResponse streams tokens with IsFinal marker\n\nCo-authored-by: Cursor <cursoragent@cursor.com>",
          "is_bot": false,
          "headline": "feat(chat): add ChatStream RPC for LLM streaming support",
          "author_name": "aarvee11",
          "author_login": "aarvee11",
          "committed_at": "2026-05-09T15:04:00Z",
          "body_truncated": false,
          "is_coding_agent": true
        },
        {
          "oid": "50af812e0986d685f045cc71cc459d918f1f375c",
          "body": "Records the v1.5.0 → v1.8.0 release history and codifies that this SDK\nships at matching MAJOR.MINOR tags with mirastack-agents-sdk-python.\nPatch versions remain independent.\n\nAll MIRASTACK agents — Go and Python — track the latest paired SDK\nminor before the engine cuts a release.\n\nMade-with: Cursor",
          "is_bot": false,
          "headline": "docs: add CHANGELOG and lockstep release policy with Python SDK",
          "author_name": "aarvee11",
          "author_login": "aarvee11",
          "committed_at": "2026-05-01T08:35:14Z",
          "body_truncated": false,
          "is_coding_agent": false
        },
        {
          "oid": "90f049f3321c12ba4bf6dbc874e2babb1712fc65",
          "body": "The engine renamed the license cap on distinct operational backend\nkinds from `max_data_source_types` to `max_integration_types` as part\nof the wider Data Sources → Integrations rebrand. The SDK's\nLicenseQuotas struct (consumed by plugins via the EngineContext\nLicenseContext handshake) must follow t\n[…]\nelease where they bump to v1.8.0; plugins that don't read\nthis field continue to compile against v1.7.x without any change and\ncan stay pinned until they need other v1.8.0 features.\n\nMade-with: Cursor",
          "is_bot": false,
          "headline": "feat(license)!: rename MaxDataSourceTypes → MaxIntegrationTypes",
          "author_name": "aarvee11",
          "author_login": "aarvee11",
          "committed_at": "2026-05-01T08:07:36Z",
          "body_truncated": true,
          "is_coding_agent": false
        },
        {
          "oid": "a6245bd2bceae899d7577435881f5b4db7f382ed",
          "body": "Keep tenant binding strict while allowing plugins to wait for engine bootstrap or tenant creation before registering.\n\nMade-with: Cursor",
          "is_bot": false,
          "headline": "feat: add lazy tenant-bound registration",
          "author_name": "aarvee11",
          "author_login": "aarvee11",
          "committed_at": "2026-04-30T05:23:04Z",
          "body_truncated": false,
          "is_coding_agent": false
        },
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      "components": []
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    "categories": [
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        "key": "vitality",
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        "metrics": [
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        "metrics": [
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                "max_points": 60
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              {
                "key": "forks",
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              {
                "key": "watchers",
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          },
          {
            "key": "community_health",
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            "note": null,
            "notes": [],
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            "inputs": {
              "has_readme": true,
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              "has_contributing": false,
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                "key": "license",
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                "points": 22.5,
                "status": "met",
                "details": [
                  {
                    "code": "license_standard",
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                  {
                    "code": "license_spdx",
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                "key": "contributing_guide",
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                "points": 0,
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      {
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        "name": "Sustainability & Governance",
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            "key": "maintainer_resilience",
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            "notes": [],
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            "inputs": {
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                "key": "commit_distribution",
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                "key": "openssf_scorecard_contributors",
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                "status": "partial",
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                "max_points": 10
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            ]
          },
          {
            "key": "responsiveness",
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            "note": "Excluded from scoring (no data or not applicable): Issue resolution, PR acceptance. Remaining weights renormalized.",
            "notes": [
              {
                "code": "excluded_no_data",
                "params": {
                  "components": [
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            "value": 1,
            "inputs": {
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              "issue_closed_ratio": null,
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            "components": [
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                "max_points": 46.75
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                "key": "pr_acceptance",
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                "max_points": 38.25
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              {
                "key": "openssf_scorecard_code_review",
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          },
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            "inputs": {
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            "components": [
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                "key": "ownership_backing",
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                "max_points": 30
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              {
                "key": "verified_domain",
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                "status": "missed",
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              {
                "key": "owner_reach",
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                ],
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              {
                "key": "track_record",
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                  },
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                    "code": "account_age_years",
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                ],
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            ]
          },
          {
            "key": "package_maintenance",
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            "note": null,
            "notes": [],
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            "inputs": {
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              "ecosystems": "go",
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                "key": "published_resolvable",
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                "max_points": 20
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          }
        ],
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                "code": "excluded_no_data",
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              },
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            "inputs": {
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          },
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            ]
          }
        ],
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      {
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        "metrics": [
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            "key": "security_posture",
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              },
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            "value": 31,
            "inputs": {
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                "key": "cii_best_practices",
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                "key": "code_review",
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              {
                "key": "contributors",
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                "key": "dangerous_workflow",
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              },
              {
                "key": "dependency_update_tool",
                "name": "Dependency-Update-Tool",
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                "points": 0,
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                "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": "15 commit(s) and 0 issue activity found in the last 90 days -- score normalized to 10",
                "points": 7.5,
                "status": "met",
                "details": [],
                "max_points": 7.5
              },
              {
                "key": "packaging",
                "name": "Packaging",
                "detail": "packaging workflow not detected",
                "points": 0,
                "status": "excluded",
                "details": [
                  {
                    "code": "no_data",
                    "params": {}
                  }
                ],
                "max_points": 5
              },
              {
                "key": "pinned_dependencies",
                "name": "Pinned-Dependencies",
                "detail": "dependency not pinned by hash detected -- score normalized to 0",
                "points": 0,
                "status": "missed",
                "details": [],
                "max_points": 5
              },
              {
                "key": "sast",
                "name": "SAST",
                "detail": "no SAST tool detected",
                "points": 0,
                "status": "missed",
                "details": [],
                "max_points": 5
              },
              {
                "key": "security_policy",
                "name": "Security-Policy",
                "detail": "security policy file not detected",
                "points": 0,
                "status": "missed",
                "details": [],
                "max_points": 5
              },
              {
                "key": "signed_releases",
                "name": "Signed-Releases",
                "detail": "no releases found",
                "points": 0,
                "status": "excluded",
                "details": [
                  {
                    "code": "no_data",
                    "params": {}
                  }
                ],
                "max_points": 7.5
              },
              {
                "key": "token_permissions",
                "name": "Token-Permissions",
                "detail": "detected GitHub workflow tokens with excessive permissions",
                "points": 0,
                "status": "missed",
                "details": [],
                "max_points": 7.5
              },
              {
                "key": "vulnerabilities",
                "name": "Vulnerabilities",
                "detail": "11 existing vulnerabilities detected",
                "points": 0,
                "status": "missed",
                "details": [],
                "max_points": 7.5
              }
            ]
          },
          {
            "key": "high_risk_jurisdiction_exposure",
            "band": "excellent",
            "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"
              ],
              "review_only_matches": 0,
              "assessed_self_published_locations": 1
            },
            "components": [
              {
                "key": "policy_exposure_multiplier",
                "name": "Policy exposure multiplier",
                "detail": "no confirmed policy-scope location match",
                "points": 100,
                "status": "met",
                "details": [
                  {
                    "code": "jurisdiction_no_match",
                    "params": {}
                  }
                ],
                "max_points": 100
              }
            ]
          }
        ],
        "description": "Are visible security and supply-chain practices strong, with no malicious dependency and no unresolved high-risk jurisdiction exposure?"
      },
      {
        "key": "ai_readiness",
        "band": "moderate",
        "name": "AI Readiness",
        "value": 63,
        "weight": 0,
        "metrics": [
          {
            "key": "ai_agent_context",
            "band": "at_risk",
            "name": "Agent context & guidance",
            "note": null,
            "notes": [],
            "value": 40,
            "inputs": {
              "has_llms_txt": false,
              "legible_history_share": 0.933,
              "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": "28 of 30 human commits state their intent (structured subject or explanatory body)",
                "points": 40,
                "status": "met",
                "details": [
                  {
                    "code": "legible_history",
                    "params": {
                      "legible": 28,
                      "sampled": 30
                    }
                  }
                ],
                "max_points": 40
              }
            ]
          },
          {
            "key": "ai_verify_loop",
            "band": "moderate",
            "name": "Verify loop (build / test / typecheck)",
            "note": null,
            "notes": [],
            "value": 66,
            "inputs": {
              "has_nix": false,
              "has_tests": true,
              "lockfiles": [
                "go.sum"
              ],
              "has_dockerfile": false,
              "typed_language": true,
              "bootstrap_files": [],
              "has_devcontainer": false,
              "has_linter_config": false,
              "typecheck_configs": [],
              "agent_commit_share": 0.233,
              "toolchain_manifests": [
                "go.mod"
              ],
              "dependency_bot_commit_share": 0
            },
            "components": [
              {
                "key": "one_command_bootstrap",
                "name": "One-command bootstrap",
                "detail": "go.mod (toolchain convention, no task runner)",
                "points": 12.6,
                "status": "partial",
                "details": [
                  {
                    "code": "toolchain_convention",
                    "params": {
                      "files": "go.mod"
                    }
                  }
                ],
                "max_points": 18
              },
              {
                "key": "automated_tests",
                "name": "Automated tests",
                "detail": null,
                "points": 22,
                "status": "met",
                "details": [],
                "max_points": 22
              },
              {
                "key": "lint_format_config",
                "name": "Lint / format config",
                "detail": null,
                "points": 0,
                "status": "missed",
                "details": [],
                "max_points": 11
              },
              {
                "key": "static_type_checking",
                "name": "Static type checking",
                "detail": "Go (statically typed)",
                "points": 11,
                "status": "met",
                "details": [
                  {
                    "code": "statically_typed_language",
                    "params": {
                      "language": "Go"
                    }
                  }
                ],
                "max_points": 11
              },
              {
                "key": "reproducible_environment",
                "name": "Reproducible environment",
                "detail": "lockfile",
                "points": 10,
                "status": "met",
                "details": [
                  {
                    "code": "file_list",
                    "params": {
                      "files": "lockfile"
                    }
                  }
                ],
                "max_points": 10
              },
              {
                "key": "demonstrated_agent_practice",
                "name": "Demonstrated agent practice",
                "detail": "7 of the last 30 commits agent-authored or agent-credited",
                "points": 10,
                "status": "met",
                "details": [
                  {
                    "code": "agent_authored_commits",
                    "params": {
                      "count": 7,
                      "sampled": 30
                    }
                  }
                ],
                "max_points": 10
              },
              {
                "key": "automated_maintenance",
                "name": "Automated maintenance",
                "detail": "no automated dependency updates observed",
                "points": 0,
                "status": "missed",
                "details": [
                  {
                    "code": "no_dependency_automation",
                    "params": {}
                  }
                ],
                "max_points": 8
              },
              {
                "key": "openssf_scorecard_pinned_dependencies",
                "name": "OpenSSF Scorecard: Pinned-Dependencies",
                "detail": "dependency not pinned by hash detected -- score normalized to 0",
                "points": 0,
                "status": "missed",
                "details": [],
                "max_points": 10
              }
            ]
          },
          {
            "key": "ai_code_legibility",
            "band": "excellent",
            "name": "Code legibility for models",
            "note": null,
            "notes": [],
            "value": 100,
            "inputs": {
              "primary_language": "Go",
              "largest_source_bytes": 21629,
              "source_files_sampled": 44,
              "oversized_source_files": 0
            },
            "components": [
              {
                "key": "type_checkable_code",
                "name": "Type-checkable code",
                "detail": "Go (statically typed)",
                "points": 45,
                "status": "met",
                "details": [
                  {
                    "code": "statically_typed_language",
                    "params": {
                      "language": "Go"
                    }
                  }
                ],
                "max_points": 45
              },
              {
                "key": "manageable_file_sizes",
                "name": "Manageable file sizes",
                "detail": "0/44 source files over 60KB",
                "points": 55,
                "status": "met",
                "details": [
                  {
                    "code": "oversized_source_files",
                    "params": {
                      "kb": 60,
                      "sampled": 44,
                      "oversized": 0
                    }
                  }
                ],
                "max_points": 55
              }
            ]
          }
        ],
        "description": "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."
      }
    ],
    "metrics_version": "1.13.0"
  },
  "warnings": [
    "GitHub dependency-graph SBOM unavailable (404); the dependency graph may be disabled for this repository"
  ],
  "report_type": "repository",
  "generated_at": "2026-07-22T03:30:38.041011Z",
  "schema_version": "0.26.0",
  "badge_url": "https://raw.githubusercontent.com/inspect-software/badges/main/v1/m/mirastacklabs-ai/mirastack-agents-sdk-go.svg",
  "full_name": "mirastacklabs-ai/mirastack-agents-sdk-go",
  "license_state": "standard",
  "license_spdx": "AGPL-3.0"
}

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 v0.26.0 — full methodology · metrics wiki.

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