Public record
Software health reportschema 0.23.0 · metrics 1.13.0 · 2026-07-21 20:44 UTC

FPGA-Research / FABulous

An easy-to-use, silicon-proven (e)FPGA generator with an integrated CAD toolchain 🏗️

PythonApache-2.0★ 279 stars⑂ 59 forkssince Aug 2020View on GitHub ↗

FPGA-Research/FABulous holds a health index of 80 out of 100, placing it in the Good band. It scores highest on Engineering Quality (96/100) and lowest on Community & Adoption (62/100). It was last updated today. 3 contributors account for most of its recent work.

80
overall / 100
Good

Software 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.

80
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)
VitalityCommunity &AdoptionSustainability &GovernanceEngineeringQualitySecurityAI Readiness

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

FPGA-ResearchOrganization
74 followers34 public repossince Aug 2020

This repository is backed by an organization — shared, accountable stewardship that can outlive any single maintainer.

Package ecosystems

RegistryPackageVersionDownloads / moVersionsLast publish
PyPIFABulous-FPGA2.1.0339711 days ago

Metrics by category

Vitality

Is the project alive — is code being written and are releases shipping?

89Excellent · 22% of overall
How it's scored
36/36Push recency — last push 0 days ago
29.1/36Commit cadence — 42/52 weeks with commits
18/18Commit volume — 341 commits in the last year
10/10OpenSSF Scorecard: Maintained — 30 commit(s) and 15 issue activity found in the last 90 days -- score normalized to 10
Inputs used
commits_last_year341
human_commit_share0.53
days_since_last_push0
active_weeks_last_year42
How it's scored
27/27Ships releases — 10 releases published
36/36Release recency — latest release 11 days ago
12.6/27Release cadence — a release every ~137.7 days
0/10OpenSSF Scorecard: Signed-Releases — no data
Inputs used
releases_count10
latest_release_tagv2.1.0
releases_from_tagsno
days_since_latest_release11
mean_days_between_releases137.7
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?

62Moderate · 18% of overall
How it's scored
39.6/60Stars — 279 stars
14.7/25Forks — 59 forks
6.5/15Watchers — 16 watchers
Inputs used
forks59
stars279
watchers16
growth_stateorganic
growth_factor_pct100
How it's scored
22.5/22.5README
22.5/22.5License — recognized license (Apache-2.0)
18/18CONTRIBUTING guide
0/13.5Code of conduct
0/7.2Issue template
6.3/6.3PR template
Inputs used
has_readmeyes
has_licenseyes
has_contributingyes
has_issue_templateno
has_code_of_conductno
has_pull_request_templateyes
How it's scored
33.8/80Monthly downloads — 339 downloads/month across pypi
0/20Registry dependents — not reported by this ecosystem
Inputs used
packagesFABulous-FPGA
dependents
ecosystemspypi
total_downloads
monthly_downloads339
Excluded from scoring (no data or not applicable): Registry dependents. Remaining weights renormalized.

Sustainability & Governance

Will the project survive its people — bus factor, responsiveness, who backs it, and package upkeep?

80Good · 24% of overall
How it's scored
36/54Bus factor — 3 contributor(s) cover half of all commits
16.4/22.5Commit distribution — top contributor authored 27% of commits
13.5/13.5Contributor breadth — 16 contributors
10/10OpenSSF Scorecard: Contributors — project has 7 contributing companies or organizations
Inputs used
bus_factor3
contributors_sampled16
top_contributor_share0.272
How it's scored
34.7/46.8Issue resolution — 74% of issues closed
32.8/38.3PR acceptance — 524/611 decided PRs merged
15/15OpenSSF Scorecard: Code-Review — all changesets reviewed
Inputs used
merged_prs524
open_issues56
closed_issues162
issue_closed_ratio0.743
closed_unmerged_prs87
How it's scored
30/30Ownership backing — organization-owned
0/20Verified domain
13.5/25Owner reach — 74 followers of FPGA-Research
23.1/25Track record — 34 public repos, account ~5 yr old
Inputs used
followers74
owner_typeOrganization
is_verified
owner_loginFPGA-Research
public_repos34
account_age_days2,157
How it's scored
25/25Published & resolvable — 1 package(s) on pypi
35/35Publish recency — latest publish 11 days ago
20/20Version history — 7 published versions
20/20Not deprecated — active, not deprecated or yanked
Inputs used
packagesFABulous-FPGA
ecosystemspypi
any_deprecatedno
min_days_since_publish11

Engineering Quality

Are baseline engineering and documentation practices in place?

96Excellent · 20% of overall
How it's scored
24/24CI workflows — 10 workflow(s)
24/24Tests present
16/16Linter config — ruff.toml
9.6/9.6Pre-commit hooks
0/6.4.editorconfig
20/20OpenSSF Scorecard: CI-Tests — 30 out of 30 merged PRs checked by a CI test -- score normalized to 10
Inputs used
has_ciyes
has_testsyes
has_editorconfigno
has_linter_configyes
has_precommit_configyes

Documentation

100Excellent
How it's scored
30/30README
25/25Documentation directory
15/15Documentation / homepage site — https://fabulous.readthedocs.io/
10/10Repository description
10/10Topics — 6 topics
10/10Wiki
Inputs used
topicsasic, efpga, fpga, python, verilog, vhdl
has_wikiyes
homepagehttps://fabulous.readthedocs.io/
has_readmeyes
has_docs_diryes
has_descriptionyes

Security

Are visible security and supply-chain practices strong, without unresolved high-risk jurisdiction exposure?

71Good · 16% of overall
How it's scored
7.5/7.5Binary-Artifacts — no binaries found in the repo
6/7.5Branch-Protection — branch protection is not maximal on development and all release branches
2.5/2.5CI-Tests — 30 out of 30 merged PRs checked by a CI test -- score normalized to 10
0/2.5CII-Best-Practices — no effort to earn an OpenSSF best practices badge detected
7.5/7.5Code-Review — all changesets reviewed
2.5/2.5Contributors — project has 7 contributing companies or organizations
10/10Dangerous-Workflow — no dangerous workflow patterns detected
7.5/7.5Dependency-Update-Tool — update tool detected
0/5Fuzzing — project is not fuzzed
2.5/2.5License — license file detected
7.5/7.5Maintained — 30 commit(s) and 15 issue activity found in the last 90 days -- score normalized to 10
5/5Packaging — packaging workflow detected
0/5Pinned-Dependencies — dependency not pinned by hash detected -- score normalized to 0
0/5SAST — SAST tool is not run on all commits -- score normalized to 0
0/5Security-Policy — security policy file not detected
0/7.5Signed-Releases — no data
0/7.5Token-Permissions — detected GitHub workflow tokens with excessive permissions
6.8/7.5Vulnerabilities — 1 existing vulnerabilities detected
Inputs used
sourceopenssf_scorecard
checks_evaluated17
scorecard_versionv5.5.0
checks_inconclusive1
scorecard_aggregate6.7
Excluded from scoring (no data or not applicable): signed_releases. Remaining weights renormalized.
How it's scored
35/35Direct dependencies free of known advisories — no direct dependency carries a known advisory
10.6/25Indirect dependencies free of known advisories — 1 affected: click 8.2.2 (high 7.2)
40/40No advisories left outstanding — no advisory has been public longer than 90 days
Inputs used
sourceosv
advisories1
affected_packages1
assessed_packages83
unassessed_packages0
affected_by_severityhigh 1
direct_affected_packages0
Matched the pypi:FABulous-FPGA@2.1.0 runtime dependency closure — what installing the published package pulls in — 83 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.

73Good · 0% of overall
How it's scored
45/45Agent instructions — .cursorrules, .github/copilot-instructions.md, AGENTS.md, CLAUDE.md
0/15Machine-readable docs (llms.txt)
40/40Legible commit history — 53 of 53 human commits state their intent (structured subject or explanatory body)
Inputs used
has_llms_txtno
legible_history_share1
agent_instruction_files.cursorrules, .github/copilot-instructions.md, AGENTS.md, CLAUDE.md
agent_instruction_max_bytes4,071
How it's scored
18/18One-command bootstrap — Taskfile.yml, docs/Makefile, fabulous/fabric_files/FABulous_project_template_verilog/Test/Makefile, fabulous/fabric_files/FABulous_project_template_verilog/Test/Taskfile.yml, fabulous/fabric_files/FABulous_project_template_vhdl/Test/Makefile, fabulous/fabric_files/FABulous_project_template_vhdl/Test/Taskfile.yml
22/22Automated tests
11/11Lint / format config — ruff.toml
0/11Static type checking
10/10Reproducible environment — devcontainer, Dockerfile, Nix, lockfile
2/10Demonstrated agent practice — 1 of the last 100 commits agent-authored or agent-credited
8/8Automated maintenance — 45 of the last 100 commits are automated dependency updates
0/10OpenSSF Scorecard: Pinned-Dependencies — dependency not pinned by hash detected -- score normalized to 0
Inputs used
has_nixyes
has_testsyes
lockfilesuv.lock
has_dockerfileyes
typed_languageno
bootstrap_filesTaskfile.yml, docs/Makefile, fabulous/fabric_files/FABulous_project_template_verilog/Test/Makefile, fabulous/fabric_files/FABulous_project_template_verilog/Test/Taskfile.yml, fabulous/fabric_files/FABulous_project_template_vhdl/Test/Makefile, fabulous/fabric_files/FABulous_project_template_vhdl/Test/Taskfile.yml
has_devcontaineryes
has_linter_configyes
typecheck_configs
agent_commit_share0.01
toolchain_manifests
dependency_bot_commit_share0.45
How it's scored
0/45Type-checkable code — Python without a type-check config
54.7/55Manageable file sizes — 1/202 source files over 60KB
Inputs used
primary_languagePython
largest_source_bytes61,766
source_files_sampled202
oversized_source_files1

Key facts

279GitHub stars
16contributors
341commits, last 12 months
0days since last push
10releases
3bus factor
56open issues
PyPIpackage ecosystems

More detail

Star and fork history 279 ★ / 59 ⇿
279Stars
59Forks
9Releases

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.

05010015020025030027957112020-122023-102026-07
Major 2Minor 1Patch 1

Each point covers 6 days.

OpenSSF Scorecard 6.7 / 10
6.7aggregate

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 · 2026-07-21 20:44 UTC

10Binary-Artifactsno binaries found in the repo
8Branch-Protectionbranch protection is not maximal on development and all release branches
10CI-Tests30 out of 30 merged PRs checked by a CI test -- score normalized to 10
0CII-Best-Practicesno effort to earn an OpenSSF best practices badge detected
10Code-Reviewall changesets reviewed
10Contributorsproject has 7 contributing companies or organizations
10Dangerous-Workflowno dangerous workflow patterns detected
10Dependency-Update-Toolupdate tool detected
0Fuzzingproject is not fuzzed
10Licenselicense file detected
10Maintained30 commit(s) and 15 issue activity found in the last 90 days -- score normalized to 10
10Packagingpackaging workflow detected
0Pinned-Dependenciesdependency not pinned by hash detected -- score normalized to 0
0SASTSAST tool is not run on all commits -- score normalized to 0
0Security-Policysecurity policy file not detected
n/aSigned-Releasesno releases found
0Token-Permissionsdetected GitHub workflow tokens with excessive permissions
9Vulnerabilities1 existing vulnerabilities detected
Direct dependencies 21
RegistryPackageVersion constraintManifest
PyPIpython-dotenv>=1.0.0pyproject.toml
PyPIloguru>=0.7.0pyproject.toml
PyPIrequests>=2.0.0pyproject.toml
PyPIcmd2>=4.1.2pyproject.toml
PyPIbitarray>=3.3.0pyproject.toml
PyPIpydantic>=2.12.1pyproject.toml
PyPIpydantic-settings>=2.10.1pyproject.toml
PyPIpackaging>=25.0pyproject.toml
PyPItyper>=0.20.0pyproject.toml
PyPIFABulous-bit-gen>=0.3.1pyproject.toml
PyPIPyYAML>=6.0.0pyproject.toml
PyPIlibrelane>=3.0.0pyproject.toml
PyPIpick>=2.4.0pyproject.toml
PyPIpymoo>=0.6.1.5pyproject.toml
PyPInumpy>=2.5.1pyproject.toml
PyPIdill>=0.4.0pyproject.toml
PyPInetworkx>=3.6.1pyproject.toml
PyPIsdf-timingpyproject.toml
PyPIciel>=2.4.0pyproject.toml
PyPIgo-task-bin>=3.40.0pyproject.toml
PyPIjinja2>=3.1.6pyproject.toml
All dependencies 172

Full resolved dependency set from the GitHub dependency graph: 23 direct and 149 indirect (transitive) packages. The transitive closure is complete when the repository commits a lockfile.

RegistryPackageVersionRelation
PyPIbitarray3.9.0direct
PyPIbitarray3.9.1direct
PyPIciel2.6.1direct
PyPIcmd24.1.2direct
PyPIdill0.4.1direct
PyPIfabulous-bit-gen0.3.1direct
PyPIgo-task-bin3.52.0direct
PyPIjinja23.1.6direct
PyPIlibrelane3.0.5direct
PyPIloguru0.7.3direct
PyPInetworkx3.6.1direct
PyPInumpy2.5.1direct
PyPIpackaging26.2direct
PyPIpick2.6.0direct
PyPIpydantic2.13.4direct
PyPIpydantic-settings2.14.2direct
PyPIpymoo0.6.2direct
PyPIpython-dotenv1.2.2direct
PyPIpyyaml6.0.3direct
PyPIrequests2.34.2direct
PyPIsdf-timing0.0.post136direct
PyPItyper0.26.8direct
PyPItyper0.27.0direct
PyPIabout-time4.2.1indirect
PyPIaccessible-pygments0.0.5indirect
PyPIalabaster1.0.0indirect
PyPIalive-progress3.3.0indirect
PyPIannotated-doc0.0.4indirect
PyPIannotated-types0.7.0indirect
PyPIanyio4.14.1indirect
PyPIarpeggio2.0.3indirect
PyPIastroid4.1.2indirect
PyPIattrs26.1.0indirect
PyPIautograd1.9.1indirect
PyPIbabel2.18.0indirect
PyPIbeautifulsoup44.15.0indirect
PyPIcertifi2026.6.17indirect
PyPIcffi2.1.0indirect
PyPIcfgv3.5.0indirect
PyPIcharset-normalizer3.4.8indirect
PyPIclick8.2.1indirect
PyPIcloup3.1.0indirect
PyPIcma4.4.4indirect
PyPIcocotb2.0.1indirect
PyPIcolorama0.4.6indirect
PyPIcontourpy1.3.3indirect
PyPIcoverage7.15.0indirect
PyPIcycler0.12.1indirect
PyPIdeprecated1.3.1indirect
PyPIdeptry0.25.1indirect
PyPIdistlib0.4.3indirect
PyPIdistro1.9.0indirect
PyPIdocutils0.22.4indirect
PyPIfabulous-docs0.1.0indirect
PyPIfabulous-fasm0.2.0indirect
PyPIfasmindirect
PyPIfilelock3.29.6indirect
PyPIfind-libpython0.5.1indirect
PyPIfonttools4.63.0indirect
PyPIfuro2025.12.19indirect
PyPIgraphemeu0.7.2indirect
PyPIh110.16.0indirect
PyPIhttpcore1.0.9indirect
PyPIhttpx0.28.1indirect
PyPIidentify2.6.19indirect
PyPIidna3.18indirect
PyPIimagesize2.0.0indirect
PyPIiniconfig2.3.0indirect
PyPIinterrogate1.7.0indirect
PyPIjsonpatch1.33indirect
PyPIjsonpointer3.1.1indirect
PyPIkiwisolver1.5.0indirect
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PyPIlangchain-core1.4.8indirect
PyPIlangchain-ollama1.1.0indirect
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PyPIsphinxcontrib-devhelp2.0.0indirect
PyPIsphinxcontrib-htmlhelp2.1.0indirect
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Dependency advisories 1

Installing pypi:FABulous-FPGA@2.1.0 pulls in 83 packages, direct and transitive: 1 carry known advisories, of which 0 are direct dependencies.

PackageVersionRelationSeverityAdvisoriesFixed in
click8.2.2indirecthigh18.3.3

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": [
        "asic",
        "efpga",
        "fpga",
        "python",
        "verilog",
        "vhdl"
      ],
      "is_fork": false,
      "size_kb": 219140,
      "has_wiki": true,
      "homepage": "https://fabulous.readthedocs.io/",
      "languages": {
        "Nix": 31477,
        "Tcl": 2561,
        "VHDL": 100417,
        "Jinja": 1114,
        "Shell": 1122,
        "Python": 2143228,
        "Verilog": 75358,
        "Makefile": 10208,
        "Dockerfile": 3414,
        "Go Template": 377
      },
      "pushed_at": "2026-07-21T20:38:46Z",
      "created_at": "2020-08-25T13:35:06Z",
      "owner_type": "Organization",
      "updated_at": "2026-07-21T13:59:02Z",
      "description": "An easy-to-use, silicon-proven (e)FPGA generator with an integrated CAD toolchain 🏗️",
      "is_archived": false,
      "is_disabled": false,
      "license_spdx": "Apache-2.0",
      "default_branch": "main",
      "license_spdx_raw": "Apache-2.0",
      "primary_language": "Python",
      "significant_languages": [
        "Python"
      ]
    },
    "owner": {
      "blog": "https://www.ziti.uni-heidelberg.de/de/forschung/nct.html",
      "name": null,
      "type": "Organization",
      "login": "FPGA-Research",
      "company": null,
      "location": "Germany",
      "followers": 74,
      "avatar_url": "https://avatars.githubusercontent.com/u/70168891?v=4",
      "created_at": "2020-08-24T18:35:27Z",
      "is_verified": null,
      "public_repos": 34,
      "account_age_days": 2157
    },
    "license": {
      "state": "standard",
      "spdx_id": "Apache-2.0",
      "raw_spdx": "Apache-2.0",
      "file_present": true,
      "scorecard_found": true,
      "profile_has_license": true
    },
    "activity": {
      "releases": [
        {
          "tag": "v2.1.0",
          "kind": "minor",
          "published_at": "2026-07-10T13:25:05Z"
        },
        {
          "tag": "v2.0.0",
          "kind": "major",
          "published_at": "2026-07-01T16:32:10Z"
        },
        {
          "tag": "v2.0.0b5",
          "kind": "other",
          "published_at": "2026-05-13T13:35:47Z"
        },
        {
          "tag": "v2.0.0b4",
          "kind": "other",
          "published_at": "2025-12-01T16:18:08Z"
        },
        {
          "tag": "v2.0.0b3",
          "kind": "other",
          "published_at": "2025-11-20T16:43:33Z"
        },
        {
          "tag": "v2.0.0b2",
          "kind": "other",
          "published_at": "2025-11-07T10:47:09Z"
        },
        {
          "tag": "v2.0.0b1",
          "kind": "other",
          "published_at": "2025-11-05T18:01:04Z"
        },
        {
          "tag": "v1.3.1",
          "kind": "patch",
          "published_at": "2025-10-30T16:31:57Z"
        },
        {
          "tag": "v1.3.0",
          "kind": "minor",
          "published_at": "2025-07-23T12:10:12Z"
        },
        {
          "tag": "v1.0.0",
          "kind": "major",
          "published_at": "2023-02-17T09:12:12Z"
        }
      ],
      "recent_commits": [
        {
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          "body": "… 5 updates (#923)\n\n* chore(deps): bump the minor-and-patch group across 2 directories with 5 updates\n\nBumps the minor-and-patch group with 4 updates in the / directory: [bitarray](https://github.com/ilanschnell/bitarray), [librelane](https://github.com/librelane/librelane), [ciel](https://github.co\n[…]\n----\n\nSigned-off-by: dependabot[bot] <support@github.com>\nCo-authored-by: dependabot[bot] <49699333+dependabot[bot]@users.noreply.github.com>\nCo-authored-by: Kelvin Chung <king.chung@manchester.ac.uk>",
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          "body": "…ands (#889)\n\nIntroduce the cmd2 CommandSet scaffolding (command_set_base.py, holding the\nshared category names, package constants, and the typed ReplCommandSet base)\nand move the first commands off the monolithic shell class into CommandSets:\nprint_bel/print_tile (HelperCommandSet) and run_tcl (Scr\n[…]\n (previously disabled and never re-enabled).\nrun_script stays on the class (cmd2 builtin override).\n\nstack-info: PR: https://github.com/FPGA-Research/FABulous/pull/889, branch: KelvinChung2000/stack/3",
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          "headline": "refactor(repl): add CommandSet infra and migrate helper + script comm…",
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          "body": "Rename the interactive shell object CLI->REPL across identifiers, module\npaths, tests and docs, with no behaviour or structural change:\nfabulous_cli -> fabulous_repl, FABulous_CLI -> FABulousREPL,\ntests/cli_test -> tests/repl_test, generate_cli_docs -> generate_repl_docs,\nCommandPipeline.cli_instanc\n[…]\nc shell class as typed-argparse\nhandlers; the CommandSet restructure follows in subsequent commits.\n\nstack-info: PR: https://github.com/FPGA-Research/FABulous/pull/888, branch: KelvinChung2000/stack/2",
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          "headline": "refactor(repl): rename the interactive shell from CLI to REPL (#888)",
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          "body": "* feat: librelane plugin\n\n* chore: claude audit\n\n* chore: review comment\n\n* chore: more refactor\n\n* chore: stronger doc lang\n\n* fix: drop stale bootstrap-CSV assertions in plugin flow tests\n\nThe SwitchMatrix refactor reads a .list matrix directly into the model\nwithout a bootstrap-CSV round trip, so the plugin no longer emits\n<tile>_switch_matrix.csv. Remove the stale existence assertions.",
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          "headline": "feat: export as librelane plugin (#695)",
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          "body": "…929)\n\n* feat: add BEL timing (bel.v3.txt) and placement_estimate.txt generation\n\ngenNextpnrModel now emits bel.v3.txt (bel.v2.txt plus per-arc Delay/SetupHold/\nClkToOut/Clock timing lines gated on cell params and port connectivity) and\nplacement_estimate.txt (precomputed values for nextpnr's placement\nheuristic), alongside the existing pip/bel outputs.\n\nAdd tests and document everything in the nextpnr models page.\n\n* chore: rename genRoutingModel to gen_routing_model",
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          "headline": "Add  BEL timing (bel.v3.txt) and placement_estimate.txt generation (#…",
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          "headline": "feat: automatic top-bottom border config (#931)",
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          "committed_at": "2026-07-16T09:44:14Z",
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          "body": "…ding the config files on every step (#926)\n\n* feat(fabric-definition): read-once canonical SwitchMatrix held by tiles\n\nTile and SuperTile now hold an immutable SwitchMatrix, built once at parse\ntime in canonical port/BEL order (reproducing the old bootstrap-CSV result\nwithout the round trip). Honor\n[…]\n_tile in\nparse_csv (validate_super_tile_matrix and parseSupertilesCSV), gen_npnr_model,\nand gen_bitstream_spec. Pure identifier rename; superTileDic/superTileEnable/\nsuperTilesData are left untouched.",
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          "headline": "refactor: make SwitchMatrix class a consistent state and avoid re-rea…",
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          "oid": "f017f82ae7c562a2a62c47ea677de44befab164d",
          "body": "* ci: make all-clean a needs: fan-in instead of a polling job\n\nall-clean was the single required check on main, implemented as a\nposeidon/wait-for-status-checks poller. A polling job holds a runner slot\nfor its entire wait (observed: 27-36 min per PR, bounded at 3600s), and the\norg is on GitHub Free\n[…]\n itself.\n\nPer-PR job count drops from 36 to ~23, all under one cancel-in-progress\nconcurrency group (never cancelling merge_group runs, which would evict the\nPR from the queue).\n\n* chore: review audit",
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          "headline": "ci: make all-clean a needs: fan-in instead of a polling job (#925)",
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          "body": "Bump cmd2 to >=4 for the annotated command API. cmd2 4.0.0 is now\npublished on PyPI, so no git source pin is required. cmd2 4.0 pulls in\nrich>=15, which ciel caps at rich<15, so add the project-local uv\noverride-dependencies for both the root and docs projects.\n\nstack-info: PR: https://github.com/FPGA-Research/FABulous/pull/887, branch: KelvinChung2000/stack/1",
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          "headline": "build: adopt cmd2 4.0 from PyPI (#887)",
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          "body": "…(#922)\n\nBumps the major group with 1 update in the / directory: [actions/checkout](https://github.com/actions/checkout).\nBumps the major group with 1 update in the /.github/workflows directory: [actions/checkout](https://github.com/actions/checkout).\n\n\nUpdates `actions/checkout` from 6 to 7\n- [Rele\n[…]\ntype: version-update:semver-major\n  dependency-group: major\n...\n\nSigned-off-by: dependabot[bot] <support@github.com>\nCo-authored-by: dependabot[bot] <49699333+dependabot[bot]@users.noreply.github.com>",
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          "body": "Bumps [uv2nix](https://github.com/pyproject-nix/uv2nix) from `288b0a5` to `83995ef`.\n- [Commits](https://github.com/pyproject-nix/uv2nix/compare/288b0a580ede39d3d7f96e3d835f9df0a7080223...83995ef5e4ece3c9c704aa645bbff439e15a0ac3)\n\n---\nupdated-dependencies:\n- dependency-name: uv2nix\n  dependency-vers\n[…]\n04aa645bbff439e15a0ac3\n  dependency-type: direct:production\n...\n\nSigned-off-by: dependabot[bot] <support@github.com>\nCo-authored-by: dependabot[bot] <49699333+dependabot[bot]@users.noreply.github.com>",
          "is_bot": true,
          "headline": "chore(deps): bump uv2nix from `288b0a5` to `83995ef` (#921)",
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          "body": "Bumps [nextpnr-src](https://github.com/YosysHQ/nextpnr) from `2b560ad` to `4c72cee`.\n- [Release notes](https://github.com/YosysHQ/nextpnr/releases)\n- [Commits](https://github.com/YosysHQ/nextpnr/compare/2b560ad0ccc6e7e93ad8bd6cb0f88f925bbb314b...4c72cee9eea31f7222d5c8e6a0fa4490b4bb0c19)\n\n---\nupdated\n[…]\nd5c8e6a0fa4490b4bb0c19\n  dependency-type: direct:production\n...\n\nSigned-off-by: dependabot[bot] <support@github.com>\nCo-authored-by: dependabot[bot] <49699333+dependabot[bot]@users.noreply.github.com>",
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          "headline": "chore(deps): bump nextpnr-src from `2b560ad` to `4c72cee` (#920)",
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          "body": "Bumps [https://github.com/astral-sh/ruff-pre-commit](https://github.com/astral-sh/ruff-pre-commit) from v0.15.20 to 0.15.21.\n- [Release notes](https://github.com/astral-sh/ruff-pre-commit/releases)\n- [Commits](https://github.com/astral-sh/ruff-pre-commit/compare/v0.15.20...v0.15.21)\n\n---\nupdated-dep\n[…]\ndency-version: 0.15.21\n  dependency-type: direct:production\n...\n\nSigned-off-by: dependabot[bot] <support@github.com>\nCo-authored-by: dependabot[bot] <49699333+dependabot[bot]@users.noreply.github.com>",
          "is_bot": true,
          "headline": "chore(deps): bump https://github.com/astral-sh/ruff-pre-commit (#919)",
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          "body": "* chore(main): release 2.1.0\n\n* chore: update AUTHORS.md\n\n---------\n\nCo-authored-by: release-please-bot-for-fabulous[bot] <230175112+release-please-bot-for-fabulous[bot]@users.noreply.github.com>\nCo-authored-by: github-actions[bot] <41898282+github-actions[bot]@users.noreply.github.com>",
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          "headline": "chore(main): release 2.1.0 (#899)",
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          "headline": "chore: remove docs on install incompat (#916)",
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          "body": "* chore: PCF docs\n\n* docs(pcf): address review comments (title, intro, bel.v2.txt)\n\n* docs(pcf): correct InPass/OutPass addressing and flag stale template.pcf\n\n* docs(pcf): drop template.pcf guidance (no longer usable; new template in later PR)\n\n* chore: more clean up\n\n* chore: more clean up",
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          "headline": "chore: PCF docs (#885)",
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          "headline": "chore: fix oss-cad-suite version (#915)",
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          "headline": "chore: add docs on wanning yosys version (#914)",
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          "body": "* chore: extend testing for nix-env as well\n\n* chore: speed up\n\n* chore: only run it nightly",
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          "headline": "chore: speed up and extend CI (#852)",
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          "body": "* docs: add guide for emulating a fabric on a commercial FPGA\n\nDocument the runtime-reconfigurable emulation flow (fabric synthesized\nonce onto a host FPGA, user designs streamed over UART with board.py),\nbased on the FABulous_fabric_demo. Distinguish it from the existing\nhardwired-bitstream emulati\n[…]\n-by: Marcel Jung <132259776+IAmMarcelJung@users.noreply.github.com>\n\n* chore: apply again\n\n* chore: add again\n\n---------\n\nCo-authored-by: Marcel Jung <132259776+IAmMarcelJung@users.noreply.github.com>",
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          "headline": "docs: add guide for emulating a fabric on a commercial FPGA (#900)",
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          "body": "… 4 updates (#907)\n\n* chore(deps): bump the minor-and-patch group across 2 directories with 4 updates\n\nBumps the minor-and-patch group with 3 updates in the / directory: [fabulous-bit-gen](https://github.com/FPGA-Research/FABulous-bit-gen), [numpy](https://github.com/numpy/numpy) and [go-task-bin](h\n[…]\n----\n\nSigned-off-by: dependabot[bot] <support@github.com>\nCo-authored-by: dependabot[bot] <49699333+dependabot[bot]@users.noreply.github.com>\nCo-authored-by: Kelvin Chung <king.chung@manchester.ac.uk>",
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          "body": "* feat(tools): add Yosys, OpenSTA and GHDL subprocess wrappers\n\nAdd the Tool base class (single subprocess entry point + Jinja template\nrendering) and the GHDL, Yosys and OpenSTA wrappers, with the yosys_synth\nand opensta_sdf script templates. Adds jinja2 as a dependency.\n\nDecoupled extraction: the \n[…]\ncrete\nYosysTool/GhdlTool/OpenStaTool could still be constructed. Override __new__ on\nthe Tool base to raise TypeError, naming the offending subclass, so every\nwrapper rejects instantiation at runtime.",
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          "headline": "chore: update the deprecated names used for the SKY130 specific PDN c…",
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          "body": "Updates the requirements on [setuptools](https://github.com/pypa/setuptools) to permit the latest version.\n- [Release notes](https://github.com/pypa/setuptools/releases)\n- [Changelog](https://github.com/pypa/setuptools/blob/main/NEWS.rst)\n- [Commits](https://github.com/pypa/setuptools/compare/v64.0.\n[…]\ndency-version: 83.0.0\n  dependency-type: direct:development\n...\n\nSigned-off-by: dependabot[bot] <support@github.com>\nCo-authored-by: dependabot[bot] <49699333+dependabot[bot]@users.noreply.github.com>",
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          "body": "Bumps [yosys-src](https://github.com/YosysHQ/yosys) from `b4c7a9b` to `b285b72`.\n- [Release notes](https://github.com/YosysHQ/yosys/releases)\n- [Commits](https://github.com/YosysHQ/yosys/compare/b4c7a9b40a9c8a1f2031a6090b988a559565c69a...b285b72e360260be4abc8990f9c46b25b8b66b40)\n\n---\nupdated-depende\n[…]\nbc8990f9c46b25b8b66b40\n  dependency-type: direct:production\n...\n\nSigned-off-by: dependabot[bot] <support@github.com>\nCo-authored-by: dependabot[bot] <49699333+dependabot[bot]@users.noreply.github.com>",
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          "body": "Bumps [uv2nix](https://github.com/pyproject-nix/uv2nix) from `920fc6d` to `288b0a5`.\n- [Commits](https://github.com/pyproject-nix/uv2nix/compare/920fc6dfaf9f10ec56de93b184055e1a9f380d5e...288b0a580ede39d3d7f96e3d835f9df0a7080223)\n\n---\nupdated-dependencies:\n- dependency-name: uv2nix\n  dependency-vers\n[…]\nf96e3d835f9df0a7080223\n  dependency-type: direct:production\n...\n\nSigned-off-by: dependabot[bot] <support@github.com>\nCo-authored-by: dependabot[bot] <49699333+dependabot[bot]@users.noreply.github.com>",
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          "headline": "chore(deps): bump uv2nix from `920fc6d` to `288b0a5` (#904)",
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          "body": "Bumps [https://github.com/verilator/verilator](https://github.com/verilator/verilator) from v5.048 to 5.050.\n- [Changelog](https://github.com/verilator/verilator/blob/master/Changes)\n- [Commits](https://github.com/verilator/verilator/compare/v5.048...v5.050)\n\n---\nupdated-dependencies:\n- dependency-n\n[…]\ndency-version: '5.050'\n  dependency-type: direct:production\n...\n\nSigned-off-by: dependabot[bot] <support@github.com>\nCo-authored-by: dependabot[bot] <49699333+dependabot[bot]@users.noreply.github.com>",
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          "headline": "chore(deps): bump https://github.com/verilator/verilator (#905)",
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          "is_bot": false,
          "headline": "fix(ci): stop tagging rolling major minor refs on release (#898)",
          "author_name": "Jonas K.",
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          "body": "* chore(main): release 2.0.0\n\n* chore: update AUTHORS.md\n\n---------\n\nCo-authored-by: release-please-bot-for-fabulous[bot] <230175112+release-please-bot-for-fabulous[bot]@users.noreply.github.com>\nCo-authored-by: github-actions[bot] <41898282+github-actions[bot]@users.noreply.github.com>",
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          "headline": "chore(main): release 2.0.0 (#510)",
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          "headline": "chore: release v2.0.0 (#882)",
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          "body": "* chore: last is digit check\n\n* chore: better error message",
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          "headline": "chore: better error message with switch matrix construction (#865)",
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          "headline": "fix: fix doc tags (#883)",
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          "body": "…structs (#836)\n\nAdd the CellSpec/StdCellLibrary model (cell_spec.py), the SwitchMatrix\nconstruct (switch_matrix.py) plus the Tile.switch_matrix accessor and the\ngenerateDelayInSwitchMatrix fabric field. Ships the std_cell_library.yaml\ntemplate and its JSON schema, with unit tests.\n\nPurely additive: no existing code path consumes these yet.",
          "is_bot": false,
          "headline": "feat(fabric-definition): add standard-cell spec and switch-matrix con…",
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          "headline": "fix: fix generic sm gen (#850)",
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          "body": "* feat: add supertile BEL support with SJUMP wire routing\n\nImplement the SJUMP/supertile-BEL stack: a BEL can live in a supertile's master\ntile and be fed by all of its child tiles, with operands and results routed as\nSJUMP wires through a dedicated supertile switch matrix.\n\nData model\n- Add Directi\n[…]\nRedraw the SuperTILE_functionality figure for these two approaches and add the\neditable draw.io source (figs/SuperTILE_functionality.drawio) alongside the\nexported PNG.\n\n* chore: apply review comments",
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          "headline": "feat: add support for switchmatrix and bels in supertile wrapper (#854)",
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          "headline": "fix: fix broken 2+ wide super tile (#878)",
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          "headline": "feat: allow to include out of tree bel path (#877)",
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          "body": "… 10 updates (#872)\n\n* chore(deps): bump the minor-and-patch group across 2 directories with 10 updates\n\nBumps the minor-and-patch group with 9 updates in the / directory:\n\n| Package | From | To |\n| --- | --- | --- |\n| [bitarray](https://github.com/ilanschnell/bitarray) | `3.8.1` | `3.8.2` |\n| [pyda\n[…]\n-----\n\nSigned-off-by: dependabot[bot] <support@github.com>\nCo-authored-by: dependabot[bot] <49699333+dependabot[bot]@users.noreply.github.com>\nCo-authored-by: Kelvin Chung <kinglokchung2000@gmail.com>",
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          "headline": "chore(deps): bump the major group across 4 directories with 3 updates…",
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          "body": "… updates (#867)\n\n* chore(deps): bump the minor-and-patch group across 1 directory with 2 updates\n\nBumps the minor-and-patch group with 2 updates in the / directory: [https://github.com/astral-sh/uv-pre-commit](https://github.com/astral-sh/uv-pre-commit) and [https://github.com/jsh9/pydoclint](https\n[…]\n----\n\nSigned-off-by: dependabot[bot] <support@github.com>\nCo-authored-by: dependabot[bot] <49699333+dependabot[bot]@users.noreply.github.com>\nCo-authored-by: Kelvin Chung <king.chung@manchester.ac.uk>",
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          "headline": "chore(deps): bump the minor-and-patch group across 1 directory with 2…",
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          "body": "Bumps [uv2nix](https://github.com/pyproject-nix/uv2nix) from `8a41370` to `920fc6d`.\n- [Commits](https://github.com/pyproject-nix/uv2nix/compare/8a41370bc4d5ab40d29ab405f22320957e47c8a2...920fc6dfaf9f10ec56de93b184055e1a9f380d5e)\n\n---\nupdated-dependencies:\n- dependency-name: uv2nix\n  dependency-vers\n[…]\nde93b184055e1a9f380d5e\n  dependency-type: direct:production\n...\n\nSigned-off-by: dependabot[bot] <support@github.com>\nCo-authored-by: dependabot[bot] <49699333+dependabot[bot]@users.noreply.github.com>",
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          "headline": "chore(deps): bump uv2nix from `8a41370` to `920fc6d` (#868)",
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          "body": "* chore(deps): bump librelane from `0f39aab` to `da16e8d`\n\nBumps [librelane](https://github.com/librelane/librelane) from `0f39aab` to `da16e8d`.\n- [Release notes](https://github.com/librelane/librelane/releases)\n- [Commits](https://github.com/librelane/librelane/compare/0f39aab99009d4a81ee3f863f0da\n[…]\n----\n\nSigned-off-by: dependabot[bot] <support@github.com>\nCo-authored-by: dependabot[bot] <49699333+dependabot[bot]@users.noreply.github.com>\nCo-authored-by: Kelvin Chung <king.chung@manchester.ac.uk>",
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          "headline": "chore(deps): bump librelane from `0f39aab` to `da16e8d` (#866)",
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          "headline": "fix: typo in fabulous_cli error error message (#874)",
          "author_name": "Marcel Jung",
          "author_login": "IAmMarcelJung",
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        {
          "oid": "a7834ad3a5b27413df50c0f4a8363506eeaf8992",
          "body": "Bumps [https://github.com/astral-sh/ruff-pre-commit](https://github.com/astral-sh/ruff-pre-commit) from v0.15.18 to 0.15.20.\n- [Release notes](https://github.com/astral-sh/ruff-pre-commit/releases)\n- [Commits](https://github.com/astral-sh/ruff-pre-commit/compare/v0.15.18...v0.15.20)\n\n---\nupdated-dep\n[…]\ndency-version: 0.15.20\n  dependency-type: direct:production\n...\n\nSigned-off-by: dependabot[bot] <support@github.com>\nCo-authored-by: dependabot[bot] <49699333+dependabot[bot]@users.noreply.github.com>",
          "is_bot": true,
          "headline": "chore(deps): bump https://github.com/astral-sh/ruff-pre-commit (#869)",
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          "author_login": "dependabot[bot]",
          "committed_at": "2026-06-29T08:18:26Z",
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        {
          "oid": "d91d5f36f41b5b174a86ddb04455299c9b2a61c2",
          "body": "… (#858)\n\nBumps [pyproject-build-systems](https://github.com/pyproject-nix/build-system-pkgs) from `7bff980` to `430680a`.\n- [Commits](https://github.com/pyproject-nix/build-system-pkgs/compare/7bff980f37fc24e09dbc986643719900c139bf12...430680a19bc85a3bda55f12e4cc1a1aadcf2e478)\n\n---\nupdated-dependen\n[…]\n55f12e4cc1a1aadcf2e478\n  dependency-type: direct:production\n...\n\nSigned-off-by: dependabot[bot] <support@github.com>\nCo-authored-by: dependabot[bot] <49699333+dependabot[bot]@users.noreply.github.com>",
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          "headline": "chore(deps): bump pyproject-build-systems from `7bff980` to `430680a`…",
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          "committed_at": "2026-06-22T12:57:11Z",
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          "oid": "27b815383e3a5946c7eb590745d67b1dd65cf666",
          "body": "Bumps [nextpnr-src](https://github.com/YosysHQ/nextpnr) from `2dfdba6` to `2b560ad`.\n- [Release notes](https://github.com/YosysHQ/nextpnr/releases)\n- [Commits](https://github.com/YosysHQ/nextpnr/compare/2dfdba6efc7559ad44ba4f1842af8c629596ea4a...2b560ad0ccc6e7e93ad8bd6cb0f88f925bbb314b)\n\n---\nupdated\n[…]\nd8bd6cb0f88f925bbb314b\n  dependency-type: direct:production\n...\n\nSigned-off-by: dependabot[bot] <support@github.com>\nCo-authored-by: dependabot[bot] <49699333+dependabot[bot]@users.noreply.github.com>",
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          "headline": "chore(deps): bump nextpnr-src from `2dfdba6` to `2b560ad` (#857)",
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          "body": "Bumps [https://github.com/astral-sh/ruff-pre-commit](https://github.com/astral-sh/ruff-pre-commit) from v0.15.17 to 0.15.18.\n- [Release notes](https://github.com/astral-sh/ruff-pre-commit/releases)\n- [Commits](https://github.com/astral-sh/ruff-pre-commit/compare/v0.15.17...v0.15.18)\n\n---\nupdated-dep\n[…]\ndency-version: 0.15.18\n  dependency-type: direct:production\n...\n\nSigned-off-by: dependabot[bot] <support@github.com>\nCo-authored-by: dependabot[bot] <49699333+dependabot[bot]@users.noreply.github.com>",
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          "headline": "chore(deps): bump https://github.com/astral-sh/ruff-pre-commit (#856)",
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          "oid": "316d5098d1e07308422f47c5ade8d9a1634de2d2",
          "body": "Bumps the minor-and-patch group with 2 updates: [https://github.com/astral-sh/uv-pre-commit](https://github.com/astral-sh/uv-pre-commit) and [https://github.com/jsh9/pydoclint](https://github.com/jsh9/pydoclint).\n\n\nUpdates `https://github.com/astral-sh/uv-pre-commit` from 0.11.21 to 0.11.23\n- [Relea\n[…]\nion-update:semver-patch\n  dependency-group: minor-and-patch\n...\n\nSigned-off-by: dependabot[bot] <support@github.com>\nCo-authored-by: dependabot[bot] <49699333+dependabot[bot]@users.noreply.github.com>",
          "is_bot": true,
          "headline": "chore(deps): bump the minor-and-patch group with 2 updates (#855)",
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          "oid": "8c5fcc23d2ff774a91a7508eba87a58bee232a1f",
          "body": "* chore: update agents.md\n\n* chore: update",
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          "headline": "chore: update agents.md (#841)",
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          "oid": "913e2d04ebbb58248b799afcaa1187884c67ff62",
          "body": "Updates the requirements on [pytest-mock](https://github.com/pytest-dev/pytest-mock) to permit the latest version.\n- [Release notes](https://github.com/pytest-dev/pytest-mock/releases)\n- [Changelog](https://github.com/pytest-dev/pytest-mock/blob/main/CHANGELOG.rst)\n- [Commits](https://github.com/pyt\n[…]\ndency-version: 3.15.1\n  dependency-type: direct:development\n...\n\nSigned-off-by: dependabot[bot] <support@github.com>\nCo-authored-by: dependabot[bot] <49699333+dependabot[bot]@users.noreply.github.com>",
          "is_bot": true,
          "headline": "chore(deps-dev): update pytest-mock requirement in /docs (#849)",
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          "body": "Bumps [nextpnr-src](https://github.com/YosysHQ/nextpnr) from `3a3b273` to `2dfdba6`.\n- [Release notes](https://github.com/YosysHQ/nextpnr/releases)\n- [Commits](https://github.com/YosysHQ/nextpnr/compare/3a3b273f06ec8870731b0387ce201d469b369439...2dfdba6efc7559ad44ba4f1842af8c629596ea4a)\n\n---\nupdated\n[…]\nba4f1842af8c629596ea4a\n  dependency-type: direct:production\n...\n\nSigned-off-by: dependabot[bot] <support@github.com>\nCo-authored-by: dependabot[bot] <49699333+dependabot[bot]@users.noreply.github.com>",
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          "headline": "chore(deps): bump nextpnr-src from `3a3b273` to `2dfdba6` (#847)",
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          "body": "Bumps [uv2nix](https://github.com/pyproject-nix/uv2nix) from `0497cce` to `8a41370`.\n- [Commits](https://github.com/pyproject-nix/uv2nix/compare/0497ccef038da091002be7c05263a7f27820974f...8a41370bc4d5ab40d29ab405f22320957e47c8a2)\n\n---\nupdated-dependencies:\n- dependency-name: uv2nix\n  dependency-vers\n[…]\n9ab405f22320957e47c8a2\n  dependency-type: direct:production\n...\n\nSigned-off-by: dependabot[bot] <support@github.com>\nCo-authored-by: dependabot[bot] <49699333+dependabot[bot]@users.noreply.github.com>",
          "is_bot": true,
          "headline": "chore(deps): bump uv2nix from `0497cce` to `8a41370` (#845)",
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          "body": "* fix: correct child-tile indices in generateFabric wiring loops\n\nThe four directional neighbour-connection guards and the UserCLK boundary\ncheck all used anchor-relative indices (y+1, y-1, x-1, x+1) instead of\nchild-relative ones.  Inside the `for i, j in tileLocationOffset` loop\nthe active child t\n[…]\nithout this fix the generated io_pin_order YAML is missing\nFrameStrobe/FrameData entries, which causes the OpenROAD GDS flow to\nfail when it tries to place those ports.\n\n* chore: apply review comments",
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          "headline": "fix: supertiles at border rows (#840)",
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          "body": "Bumps [https://github.com/astral-sh/ruff-pre-commit](https://github.com/astral-sh/ruff-pre-commit) from v0.15.16 to 0.15.17.\n- [Release notes](https://github.com/astral-sh/ruff-pre-commit/releases)\n- [Commits](https://github.com/astral-sh/ruff-pre-commit/compare/v0.15.16...v0.15.17)\n\n---\nupdated-dep\n[…]\ndency-version: 0.15.17\n  dependency-type: direct:production\n...\n\nSigned-off-by: dependabot[bot] <support@github.com>\nCo-authored-by: dependabot[bot] <49699333+dependabot[bot]@users.noreply.github.com>",
          "is_bot": true,
          "headline": "chore(deps): bump https://github.com/astral-sh/ruff-pre-commit (#846)",
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          "body": "Bumps the minor-and-patch group with 1 update: [https://github.com/astral-sh/uv-pre-commit](https://github.com/astral-sh/uv-pre-commit).\n\n\nUpdates `https://github.com/astral-sh/uv-pre-commit` from 0.11.19 to 0.11.21\n- [Release notes](https://github.com/astral-sh/uv-pre-commit/releases)\n- [Commits](h\n[…]\nion-update:semver-patch\n  dependency-group: minor-and-patch\n...\n\nSigned-off-by: dependabot[bot] <support@github.com>\nCo-authored-by: dependabot[bot] <49699333+dependabot[bot]@users.noreply.github.com>",
          "is_bot": true,
          "headline": "chore(deps): bump https://github.com/astral-sh/uv-pre-commit (#844)",
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          "headline": "fix: Make/Taskfile does not uptate fabric files in build folder (#839)",
          "author_name": "Jonas K.",
          "author_login": "EverythingElseWasAlreadyTaken",
          "committed_at": "2026-06-11T16:13:38Z",
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          "oid": "b6b7214c72fef0ad20d8905e60745424302779d1",
          "body": "* chore: rename cmd to shorter\n\n* Apply suggestions from code review\n\nCo-authored-by: Marcel Jung <132259776+IAmMarcelJung@users.noreply.github.com>\n\n---------\n\nCo-authored-by: Marcel Jung <132259776+IAmMarcelJung@users.noreply.github.com>",
          "is_bot": false,
          "headline": "chore: rename run_FABulous_fabric to run_fab (#814)",
          "author_name": "Kelvin Chung",
          "author_login": "KelvinChung2000",
          "committed_at": "2026-06-11T12:22:48Z",
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        {
          "oid": "5812ae0b0907025b3fc0bd51bb239efd722df9a4",
          "body": "* chore: gl-testing\n\n* chore: gl rework\n\n* chore: up to getting x prop fail\n\n* chore: pre-commit\n\n* chore: gl simulation\n\n* chore: clean up and simplify\n\n* chore: more clean up\n\n* chore: review comment\n\n* chore: take the figure out\n\n* chore: more doc update\n\n* chore: pre commit\n\n* feat: make it only clear real x's\n\n* chore: better error message\n\n* WIP: fixing GL for all PDK\n\n* chore: fix and simplify docs\n\n* chore: pre commit\n\n* chore: more clean up\n\n* chore: review comment",
          "is_bot": false,
          "headline": "feat: Add gate level simulation (#806)",
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          "committed_at": "2026-06-10T15:58:06Z",
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        {
          "oid": "efbbf98331727d00f389a2f37591bbccd152548f",
          "body": "* feat: gds flow for VHDL\n\n* chore: pre-commit",
          "is_bot": false,
          "headline": "feat: gds flow for VHDL (#789)",
          "author_name": "Kelvin Chung",
          "author_login": "KelvinChung2000",
          "committed_at": "2026-06-10T14:09:31Z",
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          "oid": "39c36d4049134b3a22cac879b1855bd0c22020f0",
          "body": "* fix: yosys nix fix\n\n* chore: update workflow to wait for task complete\n\n* Revert \"chore: update workflow to wait for task complete\"\n\nThis reverts commit b856c72d24329553eedfcdfc8509b1b225038b11.\n\n* chore: all-clean check",
          "is_bot": false,
          "headline": "fix: fix yosys nix and dependency workflow (#831)",
          "author_name": "Kelvin Chung",
          "author_login": "KelvinChung2000",
          "committed_at": "2026-06-09T10:23:27Z",
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          "oid": "20d9df69e6e1b1549ce3c934c77c513737a9dfa8",
          "body": "* chore(deps): bump the minor-and-patch group with 2 updates\n\nBumps the minor-and-patch group with 2 updates: [https://github.com/astral-sh/uv-pre-commit](https://github.com/astral-sh/uv-pre-commit) and [https://github.com/jsh9/pydoclint](https://github.com/jsh9/pydoclint).\n\n\nUpdates `https://github\n[…]\n----\n\nSigned-off-by: dependabot[bot] <support@github.com>\nCo-authored-by: dependabot[bot] <49699333+dependabot[bot]@users.noreply.github.com>\nCo-authored-by: Kelvin Chung <king.chung@manchester.ac.uk>",
          "is_bot": true,
          "headline": "chore(deps): bump pre-commit with fixes (#828)",
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          "author_login": "dependabot[bot]",
          "committed_at": "2026-06-08T13:26:05Z",
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        {
          "oid": "e8909a131b62df23178890dd0159df8eb0a4ffcc",
          "body": null,
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          "headline": "chore: less frequent docker build (#815)",
          "author_name": "Kelvin Chung",
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          "committed_at": "2026-06-08T11:52:19Z",
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          "oid": "b6c4b76c9108052d39ea5a4b218cf3459bb46090",
          "body": "* feat: unify install commands under `fabulous install` subgroup\n\nConsolidate the three separate install commands (install-oss-cad-suite,\ninstall-fabulator, install-nix) into a single `install` typer subgroup\nso they are invoked as `fabulous install oss-cad-suite`, etc.\n\n* chore: pre-commit\n\n* chore: update test",
          "is_bot": false,
          "headline": "feat: unify install commands under `fabulous install` subgroup (#821)",
          "author_name": "Kelvin Chung",
          "author_login": "KelvinChung2000",
          "committed_at": "2026-06-08T11:51:12Z",
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        {
          "oid": "970ace99b31bbaa9b1eb9f394bda684ad8da3a0b",
          "body": "Bumps [https://github.com/astral-sh/ruff-pre-commit](https://github.com/astral-sh/ruff-pre-commit) from v0.15.15 to 0.15.16.\n- [Release notes](https://github.com/astral-sh/ruff-pre-commit/releases)\n- [Commits](https://github.com/astral-sh/ruff-pre-commit/compare/v0.15.15...v0.15.16)\n\n---\nupdated-dep\n[…]\ndency-version: 0.15.16\n  dependency-type: direct:production\n...\n\nSigned-off-by: dependabot[bot] <support@github.com>\nCo-authored-by: dependabot[bot] <49699333+dependabot[bot]@users.noreply.github.com>",
          "is_bot": true,
          "headline": "chore(deps): bump https://github.com/astral-sh/ruff-pre-commit (#829)",
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          "committed_at": "2026-06-08T08:22:17Z",
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        {
          "oid": "0317b441a3c69b59c7c986eff5be7a62da62faaf",
          "body": "Bumps [yosys-src](https://github.com/YosysHQ/yosys) from `8125af8` to `948c3d6`.\n- [Release notes](https://github.com/YosysHQ/yosys/releases)\n- [Commits](https://github.com/YosysHQ/yosys/compare/8125af88d61c61dc47c23537abb32e87bd1206e8...948c3d63943ad3ee73a17694f77acaf38624ebc4)\n\n---\nupdated-depende\n[…]\na17694f77acaf38624ebc4\n  dependency-type: direct:production\n...\n\nSigned-off-by: dependabot[bot] <support@github.com>\nCo-authored-by: dependabot[bot] <49699333+dependabot[bot]@users.noreply.github.com>",
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          "headline": "chore(deps): bump yosys-src from `8125af8` to `948c3d6` (#827)",
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          "committed_at": "2026-06-08T08:21:29Z",
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        {
          "oid": "a86df1e8885e2c0b95d75b3120f7740580c546e3",
          "body": "Bumps [librelane](https://github.com/librelane/librelane) from `30be8a3` to `0f39aab`.\n- [Release notes](https://github.com/librelane/librelane/releases)\n- [Commits](https://github.com/librelane/librelane/compare/30be8a38077d9bd8ad2a75041d458810a2285845...0f39aab99009d4a81ee3f863f0da9ca2f0b43a99)\n\n-\n[…]\ne3f863f0da9ca2f0b43a99\n  dependency-type: direct:production\n...\n\nSigned-off-by: dependabot[bot] <support@github.com>\nCo-authored-by: dependabot[bot] <49699333+dependabot[bot]@users.noreply.github.com>",
          "is_bot": true,
          "headline": "chore(deps): bump librelane from `30be8a3` to `0f39aab` (#826)",
          "author_name": "dependabot[bot]",
          "author_login": "dependabot[bot]",
          "committed_at": "2026-06-08T08:20:01Z",
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        {
          "oid": "bfa8b3bb7b05ce270da8737fe2f3474b41cae049",
          "body": "Bumps [uv2nix](https://github.com/pyproject-nix/uv2nix) from `fdf2a76` to `0497cce`.\n- [Commits](https://github.com/pyproject-nix/uv2nix/compare/fdf2a76275d7a9c27deb5d2f2ab33526ac9052ff...0497ccef038da091002be7c05263a7f27820974f)\n\n---\nupdated-dependencies:\n- dependency-name: uv2nix\n  dependency-vers\n[…]\nbe7c05263a7f27820974f'\n  dependency-type: direct:production\n...\n\nSigned-off-by: dependabot[bot] <support@github.com>\nCo-authored-by: dependabot[bot] <49699333+dependabot[bot]@users.noreply.github.com>",
          "is_bot": true,
          "headline": "chore(deps): bump uv2nix from `fdf2a76` to `0497cce` (#825)",
          "author_name": "dependabot[bot]",
          "author_login": "dependabot[bot]",
          "committed_at": "2026-06-08T08:19:55Z",
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        {
          "oid": "53fad7c398c976951ade488d0fbdcb3e5a3c5199",
          "body": "Bumps [yosys-src](https://github.com/YosysHQ/yosys) from `7d3819c` to `8125af8`.\n- [Release notes](https://github.com/YosysHQ/yosys/releases)\n- [Commits](https://github.com/YosysHQ/yosys/compare/7d3819c6bb125bc8411572fb00e65c955e0decff...8125af88d61c61dc47c23537abb32e87bd1206e8)\n\n---\nupdated-depende\n[…]\nc23537abb32e87bd1206e8\n  dependency-type: direct:production\n...\n\nSigned-off-by: dependabot[bot] <support@github.com>\nCo-authored-by: dependabot[bot] <49699333+dependabot[bot]@users.noreply.github.com>",
          "is_bot": true,
          "headline": "chore(deps): bump yosys-src from `7d3819c` to `8125af8` (#820)",
          "author_name": "dependabot[bot]",
          "author_login": "dependabot[bot]",
          "committed_at": "2026-06-02T16:48:13Z",
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        },
        {
          "oid": "1e96f222d8e902740a438cd5ada82cddd64e9282",
          "body": "Bumps [librelane](https://github.com/librelane/librelane) from `1e4f4d5` to `30be8a3`.\n- [Release notes](https://github.com/librelane/librelane/releases)\n- [Commits](https://github.com/librelane/librelane/compare/1e4f4d5bf9d2693798b12dc0c1cd0337ad266a0d...30be8a38077d9bd8ad2a75041d458810a2285845)\n\n-\n[…]\n2a75041d458810a2285845\n  dependency-type: direct:production\n...\n\nSigned-off-by: dependabot[bot] <support@github.com>\nCo-authored-by: dependabot[bot] <49699333+dependabot[bot]@users.noreply.github.com>",
          "is_bot": true,
          "headline": "chore(deps): bump librelane from `1e4f4d5` to `30be8a3` (#819)",
          "author_name": "dependabot[bot]",
          "author_login": "dependabot[bot]",
          "committed_at": "2026-06-02T16:47:56Z",
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        {
          "oid": "94fe8a4fc83fd575512c3e3b576b89547c34a497",
          "body": "Bumps [pyproject-nix](https://github.com/pyproject-nix/pyproject.nix) from `69f57f2` to `ad83f1e`.\n- [Commits](https://github.com/pyproject-nix/pyproject.nix/compare/69f57f27e52a87c54e28138a75ec741cd46663c9...ad83f1ead0e78e57b188f35cb57298affb06fc5f)\n\n---\nupdated-dependencies:\n- dependency-name: pyp\n[…]\n88f35cb57298affb06fc5f\n  dependency-type: direct:production\n...\n\nSigned-off-by: dependabot[bot] <support@github.com>\nCo-authored-by: dependabot[bot] <49699333+dependabot[bot]@users.noreply.github.com>",
          "is_bot": true,
          "headline": "chore(deps): bump pyproject-nix from `69f57f2` to `ad83f1e` (#818)",
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          "author_login": "dependabot[bot]",
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            "ecosystem": "pypi"
          },
          {
            "name": "websockets",
            "direct": false,
            "version": "16.0",
            "ecosystem": "pypi"
          },
          {
            "name": "wheel",
            "direct": false,
            "version": "0.47.0",
            "ecosystem": "pypi"
          },
          {
            "name": "win32-setctime",
            "direct": false,
            "version": "1.2.0",
            "ecosystem": "pypi"
          },
          {
            "name": "windows-curses",
            "direct": false,
            "version": "2.4.2",
            "ecosystem": "pypi"
          },
          {
            "name": "wrapt",
            "direct": false,
            "version": "2.2.2",
            "ecosystem": "pypi"
          },
          {
            "name": "xxhash",
            "direct": false,
            "version": "3.8.1",
            "ecosystem": "pypi"
          },
          {
            "name": "yamlcore",
            "direct": false,
            "version": "0.0.4",
            "ecosystem": "pypi"
          },
          {
            "name": "zstandard",
            "direct": false,
            "version": "0.25.0",
            "ecosystem": "pypi"
          }
        ],
        "collected": true,
        "truncated": false,
        "total_count": 172,
        "direct_count": 23,
        "indirect_count": 149
      }
    },
    "maintainership": {
      "issues": {
        "open_prs": 29,
        "merged_prs": 524,
        "open_issues": 56,
        "closed_ratio": 0.743,
        "closed_issues": 162,
        "closed_unmerged_prs": 87
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      "bus_factor": 3,
      "bot_contributors": 2,
      "top_contributors": [
        {
          "type": "User",
          "login": "KelvinChung2000",
          "commits": 240,
          "avatar_url": "https://avatars.githubusercontent.com/u/67872121?v=4"
        },
        {
          "type": "User",
          "login": "TaoBi22",
          "commits": 190,
          "avatar_url": "https://avatars.githubusercontent.com/u/57840981?v=4"
        },
        {
          "type": "User",
          "login": "EverythingElseWasAlreadyTaken",
          "commits": 173,
          "avatar_url": "https://avatars.githubusercontent.com/u/33803767?v=4"
        },
        {
          "type": "User",
          "login": "y8j31",
          "commits": 129,
          "avatar_url": "https://avatars.githubusercontent.com/u/45375036?v=4"
        },
        {
          "type": "User",
          "login": "IAmMarcelJung",
          "commits": 72,
          "avatar_url": "https://avatars.githubusercontent.com/u/132259776?v=4"
        },
        {
          "type": "User",
          "login": "gatecat",
          "commits": 33,
          "avatar_url": "https://avatars.githubusercontent.com/u/78621419?v=4"
        },
        {
          "type": "User",
          "login": "A-Kibats",
          "commits": 9,
          "avatar_url": "https://avatars.githubusercontent.com/u/147149042?v=4"
        },
        {
          "type": "User",
          "login": "mole99",
          "commits": 9,
          "avatar_url": "https://avatars.githubusercontent.com/u/3877395?v=4"
        },
        {
          "type": "User",
          "login": "JakobTernes",
          "commits": 8,
          "avatar_url": "https://avatars.githubusercontent.com/u/53190870?v=4"
        },
        {
          "type": "User",
          "login": "robtaylor",
          "commits": 6,
          "avatar_url": "https://avatars.githubusercontent.com/u/247664?v=4"
        }
      ],
      "contributors_sampled": 16,
      "top_contributor_share": 0.272
    },
    "quality_signals": {
      "has_ci": true,
      "has_tests": true,
      "ci_workflows": [
        "backwards-compatibility.yml",
        "ci.yml",
        "dependabot-auto-merge.yml",
        "docker-image.yml",
        "gds-flow-ci.yml",
        "nix-env.yml",
        "pre-commit-hooks.yml",
        "publish_to_pypi.yml",
        "pytest_testing.yml",
        "release_please.yml"
      ],
      "has_docs_dir": true,
      "linter_configs": [
        "ruff.toml"
      ],
      "has_editorconfig": false,
      "has_linter_config": true,
      "has_precommit_config": true
    },
    "security_signals": {
      "lockfiles": [
        "uv.lock"
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      "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": 8,
            "reason": "branch protection is not maximal on development and all release branches",
            "documentation_url": "https://github.com/ossf/scorecard/blob/c395761df6afe1a69e476bc60a013a94bcbc153f/docs/checks.md#branch-protection"
          },
          {
            "name": "CI-Tests",
            "score": 10,
            "reason": "30 out of 30 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": 10,
            "reason": "all changesets reviewed",
            "documentation_url": "https://github.com/ossf/scorecard/blob/c395761df6afe1a69e476bc60a013a94bcbc153f/docs/checks.md#code-review"
          },
          {
            "name": "Contributors",
            "score": 10,
            "reason": "project has 7 contributing companies or organizations",
            "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": 10,
            "reason": "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": 10,
            "reason": "30 commit(s) and 15 issue activity found in the last 90 days -- score normalized to 10",
            "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": 9,
            "reason": "1 existing vulnerabilities detected",
            "documentation_url": "https://github.com/ossf/scorecard/blob/c395761df6afe1a69e476bc60a013a94bcbc153f/docs/checks.md#vulnerabilities"
          }
        ],
        "commit": "f446ffd4b5493bfd70aec2d515d6491a8df3a647",
        "ran_at": "2026-07-21T20:44:04Z",
        "aggregate_score": 6.7,
        "scorecard_version": "v5.5.0"
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      "has_codeql_workflow": false,
      "has_security_policy": false,
      "has_dependabot_config": true
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  },
  "config": {
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    "disabled_categories": [],
    "disabled_components": {}
  },
  "source": {
    "url": "https://github.com/FPGA-Research/FABulous",
    "host": "github.com",
    "name": "FABulous",
    "owner": "FPGA-Research"
  },
  "metrics": {
    "overall": {
      "key": "overall",
      "band": "good",
      "name": "Overall health",
      "note": null,
      "notes": [],
      "value": 80,
      "inputs": {
        "security": 71,
        "vitality": 89,
        "community": 62,
        "governance": 80,
        "engineering": 96
      },
      "components": []
    },
    "categories": [
      {
        "key": "vitality",
        "band": "excellent",
        "name": "Vitality",
        "value": 89,
        "weight": 0.22,
        "metrics": [
          {
            "key": "development_activity",
            "band": "excellent",
            "name": "Development activity",
            "note": null,
            "notes": [],
            "value": 93,
            "inputs": {
              "commits_last_year": 341,
              "human_commit_share": 0.53,
              "days_since_last_push": 0,
              "active_weeks_last_year": 42
            },
            "components": [
              {
                "key": "push_recency",
                "name": "Push recency",
                "detail": "last push 0 days ago",
                "points": 36,
                "status": "met",
                "details": [
                  {
                    "code": "push_recency",
                    "params": {
                      "days": 0
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                  }
                ],
                "max_points": 36
              },
              {
                "key": "commit_cadence",
                "name": "Commit cadence",
                "detail": "42/52 weeks with commits",
                "points": 29.1,
                "status": "partial",
                "details": [
                  {
                    "code": "commit_cadence_weeks",
                    "params": {
                      "weeks": 42
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                  }
                ],
                "max_points": 36
              },
              {
                "key": "commit_volume",
                "name": "Commit volume",
                "detail": "341 commits in the last year",
                "points": 18,
                "status": "met",
                "details": [
                  {
                    "code": "commits_last_year",
                    "params": {
                      "count": 341
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                  }
                ],
                "max_points": 18
              },
              {
                "key": "openssf_scorecard_maintained",
                "name": "OpenSSF Scorecard: Maintained",
                "detail": "30 commit(s) and 15 issue activity found in the last 90 days -- score normalized to 10",
                "points": 10,
                "status": "met",
                "details": [],
                "max_points": 10
              }
            ]
          },
          {
            "key": "release_discipline",
            "band": "good",
            "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": [
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              },
              {
                "code": "weights_renormalized",
                "params": {}
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            ],
            "value": 84,
            "inputs": {
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              "latest_release_tag": "v2.1.0",
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              "days_since_latest_release": 11,
              "mean_days_between_releases": 137.7
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            "components": [
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                "key": "ships_releases",
                "name": "Ships releases",
                "detail": "10 releases published",
                "points": 27,
                "status": "met",
                "details": [
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                    "code": "releases_published",
                    "params": {
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                ],
                "max_points": 27
              },
              {
                "key": "release_recency",
                "name": "Release recency",
                "detail": "latest release 11 days ago",
                "points": 36,
                "status": "met",
                "details": [
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                    "code": "release_recency",
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                "max_points": 36
              },
              {
                "key": "release_cadence",
                "name": "Release cadence",
                "detail": "a release every ~137.7 days",
                "points": 12.6,
                "status": "partial",
                "details": [
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                    "code": "release_cadence",
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                      "gap": 137.7
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                ],
                "max_points": 27
              },
              {
                "key": "openssf_scorecard_signed_releases",
                "name": "OpenSSF Scorecard: Signed-Releases",
                "detail": "no releases found",
                "points": 0,
                "status": "excluded",
                "details": [
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                    "code": "no_data",
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                ],
                "max_points": 10
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            ]
          },
          {
            "key": "abandonment",
            "band": "excellent",
            "name": "Abandonment",
            "note": null,
            "notes": [],
            "value": 100,
            "inputs": {
              "cap": null,
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              "guards": [],
              "signals": [],
              "red_flag": false,
              "multiplier_pct": 100,
              "declared_reason": null,
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            "components": [
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                "key": "project_is_still_maintained",
                "name": "Project is still maintained",
                "detail": "last human commit 0 days ago",
                "points": 100,
                "status": "met",
                "details": [
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                    "code": "abandonment_maintained",
                    "params": {
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                ],
                "max_points": 100
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            ]
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        ],
        "description": "Is the project alive — is code being written and are releases shipping?"
      },
      {
        "key": "community",
        "band": "moderate",
        "name": "Community & Adoption",
        "value": 62,
        "weight": 0.18,
        "metrics": [
          {
            "key": "popularity",
            "band": "moderate",
            "name": "Popularity & adoption",
            "note": null,
            "notes": [],
            "value": 61,
            "inputs": {
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              "stars": 279,
              "watchers": 16,
              "growth_state": "organic",
              "growth_factor_pct": 100
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            "components": [
              {
                "key": "stars",
                "name": "Stars",
                "detail": "279 stars",
                "points": 39.6,
                "status": "partial",
                "details": [
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                    "code": "stars",
                    "params": {
                      "count": 279
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                  }
                ],
                "max_points": 60
              },
              {
                "key": "forks",
                "name": "Forks",
                "detail": "59 forks",
                "points": 14.7,
                "status": "partial",
                "details": [
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                    "code": "forks",
                    "params": {
                      "count": 59
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                  }
                ],
                "max_points": 25
              },
              {
                "key": "watchers",
                "name": "Watchers",
                "detail": "16 watchers",
                "points": 6.5,
                "status": "partial",
                "details": [
                  {
                    "code": "watchers",
                    "params": {
                      "count": 16
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                  }
                ],
                "max_points": 15
              }
            ]
          },
          {
            "key": "community_health",
            "band": "good",
            "name": "Community health",
            "note": null,
            "notes": [],
            "value": 77,
            "inputs": {
              "has_readme": true,
              "has_license": true,
              "has_contributing": true,
              "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 (Apache-2.0)",
                "points": 22.5,
                "status": "met",
                "details": [
                  {
                    "code": "license_standard",
                    "params": {}
                  },
                  {
                    "code": "license_spdx",
                    "params": {
                      "spdx": "Apache-2.0"
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                  }
                ],
                "max_points": 22.5
              },
              {
                "key": "contributing_guide",
                "name": "CONTRIBUTING guide",
                "detail": null,
                "points": 18,
                "status": "met",
                "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
              }
            ]
          },
          {
            "key": "ecosystem_adoption",
            "band": "at_risk",
            "name": "Ecosystem adoption (downloads)",
            "note": "Excluded from scoring (no data or not applicable): Registry dependents. Remaining weights renormalized.",
            "notes": [
              {
                "code": "excluded_no_data",
                "params": {
                  "components": [
                    "registry_dependents"
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                }
              },
              {
                "code": "weights_renormalized",
                "params": {}
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            ],
            "value": 42,
            "inputs": {
              "packages": [
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              "dependents": null,
              "ecosystems": "pypi",
              "total_downloads": null,
              "monthly_downloads": 339
            },
            "components": [
              {
                "key": "monthly_downloads",
                "name": "Monthly downloads",
                "detail": "339 downloads/month across pypi",
                "points": 33.8,
                "status": "partial",
                "details": [
                  {
                    "code": "downloads_monthly",
                    "params": {
                      "count": 339,
                      "ecosystems": "pypi"
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                  }
                ],
                "max_points": 80
              },
              {
                "key": "registry_dependents",
                "name": "Registry dependents",
                "detail": "not reported by this ecosystem",
                "points": 0,
                "status": "excluded",
                "details": [
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                    "code": "not_reported_by_this_ecosystem",
                    "params": {}
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                ],
                "max_points": 20
              }
            ]
          }
        ],
        "description": "Does the project have users, downloads, attention, and a welcoming setup for contributors?"
      },
      {
        "key": "governance",
        "band": "good",
        "name": "Sustainability & Governance",
        "value": 80,
        "weight": 0.24,
        "metrics": [
          {
            "key": "maintainer_resilience",
            "band": "good",
            "name": "Maintainer resilience (bus factor)",
            "note": null,
            "notes": [],
            "value": 76,
            "inputs": {
              "bus_factor": 3,
              "contributors_sampled": 16,
              "top_contributor_share": 0.272
            },
            "components": [
              {
                "key": "bus_factor",
                "name": "Bus factor",
                "detail": "3 contributor(s) cover half of all commits",
                "points": 36,
                "status": "partial",
                "details": [
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                    "code": "bus_factor",
                    "params": {
                      "count": 3
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                  }
                ],
                "max_points": 54
              },
              {
                "key": "commit_distribution",
                "name": "Commit distribution",
                "detail": "top contributor authored 27% of commits",
                "points": 16.4,
                "status": "partial",
                "details": [
                  {
                    "code": "top_contributor_share",
                    "params": {
                      "share": 27
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                  }
                ],
                "max_points": 22.5
              },
              {
                "key": "contributor_breadth",
                "name": "Contributor breadth",
                "detail": "16 contributors",
                "points": 13.5,
                "status": "met",
                "details": [
                  {
                    "code": "contributors_sampled",
                    "params": {
                      "count": 16
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                  }
                ],
                "max_points": 13.5
              },
              {
                "key": "openssf_scorecard_contributors",
                "name": "OpenSSF Scorecard: Contributors",
                "detail": "project has 7 contributing companies or organizations",
                "points": 10,
                "status": "met",
                "details": [],
                "max_points": 10
              }
            ]
          },
          {
            "key": "responsiveness",
            "band": "good",
            "name": "Issue & PR responsiveness",
            "note": null,
            "notes": [],
            "value": 82,
            "inputs": {
              "merged_prs": 524,
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                "key": "fuzzing",
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                "key": "vulnerabilities",
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        "description": "Are visible security and supply-chain practices strong, with no malicious dependency and no unresolved high-risk jurisdiction exposure?"
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                    "params": {
                      "files": "devcontainer, Dockerfile, Nix, lockfile"
                    }
                  }
                ],
                "max_points": 10
              },
              {
                "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": [
                  {
                    "code": "agent_authored_commits",
                    "params": {
                      "count": 1,
                      "sampled": 100
                    }
                  }
                ],
                "max_points": 10
              },
              {
                "key": "automated_maintenance",
                "name": "Automated maintenance",
                "detail": "45 of the last 100 commits are automated dependency updates",
                "points": 8,
                "status": "met",
                "details": [
                  {
                    "code": "dependency_bot_commits",
                    "params": {
                      "count": 45,
                      "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 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": 61766,
              "source_files_sampled": 202,
              "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": "1/202 source files over 60KB",
                "points": 54.7,
                "status": "partial",
                "details": [
                  {
                    "code": "oversized_source_files",
                    "params": {
                      "kb": 60,
                      "sampled": 202,
                      "oversized": 1
                    }
                  }
                ],
                "max_points": 55
              }
            ]
          }
        ],
        "description": "How well is the repo equipped to be developed and maintained with AI coding agents? An independent, experimental badge — weight 0.0, so it is surfaced on its own and does not affect the overall health score."
      }
    ],
    "metrics_version": "1.13.0"
  },
  "warnings": [],
  "report_type": "repository",
  "generated_at": "2026-07-21T20:44:28.922573Z",
  "schema_version": "0.23.0",
  "badge_url": "https://raw.githubusercontent.com/inspect-software/badges/main/v1/f/FPGA-Research/FABulous.svg",
  "full_name": "FPGA-Research/FABulous",
  "license_state": "standard",
  "license_spdx": "Apache-2.0"
}

Scores are signals, not warranties. They reflect publicly visible practices on GitHub — not a code audit, and not a security guarantee.

Missing data is excluded and weights renormalized, never scored as zero. Methodology is versioned and open: metrics v1.13.0, schema v0.23.0 — full methodology · metrics wiki.

How one result sits in the wider record: aggregate statisticsPyPI.