Public recordModerate
Software health reportschema 0.15.0 · metrics 1.13.0 · 2026-07-19 14:09 UTC
GizClaw / flowcraft
Production-grade Go SDK for building AI agents with long-term memory, knowledge retrieval, and voice — runnable as a library, a daemon, or a real-time pipeline.
GizClaw/flowcraft holds a health index of 62 out of 100, placing it in the Moderate band. It scores highest on Vitality (80/100) and lowest on Security (41/100). It was last updated 3 days ago. A single contributor accounts for most of its recent work.
62
overall / 100Software 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.
62
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.
Ownership
GizClawOrganization
4 followers12 public repossince Mar 2026
This repository is backed by an organization — shared, accountable stewardship that can outlive any single maintainer.
Package ecosystems
| Registry | Package | Version | Downloads / mo | Versions | Last publish |
|---|---|---|---|---|---|
| Go | github.com/GizClaw/flowcraft | v0.0.0-20260716084055-d6270ff568ec | - | 1 | 3 days ago |
| Go | github.com/GizClaw/flowcraft/memory | v0.1.7 | - | 8 | 3 days ago |
| Go | github.com/GizClaw/flowcraft/sdk | v0.4.8 | - | 53 | 3 days ago |
| Go | github.com/GizClaw/flowcraft/sdkx | v0.4.10 | - | 46 | 3 days ago |
| Go | github.com/GizClaw/flowcraft/vessel | v0.3.2 | - | 8 | 48 days ago |
| Go | github.com/GizClaw/flowcraft/voice | v0.2.2 | - | 5 | 11 days ago |
Metrics by category
Vitality
Is the project alive — is code being written and are releases shipping?
80
Development activity
73Good
How it's scored
| 36/36 | Push recency — last push 3 days ago |
| 9/36 | Commit cadence — 13/52 weeks with commits |
| 18/18 | Commit volume — 547 commits in the last year |
| 10/10 | OpenSSF Scorecard: Maintained — 30 commit(s) and 30 issue activity found in the last 90 days -- score normalized to 10 |
Inputs used
| commits_last_year | 547 |
| human_commit_share | — |
| days_since_last_push | 3 |
| active_weeks_last_year | 13 |
Release discipline
90Excellent
How it's scored
| 27/27 | Ships releases — 2 releases published |
| 36/36 | Release recency — latest release 69 days ago |
| 27/27 | Release cadence — a release every ~4 days |
| 0/10 | OpenSSF Scorecard: Signed-Releases — Project has not signed or included provenance with any releases. |
Inputs used
| releases_count | 2 |
| latest_release_tag | vesseld/v0.1.0 |
| releases_from_tags | no |
| days_since_latest_release | 69 |
| mean_days_between_releases | 4 |
Community & Adoption
Does the project have users, downloads, attention, and a welcoming setup for contributors?
53
Popularity & adoption
55Moderate
How it's scored
| 43.6/60 | Stars — 486 stars |
| 8.3/25 | Forks — 11 forks |
| 3.3/15 | Watchers — 5 watchers |
Inputs used
| forks | 11 |
| stars | 486 |
| watchers | 5 |
| growth_state | unverified |
| growth_factor_pct | 100 |
| growth_unverified_reason | no_history |
Community health
50Moderate
How it's scored
| 22.5/22.5 | README |
| 22.5/22.5 | License — recognized license (MIT) |
| 0/18 | CONTRIBUTING guide |
| 0/13.5 | Code of conduct |
| 0/7.2 | Issue template |
| 0/6.3 | PR template |
Inputs used
| has_readme | yes |
| has_license | yes |
| has_contributing | no |
| has_issue_template | no |
| has_code_of_conduct | no |
| has_pull_request_template | no |
Sustainability & Governance
Will the project survive its people — bus factor, responsiveness, who backs it, and package upkeep?
59
Maintainer resilience (bus factor)
24Critical
How it's scored
| 9/54 | Bus factor — 1 contributor(s) cover half of all commits |
| 1/22.5 | Commit distribution — top contributor authored 96% of commits |
| 4.1/13.5 | Contributor breadth — 3 contributors |
| 10/10 | OpenSSF Scorecard: Contributors — project has 3 contributing companies or organizations -- score normalized to 10 |
Inputs used
| bus_factor | 1 |
| contributors_sampled | 3 |
| top_contributor_share | 0.956 |
How it's scored
| 45.7/46.8 | Issue resolution — 98% of issues closed |
| 36.6/38.3 | PR acceptance — 182/190 decided PRs merged |
| 0/15 | OpenSSF Scorecard: Code-Review — Found 0/15 approved changesets -- score normalized to 0 |
Inputs used
| merged_prs | 182 |
| open_issues | 1 |
| closed_issues | 42 |
| issue_closed_ratio | 0.977 |
| closed_unmerged_prs | 8 |
Ownership & stewardship
44At risk
How it's scored
| 30/30 | Ownership backing — organization-owned |
| 0/20 | Verified domain |
| 5/25 | Owner reach — 4 followers of GizClaw |
| 8.9/25 | Track record — 12 public repos, account ~0 yr old |
Inputs used
| followers | 4 |
| owner_type | Organization |
| is_verified | — |
| owner_login | GizClaw |
| public_repos | 12 |
| account_age_days | 140 |
Package maintenance
100Excellent
How it's scored
| 25/25 | Published & resolvable — 6 package(s) on go |
| 35/35 | Publish recency — latest publish 3 days ago |
| 20/20 | Version history — 53 published versions |
| 20/20 | Not deprecated — active, not deprecated or yanked |
Inputs used
| packages | github.com/GizClaw/flowcraft, github.com/GizClaw/flowcraft/memory, github.com/GizClaw/flowcraft/sdk, github.com/GizClaw/flowcraft/sdkx, github.com/GizClaw/flowcraft/vessel, github.com/GizClaw/flowcraft/voice |
| ecosystems | go |
| any_deprecated | no |
| min_days_since_publish | 3 |
Engineering Quality
Are baseline engineering and documentation practices in place?
71
Engineering practices
68Moderate
How it's scored
| 24/24 | CI workflows — 12 workflow(s) |
| 24/24 | Tests present |
| 0/16 | Linter config |
| 0/9.6 | Pre-commit hooks |
| 0/6.4 | .editorconfig |
| 20/20 | OpenSSF Scorecard: CI-Tests — 15 out of 15 merged PRs checked by a CI test -- score normalized to 10 |
Inputs used
| has_ci | yes |
| has_tests | yes |
| has_editorconfig | no |
| has_linter_config | no |
| has_precommit_config | no |
Documentation
75Good
How it's scored
| 30/30 | README |
| 25/25 | Documentation directory |
| 0/15 | Documentation / homepage site |
| 10/10 | Repository description |
| 10/10 | Topics — 15 topics |
| 0/10 | Wiki |
Inputs used
| topics | agent-framework, agent-runtime, agents, ai, ai-agents, anthropic, go, golang, llm, llm-orchestration, memory, multi-agent, openai, rag, voice-agent |
| has_wiki | no |
| homepage | — |
| has_readme | yes |
| has_docs_dir | yes |
| has_description | yes |
Security
Are visible security and supply-chain practices strong, without unresolved high-risk jurisdiction exposure?
41
Security posture
41At risk
How it's scored
| 7.5/7.5 | Binary-Artifacts — no binaries found in the repo |
| 0/7.5 | Branch-Protection — no data |
| 2.5/2.5 | CI-Tests — 15 out of 15 merged PRs checked by a CI test -- score normalized to 10 |
| 0/2.5 | CII-Best-Practices — no effort to earn an OpenSSF best practices badge detected |
| 0/7.5 | Code-Review — Found 0/15 approved changesets -- score normalized to 0 |
| 2.5/2.5 | Contributors — project has 3 contributing companies or organizations -- score normalized to 10 |
| 10/10 | Dangerous-Workflow — no dangerous workflow patterns detected |
| 0/7.5 | Dependency-Update-Tool — no update tool detected |
| 0/5 | Fuzzing — project is not fuzzed |
| 2.5/2.5 | License — license file detected |
| 7.5/7.5 | Maintained — 30 commit(s) and 30 issue activity found in the last 90 days -- score normalized to 10 |
| 0/5 | Packaging — no data |
| 0/5 | Pinned-Dependencies — dependency not pinned by hash detected -- score normalized to 0 |
| 0/5 | SAST — SAST tool is not run on all commits -- score normalized to 0 |
| 5/5 | Security-Policy — security policy file detected |
| 0/7.5 | Signed-Releases — Project has not signed or included provenance with any releases. |
| 0/7.5 | Token-Permissions — detected GitHub workflow tokens with excessive permissions |
| 0/7.5 | Vulnerabilities — 25 existing vulnerabilities detected |
Inputs used
| source | openssf_scorecard |
| checks_evaluated | 16 |
| scorecard_version | v5.5.0 |
| checks_inconclusive | 2 |
| scorecard_aggregate | 4.1 |
Excluded from scoring (no data or not applicable): branch_protection, packaging. 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.
51
Agent context & guidance
1Critical
How it's scored
| 0/45 | Agent instructions — no CLAUDE.md / AGENTS.md / editor rules |
| 0/15 | Machine-readable docs (llms.txt) |
| 0/40 | Legible commit history — no data |
Inputs used
| has_llms_txt | no |
| legible_history_share | — |
| agent_instruction_files | — |
| agent_instruction_max_bytes | — |
Excluded from scoring (no data or not applicable): Legible commit history. Remaining weights renormalized.
How it's scored
| 18/18 | One-command bootstrap — Makefile |
| 22/22 | Automated tests |
| 0/11 | Lint / format config |
| 11/11 | Static type checking — Go (statically typed) |
| 10/10 | Reproducible environment — lockfile |
| 0/10 | Demonstrated agent practice — no data |
| 0/8 | Automated maintenance — no data |
| 0/10 | OpenSSF Scorecard: Pinned-Dependencies — dependency not pinned by hash detected -- score normalized to 0 |
Inputs used
| has_nix | no |
| has_tests | yes |
| lockfiles | go.sum |
| has_dockerfile | no |
| typed_language | yes |
| bootstrap_files | Makefile |
| has_devcontainer | no |
| has_linter_config | no |
| typecheck_configs | — |
| agent_commit_share | — |
| toolchain_manifests | — |
| dependency_bot_commit_share | — |
Excluded from scoring (no data or not applicable): Demonstrated agent practice, Automated maintenance. Remaining weights renormalized.
Code legibility for models
100Excellent
How it's scored
| 45/45 | Type-checkable code — Go (statically typed) |
| 54.9/55 | Manageable file sizes — 2/1,679 source files over 60KB |
Inputs used
| primary_language | Go |
| largest_source_bytes | 85,938 |
| source_files_sampled | 1,679 |
| oversized_source_files | 2 |
Machine-readable interfaces
40At risk
How it's scored
| 0/40 | API schema (OpenAPI/GraphQL/proto) |
| 0/20 | MCP server |
| 40/40 | Runnable examples — examples |
Inputs used
| example_dirs | examples |
| has_mcp_signal | no |
| api_schema_files | — |
Key facts
486GitHub stars
3contributors
547commits, last 12 months
3days since last push
2releases
1bus factor
1open 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 4.1 / 10
4.1aggregate
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).
| 10 | Binary-Artifacts | no binaries found in the repo |
| n/a | Branch-Protection | internal error: error during branchesHandler.setup: internal error: some github tokens can't read classic branch protection rules: https://github.com/ossf/scorecard-action/blob/main/docs/authentication/fine-grained-auth-token.md |
| 10 | CI-Tests | 15 out of 15 merged PRs checked by a CI test -- score normalized to 10 |
| 0 | CII-Best-Practices | no effort to earn an OpenSSF best practices badge detected |
| 0 | Code-Review | Found 0/15 approved changesets -- score normalized to 0 |
| 10 | Contributors | project has 3 contributing companies or organizations -- score normalized to 10 |
| 10 | Dangerous-Workflow | no dangerous workflow patterns detected |
| 0 | Dependency-Update-Tool | no update tool detected |
| 0 | Fuzzing | project is not fuzzed |
| 10 | License | license file detected |
| 10 | Maintained | 30 commit(s) and 30 issue activity found in the last 90 days -- score normalized to 10 |
| n/a | Packaging | packaging workflow not detected |
| 0 | Pinned-Dependencies | dependency not pinned by hash detected -- score normalized to 0 |
| 0 | SAST | SAST tool is not run on all commits -- score normalized to 0 |
| 10 | Security-Policy | security policy file detected |
| 0 | Signed-Releases | Project has not signed or included provenance with any releases. |
| 0 | Token-Permissions | detected GitHub workflow tokens with excessive permissions |
| 0 | Vulnerabilities | 25 existing vulnerabilities detected |
Direct dependencies 72
| Registry | Package | Version constraint | Manifest |
|---|---|---|---|
| Go | github.com/GizClaw/flowcraft/sdk | v0.3.17 | eval/go.mod |
| Go | github.com/GizClaw/flowcraft/sdkx | v0.3.9 | eval/go.mod |
| Go | github.com/spf13/cobra | v1.10.2 | eval/go.mod |
| Go | github.com/spf13/pflag | v1.0.9 | eval/go.mod |
| Go | github.com/GizClaw/flowcraft/sdk | v0.4.8 | memory/go.mod |
| Go | github.com/blevesearch/bleve/v2 | v2.6.0 | memory/go.mod |
| Go | github.com/coder/hnsw | v0.6.1 | memory/go.mod |
| Go | github.com/dgraph-io/badger/v4 | v4.9.1 | memory/go.mod |
| Go | github.com/go-ego/gse | v1.0.2 | memory/go.mod |
| Go | github.com/jackc/pgx/v5 | v5.9.2 | memory/go.mod |
| Go | github.com/kljensen/snowball | v0.10.0 | memory/go.mod |
| Go | github.com/pkoukk/tiktoken-go | v0.1.8 | memory/go.mod |
| Go | github.com/rs/xid | v1.6.0 | memory/go.mod |
| Go | github.com/yanyiwu/gojieba | v1.4.7 | memory/go.mod |
| Go | go.opentelemetry.io/otel | v1.40.0 | memory/go.mod |
| Go | go.opentelemetry.io/otel/log | v0.16.0 | memory/go.mod |
| Go | go.opentelemetry.io/otel/metric | v1.40.0 | memory/go.mod |
| Go | golang.org/x/text | v0.35.0 | memory/go.mod |
| Go | gopkg.in/yaml.v3 | v3.0.1 | memory/go.mod |
| Go | modernc.org/sqlite | v1.50.1 | memory/go.mod |
| Go | github.com/blevesearch/bleve/v2 | v2.6.0 | sdk/go.mod |
| Go | github.com/coder/hnsw | v0.6.1 | sdk/go.mod |
| Go | github.com/dgraph-io/badger/v4 | v4.9.1 | sdk/go.mod |
| Go | github.com/dop251/goja | v0.0.0-20260219130522-0ba9a5494a59 | sdk/go.mod |
| Go | github.com/expr-lang/expr | v1.17.8 | sdk/go.mod |
| Go | github.com/oklog/ulid/v2 | v2.1.1 | sdk/go.mod |
| Go | github.com/pkoukk/tiktoken-go | v0.1.8 | sdk/go.mod |
| Go | github.com/robfig/cron/v3 | v3.0.1 | sdk/go.mod |
| Go | github.com/rs/xid | v1.6.0 | sdk/go.mod |
| Go | github.com/yanyiwu/gojieba | v1.4.7 | sdk/go.mod |
| Go | github.com/yuin/gopher-lua | v1.1.1 | sdk/go.mod |
| Go | go.opentelemetry.io/otel | v1.40.0 | sdk/go.mod |
| Go | go.opentelemetry.io/otel/exporters/otlp/otlplog/otlploghttp | v0.16.0 | sdk/go.mod |
| Go | go.opentelemetry.io/otel/exporters/otlp/otlpmetric/otlpmetrichttp | v1.40.0 | sdk/go.mod |
| Go | go.opentelemetry.io/otel/exporters/otlp/otlptrace/otlptracehttp | v1.40.0 | sdk/go.mod |
| Go | go.opentelemetry.io/otel/log | v0.16.0 | sdk/go.mod |
| Go | go.opentelemetry.io/otel/metric | v1.40.0 | sdk/go.mod |
| Go | go.opentelemetry.io/otel/sdk | v1.40.0 | sdk/go.mod |
| Go | go.opentelemetry.io/otel/sdk/log | v0.16.0 | sdk/go.mod |
| Go | go.opentelemetry.io/otel/sdk/log/logtest | v0.16.0 | sdk/go.mod |
| Go | go.opentelemetry.io/otel/sdk/metric | v1.40.0 | sdk/go.mod |
| Go | go.opentelemetry.io/otel/trace | v1.40.0 | sdk/go.mod |
| Go | golang.org/x/sync | v0.20.0 | sdk/go.mod |
| Go | gopkg.in/yaml.v3 | v3.0.1 | sdk/go.mod |
| Go | github.com/GizClaw/flowcraft/memory | v0.1.7 | sdkx/go.mod |
| Go | github.com/GizClaw/flowcraft/sdk | v0.4.8 | sdkx/go.mod |
| Go | github.com/PuerkitoBio/goquery | v1.11.0 | sdkx/go.mod |
| Go | github.com/anthropics/anthropic-sdk-go | v1.26.0 | sdkx/go.mod |
| Go | github.com/go-shiori/go-readability | v0.0.0-20251205110129-5db1dc9836f0 | sdkx/go.mod |
| Go | github.com/jackc/pgx/v5 | v5.9.2 | sdkx/go.mod |
| Go | github.com/microcosm-cc/bluemonday | v1.0.27 | sdkx/go.mod |
| Go | github.com/openai/openai-go | v1.12.0 | sdkx/go.mod |
| Go | github.com/volcengine/volcengine-go-sdk | v1.2.14 | sdkx/go.mod |
| Go | go.opentelemetry.io/otel | v1.40.0 | sdkx/go.mod |
| Go | go.opentelemetry.io/otel/log | v0.16.0 | sdkx/go.mod |
| Go | go.opentelemetry.io/otel/sdk/log | v0.16.0 | sdkx/go.mod |
| Go | go.opentelemetry.io/otel/sdk/log/logtest | v0.16.0 | sdkx/go.mod |
| Go | go.opentelemetry.io/otel/trace | v1.40.0 | sdkx/go.mod |
| Go | golang.org/x/net | v0.52.0 | sdkx/go.mod |
| Go | gopkg.in/natefinch/lumberjack.v2 | v2.2.1 | sdkx/go.mod |
| Go | gopkg.in/yaml.v3 | v3.0.1 | sdkx/go.mod |
| Go | modernc.org/sqlite | v1.50.1 | sdkx/go.mod |
| Go | github.com/GizClaw/flowcraft/sdk | v0.4.2 | vessel/go.mod |
| Go | go.opentelemetry.io/otel/log | v0.16.0 | vessel/go.mod |
| Go | gopkg.in/yaml.v3 | v3.0.1 | vessel/go.mod |
| Go | github.com/GizClaw/flowcraft/memory | v0.1.2 | vessel/go.mod |
| Go | github.com/GizClaw/flowcraft/sdk | v0.3.4 | voice/go.mod |
| Go | github.com/coder/websocket | v1.8.14 | voice/go.mod |
| Go | github.com/pion/webrtc/v4 | v4.2.9 | voice/go.mod |
| Go | github.com/rs/xid | v1.6.0 | voice/go.mod |
| Go | go.opentelemetry.io/otel/metric | v1.40.0 | voice/go.mod |
| Go | go.uber.org/goleak | v1.3.0 | voice/go.mod |
All dependencies not collected
The resolved dependency set could not be collected for this report: GitHub dependency-graph SBOM unavailable (404); the dependency graph may be disabled for this repository
Raw JSON report machine-readable
{
"data": {
"repo": {
"topics": [
"agent-framework",
"agent-runtime",
"agents",
"ai",
"ai-agents",
"anthropic",
"go",
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"llm",
"llm-orchestration",
"memory",
"multi-agent",
"openai",
"rag",
"voice-agent"
],
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},
"pushed_at": "2026-07-16T08:41:16Z",
"created_at": "2026-04-14T07:49:44Z",
"owner_type": "Organization",
"updated_at": "2026-07-16T08:41:21Z",
"description": "Production-grade Go SDK for building AI agents with long-term memory, knowledge retrieval, and voice — runnable as a library, a daemon, or a real-time pipeline.",
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},
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},
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},
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"latest_release_at": "2026-05-11T09:29:23Z",
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"releases_from_tags": false,
"days_since_last_push": 3,
"active_weeks_last_year": 13,
"days_since_latest_release": 69,
"mean_days_between_releases": 4
},
"community": {
"has_readme": true,
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"health_percentage": 50,
"has_issue_template": false,
"has_code_of_conduct": false,
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},
"ecosystem": {
"packages": [
{
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"exists": true,
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"repository_url": "https://github.com/GizClaw/flowcraft",
"versions_count": 1,
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"deprecation_note": null,
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"latest_published_at": "2026-07-16T08:40:55Z",
"latest_version_yanked": null,
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},
{
"name": "github.com/GizClaw/flowcraft/memory",
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"registry_url": "https://pkg.go.dev/github.com/GizClaw/flowcraft/memory",
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"repository_url": "https://github.com/GizClaw/flowcraft",
"versions_count": 8,
"total_downloads": null,
"dependents_count": null,
"deprecation_note": null,
"maintainers_count": null,
"monthly_downloads": null,
"first_published_at": null,
"latest_published_at": "2026-07-16T06:47:48Z",
"latest_version_yanked": null,
"days_since_latest_publish": 3
},
{
"name": "github.com/GizClaw/flowcraft/sdk",
"exists": true,
"license": null,
"keywords": [],
"ecosystem": "go",
"matches_repo": true,
"registry_url": "https://pkg.go.dev/github.com/GizClaw/flowcraft/sdk",
"is_deprecated": false,
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"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": 51,
"weight": 0,
"metrics": [
{
"key": "ai_agent_context",
"band": "critical",
"name": "Agent context & guidance",
"note": "Excluded from scoring (no data or not applicable): Legible commit history. Remaining weights renormalized.",
"notes": [
{
"code": "excluded_no_data",
"params": {
"components": [
"legible_commit_history"
]
}
},
{
"code": "weights_renormalized",
"params": {}
}
],
"value": 1,
"inputs": {
"has_llms_txt": false,
"legible_history_share": null,
"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": "no data",
"points": 0,
"status": "excluded",
"details": [
{
"code": "no_data",
"params": {}
}
],
"max_points": 40
}
]
},
{
"key": "ai_verify_loop",
"band": "good",
"name": "Verify loop (build / test / typecheck)",
"note": "Excluded from scoring (no data or not applicable): Demonstrated agent practice, Automated maintenance. Remaining weights renormalized.",
"notes": [
{
"code": "excluded_no_data",
"params": {
"components": [
"demonstrated_agent_practice",
"automated_maintenance"
]
}
},
{
"code": "weights_renormalized",
"params": {}
}
],
"value": 74,
"inputs": {
"has_nix": false,
"has_tests": true,
"lockfiles": [
"go.sum"
],
"has_dockerfile": false,
"typed_language": true,
"bootstrap_files": [
"Makefile"
],
"has_devcontainer": false,
"has_linter_config": false,
"typecheck_configs": [],
"agent_commit_share": null,
"toolchain_manifests": [],
"dependency_bot_commit_share": null
},
"components": [
{
"key": "one_command_bootstrap",
"name": "One-command bootstrap",
"detail": "Makefile",
"points": 18,
"status": "met",
"details": [
{
"code": "file_list",
"params": {
"files": "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": null,
"points": 0,
"status": "missed",
"details": [],
"max_points": 11
},
{
"key": "static_type_checking",
"name": "Static type checking",
"detail": "Go (statically typed)",
"points": 11,
"status": "met",
"details": [
{
"code": "statically_typed_language",
"params": {
"language": "Go"
}
}
],
"max_points": 11
},
{
"key": "reproducible_environment",
"name": "Reproducible environment",
"detail": "lockfile",
"points": 10,
"status": "met",
"details": [
{
"code": "file_list",
"params": {
"files": "lockfile"
}
}
],
"max_points": 10
},
{
"key": "demonstrated_agent_practice",
"name": "Demonstrated agent practice",
"detail": "no data",
"points": 0,
"status": "excluded",
"details": [
{
"code": "no_data",
"params": {}
}
],
"max_points": 10
},
{
"key": "automated_maintenance",
"name": "Automated maintenance",
"detail": "no data",
"points": 0,
"status": "excluded",
"details": [
{
"code": "no_data",
"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": 85938,
"source_files_sampled": 1679,
"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": "2/1679 source files over 60KB",
"points": 54.9,
"status": "partial",
"details": [
{
"code": "oversized_source_files",
"params": {
"kb": 60,
"sampled": 1679,
"oversized": 2
}
}
],
"max_points": 55
}
]
},
{
"key": "ai_interfaces",
"band": "at_risk",
"name": "Machine-readable interfaces",
"note": null,
"notes": [],
"value": 40,
"inputs": {
"example_dirs": [
"examples"
],
"has_mcp_signal": false,
"api_schema_files": []
},
"components": [
{
"key": "api_schema_openapi_graphql_proto",
"name": "API schema (OpenAPI/GraphQL/proto)",
"detail": null,
"points": 0,
"status": "missed",
"details": [],
"max_points": 40
},
{
"key": "mcp_server",
"name": "MCP server",
"detail": null,
"points": 0,
"status": "missed",
"details": [],
"max_points": 20
},
{
"key": "runnable_examples",
"name": "Runnable examples",
"detail": "examples",
"points": 40,
"status": "met",
"details": [
{
"code": "file_list",
"params": {
"files": "examples"
}
}
],
"max_points": 40
}
]
}
],
"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": "2026-07-19T14:09:34.717612Z",
"schema_version": "0.15.0",
"badge_url": "https://raw.githubusercontent.com/inspect-software/badges/main/v1/g/GizClaw/flowcraft.svg",
"full_name": "GizClaw/flowcraft",
"license_state": "standard",
"license_spdx": "MIT"
}Scores are signals, not warranties. They reflect publicly visible practices on GitHub — not a code audit, and not a security guarantee.
Missing data is excluded and weights renormalized, never scored as zero. Methodology is versioned and open: metrics v1.13.0, schema v0.15.0 — full methodology · metrics wiki.
How one result sits in the wider record: aggregate statistics — Go.