Public recordModerate
Software health reportschema 0.27.0 · metrics 1.13.0 · 2026-07-28 22:31 UTC
C2SM-RCM / emiproc
Processing emissions: from any inventory to any model
C2SM-RCM/emiproc holds a health index of 62 out of 100, placing it in the Moderate band. It scores highest on Vitality (73/100) and lowest on Community & Adoption (37/100). It was last updated 8 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
C2SM-RCMOrganization
12 followers11 public repossince Aug 2015
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 | Tags |
|---|---|---|---|---|---|---|
| PyPI | emiproc | 2.8.0 | - | 18 | 8 days ago | emissionprocessinginventorycosmoicon-art |
Metrics by category
Vitality
Is the project alive — is code being written and are releases shipping?
73
Development activity
61Moderate
How it's scored
| 28.8/36 | Push recency — last push 8 days ago |
| 12.5/36 | Commit cadence — 18/52 weeks with commits |
| 14/18 | Commit volume — 35 commits in the last year |
| 6/10 | OpenSSF Scorecard: Maintained — 7 commit(s) and 1 issue activity found in the last 90 days -- score normalized to 6 |
Inputs used
| commits_last_year | 35 |
| human_commit_share | 1 |
| days_since_last_push | 8 |
| active_weeks_last_year | 18 |
Release discipline
92Excellent
How it's scored
| 27/27 | Ships releases — 21 releases published |
| 36/36 | Release recency — latest release 8 days ago |
| 19.8/27 | Release cadence — a release every ~45.7 days |
| 0/10 | OpenSSF Scorecard: Signed-Releases — no data |
Inputs used
| releases_count | 21 |
| latest_release_tag | v2.8.0 |
| releases_from_tags | no |
| days_since_latest_release | 8 |
| mean_days_between_releases | 45.7 |
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?
37
Popularity & adoption
26Critical
How it's scored
| 17.5/60 | Stars — 13 stars |
| 8/25 | Forks — 10 forks |
| 0/15 | Watchers — 1 watchers |
Inputs used
| forks | 10 |
| stars | 13 |
| watchers | 1 |
| 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 (BSD-3-Clause) |
| 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?
65
Maintainer resilience (bus factor)
36At risk
How it's scored
| 9/54 | Bus factor — 1 contributor(s) cover half of all commits |
| 3.8/22.5 | Commit distribution — top contributor authored 83% of commits |
| 13.5/13.5 | Contributor breadth — 11 contributors |
| 10/10 | OpenSSF Scorecard: Contributors — project has 7 contributing companies or organizations |
Inputs used
| bus_factor | 1 |
| contributors_sampled | 11 |
| top_contributor_share | 0.829 |
How it's scored
| 42.5/46.8 | Issue resolution — 91% of issues closed |
| 36.8/38.3 | PR acceptance — 101/105 decided PRs merged |
| 0/15 | OpenSSF Scorecard: Code-Review — Found 1/26 approved changesets -- score normalized to 0 |
Inputs used
| merged_prs | 101 |
| open_issues | 3 |
| closed_issues | 30 |
| issue_closed_ratio | 0.909 |
| closed_unmerged_prs | 4 |
Ownership & stewardship
58Moderate
How it's scored
| 30/30 | Ownership backing — organization-owned |
| 0/20 | Verified domain |
| 8/25 | Owner reach — 12 followers of C2SM-RCM |
| 19.9/25 | Track record — 11 public repos, account ~10 yr old |
Inputs used
| followers | 12 |
| owner_type | Organization |
| is_verified | — |
| owner_login | C2SM-RCM |
| public_repos | 11 |
| account_age_days | 4,008 |
Package maintenance
100Excellent
How it's scored
| 25/25 | Published & resolvable — 1 package(s) on pypi |
| 35/35 | Publish recency — latest publish 8 days ago |
| 20/20 | Version history — 18 published versions |
| 20/20 | Not deprecated — active, not deprecated or yanked |
Inputs used
| packages | emiproc |
| ecosystems | pypi |
| any_deprecated | no |
| min_days_since_publish | 8 |
Engineering Quality
Are baseline engineering and documentation practices in place?
72
Engineering practices
64Moderate
How it's scored
| 24/24 | CI workflows — 3 workflow(s) |
| 24/24 | Tests present |
| 0/16 | Linter config |
| 0/9.6 | Pre-commit hooks |
| 0/6.4 | .editorconfig |
| 16/20 | OpenSSF Scorecard: CI-Tests — 20 out of 25 merged PRs checked by a CI test -- score normalized to 8 |
Inputs used
| has_ci | yes |
| has_tests | yes |
| has_editorconfig | no |
| has_linter_config | no |
| has_precommit_config | no |
Documentation
85Excellent
How it's scored
| 30/30 | README |
| 25/25 | Documentation directory |
| 0/15 | Documentation / homepage site |
| 10/10 | Repository description |
| 10/10 | Topics — 10 topics |
| 10/10 | Wiki |
Inputs used
| topics | atmospheric-modelling, emissions-inventory, atmospheric-science, edgar-database, emissions, environement, modeling, netcdf, python, wrf-chem |
| has_wiki | yes |
| 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?
57
Security posture
46At risk
How it's scored
| 7.5/7.5 | Binary-Artifacts — no binaries found in the repo |
| 0/7.5 | Branch-Protection — no data |
| 2/2.5 | CI-Tests — 20 out of 25 merged PRs checked by a CI test -- score normalized to 8 |
| 0/2.5 | CII-Best-Practices — no effort to earn an OpenSSF best practices badge detected |
| 0/7.5 | Code-Review — Found 1/26 approved changesets -- score normalized to 0 |
| 2.5/2.5 | Contributors — project has 7 contributing companies or organizations |
| 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 |
| 4.5/7.5 | Maintained — 7 commit(s) and 1 issue activity found in the last 90 days -- score normalized to 6 |
| 5/5 | Packaging — packaging workflow detected |
| 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 |
| 0/5 | Security-Policy — security policy file not detected |
| 0/7.5 | Signed-Releases — no data |
| 0/7.5 | Token-Permissions — detected GitHub workflow tokens with excessive permissions |
| 7.5/7.5 | Vulnerabilities — 0 existing vulnerabilities detected |
Inputs used
| source | openssf_scorecard |
| checks_evaluated | 16 |
| scorecard_version | v5.5.0 |
| checks_inconclusive | 2 |
| scorecard_aggregate | 4.6 |
Excluded from scoring (no data or not applicable): branch_protection, signed_releases. Remaining weights renormalized.
Dependency advisories
100Excellent
How it's scored
| 35/35 | Direct dependencies free of known advisories — no direct dependency carries a known advisory |
| 25/25 | Indirect dependencies free of known advisories — no indirect dependency carries a known advisory |
| 0/40 | No advisories left outstanding — no advisory carries a publication date |
Inputs used
| source | osv |
| advisories | 0 |
| affected_packages | 0 |
| assessed_packages | 35 |
| unassessed_packages | 0 |
| affected_by_severity | none |
| direct_affected_packages | 0 |
Excluded from scoring (no data or not applicable): No advisories left outstanding. Remaining weights renormalized. Matched the pypi:emiproc@2.8.0 runtime dependency closure — what installing the published package pulls in — 35 packages. Reachability is not analyzed.
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.
56
Agent context & guidance
74Good
How it's scored
| 45/45 | Agent instructions — .github/copilot-instructions.md |
| 0/15 | Machine-readable docs (llms.txt) |
| 28.8/40 | Legible commit history — 54 of 100 human commits state their intent (structured subject or explanatory body) |
Inputs used
| has_llms_txt | no |
| legible_history_share | 0.54 |
| agent_instruction_files | .github/copilot-instructions.md |
| agent_instruction_max_bytes | 881 |
Verify loop (build / test / typecheck)
50Moderate
How it's scored
| 18/18 | One-command bootstrap — docs/Makefile |
| 22/22 | Automated tests |
| 0/11 | Lint / format config |
| 0/11 | Static type checking |
| 0/10 | Reproducible environment |
| 10/10 | Demonstrated agent practice — 9 of the last 100 commits agent-authored or agent-credited |
| 0/8 | Automated maintenance — no automated dependency updates observed |
| 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 | — |
| has_dockerfile | no |
| typed_language | no |
| bootstrap_files | docs/Makefile |
| has_devcontainer | no |
| has_linter_config | no |
| typecheck_configs | — |
| agent_commit_share | 0.09 |
| toolchain_manifests | — |
| dependency_bot_commit_share | 0 |
Code legibility for models
55Moderate
How it's scored
| 0/45 | Type-checkable code — Python without a type-check config |
| 55/55 | Manageable file sizes — 0/141 source files over 60KB |
Inputs used
| primary_language | Python |
| largest_source_bytes | 35,226 |
| source_files_sampled | 141 |
| oversized_source_files | 0 |
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, notebooks |
Inputs used
| example_dirs | examples, notebooks |
| has_mcp_signal | no |
| api_schema_files | — |
Key facts
13GitHub stars
11contributors
35commits, last 12 months
8days since last push
21releases
1bus factor
3open issues
PyPIpackage ecosystems
Data collection warnings
- Star history unavailable: GitHub GraphQL error: Resource not accessible by personal access token
More detail
Star and fork history 0 ★ / 10 ⇿
0Stars
10Forks
10Releases
When each star and fork was added, collected from GitHub and bucketed by day. Cumulative growth sits directly above the daily additions it is made of, so the two read against each other: steady organic accretion looks nothing like an abrupt, short-lived burst. Where that difference is measurable, it is reported as growth authenticity.
Major 0Minor 2Patch 4
Each point covers 6 days.
OpenSSF Scorecard 4.6 / 10
4.6aggregate
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 |
| 8 | CI-Tests | 20 out of 25 merged PRs checked by a CI test -- score normalized to 8 |
| 0 | CII-Best-Practices | no effort to earn an OpenSSF best practices badge detected |
| 0 | Code-Review | Found 1/26 approved changesets -- score normalized to 0 |
| 10 | Contributors | project has 7 contributing companies or organizations |
| 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 |
| 6 | Maintained | 7 commit(s) and 1 issue activity found in the last 90 days -- score normalized to 6 |
| 10 | Packaging | packaging workflow 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 |
| 0 | Security-Policy | security policy file not detected |
| n/a | Signed-Releases | no releases found |
| 0 | Token-Permissions | detected GitHub workflow tokens with excessive permissions |
| 10 | Vulnerabilities | 0 existing vulnerabilities detected |
Direct dependencies 12
| Registry | Package | Version constraint | Manifest |
|---|---|---|---|
| PyPI | geos | — | pyproject.toml |
| PyPI | numpy | — | pyproject.toml |
| PyPI | pandas | — | pyproject.toml |
| PyPI | geopandas | — | pyproject.toml |
| PyPI | dask | — | pyproject.toml |
| PyPI | scipy | — | pyproject.toml |
| PyPI | shapely | — | pyproject.toml |
| PyPI | xarray | >=2023.10 | pyproject.toml |
| PyPI | rasterio | — | pyproject.toml |
| PyPI | pyogrio | — | pyproject.toml |
| PyPI | pyyaml | — | pyproject.toml |
| PyPI | filelock | — | pyproject.toml |
All dependencies 12
Full resolved dependency set from the GitHub dependency graph: 12 direct and 0 indirect (transitive) packages. The transitive closure is complete when the repository commits a lockfile.
| Registry | Package | Version | Relation |
|---|---|---|---|
| PyPI | dask | — | direct |
| PyPI | filelock | — | direct |
| PyPI | geopandas | — | direct |
| PyPI | geos | — | direct |
| PyPI | numpy | — | direct |
| PyPI | pandas | — | direct |
| PyPI | pyogrio | — | direct |
| PyPI | pyyaml | — | direct |
| PyPI | rasterio | — | direct |
| PyPI | scipy | — | direct |
| PyPI | shapely | — | direct |
| PyPI | xarray | — | direct |
Dependency advisories 0
Installing pypi:emiproc@2.8.0 pulls in 35 packages, direct and transitive: 0 carry known advisories, of which 0 are direct dependencies.
No known advisories affect the assessed dependencies.
An advisory means the version recorded in the dependency graph falls inside an advisory’s affected range. Reachability is not analysed, and the graph includes development and test pins — a finding may concern tooling rather than shipped software.
Raw JSON report machine-readable
{
"data": {
"repo": {
"topics": [
"atmospheric-modelling",
"emissions-inventory",
"atmospheric-science",
"edgar-database",
"emissions",
"environement",
"modeling",
"netcdf",
"python",
"wrf-chem"
],
"is_fork": false,
"size_kb": 41680,
"has_wiki": true,
"homepage": null,
"languages": {
"Python": 864009
},
"pushed_at": "2026-07-20T07:24:47Z",
"created_at": "2019-06-14T06:37:44Z",
"owner_type": "Organization",
"updated_at": "2026-07-16T17:53:26Z",
"description": "Processing emissions: from any inventory to any model",
"is_archived": false,
"is_disabled": false,
"license_spdx": "BSD-3-Clause",
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"license_spdx_raw": "BSD-3-Clause",
"primary_language": "Python",
"significant_languages": [
"Python"
]
},
"owner": {
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"name": "C2SM-RCM",
"type": "Organization",
"login": "C2SM-RCM",
"company": null,
"location": null,
"followers": 12,
"avatar_url": "https://avatars.githubusercontent.com/u/13691276?v=4",
"created_at": "2015-08-07T07:44:50Z",
"is_verified": null,
"public_repos": 11,
"account_age_days": 4008
},
"license": {
"state": "standard",
"spdx_id": "BSD-3-Clause",
"raw_spdx": "BSD-3-Clause",
"file_present": true,
"scorecard_found": true,
"profile_has_license": true
},
"activity": {
"releases": [
{
"tag": "v2.8.0",
"kind": "minor",
"published_at": "2026-07-20T07:24:47Z"
},
{
"tag": "v2.7.0",
"kind": "minor",
"published_at": "2026-01-09T09:58:16Z"
},
{
"tag": "v2.6.4",
"kind": "patch",
"published_at": "2025-10-28T12:09:37Z"
},
{
"tag": "v2.6.3",
"kind": "patch",
"published_at": "2025-10-01T15:31:44Z"
},
{
"tag": "v2.6.2",
"kind": "patch",
"published_at": "2025-08-27T09:32:42Z"
},
{
"tag": "v2.6.1",
"kind": "patch",
"published_at": "2025-08-25T08:25:16Z"
},
{
"tag": "v2.6.0",
"kind": "minor",
"published_at": "2025-07-17T13:32:27Z"
},
{
"tag": "v2.5.0",
"kind": "minor",
"published_at": "2025-06-26T15:04:16Z"
},
{
"tag": "v2.4.4",
"kind": "patch",
"published_at": "2025-06-26T11:24:27Z"
},
{
"tag": "v2.4.3",
"kind": "patch",
"published_at": "2025-06-03T13:59:57Z"
},
{
"tag": "v2.4.2",
"kind": "patch",
"published_at": "2025-06-03T11:34:03Z"
},
{
"tag": "v2.4.1",
"kind": "patch",
"published_at": "2025-04-10T10:50:38Z"
},
{
"tag": "v2.4.0",
"kind": "minor",
"published_at": "2025-04-03T13:15:32Z"
},
{
"tag": "v2.3.1",
"kind": "patch",
"published_at": "2025-01-08T09:05:03Z"
},
{
"tag": "v2.3.0",
"kind": "minor",
"published_at": "2024-12-04T15:29:57Z"
},
{
"tag": "v2.2.2",
"kind": "patch",
"published_at": "2024-10-24T15:14:25Z"
},
{
"tag": "v2.2.1",
"kind": "patch",
"published_at": "2024-10-24T12:28:21Z"
},
{
"tag": "v2.2",
"kind": "other",
"published_at": "2024-10-24T12:07:28Z"
},
{
"tag": "v2.1",
"kind": "other",
"published_at": "2024-10-02T13:27:07Z"
},
{
"tag": "v1.1",
"kind": "other",
"published_at": "2022-12-15T10:11:21Z"
},
{
"tag": "v1.0",
"kind": "other",
"published_at": "2020-04-20T08:32:30Z"
}
],
"recent_commits": [
{
"oid": "025389747c71d959a6aa459a57864cf87f96dd7b",
"body": "* fix tz issue in create scaling factors",
"is_bot": false,
"headline": "Fix hdd timezone hardcoded (#135)",
"author_name": "Lionel Constantin",
"author_login": "lionel42",
"committed_at": "2026-07-16T13:35:56Z",
"body_truncated": false,
"is_coding_agent": false
},
{
"oid": "34372f6fa04e98a20c715ca928217068f9bcc874",
"body": "* improved preformance for temporal profiles\n\n* additional plot profiles supported \n\n* better plotting of temporal profiles in plot_inventory\n\n* fixing remapping with don't merge and negative values\n\n* fix ci for EDGAR download as slow test\n\n* allow reversed lat grid in clipping grid\n\n* adding new tests to verify operations\n\n* spped improvement for hourofyear profiles\n\n* allow for selecting per profile interpolation method in interpolate profiles",
"is_bot": false,
"headline": "Improvements for profiles handling and plotting and tests (#138)",
"author_name": "Lionel Constantin",
"author_login": "lionel42",
"committed_at": "2026-07-16T09:30:18Z",
"body_truncated": false,
"is_coding_agent": false
},
{
"oid": "0647b474a88fd3541dce917ef18061ba6643867e",
"body": "* fix number of cells in footprint grid\n\n* fix nan values in human respiration\n\n* fix weights paths\n\n* version",
"is_bot": false,
"headline": "Fix zh script footprints (#137)",
"author_name": "Lionel Constantin",
"author_login": "lionel42",
"committed_at": "2026-07-08T11:06:04Z",
"body_truncated": false,
"is_coding_agent": false
},
{
"oid": "e7715e40f19c3e98a368f8073205a9e8b700f5e3",
"body": "Allow lines cropping, including tests",
"is_bot": false,
"headline": "adding support for line cropping and remapping(#136)",
"author_name": "Lionel Constantin",
"author_login": "lionel42",
"committed_at": "2026-07-08T11:01:16Z",
"body_truncated": false,
"is_coding_agent": false
},
{
"oid": "e1e00b0dfcfc4ae2f5c05c9f24825305fbffe5fa",
"body": "* adding agents files\n\n* adding notice in docs and readme\n\n\n---------\n\nCo-authored-by: Copilot Autofix powered by AI <175728472+Copilot@users.noreply.github.com>",
"is_bot": false,
"headline": "Adding agents (#134)",
"author_name": "Lionel Constantin",
"author_login": "lionel42",
"committed_at": "2026-05-28T14:08:12Z",
"body_truncated": false,
"is_coding_agent": true
},
{
"oid": "3528c69ceb52682adb7a51c3438357b916294208",
"body": "* script option in netcfd\n* Update scripts/zh_2_raster.py defaults/paths (footprints grid, Swiss outside, human respiration) \n* Fix substance-merging behavior \n* update for new data formats (SwissPRTR and Quartieranalyse)",
"is_bot": false,
"headline": "Updates zurich script (#133)",
"author_name": "Lionel Constantin",
"author_login": "lionel42",
"committed_at": "2026-05-28T12:40:47Z",
"body_truncated": false,
"is_coding_agent": false
},
{
"oid": "36dba9e377260af7107d6218763882ec4f337016",
"body": null,
"is_bot": false,
"headline": "fix - lambda for vprm in docs (#132)",
"author_name": "Lionel Constantin",
"author_login": "lionel42",
"committed_at": "2026-05-19T14:02:26Z",
"body_truncated": false,
"is_coding_agent": false
},
{
"oid": "cf297ea0a35161553267b40fcae4c4b4794fde31",
"body": "* fix double backslash in rst\n\n* fix versions for readthedocs build\n\n* remove text scale confusion\n\n\n---------\n\nCo-authored-by: Copilot Autofix powered by AI <175728472+Copilot@users.noreply.github.com>",
"is_bot": false,
"headline": "fix double backslash in rst (#130)",
"author_name": "Lionel Constantin",
"author_login": "lionel42",
"committed_at": "2026-04-22T15:19:18Z",
"body_truncated": false,
"is_coding_agent": true
},
{
"oid": "93af864771b9c2ca945516601240d940b47d1fe3",
"body": "* adding bare plot option\n\n* adding tests",
"is_bot": false,
"headline": "Clean plot (#129)",
"author_name": "Lionel Constantin",
"author_login": "lionel42",
"committed_at": "2026-04-22T14:08:02Z",
"body_truncated": false,
"is_coding_agent": false
},
{
"oid": "999104e37c2bf22d18390a40517c0e8674ac8931",
"body": "* adding warning negative lambda\n\n* small fixes for vprm plot\n\n---------\n\nCo-authored-by: Copilot <175728472+Copilot@users.noreply.github.com>",
"is_bot": false,
"headline": "Vprm fixes (#128)",
"author_name": "Lionel Constantin",
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{
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{
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"band": "moderate",
"name": "Engineering practices",
"note": null,
"notes": [],
"value": 64,
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"components": [
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"points": 24,
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"details": [
{
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}
],
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{
"key": "tests_present",
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"points": 24,
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"details": [],
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},
{
"key": "linter_config",
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{
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"points": 0,
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},
{
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{
"key": "openssf_scorecard_ci_tests",
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"max_points": 20
}
]
},
{
"key": "documentation",
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"note": null,
"notes": [],
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"inputs": {
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{
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{
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{
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},
{
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{
"key": "wiki",
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"detail": null,
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]
}
],
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},
{
"key": "security",
"band": "moderate",
"name": "Security",
"value": 57,
"weight": 0.16,
"metrics": [
{
"key": "security_posture",
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"notes": [
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"points": 7.5,
"status": "met",
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"max_points": 7.5
},
{
"key": "branch_protection",
"name": "Branch-Protection",
"detail": "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",
"points": 0,
"status": "excluded",
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}
],
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{
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},
{
"key": "cii_best_practices",
"name": "CII-Best-Practices",
"detail": "no effort to earn an OpenSSF best practices badge detected",
"points": 0,
"status": "missed",
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},
{
"key": "code_review",
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"points": 0,
"status": "missed",
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},
{
"key": "contributors",
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"points": 2.5,
"status": "met",
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},
{
"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": "no update tool detected",
"points": 0,
"status": "missed",
"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",
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"points": 4.5,
"status": "partial",
"details": [],
"max_points": 7.5
},
{
"key": "packaging",
"name": "Packaging",
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"points": 5,
"status": "met",
"details": [],
"max_points": 5
},
{
"key": "pinned_dependencies",
"name": "Pinned-Dependencies",
"detail": "dependency not pinned by hash detected -- score normalized to 0",
"points": 0,
"status": "missed",
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"max_points": 5
},
{
"key": "sast",
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"points": 0,
"status": "missed",
"details": [],
"max_points": 5
},
{
"key": "security_policy",
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"detail": "security policy file not detected",
"points": 0,
"status": "missed",
"details": [],
"max_points": 5
},
{
"key": "signed_releases",
"name": "Signed-Releases",
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"points": 0,
"status": "excluded",
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"code": "no_data",
"params": {}
}
],
"max_points": 7.5
},
{
"key": "token_permissions",
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"detail": "detected GitHub workflow tokens with excessive permissions",
"points": 0,
"status": "missed",
"details": [],
"max_points": 7.5
},
{
"key": "vulnerabilities",
"name": "Vulnerabilities",
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"points": 7.5,
"status": "met",
"details": [],
"max_points": 7.5
}
]
},
{
"key": "dependency_advisories",
"band": "excellent",
"name": "Dependency advisories",
"note": "Excluded from scoring (no data or not applicable): No advisories left outstanding. Remaining weights renormalized. Matched the pypi:emiproc@2.8.0 runtime dependency closure — what installing the published package pulls in — 35 packages. Reachability is not analyzed.",
"notes": [
{
"code": "excluded_no_data",
"params": {
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}
},
{
"code": "weights_renormalized",
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},
{
"code": "advisories_scope_published",
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}
},
{
"code": "advisories_reachability",
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}
],
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"affected_packages": 0,
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"affected_by_severity": "none",
"direct_affected_packages": 0
},
"components": [
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"points": 35,
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"details": [
{
"code": "no_direct_advisories",
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}
],
"max_points": 35
},
{
"key": "indirect_dependencies_free_of_known_advisories",
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"points": 25,
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{
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]
},
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"key": "malicious_dependencies",
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"note": null,
"notes": [],
"value": 100,
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"components": [
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"max_points": 100
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]
},
{
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"notes": [
{
"code": "jurisdiction_evidence_limits",
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}
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"value": 100,
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"components": [
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"status": "met",
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"code": "jurisdiction_no_match",
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}
],
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]
}
],
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{
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"name": "AI Readiness",
"value": 56,
"weight": 0,
"metrics": [
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{
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{
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{
"key": "demonstrated_agent_practice",
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],
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{
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},
{
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"components": [
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],
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},
{
"key": "manageable_file_sizes",
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"oversized": 0
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}
],
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]
},
{
"key": "ai_interfaces",
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"note": null,
"notes": [],
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"inputs": {
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"has_mcp_signal": false,
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"components": [
{
"key": "api_schema_openapi_graphql_proto",
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"detail": null,
"points": 0,
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},
{
"key": "mcp_server",
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},
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}
],
"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": [
"Star history unavailable: GitHub GraphQL error: Resource not accessible by personal access token"
],
"report_type": "repository",
"generated_at": "2026-07-28T22:31:05.748693Z",
"schema_version": "0.27.0",
"badge_url": "https://raw.githubusercontent.com/inspect-software/badges/main/v1/c/C2SM-RCM/emiproc.svg",
"full_name": "C2SM-RCM/emiproc",
"license_state": "standard",
"license_spdx": "BSD-3-Clause"
}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 v0.27.0 — full methodology · metrics wiki.
How one result sits in the wider record: aggregate statistics — PyPI.