LSSTDESC/firecrown holds a health index of 84 out of 100, placing it in the Excellent band. It scores highest on Vitality (92/100) and lowest on Security (59/100). It was last updated today. 2 contributors account for most of its recent work.
84
overall / 100
Excellent
Software health index
Metrics are grouped into weighted categories on one standardized 1–100 scale. Overall starts as their weighted mean, calibrated against the distribution of the public record so bands carry percentile meaning; when public evidence triggers the High-Risk Jurisdiction Policy, the rating is adjusted and receives an At Risk ceiling of 34.
84
Exceptional93-100The record's top tier (≈ top 5%); essentially all checked criteria met
Excellent80-92Strong across the board; minor gaps
Good65-79Healthy; gaps are limited and manageable
Moderate50-64Acceptable with notable gaps; review recommended
Weak35-49Material weaknesses across several areas
At Risk20-34Significant weaknesses; adoption warrants caution
Critical1-19Severe 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.
The weighted overall 71 is calibrated to 84 on the published index scale (record calibration 2026-08-02).
How well is the repo equipped to be developed and maintained with AI coding agents? Carries a deliberately small weight (4%): agent tooling is a real maintenance signal, but a repository with none can still reach 100/100.
Star history unavailable: GitHub GraphQL error: Resource not accessible by personal access token
Could not fetch pypi package 'firecrown' from its registry
No resolved dependencies carried a version and a supported ecosystem
More detail
Star and fork history 0 ★ / 12 ⇿
0Stars
12Forks
32Releases
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 1Minor 15Patch 9
Each point covers 7 days.
OpenSSF Scorecard 5.9 / 10
5.9aggregate
Independent, tool-agnostic security assessment from the open-source OpenSSF Scorecard. Each check rewards a security practice, not a specific vendor's tool. Checks Scorecard could not determine are marked n/a and excluded from the security score (never counted as zero).Scorecard v5.5.0 · 2026-07-31 02:57 UTC
Full resolved dependency set from the GitHub dependency graph: 2 direct and 0 indirect (transitive) packages. The transitive closure is complete when the repository commits a lockfile.
Registry
Package
Version
Relation
PyPI
numpy
—
direct
PyPI
sacc
—
direct
Dependency advisories not assessed
Advisory matching could not run for this report: No resolved dependencies carried a version and a supported ecosystem
Raw JSON report machine-readable
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"body": "Bumps the github-actions group with 3 updates: [actions/checkout](https://github.com/actions/checkout), [actions/cache](https://github.com/actions/cache) and [codecov/codecov-action](https://github.com/codecov/codecov-action).\n\n\nUpdates `actions/checkout` from 6.0.3 to 7.0.0\n- [Release notes](https:\n[…]\n\n dependency-version: 7.0.0\n dependency-type: direct:production\n update-type: version-update:semver-major\n dependency-group: github-actions\n...\n\nSigned-off-by: dependabot[bot] <support@github.com>",
"is_bot": true,
"headline": "Bump the github-actions group with 3 updates",
"author_name": "dependabot[bot]",
"author_login": "dependabot[bot]",
"committed_at": "2026-07-01T13:38:34Z",
"body_truncated": true,
"is_coding_agent": false
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{
"oid": "92457b2c02340d91629a3a054e1d0bdcee97ff36",
"body": null,
"is_bot": false,
"headline": "build: update sacc dependency constraint",
"author_name": "Marc Paterno",
"author_login": "marcpaterno",
"committed_at": "2026-06-29T21:11:09Z",
"body_truncated": false,
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{
"oid": "48398da52171db4dbcf62ee9b7234a526ed95d76",
"body": "Move load_sacc_data and ensure_path from the private module\nfirecrown.likelihood.factories._sacc_utils into firecrown.utils\n(via _sacc_ops). The old module is kept as a backward-compatible\nre-export shim with a deprecation notice.\n\nReplace the manual try-HDF5/try-FITS fallback in load_sacc_data and\nTransform.detect_format with a call to sacc.utils.detect_sacc_file_type,\ndelegating format detection to SACC itself.",
"is_bot": false,
"headline": "refactor(utils): move SACC helpers to firecrown.utils",
"author_name": "Marc Paterno",
"author_login": "marcpaterno",
"committed_at": "2026-06-27T21:05:27Z",
"body_truncated": false,
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{
"oid": "73bcffb96c4bc9592909cc5292600bea8c0a23d2",
"body": "Regenerate conda-lock files for Python 3.12, 3.13, and 3.14 with updated dependency versions.",
"is_bot": false,
"headline": "build(conda-lock): regenerate lockfiles",
"author_name": "Marc Paterno",
"author_login": "marcpaterno",
"committed_at": "2026-06-26T21:35:06Z",
"body_truncated": false,
"is_coding_agent": false
},
{
"oid": "eb7775fb607a4d5959abcbf987a5cdfda3d99d24",
"body": "This is needed because SACC 2.2 no longer transparently handles\ncompressed files. I have filed an issue in SACC and will follow up with\na PR there to implement the needed support.",
"is_bot": false,
"headline": "build(deps): constrain sacc to < 2.2",
"author_name": "Marc Paterno",
"author_login": "marcpaterno",
"committed_at": "2026-06-26T21:31:39Z",
"body_truncated": false,
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{
"oid": "c8637cda919cb986e2da6bd9fba9bf893638baae",
"body": "…ng SACC data\"\n\nThis reverts commit e33299e678df8b6e3e576d98e5f29286033f97dc.\nSACC 2.2 can no longer read compressed files, and that needs to be fixed\nbefore we can start supporting the new version.",
"is_bot": false,
"headline": "Revert \"fix(sacc): catch ValueError in addition to OSError when loadi…",
"author_name": "Marc Paterno",
"author_login": "marcpaterno",
"committed_at": "2026-06-26T21:22:26Z",
"body_truncated": false,
"is_coding_agent": false
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{
"oid": "e33299e678df8b6e3e576d98e5f29286033f97dc",
"body": "…data\n\nExpand exception handling in SACC file loading operations to catch both\nOSError and ValueError. The sacc library can raise ValueError for invalid\nfile formats or corrupted data, so this ensures those errors are properly\nhandled during format detection and file loading attempts.\n\nThis is needed to support sacc v2.2",
"is_bot": false,
"headline": "fix(sacc): catch ValueError in addition to OSError when loading SACC …",
"author_name": "Marc Paterno",
"author_login": "marcpaterno",
"committed_at": "2026-06-26T19:31:10Z",
"body_truncated": false,
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{
"oid": "d75b28e54cb0c5afd81b887899ccf4d30938173d",
"body": null,
"is_bot": false,
"headline": "(style): Fix quoting as directed by pylint",
"author_name": "Marc Paterno",
"author_login": "marcpaterno",
"committed_at": "2026-06-26T17:38:55Z",
"body_truncated": false,
"is_coding_agent": false
},
{
"oid": "7d76a63a4e53afbf9491035e1e1ef441ec04fc58",
"body": "Regenerate conda-lock files for Python 3.12, 3.13, and 3.14 with updated dependency versions.",
"is_bot": false,
"headline": "build(conda-lock): regenerate lockfiles",
"author_name": "Marc Paterno",
"author_login": "marcpaterno",
"committed_at": "2026-06-26T13:02:38Z",
"body_truncated": false,
"is_coding_agent": false
},
{
"oid": "7dedd76a97b2efc5ceda4e000419d81fdb6db70a",
"body": null,
"is_bot": false,
"headline": "Drop support for Python 3.11",
"author_name": "Marc Paterno",
"author_login": "marcpaterno",
"committed_at": "2026-06-26T13:01:16Z",
"body_truncated": false,
"is_coding_agent": false
},
{
"oid": "7098afc792a439218245257c3802d491537a8f10",
"body": "Forward-port RTD docs fix and docs-rtd-check to master",
"is_bot": false,
"headline": "Merge pull request #650 from LSSTDESC/rtd-version-fix-master",
"author_name": "Marc Paterno",
"author_login": "marcpaterno",
"committed_at": "2026-06-25T20:03:54Z",
"body_truncated": false,
"is_coding_agent": false
},
{
"oid": "6bd1ad905f4eca8d7c399f441211e4eaf572176b",
"body": null,
"is_bot": false,
"headline": "Forward-port RTD docs fix and docs-rtd-check to master",
"author_name": "Marc Paterno",
"author_login": "marcpaterno",
"committed_at": "2026-06-25T19:27:18Z",
"body_truncated": false,
"is_coding_agent": false
},
{
"oid": "859a293c59c25ec5f1a9d16fd7ab6139840d7609",
"body": "* Fix conda-forge release procedure\n\nAdd release-verify-archive target to confirm GitHub auto-archives are\nnot valid conda-forge sources. The auto-archive lacks PKG-INFO and\n.git, causing setuptools-scm to fail version detection.\n\nEnhance release-conda-forge to require a verified sdist and compute i\n[…]\ninction between the\nrelease sdist (correct) and GitHub auto-archive (incorrect), plus\nmanual git workflow steps for syncing the conda-forge feedstock fork.\n\nFix instructions to avoid just-fixed errors",
"is_bot": false,
"headline": "Fix conda-forge release procedure (#647)",
"author_name": "Marc Paterno",
"author_login": "marcpaterno",
"committed_at": "2026-06-17T16:19:33Z",
"body_truncated": true,
"is_coding_agent": false
},
{
"oid": "40b52ef7966d4ccd584d46bc23070b523788e643",
"body": "Add release-env-check target to verify the firecrown_developer conda\nenvironment is active before running release targets. This ensures all\nrelease tools (build, GitHub CLI) and dependencies are available.\n\nAdded build to environment.yml as a pip dependency to support the\nPython packaging workflow.\n\nUpdated Making_a_new_release.md to document the environment\nrequirement for release targets.\n\nRegenerated conda lock files with the new build dependency.",
"is_bot": false,
"headline": "Enforce release environment validation",
"author_name": "Marc Paterno",
"author_login": "marcpaterno",
"committed_at": "2026-06-11T23:54:59Z",
"body_truncated": false,
"is_coding_agent": false
},
{
"oid": "8eee206c37bcc489ed26e03721dd1bf211e933d6",
"body": "Enforce that release targets run from the firecrown_developer conda\nenvironment to ensure all release tools (build, GitHub CLI) and\ndependencies are available.\n\nAdd build to environment.yml as a pip dependency.\n\nUpdate Making_a_new_release.md to document the environment\nrequirement.",
"is_bot": false,
"headline": "Add release environment validation",
"author_name": "Marc Paterno",
"author_login": "marcpaterno",
"committed_at": "2026-06-11T22:44:53Z",
"body_truncated": false,
"is_coding_agent": false
},
{
"oid": "7631b64c45c3a8158f3413e4f31d2b45f563f2f4",
"body": "Refactor release targets to separate fast validation (release-validate)\nfrom full pre-commit checks. Cache successful validation results in\n.git/firecrown-release/ to avoid rerunning expensive make pre-commit\nchecks when running subsequent release targets like release-tag.\n\nThis simplifies the release workflow by removing the explicit\nrelease-check step from documentation and making release-tag reuse\npreviously successful checks for the same HEAD and VERSION.",
"is_bot": false,
"headline": "Cache release check results",
"author_name": "Marc Paterno",
"author_login": "marcpaterno",
"committed_at": "2026-06-11T21:36:33Z",
"body_truncated": false,
"is_coding_agent": false
},
{
"oid": "f8833add25b3c4244af457cf69f8699ded28a738",
"body": null,
"is_bot": false,
"headline": "Update lockfiles and do not check in release check",
"author_name": "Marc Paterno",
"author_login": "marcpaterno",
"committed_at": "2026-06-11T17:47:12Z",
"body_truncated": false,
"is_coding_agent": false
},
{
"oid": "8ccb3c87842386654a191bf8905c174ba5268639",
"body": "* Revert to simple reference to isitgr in envronment.yml\n* Fix typechecking error in link checker\n* Update conda lock files\n* Handle Rate-limited External Links\n* Add special handling for HTTP 429 (Too Many Requests)\nresponses when checking external links. Rate-limited\nURLs are tracked separately and excluded from broken\nlink reports, ensuring that temporary rate limits do\nnot cause false failures in link validation.",
"is_bot": false,
"headline": "Prep v1.15.0 (#645)",
"author_name": "Marc Paterno",
"author_login": "marcpaterno",
"committed_at": "2026-06-11T17:25:48Z",
"body_truncated": false,
"is_coding_agent": false
},
{
"oid": "81981d9289612ecd2ffd700c7eeac704ee20f596",
"body": "* Update environment\n\n- Release restrictions on several packages\n- Force local building of wheel for isitgr because the one on PyPI\n is defective for macOS.\n\n* Remove the version restriction on plotnine\n\n* Use PEP 440 direct-reference for isitgr\n\nThe use of the bare URL causes a failure in conda-lo\n[…]\nns prior\nto 0.27, including the dynamic 'likelihood.likelihood' module\nregistration. This removes the unused Ncm import and simplifies the\ninitialization code by explicitly requiring NumCosmo >= 0.27.",
"is_bot": false,
"headline": "Prep v1.15.0 (#644)",
"author_name": "Marc Paterno",
"author_login": "marcpaterno",
"committed_at": "2026-06-04T23:44:53Z",
"body_truncated": true,
"is_coding_agent": false
},
{
"oid": "b8800bd1f5a848eea7ddcc96f8951b49666b2f28",
"body": "Simplify conda release and resolve CI workflow merge conflicts",
"is_bot": false,
"headline": "Merge pull request #642 from LSSTDESC/simplify-conda-release",
"author_name": "Marc Paterno",
"author_login": "marcpaterno",
"committed_at": "2026-06-04T18:18:31Z",
"body_truncated": false,
"is_coding_agent": false
},
{
"oid": "46b3a2d979eef789b710d9d3f936c7c6a15061a7",
"body": "This reverts commit 7e1fbe34ab7182e58da0933f8c1ed68e1c4daf95.",
"is_bot": false,
"headline": "Revert \"Add --no-fail-on-broken-links option to link checker\"",
"author_name": "Marc Paterno",
"author_login": "marcpaterno",
"committed_at": "2026-06-04T17:23:49Z",
"body_truncated": false,
"is_coding_agent": false
},
{
"oid": "7e1fbe34ab7182e58da0933f8c1ed68e1c4daf95",
"body": "Introduce new CLI option `--fail-on-broken-links` (default: on) that allows\nthe link checker to exit successfully even when broken links are found. This is\nuseful for generating documentation before all links have been fixed.\n\nAlso update Makefile to use `--no-fail-on-broken-links` for the docs-linkcheck\ntarget, and add `.gitignore` entry for tutorial/docs directory.",
"is_bot": false,
"headline": "Add --no-fail-on-broken-links option to link checker",
"author_name": "Marc Paterno",
"author_login": "marcpaterno",
"committed_at": "2026-06-04T15:40:25Z",
"body_truncated": false,
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},
{
"oid": "ea9dd8fce33bd7c31321eba69a1cae574523c622",
"body": null,
"is_bot": true,
"headline": "Merge origin/master to resolve workflow conflicts",
"author_name": "copilot-swe-agent[bot]",
"author_login": "Copilot",
"committed_at": "2026-06-03T22:19:08Z",
"body_truncated": false,
"is_coding_agent": false
},
{
"oid": "28600852f983d594d8aa6918b893f5e03234f76f",
"body": "This enables automatic version detection for future development after\na release branch, e.g. v1.14.x. The new scheme guesses the next\nversion (e.g. 1.15.0) when commits are ahead of the latest tag, making\nit clear this is not v1.14 development.\n\nThis requires the a tag be placed on the commit after a new branch\nis made for long-term maintenance.",
"is_bot": false,
"headline": "Update setuptools_scm version scheme to guess-next-dev",
"author_name": "Marc Paterno",
"author_login": "marcpaterno",
"committed_at": "2026-06-03T22:11:30Z",
"body_truncated": false,
"is_coding_agent": false
},
{
"oid": "76d1fcdd64604ecce0090b35577ea12347d0824c",
"body": "…b-actions-fc20006228\n\nBump the github-actions group with 2 updates",
"is_bot": false,
"headline": "Merge pull request #643 from LSSTDESC/dependabot/github_actions/githu…",
"author_name": "Sandro Dias Pinto Vitenti",
"author_login": "vitenti",
"committed_at": "2026-06-03T15:20:10Z",
"body_truncated": false,
"is_coding_agent": false
},
{
"oid": "76d7f7add9a39820a05052d05f2714cb8e9dadd8",
"body": "Bumps the github-actions group with 2 updates: [actions/checkout](https://github.com/actions/checkout) and [codecov/codecov-action](https://github.com/codecov/codecov-action).\n\n\nUpdates `actions/checkout` from 6.0.2 to 6.0.3\n- [Release notes](https://github.com/actions/checkout/releases)\n- [Changelo\n[…]\n\n dependency-version: 6.0.1\n dependency-type: direct:production\n update-type: version-update:semver-patch\n dependency-group: github-actions\n...\n\nSigned-off-by: dependabot[bot] <support@github.com>",
"is_bot": true,
"headline": "Bump the github-actions group with 2 updates",
"author_name": "dependabot[bot]",
"author_login": "dependabot[bot]",
"committed_at": "2026-06-02T16:53:05Z",
"body_truncated": true,
"is_coding_agent": false
},
{
"oid": "9f709291aae93d42cd5b86f82f8f8cbd02cbfc30",
"body": "Update conda environment creation commands across documentation\nand scripts to explicitly specify the environment name\n'firecrown_developer' using the --name flag. This improves clarity\nand consistency for users following installation instructions.",
"is_bot": false,
"headline": "Add explicit conda environment name",
"author_name": "Marc Paterno",
"author_login": "marcpaterno",
"committed_at": "2026-05-29T21:08:36Z",
"body_truncated": false,
"is_coding_agent": false
},
{
"oid": "53e956c08b9b10561351033381672481c84bc453",
"body": "This ensures the Augur test suite has access to the project\ndirectory path through the AUGUR_DIR environment variable.",
"is_bot": false,
"headline": "Set AUGUR_DIR for Augur tests",
"author_name": "Marc Paterno",
"author_login": "marcpaterno",
"committed_at": "2026-05-29T16:17:44Z",
"body_truncated": false,
"is_coding_agent": false
},
{
"oid": "466a591b58a25b6172a5c0cd081c5866a0d2b9f3",
"body": "Accept extra keyword arguments in the ModelingTools constructor to\nmaintain backward compatibility with deprecated parameters. The\ndeprecation warnings for these arguments are already in place, and\naccepting them via **_ allows existing code to continue working while\nwe phase them out. Updated test with type ignore comment to suppress\nspurious type checking errors from the intentional incompatibility.",
"is_bot": false,
"headline": "Add kwargs catch-all to ModelingTools",
"author_name": "Marc Paterno",
"author_login": "marcpaterno",
"committed_at": "2026-05-29T14:49:06Z",
"body_truncated": false,
"is_coding_agent": false
},
{
"oid": "d37f8836b772edbdf69b1f738280e974ba40efb7",
"body": "Regenerate all four Python-version lock files\n(py3.11 through py3.14) with refreshed package\nversions, including astropy-iers-data, black,\nand several other dependencies.",
"is_bot": false,
"headline": "Update conda lock files",
"author_name": "Marc Paterno",
"author_login": "marcpaterno",
"committed_at": "2026-05-28T20:43:15Z",
"body_truncated": false,
"is_coding_agent": false
},
{
"oid": "7e1bb8849456b0dcc28c6267851f98c0e56ec8ab",
"body": "Add a parametrized test that verifies both\ncluster_abundance and cluster_deltasigma legacy\nconstructor parameters emit DeprecationWarning,\npreventing silent regression of the deprecation\nbehavior.",
"is_bot": false,
"headline": "Test deprecated ModelingTools constructor args",
"author_name": "Marc Paterno",
"author_login": "marcpaterno",
"committed_at": "2026-05-28T20:38:52Z",
"body_truncated": false,
"is_coding_agent": false
},
{
"oid": "df9b5c46c0796fd838e43ac1223c261a879865f7",
"body": "Add Makefile targets for release validation, tagging, sdist\ncreation, GitHub publication, and conda-forge handoff.\n\nDocument the feature-line and maintenance release flow around\nthose targets, including branch expectations and release\npreconditions. Update the PR template to point contributors to\nma\n[…]\ns the current\ndeveloper entry point.\n\nThis standardizes release steps, catches missing build or gh\nsetup early, and verifies the sdist version metadata before\ntags and release artifacts are published.",
"is_bot": false,
"headline": "Add Makefile release workflow",
"author_name": "Marc Paterno",
"author_login": "marcpaterno",
"committed_at": "2026-05-28T19:59:38Z",
"body_truncated": true,
"is_coding_agent": false
},
{
"oid": "224376ab671bfcd89efd6b72f411b2ca37fdcd8c",
"body": "Remove the pinned commit ref from the Augur\ncheckout step, so it now tracks the default\nbranch rather than a fixed SHA.\n\nChange the Augur pytest invocation from the\nrepo root to augur/tests, scoping the run to\nthe intended test directory.\n\nAlso fix indentation in the \"Report environment\"\nstep and reformat long cache-key YAML lines for\nreadability.",
"is_bot": false,
"headline": "Update Augur CI checkout and test path",
"author_name": "Marc Paterno",
"author_login": "marcpaterno",
"committed_at": "2026-05-28T15:47:49Z",
"body_truncated": false,
"is_coding_agent": false
},
{
"oid": "b810af29ff52e55dc51766bf6d131d9c59de7802",
"body": "Move _UNSET sentinel to after all imports in\n_modeling_tools.py to resolve E402/C0413 import-order\nviolations. Add deprecated cluster_abundance and\ncluster_deltasigma parameters to ModelingTools.__init__,\neach emitting a DeprecationWarning when passed.\n\nRemove unused pytest import from\ntest_likeliho\n[…]\nlass names as first words with \"Verify\".\nFix E1135 pylint false positive by using .keys() on\nmodel_fields. Add test_modeling_tools_deprecated.py\ncovering the two new deprecated constructor parameters.",
"is_bot": false,
"headline": "Fix lint errors in backward compat shims",
"author_name": "Marc Paterno",
"author_login": "marcpaterno",
"committed_at": "2026-05-27T22:18:56Z",
"body_truncated": true,
"is_coding_agent": false
},
{
"oid": "558b673863cc38ae6e9e26346c4da09f91de763a",
"body": "Re-export TwoPointFactory from firecrown.likelihood.factories\nto restore backward compatibility with code that imports it\nfrom that path. The class itself remains in\nfirecrown.likelihood._two_point and is the canonical export\nof firecrown.likelihood.\n\nAdd tests verifying the class is importable from the factories\nmodule, is identical to the object in firecrown.likelihood,\nappears in __all__, is a Pydantic BaseModel subclass, and\nexposes the correlation_space field.",
"is_bot": false,
"headline": "Export TwoPointFactory from likelihood.factories",
"author_name": "Marc Paterno",
"author_login": "marcpaterno",
"committed_at": "2026-05-27T22:07:17Z",
"body_truncated": false,
"is_coding_agent": false
},
{
"oid": "43b8decdc9d6c9a4a07590da9df09b260478a2c6",
"body": "Add firecrown/likelihood/gaussian.py as a backward\ncompatibility shim that re-exports ConstGaussian from\nits current private location (_gaussian.py). The shim\nemits a DeprecationWarning directing users to import\nfrom firecrown.likelihood instead.\n\nAdd tests verifying the deprecation warning is emitted,\nthat the exported class is importable, that it is the\nidentical object to the one in the canonical location,\nand that it appears in __all__.",
"is_bot": false,
"headline": "Add gaussian shim for backward compat",
"author_name": "Marc Paterno",
"author_login": "marcpaterno",
"committed_at": "2026-05-27T21:57:26Z",
"body_truncated": false,
"is_coding_agent": false
},
{
"oid": "b792f37b5849f66f283faa0ef531eeeaea593ba0",
"body": "The module firecrown.likelihood.two_point was renamed to\nfirecrown.likelihood._two_point (private), which broke\nthird-party code (e.g., augur) that imported from the old\npublic path.\n\nAdd a backward-compatibility shim at\nfirecrown/likelihood/two_point.py that re-exports all public\nnames from the new\n[…]\n tests in tests/test_two_point_deprecated.py covering: the\ndeprecation warning, importability of all re-exported names,\nobject identity with the canonical location, alias import, and\n__all__ contents.",
"is_bot": false,
"headline": "Add two_point backward-compat shim",
"author_name": "Marc Paterno",
"author_login": "marcpaterno",
"committed_at": "2026-05-27T20:45:07Z",
"body_truncated": true,
"is_coding_agent": false
},
{
"oid": "49446febbf8f419a0d3c73ca02fa26bb02987642",
"body": "Add fetch-depth: 0 to all checkout steps in ci.yml,\nci-reusable.yml, and nightly.yml.\n\nA shallow clone (the default) omits git tags and\nhistory, which is required for tools that derive the\npackage version from git history during CI builds.",
"is_bot": false,
"headline": "Fetch full history in CI workflows",
"author_name": "Marc Paterno",
"author_login": "marcpaterno",
"committed_at": "2026-05-27T17:14:59Z",
"body_truncated": false,
"is_coding_agent": false
},
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"oid": "4cc1e37dff90cdfe8182e105de2dbb6f835e7748",
"body": "All tutorial documents now display the Firecrown package version\nautomatically as a subtitle. Version is extracted at build time using\nimportlib.metadata and passed to Quarto via the new version_filter.lua\nLua filter. This eliminates manual version maintenance for 14 tutorial\nfiles and ensures version numbers stay synchronized across the project.\nUpdated Makefile to export FIRECROWN_VERSION and pass it to the Quarto\nbuild process with the new version filter in the metadata chain.",
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"headline": "Add automatic version generation to tutorials",
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"oid": "9376b3ab492c8515e29ff0a9a95f13bcfe900a7e",
"body": "Replace the manual version.py file with importlib.metadata, which reads\nthe version from package metadata. Add setuptools_scm configuration to\nautomatically manage versioning based on git tags. Delete the manual\nversion file, update_quarto_version.py script, and hardcoded version\nstrings in tutorial files. Update version tests to validate the new\nmetadata-based system. This eliminates manual version maintenance and\nensures consistency across the project.",
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"headline": "Use importlib.metadata for versioning",
"author_name": "Marc Paterno",
"author_login": "marcpaterno",
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"oid": "8ea33ee6cf83b8e90e9ba7e4cc144844621126ea",
"body": "Fix MuSigmaModel initialization and API",
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"headline": "Merge pull request #641 from LSSTDESC/fix_640",
"author_name": "Marc Paterno",
"author_login": "marcpaterno",
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"body": "Update MuSigmaModel.create() to use named parameters for\nMuSigmaMG instantiation (mu_0, sigma_0, c1_mg, c2_mg,\nlambda_mg) as required by the pyccl library API. Also\nadjusted default values for mu, sigma, and lambda0 from 1.0\nto 0.0. Added comprehensive test assertions to verify the\ncreated MuSigmaMG object has correct parameter values and\nparametrization type.",
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"headline": "Fix MuSigmaModel initialization and API",
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"body": "Update conda-lock to 4.0.0 and CCL to 3.3.4",
"is_bot": false,
"headline": "Merge pull request #639 from LSSTDESC/update-ccl",
"author_name": "Marc Paterno",
"author_login": "marcpaterno",
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"body": "The lsstdesc-crow package is now available as a conda dependency,\nwhich is preferable to the pip-only dependency. Updated environment.yml\nand regenerated conda-lock files for Python 3.11–3.14.",
"is_bot": false,
"headline": "Move lsstdesc-crow to conda",
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"body": "Ensure conda-lock installation and execution both run in the base\nconda environment using conda run -n base. This prevents activation\nconflicts and ensures the tools operate in a predictable environment.\nAlso remove redundant conda-lock installation steps that were run\nbefore the actual lockfile installation process.",
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"headline": "Run conda-lock tools in base environment",
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"headline": "Reformat YAML",
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"body": "Refactor conda-lock installation to occur immediately after Miniforge\nsetup across all CI jobs for better consistency. Move the installation\nstep before environment reporting to ensure conda-lock is available\nthroughout the job.\n\nAdd documentation to CONTRIBUTING.md about regenerating and checking\nc\n[…]\nersions.\n\nFix file path references in CONTRIBUTING_ADVANCED.md CI system\ndocumentation table to use correct `.github/` prefixes.\n\nRegenerate conda lockfiles for Python 3.11-3.13 with updated metadata.",
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"headline": "Update CI workflow and lockfile docs",
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"body": "Update dependency lock files for Python 3.11, 3.12, 3.13,\nand 3.14. These lock files pin exact versions of all\ndependencies across supported Python versions, ensuring\nconsistent reproducible builds and environments.",
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"headline": "Update conda-lock files",
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"author_login": "marcpaterno",
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"body": "Upgrade conda-lock from 2.5.7 to 4.0.0 and migrate to the unified lockfile\nformat. This replaces per-platform lock files with YAML-based unified\nlockfiles that are cleaner and easier to maintain.\n\nSimplified the lock generation script by removing probe_conda_lock and\nprepare_lock_input functions, wh\n[…]\nfor cobaya, isitgr, and lsstdesc-crow, which\nare now properly handled by the unified lockfiles.\n\nRegenerated all conda lockfiles for Python 3.11, 3.12, 3.13, and 3.14 across\nLinux and macOS platforms.",
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"headline": "Update conda-lock to 4.0.0",
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"body": "* Added implementation of the mass-dependent NLA intrinsic-alignment model for weak-lensing tracers.\n* Included shared IA amplitude and mass-scaling parameters with tracer-dependent red-galaxy fractions and average halo masses.\n* Switched halo-mass sampling to `log10(<M_h>)`.\n* Added tests for the `\n[…]\negistration.\n* Final cleanup, documentation updates, and removal of debug output.\n\n---------\n\nCo-authored-by: Sandro Dias Pinto Vitenti <vitenti@uel.br>\nCo-authored-by: Marc Paterno <paterno@fnal.gov>",
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"headline": "Nla m test (#602)",
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"body": "* Move cluster predictions from Firecrown to crow\n* Replace cluster files and add `lsstdesc-crow` dependency\n* Rename dependency from `desc-crow` to `lsstdesc-crow`\n* Setup environment and recipe initialization for crow-based workflows\n* Provide working `cluster_redshift_richness_deltasigma.py` exam\n[…]\ning, linting, typing, and CI issues\n\n---------\n\nCo-authored-by: Michel <aguena@lapp.in2p3.fr>\nCo-authored-by: Sandro Dias Pinto Vitenti <vitenti@uel.br>\nCo-authored-by: Marc Paterno <paterno@fnal.gov>",
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"headline": "Removing cluster theory prediction from Firecrown (#581)",
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"body": "Update GitHub actions",
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"headline": "Merge pull request #635 from LSSTDESC/update-github-actions",
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"body": "Enable monthly grouped Dependabot updates for workflow references and\ndocument the needed repository setting for Dependabot version updates.\n\nThis requires manual activation on the repository web site before it\nwill take effect.",
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"headline": "Merge pull request #634 from LSSTDESC/alter-macos-ci",
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"body": "Consolidated nightly and pull request CI modes to always use lockfile-based\nenvironment creation with lock-hash cache keys. This eliminates separate\ndate-based caching logic for PR mode and simplifies conditional branching\nthroughout the reusable workflow.\n\nAdded a new non-blocking rebuild-drift can\n[…]\ning\nmerges.\n\nAdded debug output throughout environment setup steps and updated\nCONTRIBUTING_ADVANCED.md to document the new PR drift detection behavior\nand clarify the unified lockfile-based approach.",
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"detail": "2 contributor(s) cover half of all commits",
"points": 25.2,
"status": "partial",
"details": [
{
"code": "bus_factor",
"params": {
"count": 2
}
}
],
"max_points": 54
},
{
"key": "commit_distribution",
"name": "Commit distribution",
"detail": "top contributor authored 47% of commits",
"points": 11.8,
"status": "partial",
"details": [
{
"code": "top_contributor_share",
"params": {
"share": 47
}
}
],
"max_points": 22.5
},
{
"key": "contributor_breadth",
"name": "Contributor breadth",
"detail": "29 contributors",
"points": 13.5,
"status": "met",
"details": [
{
"code": "contributors_sampled",
"params": {
"count": 29
}
}
],
"max_points": 13.5
},
{
"key": "openssf_scorecard_contributors",
"name": "OpenSSF Scorecard: Contributors",
"detail": "project has 18 contributing companies or organizations",
"points": 10,
"status": "met",
"details": [],
"max_points": 10
}
]
},
{
"key": "responsiveness",
"band": "excellent",
"name": "Issue & PR responsiveness",
"note": "Excluded from scoring (no data or not applicable): Newcomer PR acceptance. Remaining weights renormalized.",
"notes": [
{
"code": "excluded_no_data",
"params": {
"components": [
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]
}
},
{
"code": "weights_renormalized",
"params": {}
}
],
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"open_issues": 17,
"closed_issues": 231,
"prs_merged_7d": null,
"prs_decided_7d": null,
"prs_merged_30d": null,
"prs_decided_30d": null,
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"closed_unmerged_prs": 53,
"first_time_authors_30d": null,
"first_time_prs_merged_30d": null,
"first_time_prs_decided_30d": null
},
"components": [
{
"key": "issue_resolution",
"name": "Issue resolution",
"detail": "93% of issues closed",
"points": 39.1,
"status": "partial",
"details": [
{
"code": "issues_closed_share",
"params": {
"share": 93
}
}
],
"max_points": 42
},
{
"key": "pr_acceptance",
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"points": 26,
"status": "partial",
"details": [
{
"code": "decided_prs_merged",
"params": {
"merged": 342,
"decided": 395
}
}
],
"max_points": 30
},
{
"key": "newcomer_pr_acceptance",
"name": "Newcomer PR acceptance",
"detail": "no first-time contributor's PR decided in 30d",
"points": 0,
"status": "excluded",
"details": [
{
"code": "no_newcomer_prs",
"params": {
"days": 30
}
}
],
"max_points": 13
},
{
"key": "openssf_scorecard_code_review",
"name": "OpenSSF Scorecard: Code-Review",
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"points": 15,
"status": "met",
"details": [],
"max_points": 15
}
]
},
{
"key": "stewardship",
"band": "good",
"name": "Ownership & stewardship",
"note": null,
"notes": [],
"value": 72,
"inputs": {
"followers": 230,
"owner_type": "Organization",
"is_verified": null,
"owner_login": "LSSTDESC",
"public_repos": 482,
"account_age_days": 5015
},
"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": [],
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},
{
"key": "owner_reach",
"name": "Owner reach",
"detail": "230 followers of LSSTDESC",
"points": 17,
"status": "partial",
"details": [
{
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"params": {
"count": 230,
"login": "LSSTDESC"
}
}
],
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},
{
"key": "track_record",
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"points": 25,
"status": "met",
"details": [
{
"code": "public_repos",
"params": {
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}
},
{
"code": "account_age_years",
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"years": 13
}
}
],
"max_points": 25
}
]
}
],
"description": "Will the project survive its people — bus factor, responsiveness, who backs it, and package upkeep?"
},
{
"key": "engineering",
"band": "good",
"name": "Engineering Quality",
"value": 68,
"weight": 0.19,
"metrics": [
{
"key": "engineering_practices",
"band": "moderate",
"name": "Engineering practices",
"note": null,
"notes": [],
"value": 64,
"inputs": {
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"has_tests": true,
"has_editorconfig": false,
"has_linter_config": false,
"has_precommit_config": false
},
"components": [
{
"key": "ci_workflows",
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"detail": "3 workflow(s)",
"points": 24,
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"details": [
{
"code": "ci_workflows",
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}
}
],
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},
{
"key": "tests_present",
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"points": 24,
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"details": [],
"max_points": 24
},
{
"key": "linter_config",
"name": "Linter config",
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"points": 0,
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"details": [],
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},
{
"key": "pre_commit_hooks",
"name": "Pre-commit hooks",
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"points": 0,
"status": "missed",
"details": [],
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},
{
"key": "editorconfig",
"name": ".editorconfig",
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"points": 0,
"status": "missed",
"details": [],
"max_points": 6.4
},
{
"key": "openssf_scorecard_ci_tests",
"name": "OpenSSF Scorecard: CI-Tests",
"detail": "8 out of 9 merged PRs checked by a CI test -- score normalized to 8",
"points": 16,
"status": "partial",
"details": [],
"max_points": 20
}
]
},
{
"key": "documentation",
"band": "good",
"name": "Documentation",
"note": null,
"notes": [],
"value": 75,
"inputs": {
"topics": [
"cobaya",
"cosmosis",
"likelihood-functions",
"python",
"sampler",
"numcosmo"
],
"has_wiki": false,
"homepage": null,
"has_readme": true,
"has_docs_dir": true,
"has_description": true
},
"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": null,
"points": 0,
"status": "missed",
"details": [],
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},
{
"key": "repository_description",
"name": "Repository description",
"detail": null,
"points": 10,
"status": "met",
"details": [],
"max_points": 10
},
{
"key": "topics",
"name": "Topics",
"detail": "6 topics",
"points": 10,
"status": "met",
"details": [
{
"code": "topics_count",
"params": {
"count": 6
}
}
],
"max_points": 10
},
{
"key": "wiki",
"name": "Wiki",
"detail": null,
"points": 0,
"status": "missed",
"details": [],
"max_points": 10
}
]
}
],
"description": "Are baseline engineering and documentation practices in place?"
},
{
"key": "security",
"band": "moderate",
"name": "Security",
"value": 59,
"weight": 0.16,
"metrics": [
{
"key": "security_posture",
"band": "moderate",
"name": "Security posture",
"note": "Excluded from scoring (no data or not applicable): Branch-Protection, Packaging. Remaining weights renormalized.",
"notes": [
{
"code": "excluded_no_data",
"params": {
"components": [
"branch_protection",
"packaging"
]
}
},
{
"code": "weights_renormalized",
"params": {}
}
],
"value": 59,
"inputs": {
"source": "openssf_scorecard",
"checks_evaluated": 16,
"scorecard_version": "v5.5.0",
"checks_inconclusive": 2,
"scorecard_aggregate": 5.9
},
"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": "8 out of 9 merged PRs checked by a CI test -- score normalized to 8",
"points": 2,
"status": "partial",
"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": "all changesets reviewed",
"points": 7.5,
"status": "met",
"details": [],
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},
{
"key": "contributors",
"name": "Contributors",
"detail": "project has 18 contributing companies or organizations",
"points": 2.5,
"status": "met",
"details": [],
"max_points": 2.5
},
{
"key": "dangerous_workflow",
"name": "Dangerous-Workflow",
"detail": "no dangerous workflow patterns detected",
"points": 10,
"status": "met",
"details": [],
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},
{
"key": "dependency_update_tool",
"name": "Dependency-Update-Tool",
"detail": "update tool detected",
"points": 7.5,
"status": "met",
"details": [],
"max_points": 7.5
},
{
"key": "fuzzing",
"name": "Fuzzing",
"detail": "project is not fuzzed",
"points": 0,
"status": "missed",
"details": [],
"max_points": 5
},
{
"key": "license",
"name": "License",
"detail": "license file detected",
"points": 2.5,
"status": "met",
"details": [],
"max_points": 2.5
},
{
"key": "maintained",
"name": "Maintained",
"detail": "30 commit(s) and 4 issue activity found in the last 90 days -- score normalized to 10",
"points": 7.5,
"status": "met",
"details": [],
"max_points": 7.5
},
{
"key": "packaging",
"name": "Packaging",
"detail": "packaging workflow not detected",
"points": 0,
"status": "excluded",
"details": [
{
"code": "no_data",
"params": {}
}
],
"max_points": 5
},
{
"key": "pinned_dependencies",
"name": "Pinned-Dependencies",
"detail": "dependency not pinned by hash detected -- score normalized to 1",
"points": 0.5,
"status": "partial",
"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": "Project has not signed or included provenance with any releases.",
"points": 0,
"status": "missed",
"details": [],
"max_points": 7.5
},
{
"key": "token_permissions",
"name": "Token-Permissions",
"detail": "detected GitHub workflow tokens with excessive permissions",
"points": 0,
"status": "missed",
"details": [],
"max_points": 7.5
},
{
"key": "vulnerabilities",
"name": "Vulnerabilities",
"detail": "0 existing vulnerabilities detected",
"points": 7.5,
"status": "met",
"details": [],
"max_points": 7.5
}
]
},
{
"key": "high_risk_jurisdiction_exposure",
"band": "exceptional",
"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": {
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"red_flag": false,
"exposures": [],
"policy_countries": [
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"Iran",
"North Korea"
],
"commit_weight_rule": {
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"min_commit_share": 0.1
},
"review_only_matches": 0,
"below_threshold_exposures": [],
"assessed_self_published_locations": 5
},
"components": [
{
"key": "policy_exposure_multiplier",
"name": "Policy exposure multiplier",
"detail": "no confirmed policy-scope location match",
"points": 100,
"status": "met",
"details": [
{
"code": "jurisdiction_no_match",
"params": {}
}
],
"max_points": 100
}
]
}
],
"description": "Are visible security and supply-chain practices strong, with no malicious dependency and no unresolved high-risk jurisdiction exposure?"
},
{
"key": "ai_readiness",
"band": "moderate",
"name": "AI Readiness",
"value": 60,
"weight": 0.04,
"metrics": [
{
"key": "ai_agent_context",
"band": "excellent",
"name": "Agent context & guidance",
"note": null,
"notes": [],
"value": 85,
"inputs": {
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"legible_history_share": 0.814,
"agent_instruction_files": [
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],
"agent_instruction_max_bytes": 698
},
"components": [
{
"key": "agent_instructions",
"name": "Agent instructions",
"detail": ".github/copilot-instructions.md",
"points": 45,
"status": "met",
"details": [
{
"code": "file_list",
"params": {
"files": ".github/copilot-instructions.md"
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}
],
"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": "79 of 97 human commits state their intent (structured subject or explanatory body)",
"points": 40,
"status": "met",
"details": [
{
"code": "legible_history",
"params": {
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"sampled": 97
}
}
],
"max_points": 40
}
]
},
{
"key": "ai_verify_loop",
"band": "moderate",
"name": "Verify loop (build / test / typecheck)",
"note": null,
"notes": [],
"value": 51,
"inputs": {
"has_nix": false,
"has_tests": true,
"lockfiles": [],
"has_dockerfile": false,
"typed_language": false,
"bootstrap_files": [
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"docs/Makefile"
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"has_devcontainer": false,
"has_linter_config": false,
"typecheck_configs": [],
"agent_commit_share": 0.01,
"toolchain_manifests": [],
"dependency_bot_commit_share": 0.02
},
"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"
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}
],
"max_points": 18
},
{
"key": "automated_tests",
"name": "Automated tests",
"detail": null,
"points": 22,
"status": "met",
"details": [],
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},
{
"key": "lint_format_config",
"name": "Lint / format config",
"detail": null,
"points": 0,
"status": "missed",
"details": [],
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},
{
"key": "static_type_checking",
"name": "Static type checking",
"detail": null,
"points": 0,
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"details": [],
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},
{
"key": "reproducible_environment",
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"detail": null,
"points": 0,
"status": "missed",
"details": [],
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},
{
"key": "demonstrated_agent_practice",
"name": "Demonstrated agent practice",
"detail": "1 of the last 100 commits agent-authored or agent-credited",
"points": 2,
"status": "partial",
"details": [
{
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"params": {
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"sampled": 100
}
}
],
"max_points": 10
},
{
"key": "automated_maintenance",
"name": "Automated maintenance",
"detail": "2 of the last 100 commits are automated dependency updates",
"points": 8,
"status": "met",
"details": [
{
"code": "dependency_bot_commits",
"params": {
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"sampled": 100
}
}
],
"max_points": 8
},
{
"key": "openssf_scorecard_pinned_dependencies",
"name": "OpenSSF Scorecard: Pinned-Dependencies",
"detail": "dependency not pinned by hash detected -- score normalized to 1",
"points": 1,
"status": "partial",
"details": [],
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}
]
},
{
"key": "ai_code_legibility",
"band": "moderate",
"name": "Code legibility for models",
"note": null,
"notes": [],
"value": 55,
"inputs": {
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"largest_source_bytes": 79152,
"source_files_sampled": 311,
"oversized_source_files": 1
},
"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": "1/311 source files over 60KB",
"points": 54.8,
"status": "partial",
"details": [
{
"code": "oversized_source_files",
"params": {
"kb": 60,
"sampled": 311,
"oversized": 1
}
}
],
"max_points": 55
}
]
},
{
"key": "ai_interfaces",
"band": "weak",
"name": "Machine-readable interfaces",
"note": null,
"notes": [],
"value": 40,
"inputs": {
"example_dirs": [
"example",
"examples"
],
"has_mcp_signal": false,
"api_schema_files": []
},
"components": [
{
"key": "api_schema_openapi_graphql_proto",
"name": "API schema (OpenAPI/GraphQL/proto)",
"detail": null,
"points": 0,
"status": "missed",
"details": [],
"max_points": 40
},
{
"key": "mcp_server",
"name": "MCP server",
"detail": null,
"points": 0,
"status": "missed",
"details": [],
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},
{
"key": "runnable_examples",
"name": "Runnable examples",
"detail": "example, examples",
"points": 40,
"status": "met",
"details": [
{
"code": "file_list",
"params": {
"files": "example, examples"
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}
],
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]
}
],
"description": "How well is the repo equipped to be developed and maintained with AI coding agents? Carries a deliberately small weight: agent tooling is a real maintenance signal, but its absence must never gate the top of the scale (calibration saturates at raw 91, so 100/100 remains reachable with AI Readiness at zero)."
}
],
"classification": {
"top": [
"application"
],
"labels": [
"cli"
],
"scores": {
"cli": 4,
"library": 2
},
"primary": "cli",
"evidence": [
{
"tier": "dependencies",
"label": "cli",
"source": "dep:typer",
"weight": 4
},
{
"tier": "description",
"label": "library",
"source": "description:library",
"weight": 2
}
],
"artifacts": [],
"confidence": "low",
"host_extension": false,
"runs_as_process": true,
"consumed_by_code": false
},
"metrics_version": "2.5.0"
},
"warnings": [
"Star history unavailable: GitHub GraphQL error: Resource not accessible by personal access token",
"Could not fetch pypi package 'firecrown' from its registry",
"No resolved dependencies carried a version and a supported ecosystem"
],
"report_type": "repository",
"generated_at": "2026-07-31T02:57:58.717692Z",
"schema_version": "0.27.0",
"badge_url": "https://raw.githubusercontent.com/inspect-software/badges/main/v1/l/LSSTDESC/firecrown.svg",
"full_name": "LSSTDESC/firecrown",
"license_state": "standard",
"license_spdx": "BSD-3-Clause"
}
Related records
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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 v2.5.0, schema v0.27.0 — full methodology · metrics wiki.
