Public recordModerate
Software health reportschema 0.27.0 · metrics 1.13.0 · 2026-07-26 08:41 UTC
iiasa / climate-assessment
iiasa/climate-assessment holds a health index of 56 out of 100, placing it in the Moderate band. It scores highest on Engineering Quality (88/100) and lowest on Vitality (37/100). It was last updated 101 days ago. A single contributor accounts for most of its recent work.
56
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.
56
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
IIASAOrganization
212 followers202 public repossince Oct 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 | climate-assessment | 0.1.6 | - | 5 | 340 days ago | climateintegrated-assessmentemissionstemperatureipcc |
Metrics by category
Vitality
Is the project alive — is code being written and are releases shipping?
37
Development activity
20Critical
How it's scored
| 9.9/36 | Push recency — last push 101 days ago |
| 2.1/36 | Commit cadence — 3/52 weeks with commits |
| 8.1/18 | Commit volume — 7 commits in the last year |
| 0/10 | OpenSSF Scorecard: Maintained — 0 commit(s) and 0 issue activity found in the last 90 days -- score normalized to 0 |
Inputs used
| commits_last_year | 7 |
| human_commit_share | 1 |
| days_since_last_push | 101 |
| active_weeks_last_year | 3 |
Release discipline
62Moderate
How it's scored
| 27/27 | Ships releases — 7 releases published |
| 16.2/36 | Release recency — latest release 340 days ago |
| 12.6/27 | Release cadence — a release every ~194.7 days |
| 0/10 | OpenSSF Scorecard: Signed-Releases — no data |
Inputs used
| releases_count | 7 |
| latest_release_tag | v0.1.6 |
| releases_from_tags | no |
| days_since_latest_release | 340 |
| mean_days_between_releases | 194.7 |
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?
45
Popularity & adoption
35At risk
How it's scored
| 22.7/60 | Stars — 26 stars |
| 10.7/25 | Forks — 20 forks |
| 1.7/15 | Watchers — 3 watchers |
Inputs used
| forks | 20 |
| stars | 26 |
| watchers | 3 |
| growth_state | unverified |
| growth_factor_pct | 100 |
| growth_unverified_reason | no_history |
Community health
57Moderate
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 |
| 6.3/6.3 | 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 | yes |
Sustainability & Governance
Will the project survive its people — bus factor, responsiveness, who backs it, and package upkeep?
62
Maintainer resilience (bus factor)
40At risk
How it's scored
| 9/54 | Bus factor — 1 contributor(s) cover half of all commits |
| 11/22.5 | Commit distribution — top contributor authored 51% of commits |
| 9.5/13.5 | Contributor breadth — 7 contributors |
| 10/10 | OpenSSF Scorecard: Contributors — project has 3 contributing companies or organizations -- score normalized to 10 |
Inputs used
| bus_factor | 1 |
| contributors_sampled | 7 |
| top_contributor_share | 0.513 |
Issue & PR responsiveness
57Moderate
How it's scored
| 20.5/46.8 | Issue resolution — 44% of issues closed |
| 27.1/38.3 | PR acceptance — 22/31 decided PRs merged |
| 9/15 | OpenSSF Scorecard: Code-Review — Found 2/3 approved changesets -- score normalized to 6 |
Inputs used
| merged_prs | 22 |
| open_issues | 27 |
| closed_issues | 21 |
| issue_closed_ratio | 0.438 |
| closed_unmerged_prs | 9 |
Ownership & stewardship
72Good
How it's scored
| 30/30 | Ownership backing — organization-owned |
| 0/20 | Verified domain |
| 16.7/25 | Owner reach — 212 followers of iiasa |
| 25/25 | Track record — 202 public repos, account ~10 yr old |
Inputs used
| followers | 212 |
| owner_type | Organization |
| is_verified | — |
| owner_login | iiasa |
| public_repos | 202 |
| account_age_days | 3,930 |
Package maintenance
91Excellent
How it's scored
| 25/25 | Published & resolvable — 1 package(s) on pypi |
| 26/35 | Publish recency — latest publish 340 days ago |
| 20/20 | Version history — 5 published versions |
| 20/20 | Not deprecated — active, not deprecated or yanked |
Inputs used
| packages | climate-assessment |
| ecosystems | pypi |
| any_deprecated | no |
| min_days_since_publish | 340 |
Engineering Quality
Are baseline engineering and documentation practices in place?
88
Engineering practices
94Excellent
How it's scored
| 24/24 | CI workflows — 4 workflow(s) |
| 24/24 | Tests present |
| 16/16 | Linter config |
| 9.6/9.6 | Pre-commit hooks |
| 0/6.4 | .editorconfig |
| 20/20 | OpenSSF Scorecard: CI-Tests — 3 out of 3 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 | yes |
| has_precommit_config | yes |
Documentation
80Good
How it's scored
| 30/30 | README |
| 25/25 | Documentation directory |
| 15/15 | Documentation / homepage site — https://climate-assessment.readthedocs.io/en/latest |
| 0/10 | Repository description |
| 0/10 | Topics |
| 10/10 | Wiki |
Inputs used
| topics | — |
| has_wiki | yes |
| homepage | https://climate-assessment.readthedocs.io/en/latest |
| has_readme | yes |
| has_docs_dir | yes |
| has_description | no |
Security
Are visible security and supply-chain practices strong, without unresolved high-risk jurisdiction exposure?
47
Security posture
38At 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 — 3 out of 3 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 |
| 4.5/7.5 | Code-Review — Found 2/3 approved changesets -- score normalized to 6 |
| 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 |
| 0/7.5 | Maintained — 0 commit(s) and 0 issue activity found in the last 90 days -- score normalized to 0 |
| 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 |
| 0/7.5 | Vulnerabilities — 49 existing vulnerabilities detected |
Inputs used
| source | openssf_scorecard |
| checks_evaluated | 16 |
| scorecard_version | v5.5.0 |
| checks_inconclusive | 2 |
| scorecard_aggregate | 3.8 |
Excluded from scoring (no data or not applicable): branch_protection, signed_releases. Remaining weights renormalized.
Dependency advisories
83Good
How it's scored
| 17.9/35 | Direct dependencies free of known advisories — 1 affected: setuptools 80.10.2 (moderate 6.1) |
| 25/25 | Indirect dependencies free of known advisories — no indirect dependency carries a known advisory |
| 40/40 | No advisories left outstanding — no advisory has been public longer than 90 days |
Inputs used
| source | osv |
| advisories | 2 |
| affected_packages | 1 |
| assessed_packages | 111 |
| unassessed_packages | 0 |
| affected_by_severity | moderate 1 |
| direct_affected_packages | 1 |
Matched the pypi:climate-assessment@0.1.6 runtime dependency closure — what installing the published package pulls in — 111 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.
40
Agent context & guidance
4Critical
How it's scored
| 0/45 | Agent instructions — no CLAUDE.md / AGENTS.md / editor rules |
| 0/15 | Machine-readable docs (llms.txt) |
| 3.7/40 | Legible commit history — 7 of 100 human commits state their intent (structured subject or explanatory body) |
Inputs used
| has_llms_txt | no |
| legible_history_share | 0.07 |
| agent_instruction_files | — |
| agent_instruction_max_bytes | — |
Verify loop (build / test / typecheck)
61Moderate
How it's scored
| 18/18 | One-command bootstrap — Makefile, docs/Makefile |
| 22/22 | Automated tests |
| 11/11 | Lint / format config |
| 0/11 | Static type checking |
| 10/10 | Reproducible environment — Dockerfile, lockfile |
| 0/10 | Demonstrated agent practice — no agent-authored commits among the last 100 |
| 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 | poetry.lock |
| has_dockerfile | yes |
| typed_language | no |
| bootstrap_files | Makefile, docs/Makefile |
| has_devcontainer | no |
| has_linter_config | yes |
| typecheck_configs | — |
| agent_commit_share | 0 |
| 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 — 0/56 source files over 60KB |
Inputs used
| primary_language | Python |
| largest_source_bytes | 39,000 |
| source_files_sampled | 56 |
| 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 — notebooks |
Inputs used
| example_dirs | notebooks |
| has_mcp_signal | no |
| api_schema_files | — |
Key facts
26GitHub stars
7contributors
7commits, last 12 months
101days since last push
7releases
1bus factor
27open 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 ★ / 20 ⇿
0Stars
20Forks
6Releases
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 0Patch 6
Each point covers 4 days.
OpenSSF Scorecard 3.8 / 10
3.8aggregate
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 | 3 out of 3 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 |
| 6 | Code-Review | Found 2/3 approved changesets -- score normalized to 6 |
| 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 |
| 0 | Maintained | 0 commit(s) and 0 issue activity found in the last 90 days -- score normalized to 0 |
| 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 |
| 0 | Vulnerabilities | 49 existing vulnerabilities detected |
Direct dependencies 12
| Registry | Package | Version constraint | Manifest |
|---|---|---|---|
| PyPI | aneris_iamc | ==0.3.1 | pyproject.toml |
| PyPI | fair | ==1.6.2 | pyproject.toml |
| PyPI | ixmp4 | >=0.9.10 | pyproject.toml |
| PyPI | joblib | ^1.3.2 | pyproject.toml |
| PyPI | openscm-runner | ==0.12.1 | pyproject.toml |
| PyPI | pandas | ^2.2.2 | pyproject.toml |
| PyPI | pooch | ^1.8.0 | pyproject.toml |
| PyPI | pyam-iamc | >=2.2.2 | pyproject.toml |
| PyPI | pymagicc | ==2.1.5 | pyproject.toml |
| PyPI | scmdata | ^0.18.0 | pyproject.toml |
| PyPI | silicone | ==1.3.0 | pyproject.toml |
| PyPI | setuptools | ^80.9.0 | pyproject.toml |
All dependencies 122
Full resolved dependency set from the GitHub dependency graph: 12 direct and 110 indirect (transitive) packages. The transitive closure is complete when the repository commits a lockfile.
| Registry | Package | Version | Relation |
|---|---|---|---|
| PyPI | aneris-iamc | 0.3.1 | direct |
| PyPI | fair | 1.6.2 | direct |
| PyPI | ixmp4 | 0.9.10 | direct |
| PyPI | joblib | 1.5.1 | direct |
| PyPI | openscm-runner | 0.12.1 | direct |
| PyPI | pandas | 2.3.1 | direct |
| PyPI | pooch | 1.8.2 | direct |
| PyPI | pyam-iamc | 3.0.0 | direct |
| PyPI | pymagicc | 2.1.5 | direct |
| PyPI | scmdata | 0.18.0 | direct |
| PyPI | setuptools | 80.9.0 | direct |
| PyPI | silicone | 1.3.0 | direct |
| PyPI | alabaster | 0.7.16 | indirect |
| PyPI | alembic | 1.16.4 | indirect |
| PyPI | annotated-types | 0.7.0 | indirect |
| PyPI | anyio | 4.9.0 | indirect |
| PyPI | babel | 2.17.0 | indirect |
| PyPI | certifi | 2025.7.14 | indirect |
| PyPI | cfgv | 3.4.0 | indirect |
| PyPI | cftime | 1.6.4.post1 | indirect |
| PyPI | charset-normalizer | 3.4.2 | indirect |
| PyPI | click | 8.2.1 | indirect |
| PyPI | colorama | 0.4.6 | indirect |
| PyPI | contourpy | 1.3.2 | indirect |
| PyPI | coverage | 7.9.2 | indirect |
| PyPI | cycler | 0.12.1 | indirect |
| PyPI | distlib | 0.4.0 | indirect |
| PyPI | docutils | 0.20.1 | indirect |
| PyPI | et-xmlfile | 2.0.0 | indirect |
| PyPI | f90nml | 1.4.5 | indirect |
| PyPI | fastapi | 0.116.1 | indirect |
| PyPI | filelock | 3.18.0 | indirect |
| PyPI | flexcache | 0.3 | indirect |
| PyPI | flexparser | 0.4 | indirect |
| PyPI | fonttools | 4.59.0 | indirect |
| PyPI | globalwarmingpotentials | 0.11.1 | indirect |
| PyPI | greenlet | 3.2.3 | indirect |
| PyPI | h11 | 0.16.0 | indirect |
| PyPI | h2 | 4.2.0 | indirect |
| PyPI | hpack | 4.1.0 | indirect |
| PyPI | httpcore | 1.0.9 | indirect |
| PyPI | httpx | 0.28.1 | indirect |
| PyPI | hyperframe | 6.1.0 | indirect |
| PyPI | iam-units | 2023.9.12 | indirect |
| PyPI | identify | 2.6.12 | indirect |
| PyPI | idna | 3.10 | indirect |
| PyPI | imagesize | 1.4.1 | indirect |
| PyPI | iniconfig | 2.1.0 | indirect |
| PyPI | jinja2 | 3.1.6 | indirect |
| PyPI | kiwisolver | 1.4.8 | indirect |
| PyPI | mako | 1.3.10 | indirect |
| PyPI | markdown-it-py | 3.0.0 | indirect |
| PyPI | markupsafe | 3.0.2 | indirect |
| PyPI | matplotlib | 3.10.3 | indirect |
| PyPI | mdurl | 0.1.2 | indirect |
| PyPI | mypy | 1.17.0 | indirect |
| PyPI | mypy-extensions | 1.1.0 | indirect |
| PyPI | nodeenv | 1.9.1 | indirect |
| PyPI | numpy | 2.3.1 | indirect |
| PyPI | openpyxl | 3.1.5 | indirect |
| PyPI | openscm-units | 0.6.3 | indirect |
| PyPI | packaging | 25.0 | indirect |
| PyPI | pandas-datapackage-reader | 0.18.0 | indirect |
| PyPI | pandera | 0.25.0 | indirect |
| PyPI | pathspec | 0.12.1 | indirect |
| PyPI | pillow | 11.3.0 | indirect |
| PyPI | pint | 0.24.4 | indirect |
| PyPI | pint-pandas | 0.7.1 | indirect |
| PyPI | platformdirs | 4.3.8 | indirect |
| PyPI | pluggy | 1.6.0 | indirect |
| PyPI | ply | 3.11 | indirect |
| PyPI | pre-commit | 3.8.0 | indirect |
| PyPI | psycopg | 3.2.9 | indirect |
| PyPI | psycopg-binary | 3.2.9 | indirect |
| PyPI | pydantic | 2.11.7 | indirect |
| PyPI | pydantic-core | 2.33.2 | indirect |
| PyPI | pydantic-settings | 2.10.1 | indirect |
| PyPI | pygments | 2.19.2 | indirect |
| PyPI | pyjwt | 2.10.1 | indirect |
| PyPI | pyomo | 6.9.2 | indirect |
| PyPI | pyparsing | 3.2.3 | indirect |
| PyPI | pytest | 8.4.1 | indirect |
| PyPI | pytest-cov | 5.0.0 | indirect |
| PyPI | python-dateutil | 2.9.0.post0 | indirect |
| PyPI | python-dotenv | 1.1.1 | indirect |
| PyPI | pytz | 2025.2 | indirect |
| PyPI | pyyaml | 6.0.2 | indirect |
| PyPI | requests | 2.32.4 | indirect |
| PyPI | rich | 14.0.0 | indirect |
| PyPI | scipy | 1.16.0 | indirect |
| PyPI | seaborn | 0.13.2 | indirect |
| PyPI | shellingham | 1.5.4 | indirect |
| PyPI | six | 1.17.0 | indirect |
| PyPI | sniffio | 1.3.1 | indirect |
| PyPI | snowballstemmer | 3.0.1 | indirect |
| PyPI | sphinx | 7.4.7 | indirect |
| PyPI | sphinx-rtd-theme | 2.0.0 | indirect |
| PyPI | sphinxcontrib-applehelp | 2.0.0 | indirect |
| PyPI | sphinxcontrib-devhelp | 2.0.0 | indirect |
| PyPI | sphinxcontrib-htmlhelp | 2.1.0 | indirect |
| PyPI | sphinxcontrib-jquery | 4.1 | indirect |
| PyPI | sphinxcontrib-jsmath | 1.0.1 | indirect |
| PyPI | sphinxcontrib-qthelp | 2.0.0 | indirect |
| PyPI | sphinxcontrib-serializinghtml | 2.0.0 | indirect |
| PyPI | sqlalchemy | 2.0.41 | indirect |
| PyPI | sqlalchemy-utils | 0.41.2 | indirect |
| PyPI | starlette | 0.47.2 | indirect |
| PyPI | toml | 0.10.2 | indirect |
| PyPI | tqdm | 4.67.1 | indirect |
| PyPI | typeguard | 4.4.4 | indirect |
| PyPI | typer | 0.16.0 | indirect |
| PyPI | typing-extensions | 4.14.1 | indirect |
| PyPI | typing-inspect | 0.9.0 | indirect |
| PyPI | typing-inspection | 0.4.1 | indirect |
| PyPI | tzdata | 2025.2 | indirect |
| PyPI | urllib3 | 2.5.0 | indirect |
| PyPI | versioneer | 0.29 | indirect |
| PyPI | virtualenv | 20.32.0 | indirect |
| PyPI | wquantiles | 0.6 | indirect |
| PyPI | xarray | 2025.7.1 | indirect |
| PyPI | xlrd | 2.0.2 | indirect |
| PyPI | xlsxwriter | 3.2.5 | indirect |
Dependency advisories 1
Installing pypi:climate-assessment@0.1.6 pulls in 111 packages, direct and transitive: 1 carry known advisories, of which 1 are direct dependencies.
| Package | Version | Relation | Severity | Advisories | Fixed in |
|---|---|---|---|---|---|
| setuptools | 80.10.2 | direct | moderate | 2 | 83.0.0 |
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": [],
"is_fork": false,
"size_kb": 256925,
"has_wiki": true,
"homepage": "https://climate-assessment.readthedocs.io/en/latest",
"languages": {
"Shell": 109,
"Python": 346848,
"Makefile": 1958,
"Dockerfile": 588,
"Jupyter Notebook": 47344
},
"pushed_at": "2026-04-15T13:08:48Z",
"created_at": "2022-06-08T09:08:03Z",
"owner_type": "Organization",
"updated_at": "2026-06-12T11:56:53Z",
"description": null,
"is_archived": false,
"is_disabled": false,
"license_spdx": "MIT",
"default_branch": "main",
"license_spdx_raw": "MIT",
"primary_language": "Python",
"significant_languages": [
"Python",
"Jupyter Notebook"
]
},
"owner": {
"blog": "https://www.iiasa.ac.at",
"name": "IIASA",
"type": "Organization",
"login": "iiasa",
"company": null,
"location": "Laxenburg, Austria",
"followers": 212,
"avatar_url": "https://avatars.githubusercontent.com/u/15230149?v=4",
"created_at": "2015-10-21T11:14:33Z",
"is_verified": null,
"public_repos": 202,
"account_age_days": 3930
},
"license": {
"state": "standard",
"spdx_id": "MIT",
"raw_spdx": "MIT",
"file_present": true,
"scorecard_found": true,
"profile_has_license": true
},
"activity": {
"releases": [
{
"tag": "v0.1.6",
"kind": "patch",
"published_at": "2025-08-19T13:02:07Z"
},
{
"tag": "v0.1.5",
"kind": "patch",
"published_at": "2025-07-25T12:38:03Z"
},
{
"tag": "v0.1.4",
"kind": "patch",
"published_at": "2025-07-24T14:50:08Z"
},
{
"tag": "v0.1.3",
"kind": "patch",
"published_at": "2023-08-01T14:11:45Z"
},
{
"tag": "v0.1.2",
"kind": "patch",
"published_at": "2023-06-13T15:26:11Z"
},
{
"tag": "v0.1.1",
"kind": "patch",
"published_at": "2022-06-30T08:06:46Z"
},
{
"tag": "v0.1.0",
"kind": "minor",
"published_at": "2022-06-08T14:32:41Z"
}
],
"recent_commits": [
{
"oid": "7a80198ccc9e185003776c1c4dd6675733d0b781",
"body": "Update CO2 sectors for newer common-definitions",
"is_bot": false,
"headline": "Merge pull request #90 from iiasa/update-co2-sectors-common-definitions",
"author_name": "Jarmo Kikstra",
"author_login": "jkikstra",
"committed_at": "2026-03-31T15:52:27Z",
"body_truncated": false,
"is_coding_agent": false
},
{
"oid": "6c7c5a8b437d4deb24c325e5e4b12b823043bafe",
"body": null,
"is_bot": false,
"headline": "Fix trailing whitespace",
"author_name": "Jarmo Kikstra",
"author_login": "jkikstra",
"committed_at": "2026-03-31T15:28:08Z",
"body_truncated": false,
"is_coding_agent": false
},
{
"oid": "6fa1a681cc2391255ab0c74cb2684c0fd33010dc",
"body": null,
"is_bot": false,
"headline": "Update Docs and CHANGELOG",
"author_name": "jkikstra",
"author_login": "jkikstra",
"committed_at": "2026-02-28T16:27:40Z",
"body_truncated": false,
"is_coding_agent": false
},
{
"oid": "7e1d17ff2320a8d75de7024563ba44cc1cf8a735",
"body": null,
"is_bot": false,
"headline": "Update checks.py",
"author_name": "jkikstra",
"author_login": "jkikstra",
"committed_at": "2026-02-28T15:44:09Z",
"body_truncated": false,
"is_coding_agent": false
},
{
"oid": "640db7e885fcaee3c3d8642f0d97c11553b99406",
"body": "Release the upper ixmp4 pin",
"is_bot": false,
"headline": "Merge pull request #81 from iiasa/fix/release-ixmp4-pin",
"author_name": "Max Wolschlager",
"author_login": "meksor",
"committed_at": "2025-08-19T13:01:13Z",
"body_truncated": false,
"is_coding_agent": false
},
{
"oid": "ca55828409a2057db41041193f5cac61310225eb",
"body": null,
"is_bot": false,
"headline": "add changes to changelog.md",
"author_name": "Max Wolschlager",
"author_login": "meksor",
"committed_at": "2025-08-19T11:31:46Z",
"body_truncated": false,
"is_coding_agent": false
},
{
"oid": "b38435b7c9949c4e0e5999bbbe8e0b09f58fd870",
"body": null,
"is_bot": false,
"headline": "release the upper ixmp4 pin",
"author_name": "Max Wolschlager",
"author_login": "meksor",
"committed_at": "2025-08-19T11:29:45Z",
"body_truncated": false,
"is_coding_agent": false
},
{
"oid": "6e1be095ddb9293b00ad0115ac42d7c599ec5ff3",
"body": "Fix various issues",
"is_bot": false,
"headline": "Merge pull request #74 from iiasa/feature/fix-publishing",
"author_name": "Philip Hackstock",
"author_login": "phackstock",
"committed_at": "2025-07-25T12:05:54Z",
"body_truncated": false,
"is_coding_agent": false
},
{
"oid": "bb94c08aa7e6d4eb5cce5b76391fd784356d54b0",
"body": null,
"is_bot": false,
"headline": "Add information about poetry 2.x",
"author_name": "Philip Hackstock",
"author_login": "phackstock",
"committed_at": "2025-07-25T11:40:08Z",
"body_truncated": false,
"is_coding_agent": false
},
{
"oid": "3626203777e69df723f06c1c62af8d7f02fa6d47",
"body": null,
"is_bot": false,
"headline": "Update changelog",
"author_name": "Philip Hackstock",
"author_login": "phackstock",
"committed_at": "2025-07-25T11:33:14Z",
"body_truncated": false,
"is_coding_agent": false
},
{
"oid": "c9b845ae1b01d7fddb0a27aae3660daf896310b8",
"body": null,
"is_bot": false,
"headline": "Change RELEASING to markdown",
"author_name": "Philip Hackstock",
"author_login": "phackstock",
"committed_at": "2025-07-25T11:33:07Z",
"body_truncated": false,
"is_coding_agent": false
},
{
"oid": "561688e1fa217d065c4ed8a4e2aba6daa02c5304",
"body": null,
"is_bot": false,
"headline": "Update link",
"author_name": "Philip Hackstock",
"author_login": "phackstock",
"committed_at": "2025-07-25T11:30:31Z",
"body_truncated": false,
"is_coding_agent": false
},
{
"oid": "7a728e4ab751304a11113d06667b5f69a296f0d0",
"body": null,
"is_bot": false,
"headline": "Rename to .yaml for consistency",
"author_name": "Philip Hackstock",
"author_login": "phackstock",
"committed_at": "2025-07-25T11:30:25Z",
"body_truncated": false,
"is_coding_agent": false
},
{
"oid": "24c8eef0f299b9488ea3719c6edb857df479d8af",
"body": null,
"is_bot": false,
"headline": "Translate RELEASING to markdown",
"author_name": "Philip Hackstock",
"author_login": "phackstock",
"committed_at": "2025-07-25T11:28:49Z",
"body_truncated": false,
"is_coding_agent": false
},
{
"oid": "0d331ab21e5b9d422ce1e8dc75ddd58c0ffc6daa",
"body": null,
"is_bot": false,
"headline": "Translate CHANGELOG to markdown",
"author_name": "Philip Hackstock",
"author_login": "phackstock",
"committed_at": "2025-07-25T11:28:28Z",
"body_truncated": false,
"is_coding_agent": false
},
{
"oid": "8e2d1918299ba719be242102e2c5a2482e66fe70",
"body": null,
"is_bot": false,
"headline": "Rename doc folder to docs for consistency",
"author_name": "Philip Hackstock",
"author_login": "phackstock",
"committed_at": "2025-07-25T09:27:53Z",
"body_truncated": false,
"is_coding_agent": false
},
{
"oid": "e18fe1449141e6e59935582091f8b86a0794db8b",
"body": null,
"is_bot": false,
"headline": "Fix readthedocs.yaml (again)",
"author_name": "Philip Hackstock",
"author_login": "phackstock",
"committed_at": "2025-07-25T09:25:53Z",
"body_truncated": false,
"is_coding_agent": false
},
{
"oid": "0b834d54ba9c435e9b0e04668ef626507deb007c",
"body": null,
"is_bot": false,
"headline": "Small fix in readthedocs.yaml",
"author_name": "Philip Hackstock",
"author_login": "phackstock",
"committed_at": "2025-07-25T09:18:51Z",
"body_truncated": false,
"is_coding_agent": false
},
{
"oid": "280c4e40ea94185985d68f6d5a2df51b53974c2d",
"body": null,
"is_bot": false,
"headline": "Fix the docs build",
"author_name": "Philip Hackstock",
"author_login": "phackstock",
"committed_at": "2025-07-25T09:09:07Z",
"body_truncated": false,
"is_coding_agent": false
},
{
"oid": "dcebb4c9bd5378a773243e3625c45e4803a338b7",
"body": null,
"is_bot": false,
"headline": "Fix accidentally broken test",
"author_name": "Philip Hackstock",
"author_login": "phackstock",
"committed_at": "2025-07-25T08:16:14Z",
"body_truncated": false,
"is_coding_agent": false
},
{
"oid": "499ab2dffbe7b4341ac1a04d6afe606e3eebec6d",
"body": null,
"is_bot": false,
"headline": "Update README.md",
"author_name": "Philip Hackstock",
"author_login": "phackstock",
"committed_at": "2025-07-25T07:48:24Z",
"body_truncated": false,
"is_coding_agent": false
},
{
"oid": "06403fedfa084944cb79340ebfebc3a0b6f497bd",
"body": null,
"is_bot": false,
"headline": "Update requirements.txt",
"author_name": "Philip Hackstock",
"author_login": "phackstock",
"committed_at": "2025-07-25T07:47:43Z",
"body_truncated": false,
"is_coding_agent": false
},
{
"oid": "6f7c4dd2f93cc5d382286cf385a9317dc6756630",
"body": null,
"is_bot": false,
"headline": "Update CHANGELOG",
"author_name": "Philip Hackstock",
"author_login": "phackstock",
"committed_at": "2025-07-25T07:47:34Z",
"body_truncated": false,
"is_coding_agent": false
},
{
"oid": "a41844ec0cbe2f8b250484ea61dc28850ea19880",
"body": null,
"is_bot": false,
"headline": "Update ruff config to new version",
"author_name": "Philip Hackstock",
"author_login": "phackstock",
"committed_at": "2025-07-25T07:34:50Z",
"body_truncated": false,
"is_coding_agent": false
},
{
"oid": "733cf5584328816b2e102e6aa856ee911e3ab7bd",
"body": null,
"is_bot": false,
"headline": "Apply ruff linting and formatting",
"author_name": "Philip Hackstock",
"author_login": "phackstock",
"committed_at": "2025-07-25T07:34:36Z",
"body_truncated": false,
"is_coding_agent": false
},
{
"oid": "b651942c282ff2d55811f1804246781588364e60",
"body": null,
"is_bot": false,
"headline": "Use python 3.13 for linting and publish",
"author_name": "Philip Hackstock",
"author_login": "phackstock",
"committed_at": "2025-07-25T07:17:00Z",
"body_truncated": false,
"is_coding_agent": false
},
{
"oid": "e427fe490120f54224944b7c84fed67d91f84cff",
"body": null,
"is_bot": false,
"headline": "Switch order of installing python and poetry around",
"author_name": "Philip Hackstock",
"author_login": "phackstock",
"committed_at": "2025-07-25T07:16:44Z",
"body_truncated": false,
"is_coding_agent": false
},
{
"oid": "1def945cf9b3f01a3d8d43996cd6a7d01fd1b8a8",
"body": null,
"is_bot": false,
"headline": "Update ruff to latest version",
"author_name": "Philip Hackstock",
"author_login": "phackstock",
"committed_at": "2025-07-25T07:15:41Z",
"body_truncated": false,
"is_coding_agent": false
},
{
"oid": "6ed4324e1c74008c47be1dfcb4e489a7d133755e",
"body": null,
"is_bot": false,
"headline": "Update authors",
"author_name": "Philip Hackstock",
"author_login": "phackstock",
"committed_at": "2025-07-24T16:16:48Z",
"body_truncated": false,
"is_coding_agent": false
},
{
"oid": "57a6f13fdbac120c6905fb0b27cd6d855181f3ac",
"body": null,
"is_bot": false,
"headline": "Use dynamic versioning plugin",
"author_name": "Philip Hackstock",
"author_login": "phackstock",
"committed_at": "2025-07-24T16:16:39Z",
"body_truncated": false,
"is_coding_agent": false
},
{
"oid": "fbefbe35d3f992ab91c83dc5501bec72a22f9b84",
"body": null,
"is_bot": false,
"headline": "Update pyproject.toml",
"author_name": "Philip Hackstock",
"author_login": "phackstock",
"committed_at": "2025-07-24T15:59:51Z",
"body_truncated": false,
"is_coding_agent": false
},
{
"oid": "9d238de4a485293f293d4f71cf6d6e4c5a9c78b0",
"body": null,
"is_bot": false,
"headline": "Update poetry to 2.x",
"author_name": "Philip Hackstock",
"author_login": "phackstock",
"committed_at": "2025-07-24T15:59:09Z",
"body_truncated": false,
"is_coding_agent": false
},
{
"oid": "f87508c9156ad74e866f9618c223f8b926eb1a99",
"body": null,
"is_bot": false,
"headline": "Add dynamic versioning plugin",
"author_name": "Philip Hackstock",
"author_login": "phackstock",
"committed_at": "2025-07-24T15:49:20Z",
"body_truncated": false,
"is_coding_agent": false
},
{
"oid": "6e6bd57276bd17c821aec6a43e19bc9b7155315d",
"body": null,
"is_bot": false,
"headline": "Update pyproject.toml",
"author_name": "Philip Hackstock",
"author_login": "phackstock",
"committed_at": "2025-07-24T15:45:42Z",
"body_truncated": false,
"is_coding_agent": false
},
{
"oid": "78c07151c1b9fca80f2941ce509a67bf47b933a7",
"body": null,
"is_bot": false,
"headline": "Remove README.rst",
"author_name": "Philip Hackstock",
"author_login": "phackstock",
"committed_at": "2025-07-24T15:45:29Z",
"body_truncated": false,
"is_coding_agent": false
},
{
"oid": "36ee2ab5e03cf529c099afe9dd4a1c7ca2e80e48",
"body": null,
"is_bot": false,
"headline": "Add README.md",
"author_name": "Philip Hackstock",
"author_login": "phackstock",
"committed_at": "2025-07-24T15:42:53Z",
"body_truncated": false,
"is_coding_agent": false
},
{
"oid": "88359564ef3ff22b604ffa432c5fc880b5aac821",
"body": null,
"is_bot": false,
"headline": "Fix nightly tests",
"author_name": "Philip Hackstock",
"author_login": "phackstock",
"committed_at": "2025-07-24T15:31:56Z",
"body_truncated": false,
"is_coding_agent": false
},
{
"oid": "254eca847278181cf7742bb845251f8257b89281",
"body": null,
"is_bot": false,
"headline": "Fix syntax error in GH action",
"author_name": "Philip Hackstock",
"author_login": "phackstock",
"committed_at": "2025-07-24T15:28:10Z",
"body_truncated": false,
"is_coding_agent": false
},
{
"oid": "e1cb6f84e73f0ab8d9c8fc2910ba9137c6f1d64d",
"body": null,
"is_bot": false,
"headline": "Use poetry for publishing",
"author_name": "Philip Hackstock",
"author_login": "phackstock",
"committed_at": "2025-07-24T15:02:36Z",
"body_truncated": false,
"is_coding_agent": false
},
{
"oid": "3a546b7ba37606d7e1622eb0732dd89db7dc31e3",
"body": "Update dependencies and python versions",
"is_bot": false,
"headline": "Merge pull request #68 from phackstock/feature/update-pyam-and-ixmp4",
"author_name": "Philip Hackstock",
"author_login": "phackstock",
"committed_at": "2025-07-24T14:49:42Z",
"body_truncated": false,
"is_coding_agent": false
},
{
"oid": "0b206a8c31cef89bd4370800bb8ee2f9bef031d4",
"body": "Co-authored-by: Zeb Nicholls <zebedee.nicholls@climate-energy-college.org>",
"is_bot": false,
"headline": "Apply suggestions from code review",
"author_name": "Philip Hackstock",
"author_login": "phackstock",
"committed_at": "2025-07-24T14:08:03Z",
"body_truncated": false,
"is_coding_agent": false
},
{
"oid": "9ad798591776e7cfb9c78b66dcbcdbc1685fb5c9",
"body": null,
"is_bot": false,
"headline": "Update changelog",
"author_name": "Philip Hackstock",
"author_login": "phackstock",
"committed_at": "2025-07-23T14:44:43Z",
"body_truncated": false,
"is_coding_agent": false
},
{
"oid": "b02e430885ecd1f3e189af4cf5a35ce14c429f93",
"body": null,
"is_bot": false,
"headline": "Use latest versions of checkout and setup-python",
"author_name": "Philip Hackstock",
"author_login": "phackstock",
"committed_at": "2025-07-23T14:40:08Z",
"body_truncated": false,
"is_coding_agent": false
},
{
"oid": "3d7405e1e28d19de60256ad7556b2e351a2f9935",
"body": null,
"is_bot": false,
"headline": "Update to matrix testing",
"author_name": "Philip Hackstock",
"author_login": "phackstock",
"committed_at": "2025-07-23T14:39:54Z",
"body_truncated": false,
"is_coding_agent": false
},
{
"oid": "3782d71ac47dadebd2bb4fdb0ced268a606eec66",
"body": null,
"is_bot": false,
"headline": "Use pre-built GitHub action to install poetry",
"author_name": "Philip Hackstock",
"author_login": "phackstock",
"committed_at": "2025-07-23T14:37:58Z",
"body_truncated": false,
"is_coding_agent": false
},
{
"oid": "4cd1b9542bba48f0ba19afed059d14c431125ee4",
"body": null,
"is_bot": false,
"headline": "Add setuptools for python 3.12 and 3.13 compatibility",
"author_name": "Philip Hackstock",
"author_login": "phackstock",
"committed_at": "2025-07-23T14:24:58Z",
"body_truncated": false,
"is_coding_agent": false
},
{
"oid": "85df66eccbb49534c261a40d8f911415569dfa7d",
"body": null,
"is_bot": false,
"headline": "Allow python from 3.11 up to 3.13",
"author_name": "Philip Hackstock",
"author_login": "phackstock",
"committed_at": "2025-07-23T13:44:11Z",
"body_truncated": false,
"is_coding_agent": false
},
{
"oid": "68fd3e793d3e71ded5d329adc08034446027afb5",
"body": null,
"is_bot": false,
"headline": "Extend testing to python3.11, 3.12 and 3.13",
"author_name": "Philip Hackstock",
"author_login": "phackstock",
"committed_at": "2025-07-23T13:43:50Z",
"body_truncated": false,
"is_coding_agent": false
},
{
"oid": "019ea6295bca8821c0f83fa9663344aecaba5137",
"body": null,
"is_bot": false,
"headline": "Lift version constraints where possible",
"author_name": "Philip Hackstock",
"author_login": "phackstock",
"committed_at": "2025-07-23T13:24:46Z",
"body_truncated": false,
"is_coding_agent": false
},
{
"oid": "c7d03e87f98c8f08e5b2a7d3521084c149478a49",
"body": null,
"is_bot": false,
"headline": "Update tests after click 8.2.x update",
"author_name": "Philip Hackstock",
"author_login": "phackstock",
"committed_at": "2025-07-22T14:42:18Z",
"body_truncated": false,
"is_coding_agent": false
},
{
"oid": "4c4a8af023a54e3fb80194640e0f31e95040aa7b",
"body": null,
"is_bot": false,
"headline": "Allow pyam 3.0",
"author_name": "Philip Hackstock",
"author_login": "phackstock",
"committed_at": "2025-07-22T13:19:53Z",
"body_truncated": false,
"is_coding_agent": false
},
{
"oid": "a535d5fc5bfd619369f333d13a3d84229555a48e",
"body": null,
"is_bot": false,
"headline": "Adjust second test failing because of pyam ordering",
"author_name": "Philip Hackstock",
"author_login": "phackstock",
"committed_at": "2025-07-22T13:19:43Z",
"body_truncated": false,
"is_coding_agent": false
},
{
"oid": "9df4a755595148e1423468fe38a796b075394aeb",
"body": null,
"is_bot": false,
"headline": "Add type hints",
"author_name": "Philip Hackstock",
"author_login": "phackstock",
"committed_at": "2025-07-22T13:18:13Z",
"body_truncated": false,
"is_coding_agent": false
},
{
"oid": "1a0aa3c95561875f398ac418e877914ff98451a0",
"body": null,
"is_bot": false,
"headline": "Fix test that failed due to changed pyam ordering",
"author_name": "Philip Hackstock",
"author_login": "phackstock",
"committed_at": "2025-07-22T13:02:20Z",
"body_truncated": false,
"is_coding_agent": false
},
{
"oid": "adb80b9a0e6a771ffa8ed764060ca759e1191fc8",
"body": null,
"is_bot": false,
"headline": "Update poetry.lock to include xarray pin",
"author_name": "Philip Hackstock",
"author_login": "phackstock",
"committed_at": "2025-07-22T09:55:26Z",
"body_truncated": false,
"is_coding_agent": false
},
{
"oid": "807112545b8b50c61e2c89a034c868d216591f0a",
"body": null,
"is_bot": false,
"headline": "Revert poetry.lock to when tests ran",
"author_name": "Philip Hackstock",
"author_login": "phackstock",
"committed_at": "2025-07-22T09:54:06Z",
"body_truncated": false,
"is_coding_agent": false
},
{
"oid": "ed3511100cb34425d31b6045177800f260ef65ae",
"body": null,
"is_bot": false,
"headline": "Restrict xarray to <2025.3.0",
"author_name": "Philip Hackstock",
"author_login": "phackstock",
"committed_at": "2025-07-22T09:17:36Z",
"body_truncated": false,
"is_coding_agent": false
},
{
"oid": "4d0771fe5a10414cc0f9bafe034c178d49d0ed7b",
"body": null,
"is_bot": false,
"headline": "Update dependencies",
"author_name": "Philip Hackstock",
"author_login": "phackstock",
"committed_at": "2025-07-21T16:42:49Z",
"body_truncated": false,
"is_coding_agent": false
},
{
"oid": "55fbe986cb0921420fed7673784ae62c0d4d25ce",
"body": null,
"is_bot": false,
"headline": "Update CHANGELOG",
"author_name": "Philip Hackstock",
"author_login": "phackstock",
"committed_at": "2025-07-21T16:42:35Z",
"body_truncated": false,
"is_coding_agent": false
},
{
"oid": "e4a7fdef770567434dc1ebaa66ac51c7f67c2d4b",
"body": null,
"is_bot": false,
"headline": "Update pyam and ixmp4",
"author_name": "Philip Hackstock",
"author_login": "phackstock",
"committed_at": "2024-11-25T16:35:10Z",
"body_truncated": false,
"is_coding_agent": false
},
{
"oid": "8262b854f7536d52e8b460edb3177b1f8036402e",
"body": "Bump dependencies and remove dask",
"is_bot": false,
"headline": "Merge pull request #58 from iiasa/feature/bump-to-latest-pyam",
"author_name": "Philip Hackstock",
"author_login": "phackstock",
"committed_at": "2024-04-24T06:57:55Z",
"body_truncated": false,
"is_coding_agent": false
},
{
"oid": "e67555f0e5cd0a57b5d4a888ebe0b389d8b2f093",
"body": null,
"is_bot": false,
"headline": "Add Changelog entry",
"author_name": "Philip Hackstock",
"author_login": "phackstock",
"committed_at": "2024-04-23T14:01:36Z",
"body_truncated": false,
"is_coding_agent": false
},
{
"oid": "b2461ea6026a7e5d17e86ab1c37e6291fbc887b3",
"body": null,
"is_bot": false,
"headline": "Pin updated dependencies",
"author_name": "Philip Hackstock",
"author_login": "phackstock",
"committed_at": "2024-04-23T13:57:09Z",
"body_truncated": false,
"is_coding_agent": false
},
{
"oid": "47811d84ced771adbade48fae334ff63b5bf3a33",
"body": null,
"is_bot": false,
"headline": "Remove no certificate check after magicc.org fix",
"author_name": "Philip Hackstock",
"author_login": "phackstock",
"committed_at": "2024-04-22T12:47:47Z",
"body_truncated": false,
"is_coding_agent": false
},
{
"oid": "3e113407a975c25757f15696ba7b8cfdc5d93ad9",
"body": null,
"is_bot": false,
"headline": "Add (temporary) MAGICC download workaround",
"author_name": "Philip Hackstock",
"author_login": "phackstock",
"committed_at": "2024-04-22T10:29:58Z",
"body_truncated": false,
"is_coding_agent": false
},
{
"oid": "89fbcd91c8c003e45f3ee0f1835d01f66991170c",
"body": null,
"is_bot": false,
"headline": "Bump dependencies and remove dask",
"author_name": "Philip Hackstock",
"author_login": "phackstock",
"committed_at": "2024-04-22T08:44:51Z",
"body_truncated": false,
"is_coding_agent": false
},
{
"oid": "96371b03cee64caf9836be637f1edf58f0202251",
"body": "Pin requirements",
"is_bot": false,
"headline": "Merge pull request #55 from iiasa/pin-requirements",
"author_name": "Philip Hackstock",
"author_login": "phackstock",
"committed_at": "2024-04-10T16:28:20Z",
"body_truncated": false,
"is_coding_agent": false
},
{
"oid": "30efaa838c2b0c5a8986b08b62a5481709a32c95",
"body": null,
"is_bot": false,
"headline": "Remove dummy file",
"author_name": "Zebedee Nicholls",
"author_login": "znicholls",
"committed_at": "2024-04-10T13:35:28Z",
"body_truncated": false,
"is_coding_agent": false
},
{
"oid": "b40423088e2cfafb83a68ac3c51589fe2c2466c0",
"body": null,
"is_bot": false,
"headline": "More CHANGELOG",
"author_name": "Zebedee Nicholls",
"author_login": "znicholls",
"committed_at": "2024-04-10T13:33:24Z",
"body_truncated": false,
"is_coding_agent": false
},
{
"oid": "3d4fd04ce57c1affeb05ba081c427d8cecdea404",
"body": null,
"is_bot": false,
"headline": "Update CHANGELOG and get docs building from Makefile",
"author_name": "Zebedee Nicholls",
"author_login": "znicholls",
"committed_at": "2024-04-10T13:32:12Z",
"body_truncated": false,
"is_coding_agent": false
},
{
"oid": "7e99bda8418b5feeecb8a5743925879500ea12ce",
"body": null,
"is_bot": false,
"headline": "Remove setup.cfg",
"author_name": "Zebedee Nicholls",
"author_login": "znicholls",
"committed_at": "2024-04-10T13:25:37Z",
"body_truncated": false,
"is_coding_agent": false
},
{
"oid": "13242e769e1d9568df3f118c7fd8162c437c78ee",
"body": null,
"is_bot": false,
"headline": "Fix up importlib block",
"author_name": "Zebedee Nicholls",
"author_login": "znicholls",
"committed_at": "2024-04-10T13:25:22Z",
"body_truncated": false,
"is_coding_agent": false
},
{
"oid": "5dbf2aea25bf02b8c16e73f63f127150b9a5736f",
"body": null,
"is_bot": false,
"headline": "Remove toml dependency",
"author_name": "Zebedee Nicholls",
"author_login": "znicholls",
"committed_at": "2024-04-10T13:23:43Z",
"body_truncated": false,
"is_coding_agent": false
},
{
"oid": "65e16feb291dc09978747be38cdb47bbf81ee6a1",
"body": "Works around https://github.com/dask/dask/issues/11038",
"is_bot": false,
"headline": "Pin ixmp4 and dask",
"author_name": "Zebedee Nicholls",
"author_login": "znicholls",
"committed_at": "2024-04-09T08:41:57Z",
"body_truncated": false,
"is_coding_agent": false
},
{
"oid": "b0a01d0a8878ff354b2079425569f204e37ee704",
"body": null,
"is_bot": false,
"headline": "Fix up CI Python version",
"author_name": "Zebedee Nicholls",
"author_login": "znicholls",
"committed_at": "2024-04-09T08:32:21Z",
"body_truncated": false,
"is_coding_agent": false
},
{
"oid": "29602e71ed5aea7ccbb262d458d377c1cc2126ed",
"body": null,
"is_bot": false,
"headline": "Switch to Python3.11",
"author_name": "Zebedee Nicholls",
"author_login": "znicholls",
"committed_at": "2024-04-09T08:19:54Z",
"body_truncated": false,
"is_coding_agent": false
},
{
"oid": "3c71de55f74d0eeaff837d91a919832630648757",
"body": null,
"is_bot": false,
"headline": "Fix up version string",
"author_name": "Zebedee Nicholls",
"author_login": "znicholls",
"committed_at": "2024-04-09T08:17:15Z",
"body_truncated": false,
"is_coding_agent": false
},
{
"oid": "7cd3aa6ced36a7ecff01c8efa04f10bec14314b8",
"body": null,
"is_bot": false,
"headline": "UPdate CICERO nightly files",
"author_name": "Zebedee Nicholls",
"author_login": "znicholls",
"committed_at": "2024-04-09T08:13:20Z",
"body_truncated": false,
"is_coding_agent": false
},
{
"oid": "e93c33892c1e7055b3f119c993ca2c70571c0947",
"body": null,
"is_bot": false,
"headline": "Update README",
"author_name": "Zebedee Nicholls",
"author_login": "znicholls",
"committed_at": "2024-04-09T07:58:09Z",
"body_truncated": false,
"is_coding_agent": false
},
{
"oid": "db6718e4d86c25984288bab2f50c01734360156f",
"body": null,
"is_bot": false,
"headline": "CHANGELOG",
"author_name": "Zebedee Nicholls",
"author_login": "znicholls",
"committed_at": "2024-04-09T07:56:39Z",
"body_truncated": false,
"is_coding_agent": false
},
{
"oid": "41f2931cf90fcca940837dc607422061f390bf05",
"body": null,
"is_bot": false,
"headline": "Update file that had outdated exclude column in meta",
"author_name": "Zebedee Nicholls",
"author_login": "znicholls",
"committed_at": "2024-04-09T07:32:29Z",
"body_truncated": false,
"is_coding_agent": false
},
{
"oid": "d11e67b9acdc7662bb0d622e297954fe4e3c71e7",
"body": null,
"is_bot": false,
"headline": "Update to pymagicc with fewer warnings",
"author_name": "Zebedee Nicholls",
"author_login": "znicholls",
"committed_at": "2024-04-09T07:23:39Z",
"body_truncated": false,
"is_coding_agent": false
},
{
"oid": "58ceaebe779fdb2c69113fc6af183862447a79b5",
"body": null,
"is_bot": false,
"headline": "Drop CICERO from WG3 reproduction tests",
"author_name": "Zebedee Nicholls",
"author_login": "znicholls",
"committed_at": "2024-04-09T07:07:29Z",
"body_truncated": false,
"is_coding_agent": false
},
{
"oid": "09b534be5968661f4a23054ea45690799b9eba2d",
"body": null,
"is_bot": false,
"headline": "Fix formatting",
"author_name": "Philip Hackstock",
"author_login": "phackstock",
"committed_at": "2024-04-08T11:39:57Z",
"body_truncated": false,
"is_coding_agent": false
},
{
"oid": "987d28d4089fe72184fa3c5bd72d9506cac83cb4",
"body": null,
"is_bot": false,
"headline": "Add file to toml dump",
"author_name": "Philip Hackstock",
"author_login": "phackstock",
"committed_at": "2024-04-08T11:22:41Z",
"body_truncated": false,
"is_coding_agent": false
},
{
"oid": "e1f76b06e4e71d8aa18001264e5fce0372087285",
"body": null,
"is_bot": false,
"headline": "Use ixmp4 to obtain infiller db",
"author_name": "Philip Hackstock",
"author_login": "phackstock",
"committed_at": "2024-04-05T17:09:11Z",
"body_truncated": false,
"is_coding_agent": false
},
{
"oid": "af49a6efd6d23128998507c91e2a726fab7979a0",
"body": null,
"is_bot": false,
"headline": "Track requirements.txt file too",
"author_name": "Zebedee Nicholls",
"author_login": "znicholls",
"committed_at": "2024-04-04T14:34:11Z",
"body_truncated": false,
"is_coding_agent": false
},
{
"oid": "b7ff391fb155803a934b017142ed802147a91c21",
"body": null,
"is_bot": false,
"headline": "Add pymagicc dependency",
"author_name": "Zebedee Nicholls",
"author_login": "znicholls",
"committed_at": "2024-04-04T14:27:17Z",
"body_truncated": false,
"is_coding_agent": false
},
{
"oid": "4a7b7710626c7e8b131e9e5ce876c5d4b7235d6b",
"body": null,
"is_bot": false,
"headline": "More installations",
"author_name": "Zebedee Nicholls",
"author_login": "znicholls",
"committed_at": "2024-04-04T14:23:55Z",
"body_truncated": false,
"is_coding_agent": false
},
{
"oid": "484fec46ce2b6ae44fd3b1bf0895093500673dcb",
"body": null,
"is_bot": false,
"headline": "Install package too",
"author_name": "Zebedee Nicholls",
"author_login": "znicholls",
"committed_at": "2024-04-04T14:19:32Z",
"body_truncated": false,
"is_coding_agent": false
},
{
"oid": "198e016d9e0dae1ad742e863c782fd7141a20500",
"body": null,
"is_bot": false,
"headline": "Fix up extras specification",
"author_name": "Zebedee Nicholls",
"author_login": "znicholls",
"committed_at": "2024-04-04T14:16:43Z",
"body_truncated": false,
"is_coding_agent": false
},
{
"oid": "f2393644a7f23c5ef683f07fd90fb15c23940cf5",
"body": null,
"is_bot": false,
"headline": "Add poetry install to build CI",
"author_name": "Zebedee Nicholls",
"author_login": "znicholls",
"committed_at": "2024-04-04T14:03:10Z",
"body_truncated": false,
"is_coding_agent": false
},
{
"oid": "9e077960b6392dba94bf669c8fb729dfaaf46bbb",
"body": null,
"is_bot": false,
"headline": "Add pre-commit ignores",
"author_name": "Zebedee Nicholls",
"author_login": "znicholls",
"committed_at": "2024-04-04T14:02:42Z",
"body_truncated": false,
"is_coding_agent": false
},
{
"oid": "be35ecaf4078cba01fb89b9e93ac8c46e77452a1",
"body": null,
"is_bot": false,
"headline": "Make checks",
"author_name": "Zebedee Nicholls",
"author_login": "znicholls",
"committed_at": "2024-04-04T13:59:20Z",
"body_truncated": false,
"is_coding_agent": false
},
{
"oid": "8c54eaa1cf4542ed92a164023482cd2c4c7c9d04",
"body": null,
"is_bot": false,
"headline": "Add poetry install to CI",
"author_name": "Zebedee Nicholls",
"author_login": "znicholls",
"committed_at": "2024-04-04T13:57:45Z",
"body_truncated": false,
"is_coding_agent": false
},
{
"oid": "3afec7333d8d78de32c1e7c12c722d502488682a",
"body": null,
"is_bot": false,
"headline": "Try fixing linting",
"author_name": "Zebedee Nicholls",
"author_login": "znicholls",
"committed_at": "2024-04-04T13:49:04Z",
"body_truncated": false,
"is_coding_agent": false
},
{
"oid": "7af8b36303a557ab4cab007a29a87f4f2c080e5a",
"body": null,
"is_bot": false,
"headline": "Add pre-commit config",
"author_name": "Zebedee Nicholls",
"author_login": "znicholls",
"committed_at": "2024-04-04T13:35:54Z",
"body_truncated": false,
"is_coding_agent": false
},
{
"oid": "3e920ce90207266e270b8ebe37ef67d5ad744a35",
"body": null,
"is_bot": false,
"headline": "Lock down dependencies",
"author_name": "Zebedee Nicholls",
"author_login": "znicholls",
"committed_at": "2024-04-04T13:35:35Z",
"body_truncated": false,
"is_coding_agent": false
},
{
"oid": "68e576820bc13ad1f4dd260bc2484da5adb63432",
"body": null,
"is_bot": false,
"headline": "Add pyproject.toml and poetry.lock",
"author_name": "Zebedee Nicholls",
"author_login": "znicholls",
"committed_at": "2024-04-04T13:04:22Z",
"body_truncated": false,
"is_coding_agent": false
},
{
"oid": "f3538919d2c04070a5d19730654cd8e24c8f4a2f",
"body": "Update dependencies (Jarmo-fix)",
"is_bot": false,
"headline": "Merge pull request #50 from iiasa/fix/47",
"author_name": "Zeb Nicholls",
"author_login": "znicholls",
"committed_at": "2024-02-06T09:23:11Z",
"body_truncated": false,
"is_coding_agent": false
}
],
"releases_count": 7,
"commits_last_year": 7,
"latest_release_at": "2025-08-19T13:02:07Z",
"latest_release_tag": "v0.1.6",
"releases_from_tags": false,
"days_since_last_push": 101,
"active_weeks_last_year": 3,
"days_since_latest_release": 340,
"mean_days_between_releases": 194.7
},
"community": {
"has_readme": true,
"has_license": true,
"has_description": false,
"has_contributing": false,
"health_percentage": 37,
"has_issue_template": false,
"has_code_of_conduct": false,
"has_pull_request_template": true
},
"ecosystem": {
"packages": [
{
"name": "climate-assessment",
"exists": true,
"license": "MIT",
"keywords": [
"climate",
"integrated assessment",
"emissions",
"temperature",
"IPCC",
"Development Status :: 3 - Alpha",
"Intended Audience :: Science/Research",
"License :: OSI Approved :: MIT License",
"Operating System :: OS Independent",
"Programming Language :: Python",
"Programming Language :: Python :: 3",
"Programming Language :: Python :: 3.11",
"Topic :: Scientific/Engineering :: Atmospheric Science"
],
"ecosystem": "pypi",
"matches_repo": null,
"registry_url": "https://pypi.org/project/climate-assessment/",
"is_deprecated": false,
"latest_version": "0.1.6",
"repository_url": null,
"versions_count": 5,
"total_downloads": null,
"dependents_count": null,
"deprecation_note": null,
"maintainers_count": null,
"monthly_downloads": null,
"first_published_at": "2022-06-30T08:11:35.467234Z",
"latest_published_at": "2025-08-19T13:02:53.330550Z",
"latest_version_yanked": null,
"days_since_latest_publish": 340
}
]
},
"popularity": {
"forks": 20,
"stars": 26,
"watchers": 3,
"fork_history": {
"days": [
{
"date": "2022-06-09",
"count": 2
},
{
"date": "2022-06-10",
"count": 1
},
{
"date": "2022-06-13",
"count": 1
},
{
"date": "2022-06-15",
"count": 1
},
{
"date": "2022-06-22",
"count": 1
},
{
"date": "2022-07-26",
"count": 2
},
{
"date": "2022-10-11",
"count": 1
},
{
"date": "2023-01-10",
"count": 1
},
{
"date": "2023-03-25",
"count": 1
},
{
"date": "2023-08-07",
"count": 1
},
{
"date": "2023-10-19",
"count": 1
},
{
"date": "2023-11-18",
"count": 1
},
{
"date": "2024-01-04",
"count": 1
},
{
"date": "2024-01-05",
"count": 1
},
{
"date": "2024-01-09",
"count": 1
},
{
"date": "2024-05-16",
"count": 1
},
{
"date": "2026-04-17",
"count": 1
},
{
"date": "2026-04-28",
"count": 1
}
],
"complete": true,
"collected": 20,
"total_forks": 20
},
"star_history": null,
"open_issues_and_prs": 38
},
"ai_readiness": {
"has_nix": false,
"example_dirs": [
"notebooks"
],
"has_llms_txt": false,
"has_dockerfile": true,
"has_mcp_signal": false,
"bootstrap_files": [
"Makefile",
"docs/Makefile"
],
"api_schema_files": [],
"has_devcontainer": false,
"typecheck_configs": [],
"toolchain_manifests": [],
"largest_source_bytes": 39000,
"source_files_sampled": 56,
"oversized_source_files": 0,
"agent_instruction_files": [],
"agent_instruction_max_bytes": null
},
"dependencies": {
"manifests": [
"pyproject.toml",
"requirements.txt"
],
"advisories": {
"error": null,
"scope": "published_package",
"source": "osv",
"findings": [
{
"name": "setuptools",
"direct": true,
"version": "80.10.2",
"severity": "moderate",
"ecosystem": "pypi",
"cvss_score": 6.1,
"advisory_ids": [
"GHSA-h35f-9h28-mq5c",
"PYSEC-2026-3447"
],
"fixed_version": "83.0.0",
"advisory_count": 2,
"oldest_advisory_days": 17
}
],
"collected": true,
"malicious": [],
"truncated": false,
"by_severity": {
"moderate": 1
},
"advisory_count": 2,
"affected_count": 1,
"assessed_count": 111,
"malicious_count": 0,
"assessed_package": "pypi:climate-assessment@0.1.6",
"unassessed_count": 0,
"direct_affected_count": 1
},
"ecosystems": [
"pypi"
],
"dependencies": [
{
"name": "aneris_iamc",
"manifest": "pyproject.toml",
"ecosystem": "pypi",
"version_constraint": "==0.3.1"
},
{
"name": "fair",
"manifest": "pyproject.toml",
"ecosystem": "pypi",
"version_constraint": "==1.6.2"
},
{
"name": "ixmp4",
"manifest": "pyproject.toml",
"ecosystem": "pypi",
"version_constraint": ">=0.9.10"
},
{
"name": "joblib",
"manifest": "pyproject.toml",
"ecosystem": "pypi",
"version_constraint": "^1.3.2"
},
{
"name": "openscm-runner",
"manifest": "pyproject.toml",
"ecosystem": "pypi",
"version_constraint": "==0.12.1"
},
{
"name": "pandas",
"manifest": "pyproject.toml",
"ecosystem": "pypi",
"version_constraint": "^2.2.2"
},
{
"name": "pooch",
"manifest": "pyproject.toml",
"ecosystem": "pypi",
"version_constraint": "^1.8.0"
},
{
"name": "pyam-iamc",
"manifest": "pyproject.toml",
"ecosystem": "pypi",
"version_constraint": ">=2.2.2"
},
{
"name": "pymagicc",
"manifest": "pyproject.toml",
"ecosystem": "pypi",
"version_constraint": "==2.1.5"
},
{
"name": "scmdata",
"manifest": "pyproject.toml",
"ecosystem": "pypi",
"version_constraint": "^0.18.0"
},
{
"name": "silicone",
"manifest": "pyproject.toml",
"ecosystem": "pypi",
"version_constraint": "==1.3.0"
},
{
"name": "setuptools",
"manifest": "pyproject.toml",
"ecosystem": "pypi",
"version_constraint": "^80.9.0"
}
],
"all_dependencies": {
"error": null,
"source": "github-sbom",
"packages": [
{
"name": "aneris-iamc",
"direct": true,
"version": "0.3.1",
"ecosystem": "pypi"
},
{
"name": "fair",
"direct": true,
"version": "1.6.2",
"ecosystem": "pypi"
},
{
"name": "ixmp4",
"direct": true,
"version": "0.9.10",
"ecosystem": "pypi"
},
{
"name": "joblib",
"direct": true,
"version": "1.5.1",
"ecosystem": "pypi"
},
{
"name": "openscm-runner",
"direct": true,
"version": "0.12.1",
"ecosystem": "pypi"
},
{
"name": "pandas",
"direct": true,
"version": "2.3.1",
"ecosystem": "pypi"
},
{
"name": "pooch",
"direct": true,
"version": "1.8.2",
"ecosystem": "pypi"
},
{
"name": "pyam-iamc",
"direct": true,
"version": "3.0.0",
"ecosystem": "pypi"
},
{
"name": "pymagicc",
"direct": true,
"version": "2.1.5",
"ecosystem": "pypi"
},
{
"name": "scmdata",
"direct": true,
"version": "0.18.0",
"ecosystem": "pypi"
},
{
"name": "setuptools",
"direct": true,
"version": "80.9.0",
"ecosystem": "pypi"
},
{
"name": "silicone",
"direct": true,
"version": "1.3.0",
"ecosystem": "pypi"
},
{
"name": "alabaster",
"direct": false,
"version": "0.7.16",
"ecosystem": "pypi"
},
{
"name": "alembic",
"direct": false,
"version": "1.16.4",
"ecosystem": "pypi"
},
{
"name": "annotated-types",
"direct": false,
"version": "0.7.0",
"ecosystem": "pypi"
},
{
"name": "anyio",
"direct": false,
"version": "4.9.0",
"ecosystem": "pypi"
},
{
"name": "babel",
"direct": false,
"version": "2.17.0",
"ecosystem": "pypi"
},
{
"name": "certifi",
"direct": false,
"version": "2025.7.14",
"ecosystem": "pypi"
},
{
"name": "cfgv",
"direct": false,
"version": "3.4.0",
"ecosystem": "pypi"
},
{
"name": "cftime",
"direct": false,
"version": "1.6.4.post1",
"ecosystem": "pypi"
},
{
"name": "charset-normalizer",
"direct": false,
"version": "3.4.2",
"ecosystem": "pypi"
},
{
"name": "click",
"direct": false,
"version": "8.2.1",
"ecosystem": "pypi"
},
{
"name": "colorama",
"direct": false,
"version": "0.4.6",
"ecosystem": "pypi"
},
{
"name": "contourpy",
"direct": false,
"version": "1.3.2",
"ecosystem": "pypi"
},
{
"name": "coverage",
"direct": false,
"version": "7.9.2",
"ecosystem": "pypi"
},
{
"name": "cycler",
"direct": false,
"version": "0.12.1",
"ecosystem": "pypi"
},
{
"name": "distlib",
"direct": false,
"version": "0.4.0",
"ecosystem": "pypi"
},
{
"name": "docutils",
"direct": false,
"version": "0.20.1",
"ecosystem": "pypi"
},
{
"name": "et-xmlfile",
"direct": false,
"version": "2.0.0",
"ecosystem": "pypi"
},
{
"name": "f90nml",
"direct": false,
"version": "1.4.5",
"ecosystem": "pypi"
},
{
"name": "fastapi",
"direct": false,
"version": "0.116.1",
"ecosystem": "pypi"
},
{
"name": "filelock",
"direct": false,
"version": "3.18.0",
"ecosystem": "pypi"
},
{
"name": "flexcache",
"direct": false,
"version": "0.3",
"ecosystem": "pypi"
},
{
"name": "flexparser",
"direct": false,
"version": "0.4",
"ecosystem": "pypi"
},
{
"name": "fonttools",
"direct": false,
"version": "4.59.0",
"ecosystem": "pypi"
},
{
"name": "globalwarmingpotentials",
"direct": false,
"version": "0.11.1",
"ecosystem": "pypi"
},
{
"name": "greenlet",
"direct": false,
"version": "3.2.3",
"ecosystem": "pypi"
},
{
"name": "h11",
"direct": false,
"version": "0.16.0",
"ecosystem": "pypi"
},
{
"name": "h2",
"direct": false,
"version": "4.2.0",
"ecosystem": "pypi"
},
{
"name": "hpack",
"direct": false,
"version": "4.1.0",
"ecosystem": "pypi"
},
{
"name": "httpcore",
"direct": false,
"version": "1.0.9",
"ecosystem": "pypi"
},
{
"name": "httpx",
"direct": false,
"version": "0.28.1",
"ecosystem": "pypi"
},
{
"name": "hyperframe",
"direct": false,
"version": "6.1.0",
"ecosystem": "pypi"
},
{
"name": "iam-units",
"direct": false,
"version": "2023.9.12",
"ecosystem": "pypi"
},
{
"name": "identify",
"direct": false,
"version": "2.6.12",
"ecosystem": "pypi"
},
{
"name": "idna",
"direct": false,
"version": "3.10",
"ecosystem": "pypi"
},
{
"name": "imagesize",
"direct": false,
"version": "1.4.1",
"ecosystem": "pypi"
},
{
"name": "iniconfig",
"direct": false,
"version": "2.1.0",
"ecosystem": "pypi"
},
{
"name": "jinja2",
"direct": false,
"version": "3.1.6",
"ecosystem": "pypi"
},
{
"name": "kiwisolver",
"direct": false,
"version": "1.4.8",
"ecosystem": "pypi"
},
{
"name": "mako",
"direct": false,
"version": "1.3.10",
"ecosystem": "pypi"
},
{
"name": "markdown-it-py",
"direct": false,
"version": "3.0.0",
"ecosystem": "pypi"
},
{
"name": "markupsafe",
"direct": false,
"version": "3.0.2",
"ecosystem": "pypi"
},
{
"name": "matplotlib",
"direct": false,
"version": "3.10.3",
"ecosystem": "pypi"
},
{
"name": "mdurl",
"direct": false,
"version": "0.1.2",
"ecosystem": "pypi"
},
{
"name": "mypy",
"direct": false,
"version": "1.17.0",
"ecosystem": "pypi"
},
{
"name": "mypy-extensions",
"direct": false,
"version": "1.1.0",
"ecosystem": "pypi"
},
{
"name": "nodeenv",
"direct": false,
"version": "1.9.1",
"ecosystem": "pypi"
},
{
"name": "numpy",
"direct": false,
"version": "2.3.1",
"ecosystem": "pypi"
},
{
"name": "openpyxl",
"direct": false,
"version": "3.1.5",
"ecosystem": "pypi"
},
{
"name": "openscm-units",
"direct": false,
"version": "0.6.3",
"ecosystem": "pypi"
},
{
"name": "packaging",
"direct": false,
"version": "25.0",
"ecosystem": "pypi"
},
{
"name": "pandas-datapackage-reader",
"direct": false,
"version": "0.18.0",
"ecosystem": "pypi"
},
{
"name": "pandera",
"direct": false,
"version": "0.25.0",
"ecosystem": "pypi"
},
{
"name": "pathspec",
"direct": false,
"version": "0.12.1",
"ecosystem": "pypi"
},
{
"name": "pillow",
"direct": false,
"version": "11.3.0",
"ecosystem": "pypi"
},
{
"name": "pint",
"direct": false,
"version": "0.24.4",
"ecosystem": "pypi"
},
{
"name": "pint-pandas",
"direct": false,
"version": "0.7.1",
"ecosystem": "pypi"
},
{
"name": "platformdirs",
"direct": false,
"version": "4.3.8",
"ecosystem": "pypi"
},
{
"name": "pluggy",
"direct": false,
"version": "1.6.0",
"ecosystem": "pypi"
},
{
"name": "ply",
"direct": false,
"version": "3.11",
"ecosystem": "pypi"
},
{
"name": "pre-commit",
"direct": false,
"version": "3.8.0",
"ecosystem": "pypi"
},
{
"name": "psycopg",
"direct": false,
"version": "3.2.9",
"ecosystem": "pypi"
},
{
"name": "psycopg-binary",
"direct": false,
"version": "3.2.9",
"ecosystem": "pypi"
},
{
"name": "pydantic",
"direct": false,
"version": "2.11.7",
"ecosystem": "pypi"
},
{
"name": "pydantic-core",
"direct": false,
"version": "2.33.2",
"ecosystem": "pypi"
},
{
"name": "pydantic-settings",
"direct": false,
"version": "2.10.1",
"ecosystem": "pypi"
},
{
"name": "pygments",
"direct": false,
"version": "2.19.2",
"ecosystem": "pypi"
},
{
"name": "pyjwt",
"direct": false,
"version": "2.10.1",
"ecosystem": "pypi"
},
{
"name": "pyomo",
"direct": false,
"version": "6.9.2",
"ecosystem": "pypi"
},
{
"name": "pyparsing",
"direct": false,
"version": "3.2.3",
"ecosystem": "pypi"
},
{
"name": "pytest",
"direct": false,
"version": "8.4.1",
"ecosystem": "pypi"
},
{
"name": "pytest-cov",
"direct": false,
"version": "5.0.0",
"ecosystem": "pypi"
},
{
"name": "python-dateutil",
"direct": false,
"version": "2.9.0.post0",
"ecosystem": "pypi"
},
{
"name": "python-dotenv",
"direct": false,
"version": "1.1.1",
"ecosystem": "pypi"
},
{
"name": "pytz",
"direct": false,
"version": "2025.2",
"ecosystem": "pypi"
},
{
"name": "pyyaml",
"direct": false,
"version": "6.0.2",
"ecosystem": "pypi"
},
{
"name": "requests",
"direct": false,
"version": "2.32.4",
"ecosystem": "pypi"
},
{
"name": "rich",
"direct": false,
"version": "14.0.0",
"ecosystem": "pypi"
},
{
"name": "scipy",
"direct": false,
"version": "1.16.0",
"ecosystem": "pypi"
},
{
"name": "seaborn",
"direct": false,
"version": "0.13.2",
"ecosystem": "pypi"
},
{
"name": "shellingham",
"direct": false,
"version": "1.5.4",
"ecosystem": "pypi"
},
{
"name": "six",
"direct": false,
"version": "1.17.0",
"ecosystem": "pypi"
},
{
"name": "sniffio",
"direct": false,
"version": "1.3.1",
"ecosystem": "pypi"
},
{
"name": "snowballstemmer",
"direct": false,
"version": "3.0.1",
"ecosystem": "pypi"
},
{
"name": "sphinx",
"direct": false,
"version": "7.4.7",
"ecosystem": "pypi"
},
{
"name": "sphinx-rtd-theme",
"direct": false,
"version": "2.0.0",
"ecosystem": "pypi"
},
{
"name": "sphinxcontrib-applehelp",
"direct": false,
"version": "2.0.0",
"ecosystem": "pypi"
},
{
"name": "sphinxcontrib-devhelp",
"direct": false,
"version": "2.0.0",
"ecosystem": "pypi"
},
{
"name": "sphinxcontrib-htmlhelp",
"direct": false,
"version": "2.1.0",
"ecosystem": "pypi"
},
{
"name": "sphinxcontrib-jquery",
"direct": false,
"version": "4.1",
"ecosystem": "pypi"
},
{
"name": "sphinxcontrib-jsmath",
"direct": false,
"version": "1.0.1",
"ecosystem": "pypi"
},
{
"name": "sphinxcontrib-qthelp",
"direct": false,
"version": "2.0.0",
"ecosystem": "pypi"
},
{
"name": "sphinxcontrib-serializinghtml",
"direct": false,
"version": "2.0.0",
"ecosystem": "pypi"
},
{
"name": "sqlalchemy",
"direct": false,
"version": "2.0.41",
"ecosystem": "pypi"
},
{
"name": "sqlalchemy-utils",
"direct": false,
"version": "0.41.2",
"ecosystem": "pypi"
},
{
"name": "starlette",
"direct": false,
"version": "0.47.2",
"ecosystem": "pypi"
},
{
"name": "toml",
"direct": false,
"version": "0.10.2",
"ecosystem": "pypi"
},
{
"name": "tqdm",
"direct": false,
"version": "4.67.1",
"ecosystem": "pypi"
},
{
"name": "typeguard",
"direct": false,
"version": "4.4.4",
"ecosystem": "pypi"
},
{
"name": "typer",
"direct": false,
"version": "0.16.0",
"ecosystem": "pypi"
},
{
"name": "typing-extensions",
"direct": false,
"version": "4.14.1",
"ecosystem": "pypi"
},
{
"name": "typing-inspect",
"direct": false,
"version": "0.9.0",
"ecosystem": "pypi"
},
{
"name": "typing-inspection",
"direct": false,
"version": "0.4.1",
"ecosystem": "pypi"
},
{
"name": "tzdata",
"direct": false,
"version": "2025.2",
"ecosystem": "pypi"
},
{
"name": "urllib3",
"direct": false,
"version": "2.5.0",
"ecosystem": "pypi"
},
{
"name": "versioneer",
"direct": false,
"version": "0.29",
"ecosystem": "pypi"
},
{
"name": "virtualenv",
"direct": false,
"version": "20.32.0",
"ecosystem": "pypi"
},
{
"name": "wquantiles",
"direct": false,
"version": "0.6",
"ecosystem": "pypi"
},
{
"name": "xarray",
"direct": false,
"version": "2025.7.1",
"ecosystem": "pypi"
},
{
"name": "xlrd",
"direct": false,
"version": "2.0.2",
"ecosystem": "pypi"
},
{
"name": "xlsxwriter",
"direct": false,
"version": "3.2.5",
"ecosystem": "pypi"
}
],
"collected": true,
"truncated": false,
"total_count": 122,
"direct_count": 12,
"indirect_count": 110
}
},
"maintainership": {
"issues": {
"open_prs": 11,
"merged_prs": 22,
"open_issues": 27,
"closed_ratio": 0.438,
"closed_issues": 21,
"closed_unmerged_prs": 9
},
"bus_factor": 1,
"bot_contributors": 0,
"top_contributors": [
{
"type": "User",
"login": "phackstock",
"commits": 137,
"avatar_url": "https://avatars.githubusercontent.com/u/20710924?v=4"
},
{
"type": "User",
"login": "znicholls",
"commits": 76,
"avatar_url": "https://avatars.githubusercontent.com/u/23625371?v=4"
},
{
"type": "User",
"login": "jkikstra",
"commits": 40,
"avatar_url": "https://avatars.githubusercontent.com/u/46967503?v=4"
},
{
"type": "User",
"login": "gabriel-abrahao",
"commits": 8,
"avatar_url": "https://avatars.githubusercontent.com/u/30908904?v=4"
},
{
"type": "User",
"login": "meksor",
"commits": 3,
"avatar_url": "https://avatars.githubusercontent.com/u/9851172?v=4"
},
{
"type": "User",
"login": "danielhuppmann",
"commits": 2,
"avatar_url": "https://avatars.githubusercontent.com/u/16931589?v=4"
},
{
"type": "User",
"login": "lewisjared",
"commits": 1,
"avatar_url": "https://avatars.githubusercontent.com/u/1332673?v=4"
}
],
"contributors_sampled": 7,
"top_contributor_share": 0.513
},
"quality_signals": {
"has_ci": true,
"has_tests": true,
"ci_workflows": [
"ci-cd-workflow.yaml",
"nightly.yaml",
"publish.yaml",
"wg3.yaml"
],
"has_docs_dir": true,
"linter_configs": [],
"has_editorconfig": false,
"has_linter_config": true,
"has_precommit_config": true
},
"security_signals": {
"lockfiles": [
"poetry.lock"
],
"scorecard": {
"checks": [
{
"name": "Binary-Artifacts",
"score": 10,
"reason": "no binaries found in the repo",
"documentation_url": "https://github.com/ossf/scorecard/blob/c395761df6afe1a69e476bc60a013a94bcbc153f/docs/checks.md#binary-artifacts"
},
{
"name": "Branch-Protection",
"score": null,
"reason": "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",
"documentation_url": "https://github.com/ossf/scorecard/blob/c395761df6afe1a69e476bc60a013a94bcbc153f/docs/checks.md#branch-protection"
},
{
"name": "CI-Tests",
"score": 10,
"reason": "3 out of 3 merged PRs checked by a CI test -- score normalized to 10",
"documentation_url": "https://github.com/ossf/scorecard/blob/c395761df6afe1a69e476bc60a013a94bcbc153f/docs/checks.md#ci-tests"
},
{
"name": "CII-Best-Practices",
"score": 0,
"reason": "no effort to earn an OpenSSF best practices badge detected",
"documentation_url": "https://github.com/ossf/scorecard/blob/c395761df6afe1a69e476bc60a013a94bcbc153f/docs/checks.md#cii-best-practices"
},
{
"name": "Code-Review",
"score": 6,
"reason": "Found 2/3 approved changesets -- score normalized to 6",
"documentation_url": "https://github.com/ossf/scorecard/blob/c395761df6afe1a69e476bc60a013a94bcbc153f/docs/checks.md#code-review"
},
{
"name": "Contributors",
"score": 10,
"reason": "project has 3 contributing companies or organizations -- score normalized to 10",
"documentation_url": "https://github.com/ossf/scorecard/blob/c395761df6afe1a69e476bc60a013a94bcbc153f/docs/checks.md#contributors"
},
{
"name": "Dangerous-Workflow",
"score": 10,
"reason": "no dangerous workflow patterns detected",
"documentation_url": "https://github.com/ossf/scorecard/blob/c395761df6afe1a69e476bc60a013a94bcbc153f/docs/checks.md#dangerous-workflow"
},
{
"name": "Dependency-Update-Tool",
"score": 0,
"reason": "no update tool detected",
"documentation_url": "https://github.com/ossf/scorecard/blob/c395761df6afe1a69e476bc60a013a94bcbc153f/docs/checks.md#dependency-update-tool"
},
{
"name": "Fuzzing",
"score": 0,
"reason": "project is not fuzzed",
"documentation_url": "https://github.com/ossf/scorecard/blob/c395761df6afe1a69e476bc60a013a94bcbc153f/docs/checks.md#fuzzing"
},
{
"name": "License",
"score": 10,
"reason": "license file detected",
"documentation_url": "https://github.com/ossf/scorecard/blob/c395761df6afe1a69e476bc60a013a94bcbc153f/docs/checks.md#license"
},
{
"name": "Maintained",
"score": 0,
"reason": "0 commit(s) and 0 issue activity found in the last 90 days -- score normalized to 0",
"documentation_url": "https://github.com/ossf/scorecard/blob/c395761df6afe1a69e476bc60a013a94bcbc153f/docs/checks.md#maintained"
},
{
"name": "Packaging",
"score": 10,
"reason": "packaging workflow detected",
"documentation_url": "https://github.com/ossf/scorecard/blob/c395761df6afe1a69e476bc60a013a94bcbc153f/docs/checks.md#packaging"
},
{
"name": "Pinned-Dependencies",
"score": 0,
"reason": "dependency not pinned by hash detected -- score normalized to 0",
"documentation_url": "https://github.com/ossf/scorecard/blob/c395761df6afe1a69e476bc60a013a94bcbc153f/docs/checks.md#pinned-dependencies"
},
{
"name": "SAST",
"score": 0,
"reason": "SAST tool is not run on all commits -- score normalized to 0",
"documentation_url": "https://github.com/ossf/scorecard/blob/c395761df6afe1a69e476bc60a013a94bcbc153f/docs/checks.md#sast"
},
{
"name": "Security-Policy",
"score": 0,
"reason": "security policy file not detected",
"documentation_url": "https://github.com/ossf/scorecard/blob/c395761df6afe1a69e476bc60a013a94bcbc153f/docs/checks.md#security-policy"
},
{
"name": "Signed-Releases",
"score": null,
"reason": "no releases found",
"documentation_url": "https://github.com/ossf/scorecard/blob/c395761df6afe1a69e476bc60a013a94bcbc153f/docs/checks.md#signed-releases"
},
{
"name": "Token-Permissions",
"score": 0,
"reason": "detected GitHub workflow tokens with excessive permissions",
"documentation_url": "https://github.com/ossf/scorecard/blob/c395761df6afe1a69e476bc60a013a94bcbc153f/docs/checks.md#token-permissions"
},
{
"name": "Vulnerabilities",
"score": 0,
"reason": "49 existing vulnerabilities detected",
"documentation_url": "https://github.com/ossf/scorecard/blob/c395761df6afe1a69e476bc60a013a94bcbc153f/docs/checks.md#vulnerabilities"
}
],
"commit": "7a80198ccc9e185003776c1c4dd6675733d0b781",
"ran_at": "2026-07-26T08:41:21Z",
"aggregate_score": 3.8,
"scorecard_version": "v5.5.0"
},
"has_codeql_workflow": false,
"has_security_policy": false,
"has_dependabot_config": false
},
"contribution_flow": {
"collected": true,
"ci_last_run_at": "2026-03-31T16:13:55Z",
"oldest_open_prs": [
{
"number": 13,
"created_at": "2022-06-21T14:41:36Z",
"last_comment_at": "2022-07-27T21:06:33Z",
"last_comment_author": "jkikstra"
},
{
"number": 18,
"created_at": "2022-11-02T22:48:09Z",
"last_comment_at": null,
"last_comment_author": null
},
{
"number": 22,
"created_at": "2022-12-12T23:31:25Z",
"last_comment_at": "2022-12-13T02:12:12Z",
"last_comment_author": "znicholls"
},
{
"number": 23,
"created_at": "2022-12-13T00:54:44Z",
"last_comment_at": "2022-12-13T02:21:20Z",
"last_comment_author": "znicholls"
},
{
"number": 24,
"created_at": "2022-12-16T00:26:57Z",
"last_comment_at": "2024-02-22T14:35:30Z",
"last_comment_author": "znicholls"
},
{
"number": 29,
"created_at": "2023-03-25T01:29:51Z",
"last_comment_at": "2023-07-06T09:22:56Z",
"last_comment_author": "pitmonticone"
},
{
"number": 42,
"created_at": "2023-08-03T15:59:23Z",
"last_comment_at": "2023-08-03T16:05:58Z",
"last_comment_author": "phackstock"
},
{
"number": 59,
"created_at": "2024-04-22T09:37:45Z",
"last_comment_at": "2024-04-22T11:09:49Z",
"last_comment_author": "lewisjared"
},
{
"number": 60,
"created_at": "2024-06-09T11:21:16Z",
"last_comment_at": "2024-06-14T09:53:46Z",
"last_comment_author": "jkikstra"
},
{
"number": 62,
"created_at": "2024-11-06T09:06:51Z",
"last_comment_at": null,
"last_comment_author": null
},
{
"number": 88,
"created_at": "2026-02-11T16:16:32Z",
"last_comment_at": null,
"last_comment_author": null
}
],
"last_merged_pr_at": "2026-03-31T15:52:27Z",
"ci_last_conclusion": "SUCCESS",
"oldest_open_issues": [
{
"number": 8,
"created_at": "2022-06-09T16:39:45Z",
"last_comment_at": null,
"last_comment_author": null
},
{
"number": 9,
"created_at": "2022-06-16T09:03:07Z",
"last_comment_at": null,
"last_comment_author": null
},
{
"number": 10,
"created_at": "2022-06-17T15:47:36Z",
"last_comment_at": null,
"last_comment_author": null
},
{
"number": 11,
"created_at": "2022-06-21T11:54:57Z",
"last_comment_at": null,
"last_comment_author": null
},
{
"number": 12,
"created_at": "2022-06-21T13:58:16Z",
"last_comment_at": null,
"last_comment_author": null
},
{
"number": 17,
"created_at": "2022-09-26T05:29:52Z",
"last_comment_at": null,
"last_comment_author": null
},
{
"number": 19,
"created_at": "2022-12-12T20:04:41Z",
"last_comment_at": "2022-12-13T02:10:53Z",
"last_comment_author": "znicholls"
},
{
"number": 20,
"created_at": "2022-12-12T21:20:13Z",
"last_comment_at": null,
"last_comment_author": null
},
{
"number": 21,
"created_at": "2022-12-12T22:39:32Z",
"last_comment_at": null,
"last_comment_author": null
},
{
"number": 28,
"created_at": "2023-03-13T15:20:08Z",
"last_comment_at": null,
"last_comment_author": null
},
{
"number": 37,
"created_at": "2023-05-31T16:58:24Z",
"last_comment_at": null,
"last_comment_author": null
},
{
"number": 38,
"created_at": "2023-06-21T09:35:57Z",
"last_comment_at": "2023-06-21T15:46:08Z",
"last_comment_author": "chrisroadmap"
},
{
"number": 39,
"created_at": "2023-06-21T15:33:47Z",
"last_comment_at": "2023-06-22T10:11:46Z",
"last_comment_author": "jkikstra"
},
{
"number": 44,
"created_at": "2023-08-14T06:58:38Z",
"last_comment_at": null,
"last_comment_author": null
},
{
"number": 48,
"created_at": "2023-11-22T15:48:57Z",
"last_comment_at": "2023-11-30T17:52:59Z",
"last_comment_author": "jkikstra"
},
{
"number": 52,
"created_at": "2024-02-06T12:16:15Z",
"last_comment_at": null,
"last_comment_author": null
},
{
"number": 53,
"created_at": "2024-02-09T16:14:03Z",
"last_comment_at": null,
"last_comment_author": null
},
{
"number": 61,
"created_at": "2024-09-26T16:29:08Z",
"last_comment_at": "2024-10-15T11:23:51Z",
"last_comment_author": "jkikstra"
},
{
"number": 65,
"created_at": "2025-01-27T10:20:49Z",
"last_comment_at": "2025-01-27T13:51:25Z",
"last_comment_author": "znichollscr"
},
{
"number": 79,
"created_at": "2025-07-25T11:34:10Z",
"last_comment_at": null,
"last_comment_author": null
}
]
}
},
"config": {
"disabled_metrics": [],
"disabled_categories": [],
"disabled_components": {}
},
"source": {
"url": "https://github.com/iiasa/climate-assessment",
"host": "github.com",
"name": "climate-assessment",
"owner": "iiasa"
},
"metrics": {
"overall": {
"key": "overall",
"band": "moderate",
"name": "Overall health",
"note": null,
"notes": [],
"value": 56,
"inputs": {
"security": 47,
"vitality": 37,
"community": 45,
"governance": 62,
"engineering": 88
},
"components": []
},
"categories": [
{
"key": "vitality",
"band": "at_risk",
"name": "Vitality",
"value": 37,
"weight": 0.22,
"metrics": [
{
"key": "development_activity",
"band": "critical",
"name": "Development activity",
"note": null,
"notes": [],
"value": 20,
"inputs": {
"commits_last_year": 7,
"human_commit_share": 1,
"days_since_last_push": 101,
"active_weeks_last_year": 3
},
"components": [
{
"key": "push_recency",
"name": "Push recency",
"detail": "last push 101 days ago",
"points": 9.9,
"status": "partial",
"details": [
{
"code": "push_recency",
"params": {
"days": 101
}
}
],
"max_points": 36
},
{
"key": "commit_cadence",
"name": "Commit cadence",
"detail": "3/52 weeks with commits",
"points": 2.1,
"status": "partial",
"details": [
{
"code": "commit_cadence_weeks",
"params": {
"weeks": 3
}
}
],
"max_points": 36
},
{
"key": "commit_volume",
"name": "Commit volume",
"detail": "7 commits in the last year",
"points": 8.1,
"status": "partial",
"details": [
{
"code": "commits_last_year",
"params": {
"count": 7
}
}
],
"max_points": 18
},
{
"key": "openssf_scorecard_maintained",
"name": "OpenSSF Scorecard: Maintained",
"detail": "0 commit(s) and 0 issue activity found in the last 90 days -- score normalized to 0",
"points": 0,
"status": "missed",
"details": [],
"max_points": 10
}
]
},
{
"key": "release_discipline",
"band": "moderate",
"name": "Release discipline",
"note": "Excluded from scoring (no data or not applicable): OpenSSF Scorecard: Signed-Releases. Remaining weights renormalized.",
"notes": [
{
"code": "excluded_no_data",
"params": {
"components": [
"openssf_scorecard_signed_releases"
]
}
},
{
"code": "weights_renormalized",
"params": {}
}
],
"value": 62,
"inputs": {
"releases_count": 7,
"latest_release_tag": "v0.1.6",
"releases_from_tags": false,
"days_since_latest_release": 340,
"mean_days_between_releases": 194.7
},
"components": [
{
"key": "ships_releases",
"name": "Ships releases",
"detail": "7 releases published",
"points": 27,
"status": "met",
"details": [
{
"code": "releases_published",
"params": {
"count": 7
}
}
],
"max_points": 27
},
{
"key": "release_recency",
"name": "Release recency",
"detail": "latest release 340 days ago",
"points": 16.2,
"status": "partial",
"details": [
{
"code": "release_recency",
"params": {
"days": 340
}
}
],
"max_points": 36
},
{
"key": "release_cadence",
"name": "Release cadence",
"detail": "a release every ~194.7 days",
"points": 12.6,
"status": "partial",
"details": [
{
"code": "release_cadence",
"params": {
"gap": 194.7
}
}
],
"max_points": 27
},
{
"key": "openssf_scorecard_signed_releases",
"name": "OpenSSF Scorecard: Signed-Releases",
"detail": "no releases found",
"points": 0,
"status": "excluded",
"details": [
{
"code": "no_data",
"params": {}
}
],
"max_points": 10
}
]
},
{
"key": "abandonment",
"band": "excellent",
"name": "Abandonment",
"note": null,
"notes": [],
"value": 100,
"inputs": {
"cap": null,
"state": "maintained",
"guards": [],
"signals": [],
"red_flag": false,
"multiplier_pct": 100,
"declared_reason": null,
"unverified_reason": null,
"unanswered_open_prs": null,
"unanswered_open_issues": null,
"days_since_last_merged_pr": null,
"days_since_last_human_commit": 116,
"days_since_last_human_commit_is_floor": false
},
"components": [
{
"key": "project_is_still_maintained",
"name": "Project is still maintained",
"detail": "last human commit 116 days ago",
"points": 100,
"status": "met",
"details": [
{
"code": "abandonment_maintained",
"params": {
"days": 116
}
}
],
"max_points": 100
}
]
}
],
"description": "Is the project alive — is code being written and are releases shipping?"
},
{
"key": "community",
"band": "at_risk",
"name": "Community & Adoption",
"value": 45,
"weight": 0.18,
"metrics": [
{
"key": "popularity",
"band": "at_risk",
"name": "Popularity & adoption",
"note": null,
"notes": [],
"value": 35,
"inputs": {
"forks": 20,
"stars": 26,
"watchers": 3,
"growth_state": "unverified",
"growth_factor_pct": 100,
"growth_unverified_reason": "no_history"
},
"components": [
{
"key": "stars",
"name": "Stars",
"detail": "26 stars",
"points": 22.7,
"status": "partial",
"details": [
{
"code": "stars",
"params": {
"count": 26
}
}
],
"max_points": 60
},
{
"key": "forks",
"name": "Forks",
"detail": "20 forks",
"points": 10.7,
"status": "partial",
"details": [
{
"code": "forks",
"params": {
"count": 20
}
}
],
"max_points": 25
},
{
"key": "watchers",
"name": "Watchers",
"detail": "3 watchers",
"points": 1.7,
"status": "partial",
"details": [
{
"code": "watchers",
"params": {
"count": 3
}
}
],
"max_points": 15
}
]
},
{
"key": "community_health",
"band": "moderate",
"name": "Community health",
"note": null,
"notes": [],
"value": 57,
"inputs": {
"has_readme": true,
"has_license": true,
"has_contributing": false,
"has_issue_template": false,
"has_code_of_conduct": false,
"has_pull_request_template": true
},
"components": [
{
"key": "readme",
"name": "README",
"detail": null,
"points": 22.5,
"status": "met",
"details": [],
"max_points": 22.5
},
{
"key": "license",
"name": "License",
"detail": "recognized license (MIT)",
"points": 22.5,
"status": "met",
"details": [
{
"code": "license_standard",
"params": {}
},
{
"code": "license_spdx",
"params": {
"spdx": "MIT"
}
}
],
"max_points": 22.5
},
{
"key": "contributing_guide",
"name": "CONTRIBUTING guide",
"detail": null,
"points": 0,
"status": "missed",
"details": [],
"max_points": 18
},
{
"key": "code_of_conduct",
"name": "Code of conduct",
"detail": null,
"points": 0,
"status": "missed",
"details": [],
"max_points": 13.5
},
{
"key": "issue_template",
"name": "Issue template",
"detail": null,
"points": 0,
"status": "missed",
"details": [],
"max_points": 7.2
},
{
"key": "pr_template",
"name": "PR template",
"detail": null,
"points": 6.3,
"status": "met",
"details": [],
"max_points": 6.3
}
]
}
],
"description": "Does the project have users, downloads, attention, and a welcoming setup for contributors?"
},
{
"key": "governance",
"band": "moderate",
"name": "Sustainability & Governance",
"value": 62,
"weight": 0.24,
"metrics": [
{
"key": "maintainer_resilience",
"band": "at_risk",
"name": "Maintainer resilience (bus factor)",
"note": null,
"notes": [],
"value": 40,
"inputs": {
"bus_factor": 1,
"contributors_sampled": 7,
"top_contributor_share": 0.513
},
"components": [
{
"key": "bus_factor",
"name": "Bus factor",
"detail": "1 contributor(s) cover half of all commits",
"points": 9,
"status": "partial",
"details": [
{
"code": "bus_factor",
"params": {
"count": 1
}
}
],
"max_points": 54
},
{
"key": "commit_distribution",
"name": "Commit distribution",
"detail": "top contributor authored 51% of commits",
"points": 11,
"status": "partial",
"details": [
{
"code": "top_contributor_share",
"params": {
"share": 51
}
}
],
"max_points": 22.5
},
{
"key": "contributor_breadth",
"name": "Contributor breadth",
"detail": "7 contributors",
"points": 9.5,
"status": "partial",
"details": [
{
"code": "contributors_sampled",
"params": {
"count": 7
}
}
],
"max_points": 13.5
},
{
"key": "openssf_scorecard_contributors",
"name": "OpenSSF Scorecard: Contributors",
"detail": "project has 3 contributing companies or organizations -- score normalized to 10",
"points": 10,
"status": "met",
"details": [],
"max_points": 10
}
]
},
{
"key": "responsiveness",
"band": "moderate",
"name": "Issue & PR responsiveness",
"note": null,
"notes": [],
"value": 57,
"inputs": {
"merged_prs": 22,
"open_issues": 27,
"closed_issues": 21,
"issue_closed_ratio": 0.438,
"closed_unmerged_prs": 9
},
"components": [
{
"key": "issue_resolution",
"name": "Issue resolution",
"detail": "44% of issues closed",
"points": 20.5,
"status": "partial",
"details": [
{
"code": "issues_closed_share",
"params": {
"share": 44
}
}
],
"max_points": 46.75
},
{
"key": "pr_acceptance",
"name": "PR acceptance",
"detail": "22/31 decided PRs merged",
"points": 27.1,
"status": "partial",
"details": [
{
"code": "decided_prs_merged",
"params": {
"merged": 22,
"decided": 31
}
}
],
"max_points": 38.25
},
{
"key": "openssf_scorecard_code_review",
"name": "OpenSSF Scorecard: Code-Review",
"detail": "Found 2/3 approved changesets -- score normalized to 6",
"points": 9,
"status": "partial",
"details": [],
"max_points": 15
}
]
},
{
"key": "stewardship",
"band": "good",
"name": "Ownership & stewardship",
"note": null,
"notes": [],
"value": 72,
"inputs": {
"followers": 212,
"owner_type": "Organization",
"is_verified": null,
"owner_login": "iiasa",
"public_repos": 202,
"account_age_days": 3930
},
"components": [
{
"key": "ownership_backing",
"name": "Ownership backing",
"detail": "organization-owned",
"points": 30,
"status": "met",
"details": [
{
"code": "owner_organization",
"params": {}
}
],
"max_points": 30
},
{
"key": "verified_domain",
"name": "Verified domain",
"detail": null,
"points": 0,
"status": "missed",
"details": [],
"max_points": 20
},
{
"key": "owner_reach",
"name": "Owner reach",
"detail": "212 followers of iiasa",
"points": 16.7,
"status": "partial",
"details": [
{
"code": "owner_followers",
"params": {
"count": 212,
"login": "iiasa"
}
}
],
"max_points": 25
},
{
"key": "track_record",
"name": "Track record",
"detail": "202 public repos, account ~10 yr old",
"points": 25,
"status": "met",
"details": [
{
"code": "public_repos",
"params": {
"count": 202
}
},
{
"code": "account_age_years",
"params": {
"years": 10
}
}
],
"max_points": 25
}
]
},
{
"key": "package_maintenance",
"band": "excellent",
"name": "Package maintenance",
"note": null,
"notes": [],
"value": 91,
"inputs": {
"packages": [
"climate-assessment"
],
"ecosystems": "pypi",
"any_deprecated": false,
"min_days_since_publish": 340
},
"components": [
{
"key": "published_resolvable",
"name": "Published & resolvable",
"detail": "1 package(s) on pypi",
"points": 25,
"status": "met",
"details": [
{
"code": "packages_published",
"params": {
"count": 1,
"ecosystems": "pypi"
}
}
],
"max_points": 25
},
{
"key": "publish_recency",
"name": "Publish recency",
"detail": "latest publish 340 days ago",
"points": 26,
"status": "partial",
"details": [
{
"code": "publish_recency",
"params": {
"days": 340
}
}
],
"max_points": 35
},
{
"key": "version_history",
"name": "Version history",
"detail": "5 published versions",
"points": 20,
"status": "met",
"details": [
{
"code": "published_versions",
"params": {
"count": 5
}
}
],
"max_points": 20
},
{
"key": "not_deprecated",
"name": "Not deprecated",
"detail": "active, not deprecated or yanked",
"points": 20,
"status": "met",
"details": [
{
"code": "package_not_deprecated",
"params": {}
}
],
"max_points": 20
}
]
}
],
"description": "Will the project survive its people — bus factor, responsiveness, who backs it, and package upkeep?"
},
{
"key": "engineering",
"band": "excellent",
"name": "Engineering Quality",
"value": 88,
"weight": 0.2,
"metrics": [
{
"key": "engineering_practices",
"band": "excellent",
"name": "Engineering practices",
"note": null,
"notes": [],
"value": 94,
"inputs": {
"has_ci": true,
"has_tests": true,
"has_editorconfig": false,
"has_linter_config": true,
"has_precommit_config": true
},
"components": [
{
"key": "ci_workflows",
"name": "CI workflows",
"detail": "4 workflow(s)",
"points": 24,
"status": "met",
"details": [
{
"code": "ci_workflows",
"params": {
"count": 4
}
}
],
"max_points": 24
},
{
"key": "tests_present",
"name": "Tests present",
"detail": null,
"points": 24,
"status": "met",
"details": [],
"max_points": 24
},
{
"key": "linter_config",
"name": "Linter config",
"detail": null,
"points": 16,
"status": "met",
"details": [],
"max_points": 16
},
{
"key": "pre_commit_hooks",
"name": "Pre-commit hooks",
"detail": null,
"points": 9.6,
"status": "met",
"details": [],
"max_points": 9.6
},
{
"key": "editorconfig",
"name": ".editorconfig",
"detail": null,
"points": 0,
"status": "missed",
"details": [],
"max_points": 6.4
},
{
"key": "openssf_scorecard_ci_tests",
"name": "OpenSSF Scorecard: CI-Tests",
"detail": "3 out of 3 merged PRs checked by a CI test -- score normalized to 10",
"points": 20,
"status": "met",
"details": [],
"max_points": 20
}
]
},
{
"key": "documentation",
"band": "good",
"name": "Documentation",
"note": null,
"notes": [],
"value": 80,
"inputs": {
"topics": [],
"has_wiki": true,
"homepage": "https://climate-assessment.readthedocs.io/en/latest",
"has_readme": true,
"has_docs_dir": true,
"has_description": false
},
"components": [
{
"key": "readme",
"name": "README",
"detail": null,
"points": 30,
"status": "met",
"details": [],
"max_points": 30
},
{
"key": "documentation_directory",
"name": "Documentation directory",
"detail": null,
"points": 25,
"status": "met",
"details": [],
"max_points": 25
},
{
"key": "documentation_homepage_site",
"name": "Documentation / homepage site",
"detail": "https://climate-assessment.readthedocs.io/en/latest",
"points": 15,
"status": "met",
"details": [],
"max_points": 15
},
{
"key": "repository_description",
"name": "Repository description",
"detail": null,
"points": 0,
"status": "missed",
"details": [],
"max_points": 10
},
{
"key": "topics",
"name": "Topics",
"detail": null,
"points": 0,
"status": "missed",
"details": [],
"max_points": 10
},
{
"key": "wiki",
"name": "Wiki",
"detail": null,
"points": 10,
"status": "met",
"details": [],
"max_points": 10
}
]
}
],
"description": "Are baseline engineering and documentation practices in place?"
},
{
"key": "security",
"band": "at_risk",
"name": "Security",
"value": 47,
"weight": 0.16,
"metrics": [
{
"key": "security_posture",
"band": "at_risk",
"name": "Security posture",
"note": "Excluded from scoring (no data or not applicable): Branch-Protection, Signed-Releases. Remaining weights renormalized.",
"notes": [
{
"code": "excluded_no_data",
"params": {
"components": [
"branch_protection",
"signed_releases"
]
}
},
{
"code": "weights_renormalized",
"params": {}
}
],
"value": 38,
"inputs": {
"source": "openssf_scorecard",
"checks_evaluated": 16,
"scorecard_version": "v5.5.0",
"checks_inconclusive": 2,
"scorecard_aggregate": 3.8
},
"components": [
{
"key": "binary_artifacts",
"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": "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",
"details": [
{
"code": "no_data",
"params": {}
}
],
"max_points": 7.5
},
{
"key": "ci_tests",
"name": "CI-Tests",
"detail": "3 out of 3 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 2/3 approved changesets -- score normalized to 6",
"points": 4.5,
"status": "partial",
"details": [],
"max_points": 7.5
},
{
"key": "contributors",
"name": "Contributors",
"detail": "project has 3 contributing companies or organizations -- score normalized to 10",
"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": "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",
"detail": "0 commit(s) and 0 issue activity found in the last 90 days -- score normalized to 0",
"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": "dependency not pinned by hash detected -- score normalized to 0",
"points": 0,
"status": "missed",
"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": "no releases found",
"points": 0,
"status": "excluded",
"details": [
{
"code": "no_data",
"params": {}
}
],
"max_points": 7.5
},
{
"key": "token_permissions",
"name": "Token-Permissions",
"detail": "detected GitHub workflow tokens with excessive permissions",
"points": 0,
"status": "missed",
"details": [],
"max_points": 7.5
},
{
"key": "vulnerabilities",
"name": "Vulnerabilities",
"detail": "49 existing vulnerabilities detected",
"points": 0,
"status": "missed",
"details": [],
"max_points": 7.5
}
]
},
{
"key": "dependency_advisories",
"band": "good",
"name": "Dependency advisories",
"note": "Matched the pypi:climate-assessment@0.1.6 runtime dependency closure — what installing the published package pulls in — 111 packages. Reachability is not analyzed.",
"notes": [
{
"code": "advisories_scope_published",
"params": {
"package": "pypi:climate-assessment@0.1.6",
"assessed": 111
}
},
{
"code": "advisories_reachability",
"params": {}
}
],
"value": 83,
"inputs": {
"source": "osv",
"advisories": 2,
"affected_packages": 1,
"assessed_packages": 111,
"unassessed_packages": 0,
"affected_by_severity": "moderate 1",
"direct_affected_packages": 1
},
"components": [
{
"key": "direct_dependencies_free_of_known_advisories",
"name": "Direct dependencies free of known advisories",
"detail": "1 affected: setuptools 80.10.2 (moderate 6.1)",
"points": 17.9,
"status": "partial",
"details": [
{
"code": "advisories_affected",
"params": {
"count": 1,
"packages": "setuptools 80.10.2 (moderate 6.1)"
}
}
],
"max_points": 35
},
{
"key": "indirect_dependencies_free_of_known_advisories",
"name": "Indirect dependencies free of known advisories",
"detail": "no indirect dependency carries a known advisory",
"points": 25,
"status": "met",
"details": [
{
"code": "no_indirect_advisories",
"params": {}
}
],
"max_points": 25
},
{
"key": "no_advisories_left_outstanding",
"name": "No advisories left outstanding",
"detail": "no advisory has been public longer than 90 days",
"points": 40,
"status": "met",
"details": [
{
"code": "advisories_none_stale",
"params": {
"days": 90
}
}
],
"max_points": 40
}
]
},
{
"key": "malicious_dependencies",
"band": "excellent",
"name": "Malicious dependencies",
"note": null,
"notes": [],
"value": 100,
"inputs": {
"source": "osv",
"meaning": "reported as a malicious package by the OpenSSF corpus; the remedy is removal or moving off the compromised name, never an upgrade of the same artifact. Versions the registry has since pulled are listed but not scored",
"packages": [],
"red_flag": false,
"assessed_packages": 111,
"malicious_packages": 0,
"direct_malicious_packages": 0,
"withdrawn_malicious_packages": 0,
"installable_malicious_packages": 0
},
"components": [
{
"key": "no_dependency_reported_as_a_malicious_package",
"name": "No dependency reported as a malicious package",
"detail": "no dependency is reported as a malicious package",
"points": 100,
"status": "met",
"details": [
{
"code": "no_malicious_dependencies",
"params": {}
}
],
"max_points": 100
}
]
},
{
"key": "high_risk_jurisdiction_exposure",
"band": "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": 7
},
"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": "at_risk",
"name": "AI Readiness",
"value": 40,
"weight": 0,
"metrics": [
{
"key": "ai_agent_context",
"band": "critical",
"name": "Agent context & guidance",
"note": null,
"notes": [],
"value": 4,
"inputs": {
"has_llms_txt": false,
"legible_history_share": 0.07,
"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": "7 of 100 human commits state their intent (structured subject or explanatory body)",
"points": 3.7,
"status": "partial",
"details": [
{
"code": "legible_history",
"params": {
"legible": 7,
"sampled": 100
}
}
],
"max_points": 40
}
]
},
{
"key": "ai_verify_loop",
"band": "moderate",
"name": "Verify loop (build / test / typecheck)",
"note": null,
"notes": [],
"value": 61,
"inputs": {
"has_nix": false,
"has_tests": true,
"lockfiles": [
"poetry.lock"
],
"has_dockerfile": true,
"typed_language": false,
"bootstrap_files": [
"Makefile",
"docs/Makefile"
],
"has_devcontainer": false,
"has_linter_config": true,
"typecheck_configs": [],
"agent_commit_share": 0,
"toolchain_manifests": [],
"dependency_bot_commit_share": 0
},
"components": [
{
"key": "one_command_bootstrap",
"name": "One-command bootstrap",
"detail": "Makefile, docs/Makefile",
"points": 18,
"status": "met",
"details": [
{
"code": "file_list",
"params": {
"files": "Makefile, docs/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": 11,
"status": "met",
"details": [],
"max_points": 11
},
{
"key": "static_type_checking",
"name": "Static type checking",
"detail": null,
"points": 0,
"status": "missed",
"details": [],
"max_points": 11
},
{
"key": "reproducible_environment",
"name": "Reproducible environment",
"detail": "Dockerfile, lockfile",
"points": 10,
"status": "met",
"details": [
{
"code": "file_list",
"params": {
"files": "Dockerfile, lockfile"
}
}
],
"max_points": 10
},
{
"key": "demonstrated_agent_practice",
"name": "Demonstrated agent practice",
"detail": "no agent-authored commits among the last 100",
"points": 0,
"status": "missed",
"details": [
{
"code": "no_agent_authored_commits",
"params": {
"sampled": 100
}
}
],
"max_points": 10
},
{
"key": "automated_maintenance",
"name": "Automated maintenance",
"detail": "no automated dependency updates observed",
"points": 0,
"status": "missed",
"details": [
{
"code": "no_dependency_automation",
"params": {}
}
],
"max_points": 8
},
{
"key": "openssf_scorecard_pinned_dependencies",
"name": "OpenSSF Scorecard: Pinned-Dependencies",
"detail": "dependency not pinned by hash detected -- score normalized to 0",
"points": 0,
"status": "missed",
"details": [],
"max_points": 10
}
]
},
{
"key": "ai_code_legibility",
"band": "moderate",
"name": "Code legibility for models",
"note": null,
"notes": [],
"value": 55,
"inputs": {
"primary_language": "Python",
"largest_source_bytes": 39000,
"source_files_sampled": 56,
"oversized_source_files": 0
},
"components": [
{
"key": "type_checkable_code",
"name": "Type-checkable code",
"detail": "Python without a type-check config",
"points": 0,
"status": "missed",
"details": [
{
"code": "no_typecheck_config_language",
"params": {
"language": "Python"
}
}
],
"max_points": 45
},
{
"key": "manageable_file_sizes",
"name": "Manageable file sizes",
"detail": "0/56 source files over 60KB",
"points": 55,
"status": "met",
"details": [
{
"code": "oversized_source_files",
"params": {
"kb": 60,
"sampled": 56,
"oversized": 0
}
}
],
"max_points": 55
}
]
},
{
"key": "ai_interfaces",
"band": "at_risk",
"name": "Machine-readable interfaces",
"note": null,
"notes": [],
"value": 40,
"inputs": {
"example_dirs": [
"notebooks"
],
"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": "notebooks",
"points": 40,
"status": "met",
"details": [
{
"code": "file_list",
"params": {
"files": "notebooks"
}
}
],
"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": [
"Star history unavailable: GitHub GraphQL error: Resource not accessible by personal access token"
],
"report_type": "repository",
"generated_at": "2026-07-26T08:41:58.087995Z",
"schema_version": "0.27.0",
"badge_url": "https://raw.githubusercontent.com/inspect-software/badges/main/v1/i/iiasa/climate-assessment.svg",
"full_name": "iiasa/climate-assessment",
"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 v0.27.0 — full methodology · metrics wiki.
How one result sits in the wider record: aggregate statistics — PyPI.