Public recordModerate
Software health reportschema 0.12.0 · metrics 1.13.0 · 2026-07-17 17:18 UTC
plenoai / pleno-dlp
Unified DLP scanner for secrets and PII across filesystem, git, stdin, and SaaS sources.
plenoai/pleno-dlp holds a health index of 59 out of 100, placing it in the Moderate band. It scores highest on Engineering Quality (77/100) and lowest on Community & Adoption (24/100). It was last updated today. A single contributor accounts for most of its recent work.
59
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.
59
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
Pleno ProjectOrganization
0 followers8 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/plenoai/pleno-dlp | v0.64.1 | - | 70 | 2 days ago |
Metrics by category
Vitality
Is the project alive — is code being written and are releases shipping?
76
Development activity
62Moderate
How it's scored
| 36/36 | Push recency — last push 0 days ago |
| 7.6/36 | Commit cadence — 11/52 weeks with commits |
| 18/18 | Commit volume — 371 commits in the last year |
| 0/10 | OpenSSF Scorecard: Maintained — project was created within the last 90 days. Please review its contents carefully |
Inputs used
| commits_last_year | 371 |
| human_commit_share | — |
| days_since_last_push | 0 |
| active_weeks_last_year | 11 |
Release discipline
98Excellent
How it's scored
| 27/27 | Ships releases — 70 releases published |
| 36/36 | Release recency — latest release 2 days ago |
| 27/27 | Release cadence — a release every ~1.4 days |
| 8/10 | OpenSSF Scorecard: Signed-Releases — 5 out of the last 5 releases have a total of 5 signed artifacts. |
Inputs used
| releases_count | 70 |
| latest_release_tag | v0.64.1 |
| releases_from_tags | no |
| days_since_latest_release | 2 |
| mean_days_between_releases | 1.4 |
Community & Adoption
Does the project have users, downloads, attention, and a welcoming setup for contributors?
24
Popularity & adoption
1Critical
How it's scored
| 0/60 | Stars — 1 stars |
| 0/25 | Forks — 2 forks |
| 0/15 | Watchers — 0 watchers |
Inputs used
| forks | 2 |
| stars | 1 |
| watchers | 0 |
| 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 (AGPL-3.0) |
| 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?
58
Maintainer resilience (bus factor)
27Critical
How it's scored
| 9/54 | Bus factor — 1 contributor(s) cover half of all commits |
| 1.3/22.5 | Commit distribution — top contributor authored 94% of commits |
| 6.8/13.5 | Contributor breadth — 5 contributors |
| 10/10 | OpenSSF Scorecard: Contributors — project has 4 contributing companies or organizations |
Inputs used
| bus_factor | 1 |
| contributors_sampled | 5 |
| top_contributor_share | 0.943 |
How it's scored
| 44.6/46.8 | Issue resolution — 95% of issues closed |
| 38/38.3 | PR acceptance — 257/259 decided PRs merged |
| 0/15 | OpenSSF Scorecard: Code-Review — Found 0/20 approved changesets -- score normalized to 0 |
Inputs used
| merged_prs | 257 |
| open_issues | 6 |
| closed_issues | 122 |
| issue_closed_ratio | 0.953 |
| closed_unmerged_prs | 2 |
Ownership & stewardship
38At risk
How it's scored
| 30/30 | Ownership backing — organization-owned |
| 0/20 | Verified domain |
| 0/25 | Owner reach — 0 followers of plenoai |
| 7.7/25 | Track record — 8 public repos, account ~0 yr old |
Inputs used
| followers | 0 |
| owner_type | Organization |
| is_verified | — |
| owner_login | plenoai |
| public_repos | 8 |
| account_age_days | 136 |
Package maintenance
100Excellent
How it's scored
| 25/25 | Published & resolvable — 1 package(s) on go |
| 35/35 | Publish recency — latest publish 2 days ago |
| 20/20 | Version history — 70 published versions |
| 20/20 | Not deprecated — active, not deprecated or yanked |
Inputs used
| packages | github.com/plenoai/pleno-dlp |
| ecosystems | go |
| any_deprecated | no |
| min_days_since_publish | 2 |
Engineering Quality
Are baseline engineering and documentation practices in place?
77
Engineering practices
68Moderate
How it's scored
| 24/24 | CI workflows — 9 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 — 25 out of 25 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
90Excellent
How it's scored
| 30/30 | README |
| 25/25 | Documentation directory |
| 15/15 | Documentation / homepage site — https://plenoai.com/pleno-dlp/ |
| 10/10 | Repository description |
| 10/10 | Topics — 6 topics |
| 0/10 | Wiki |
Inputs used
| topics | data-loss-prevention, devsecops, dlp, pii-detection, secret-scanning, security-tools |
| has_wiki | no |
| homepage | https://plenoai.com/pleno-dlp/ |
| 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?
53
Security posture
53Moderate
How it's scored
| 7.5/7.5 | Binary-Artifacts — no binaries found in the repo |
| 0/7.5 | Branch-Protection — branch protection not enabled on development/release branches |
| 2.5/2.5 | CI-Tests — 25 out of 25 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 0/20 approved changesets -- score normalized to 0 |
| 2.5/2.5 | Contributors — project has 4 contributing companies or organizations |
| 10/10 | Dangerous-Workflow — no dangerous workflow patterns detected |
| 7.5/7.5 | Dependency-Update-Tool — update tool detected |
| 0/5 | Fuzzing — project is not fuzzed |
| 2.5/2.5 | License — license file detected |
| 0/7.5 | Maintained — project was created within the last 90 days. Please review its contents carefully |
| 5/5 | Packaging — packaging workflow detected |
| 5/5 | Pinned-Dependencies — all dependencies are pinned |
| 0/5 | SAST — SAST tool is not run on all commits -- score normalized to 0 |
| 0/5 | Security-Policy — security policy file not detected |
| 6/7.5 | Signed-Releases — 5 out of the last 5 releases have a total of 5 signed artifacts. |
| 0/7.5 | Token-Permissions — detected GitHub workflow tokens with excessive permissions |
| 6.8/7.5 | Vulnerabilities — 1 existing vulnerabilities detected |
Inputs used
| source | openssf_scorecard |
| checks_evaluated | 18 |
| scorecard_version | v5.5.0 |
| checks_inconclusive | 0 |
| scorecard_aggregate | 5.3 |
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.
77
Agent context & guidance
75Good
How it's scored
| 45/45 | Agent instructions — CLAUDE.md |
| 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 | CLAUDE.md |
| agent_instruction_max_bytes | 2,254 |
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 |
| 5/8 | Automated maintenance — dependency automation configured, none observed in the sampled commits |
| 10/10 | OpenSSF Scorecard: Pinned-Dependencies — all dependencies are pinned |
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 | 0 |
Excluded from scoring (no data or not applicable): Demonstrated agent practice. 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 — 2/1,487 source files over 60KB |
Inputs used
| primary_language | Go |
| largest_source_bytes | 116,354 |
| source_files_sampled | 1,487 |
| 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 — recipes |
Inputs used
| example_dirs | recipes |
| has_mcp_signal | no |
| api_schema_files | — |
Key facts
1GitHub stars
5contributors
371commits, last 12 months
0days since last push
70releases
1bus factor
6open issues
Gopackage ecosystems
More detail
OpenSSF Scorecard 5.3 / 10
5.3aggregate
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 |
| 0 | Branch-Protection | branch protection not enabled on development/release branches |
| 10 | CI-Tests | 25 out of 25 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 0/20 approved changesets -- score normalized to 0 |
| 10 | Contributors | project has 4 contributing companies or organizations |
| 10 | Dangerous-Workflow | no dangerous workflow patterns detected |
| 10 | Dependency-Update-Tool | update tool detected |
| 0 | Fuzzing | project is not fuzzed |
| 10 | License | license file detected |
| 0 | Maintained | project was created within the last 90 days. Please review its contents carefully |
| 10 | Packaging | packaging workflow detected |
| 10 | Pinned-Dependencies | all dependencies are pinned |
| 0 | SAST | SAST tool is not run on all commits -- score normalized to 0 |
| 0 | Security-Policy | security policy file not detected |
| 8 | Signed-Releases | 5 out of the last 5 releases have a total of 5 signed artifacts. |
| 0 | Token-Permissions | detected GitHub workflow tokens with excessive permissions |
| 9 | Vulnerabilities | 1 existing vulnerabilities detected |
Direct dependencies 16
| Registry | Package | Version constraint | Manifest |
|---|---|---|---|
| Go | cloud.google.com/go/storage | v1.62.3 | go.mod |
| Go | github.com/aws/aws-sdk-go-v2 | v1.41.12 | go.mod |
| Go | github.com/aws/aws-sdk-go-v2/config | v1.32.23 | go.mod |
| Go | github.com/aws/aws-sdk-go-v2/credentials | v1.19.22 | go.mod |
| Go | github.com/aws/aws-sdk-go-v2/service/s3 | v1.103.2 | go.mod |
| Go | github.com/aws/aws-sdk-go-v2/service/sts | v1.43.2 | go.mod |
| Go | github.com/go-git/go-git/v5 | v5.19.1 | go.mod |
| Go | github.com/google/go-containerregistry | v0.21.7 | go.mod |
| Go | github.com/spf13/cobra | v1.10.2 | go.mod |
| Go | github.com/spf13/pflag | v1.0.10 | go.mod |
| Go | golang.org/x/crypto | v0.52.0 | go.mod |
| Go | golang.org/x/net | v0.55.0 | go.mod |
| Go | golang.org/x/oauth2 | v0.36.0 | go.mod |
| Go | golang.org/x/sync | v0.21.0 | go.mod |
| Go | golang.org/x/term | v0.43.0 | go.mod |
| Go | google.golang.org/api | v0.284.0 | go.mod |
All dependencies 102
Full resolved dependency set from the GitHub dependency graph: 16 direct and 86 indirect (transitive) packages. The transitive closure is complete when the repository commits a lockfile.
| Registry | Package | Version | Relation |
|---|---|---|---|
| Go | cloud.google.com/go/storage | v1.62.3 | direct |
| Go | github.com/aws/aws-sdk-go-v2 | v1.41.12 | direct |
| Go | github.com/aws/aws-sdk-go-v2/config | v1.32.23 | direct |
| Go | github.com/aws/aws-sdk-go-v2/credentials | v1.19.22 | direct |
| Go | github.com/aws/aws-sdk-go-v2/service/s3 | v1.103.2 | direct |
| Go | github.com/aws/aws-sdk-go-v2/service/sts | v1.43.2 | direct |
| Go | github.com/go-git/go-git/v5 | v5.19.1 | direct |
| Go | github.com/google/go-containerregistry | v0.21.7 | direct |
| Go | github.com/spf13/cobra | v1.10.2 | direct |
| Go | github.com/spf13/pflag | v1.0.10 | direct |
| Go | golang.org/x/crypto | v0.52.0 | direct |
| Go | golang.org/x/net | v0.55.0 | direct |
| Go | golang.org/x/oauth2 | v0.36.0 | direct |
| Go | golang.org/x/sync | v0.21.0 | direct |
| Go | golang.org/x/term | v0.43.0 | direct |
| Go | google.golang.org/api | v0.284.0 | direct |
| Go | cel.dev/expr | v0.25.1 | indirect |
| Go | cloud.google.com/go | v0.123.0 | indirect |
| Go | cloud.google.com/go/auth | v0.20.0 | indirect |
| Go | cloud.google.com/go/auth/oauth2adapt | v0.2.8 | indirect |
| Go | cloud.google.com/go/compute/metadata | v0.9.0 | indirect |
| Go | cloud.google.com/go/iam | v1.7.0 | indirect |
| Go | cloud.google.com/go/monitoring | v1.24.3 | indirect |
| Go | dario.cat/mergo | v1.0.0 | indirect |
| Go | github.com/aws/aws-sdk-go-v2/aws/protocol/eventstream | v1.7.13 | indirect |
| Go | github.com/aws/aws-sdk-go-v2/feature/ec2/imds | v1.18.28 | indirect |
| Go | github.com/aws/aws-sdk-go-v2/internal/configsources | v1.4.28 | indirect |
| Go | github.com/aws/aws-sdk-go-v2/internal/endpoints/v2 | v2.7.28 | indirect |
| Go | github.com/aws/aws-sdk-go-v2/internal/v4a | v1.4.29 | indirect |
| Go | github.com/aws/aws-sdk-go-v2/service/internal/accept-encoding | v1.13.12 | indirect |
| Go | github.com/aws/aws-sdk-go-v2/service/internal/checksum | v1.9.21 | indirect |
| Go | github.com/aws/aws-sdk-go-v2/service/internal/presigned-url | v1.13.28 | indirect |
| Go | github.com/aws/aws-sdk-go-v2/service/internal/s3shared | v1.19.28 | indirect |
| Go | github.com/aws/aws-sdk-go-v2/service/signin | v1.1.4 | indirect |
| Go | github.com/aws/aws-sdk-go-v2/service/sso | v1.31.2 | indirect |
| Go | github.com/aws/aws-sdk-go-v2/service/ssooidc | v1.36.5 | indirect |
| Go | github.com/aws/smithy-go | v1.27.1 | indirect |
| Go | github.com/cespare/xxhash/v2 | v2.3.0 | indirect |
| Go | github.com/cloudflare/circl | v1.6.3 | indirect |
| Go | github.com/cncf/xds/go | v0.0.0-20260202195803-dba9d589def2 | indirect |
| Go | github.com/containerd/errdefs | v1.0.0 | indirect |
| Go | github.com/containerd/errdefs/pkg | v0.3.0 | indirect |
| Go | github.com/cyphar/filepath-securejoin | v0.6.1 | indirect |
| Go | github.com/distribution/reference | v0.6.0 | indirect |
| Go | github.com/docker/cli | v29.5.3+incompatible | indirect |
| Go | github.com/docker/docker-credential-helpers | v0.9.3 | indirect |
| Go | github.com/docker/go-connections | v0.7.0 | indirect |
| Go | github.com/docker/go-units | v0.5.0 | indirect |
| Go | github.com/emirpasic/gods | v1.18.1 | indirect |
| Go | github.com/envoyproxy/go-control-plane/envoy | v1.37.0 | indirect |
| Go | github.com/envoyproxy/protoc-gen-validate | v1.3.3 | indirect |
| Go | github.com/felixge/httpsnoop | v1.0.4 | indirect |
| Go | github.com/go-git/gcfg | v1.5.1-0.20230307220236-3a3c6141e376 | indirect |
| Go | github.com/go-git/go-billy/v5 | v5.9.0 | indirect |
| Go | github.com/go-jose/go-jose/v4 | v4.1.4 | indirect |
| Go | github.com/go-logr/logr | v1.4.3 | indirect |
| Go | github.com/go-logr/stdr | v1.2.2 | indirect |
| Go | github.com/golang/groupcache | v0.0.0-20241129210726-2c02b8208cf8 | indirect |
| Go | github.com/google/s2a-go | v0.1.9 | indirect |
| Go | github.com/google/uuid | v1.6.0 | indirect |
| Go | github.com/googleapis/enterprise-certificate-proxy | v0.3.16 | indirect |
| Go | github.com/googleapis/gax-go/v2 | v2.22.0 | indirect |
| Go | github.com/googlecloudplatform/opentelemetry-operations-go/detectors/gcp | v1.31.0 | indirect |
| Go | github.com/googlecloudplatform/opentelemetry-operations-go/exporter/metric | v0.55.0 | indirect |
| Go | github.com/googlecloudplatform/opentelemetry-operations-go/internal/resourcemapping | v0.55.0 | indirect |
| Go | github.com/inconshreveable/mousetrap | v1.1.0 | indirect |
| Go | github.com/jbenet/go-context | v0.0.0-20150711004518-d14ea06fba99 | indirect |
| Go | github.com/kevinburke/ssh_config | v1.2.0 | indirect |
| Go | github.com/klauspost/compress | v1.18.6 | indirect |
| Go | github.com/klauspost/cpuid/v2 | v2.3.0 | indirect |
| Go | github.com/microsoft/go-winio | v0.6.2 | indirect |
| Go | github.com/moby/docker-image-spec | v1.3.1 | indirect |
| Go | github.com/moby/moby/api | v1.54.2 | indirect |
| Go | github.com/moby/moby/client | v0.4.1 | indirect |
| Go | github.com/opencontainers/go-digest | v1.0.0 | indirect |
| Go | github.com/opencontainers/image-spec | v1.1.1 | indirect |
| Go | github.com/pjbgf/sha1cd | v0.6.0 | indirect |
| Go | github.com/planetscale/vtprotobuf | v0.6.1-0.20240319094008-0393e58bdf10 | indirect |
| Go | github.com/protonmail/go-crypto | v1.4.1 | indirect |
| Go | github.com/sergi/go-diff | v1.3.2-0.20230802210424-5b0b94c5c0d3 | indirect |
| Go | github.com/sirupsen/logrus | v1.9.4 | indirect |
| Go | github.com/skeema/knownhosts | v1.3.1 | indirect |
| Go | github.com/spiffe/go-spiffe/v2 | v2.6.0 | indirect |
| Go | github.com/xanzy/ssh-agent | v0.3.3 | indirect |
| Go | go.opentelemetry.io/auto/sdk | v1.2.1 | indirect |
| Go | go.opentelemetry.io/contrib/detectors/gcp | v1.42.0 | indirect |
| Go | go.opentelemetry.io/contrib/instrumentation/google.golang.org/grpc/otelgrpc | v0.67.0 | indirect |
| Go | go.opentelemetry.io/contrib/instrumentation/net/http/otelhttp | v0.67.0 | indirect |
| Go | go.opentelemetry.io/otel | v1.43.0 | indirect |
| Go | go.opentelemetry.io/otel/metric | v1.43.0 | indirect |
| Go | go.opentelemetry.io/otel/sdk | v1.43.0 | indirect |
| Go | go.opentelemetry.io/otel/sdk/metric | v1.43.0 | indirect |
| Go | go.opentelemetry.io/otel/trace | v1.43.0 | indirect |
| Go | golang.org/x/sys | v0.46.0 | indirect |
| Go | golang.org/x/text | v0.37.0 | indirect |
| Go | golang.org/x/time | v0.15.0 | indirect |
| Go | google.golang.org/genproto | v0.0.0-20260319201613-d00831a3d3e7 | indirect |
| Go | google.golang.org/genproto/googleapis/api | v0.0.0-20260401024825-9d38bb4040a9 | indirect |
| Go | google.golang.org/genproto/googleapis/rpc | v0.0.0-20260526163538-3dc84a4a5aaa | indirect |
| Go | google.golang.org/grpc | v1.81.1 | indirect |
| Go | google.golang.org/protobuf | v1.36.11 | indirect |
| Go | gopkg.in/warnings.v0 | v0.1.2 | indirect |
Raw JSON report machine-readable
{
"data": {
"repo": {
"topics": [
"data-loss-prevention",
"devsecops",
"dlp",
"pii-detection",
"secret-scanning",
"security-tools"
],
"is_fork": false,
"size_kb": 5589,
"has_wiki": false,
"homepage": "https://plenoai.com/pleno-dlp/",
"languages": {
"Go": 6125489,
"HTML": 14797,
"Shell": 16858,
"Makefile": 4098
},
"pushed_at": "2026-07-17T04:44:06Z",
"created_at": "2026-05-06T09:50:49Z",
"owner_type": "Organization",
"updated_at": "2026-07-14T20:37:00Z",
"description": "Unified DLP scanner for secrets and PII across filesystem, git, stdin, and SaaS sources.",
"is_archived": false,
"is_disabled": false,
"license_spdx": "AGPL-3.0",
"default_branch": "main",
"primary_language": "Go",
"significant_languages": [
"Go"
]
},
"owner": {
"blog": "https://plenoai.com/",
"name": "Pleno Project",
"type": "Organization",
"login": "plenoai",
"company": null,
"followers": 0,
"avatar_url": "https://avatars.githubusercontent.com/u/265082579?v=4",
"created_at": "2026-03-02T17:33:44Z",
"is_verified": null,
"public_repos": 8,
"account_age_days": 136
},
"activity": {
"releases_count": 70,
"commits_last_year": 371,
"latest_release_at": "2026-07-14T20:34:56Z",
"latest_release_tag": "v0.64.1",
"releases_from_tags": false,
"days_since_last_push": 0,
"active_weeks_last_year": 11,
"days_since_latest_release": 2,
"mean_days_between_releases": 1.4
},
"community": {
"has_readme": true,
"has_license": true,
"has_description": true,
"has_contributing": false,
"health_percentage": 37,
"has_issue_template": false,
"has_code_of_conduct": false,
"has_pull_request_template": false
},
"ecosystem": {
"packages": [
{
"name": "github.com/plenoai/pleno-dlp",
"exists": true,
"license": null,
"keywords": [],
"ecosystem": "go",
"matches_repo": true,
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"name": "Binary-Artifacts",
"detail": "no binaries found in the repo",
"points": 7.5,
"status": "met",
"details": [],
"max_points": 7.5
},
{
"key": "branch_protection",
"name": "Branch-Protection",
"detail": "branch protection not enabled on development/release branches",
"points": 0,
"status": "missed",
"details": [],
"max_points": 7.5
},
{
"key": "ci_tests",
"name": "CI-Tests",
"detail": "25 out of 25 merged PRs checked by a CI test -- score normalized to 10",
"points": 2.5,
"status": "met",
"details": [],
"max_points": 2.5
},
{
"key": "cii_best_practices",
"name": "CII-Best-Practices",
"detail": "no effort to earn an OpenSSF best practices badge detected",
"points": 0,
"status": "missed",
"details": [],
"max_points": 2.5
},
{
"key": "code_review",
"name": "Code-Review",
"detail": "Found 0/20 approved changesets -- score normalized to 0",
"points": 0,
"status": "missed",
"details": [],
"max_points": 7.5
},
{
"key": "contributors",
"name": "Contributors",
"detail": "project has 4 contributing companies or organizations",
"points": 2.5,
"status": "met",
"details": [],
"max_points": 2.5
},
{
"key": "dangerous_workflow",
"name": "Dangerous-Workflow",
"detail": "no dangerous workflow patterns detected",
"points": 10,
"status": "met",
"details": [],
"max_points": 10
},
{
"key": "dependency_update_tool",
"name": "Dependency-Update-Tool",
"detail": "update tool detected",
"points": 7.5,
"status": "met",
"details": [],
"max_points": 7.5
},
{
"key": "fuzzing",
"name": "Fuzzing",
"detail": "project is not fuzzed",
"points": 0,
"status": "missed",
"details": [],
"max_points": 5
},
{
"key": "license",
"name": "License",
"detail": "license file detected",
"points": 2.5,
"status": "met",
"details": [],
"max_points": 2.5
},
{
"key": "maintained",
"name": "Maintained",
"detail": "project was created within the last 90 days. Please review its contents carefully",
"points": 0,
"status": "missed",
"details": [],
"max_points": 7.5
},
{
"key": "packaging",
"name": "Packaging",
"detail": "packaging workflow detected",
"points": 5,
"status": "met",
"details": [],
"max_points": 5
},
{
"key": "pinned_dependencies",
"name": "Pinned-Dependencies",
"detail": "all dependencies are pinned",
"points": 5,
"status": "met",
"details": [],
"max_points": 5
},
{
"key": "sast",
"name": "SAST",
"detail": "SAST tool is not run on all commits -- score normalized to 0",
"points": 0,
"status": "missed",
"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": "5 out of the last 5 releases have a total of 5 signed artifacts.",
"points": 6,
"status": "partial",
"details": [],
"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": "1 existing vulnerabilities detected",
"points": 6.8,
"status": "partial",
"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": "good",
"name": "AI Readiness",
"value": 77,
"weight": 0,
"metrics": [
{
"key": "ai_agent_context",
"band": "good",
"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": 75,
"inputs": {
"has_llms_txt": false,
"legible_history_share": null,
"agent_instruction_files": [
"CLAUDE.md"
],
"agent_instruction_max_bytes": 2254
},
"components": [
{
"key": "agent_instructions",
"name": "Agent instructions",
"detail": "CLAUDE.md",
"points": 45,
"status": "met",
"details": [
{
"code": "file_list",
"params": {
"files": "CLAUDE.md"
}
}
],
"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. Remaining weights renormalized.",
"notes": [
{
"code": "excluded_no_data",
"params": {
"components": [
"demonstrated_agent_practice"
]
}
},
{
"code": "weights_renormalized",
"params": {}
}
],
"value": 84,
"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": 0
},
"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": "dependency automation configured, none observed in the sampled commits",
"points": 5,
"status": "partial",
"details": [
{
"code": "dependency_bot_config_only",
"params": {}
}
],
"max_points": 8
},
{
"key": "openssf_scorecard_pinned_dependencies",
"name": "OpenSSF Scorecard: Pinned-Dependencies",
"detail": "all dependencies are pinned",
"points": 10,
"status": "met",
"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": 116354,
"source_files_sampled": 1487,
"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": "2/1487 source files over 60KB",
"points": 54.9,
"status": "partial",
"details": [
{
"code": "oversized_source_files",
"params": {
"kb": 60,
"sampled": 1487,
"oversized": 2
}
}
],
"max_points": 55
}
]
},
{
"key": "ai_interfaces",
"band": "at_risk",
"name": "Machine-readable interfaces",
"note": null,
"notes": [],
"value": 40,
"inputs": {
"example_dirs": [
"recipes"
],
"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": "recipes",
"points": 40,
"status": "met",
"details": [
{
"code": "file_list",
"params": {
"files": "recipes"
}
}
],
"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": [],
"report_type": "repository",
"generated_at": "2026-07-17T17:18:47.490072Z",
"schema_version": "0.12.0",
"badge_url": "https://raw.githubusercontent.com/inspect-software/badges/main/v1/p/plenoai/pleno-dlp.svg",
"full_name": "plenoai/pleno-dlp",
"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 v0.12.0 — full methodology · metrics wiki.
How one result sits in the wider record: aggregate statistics — Go.