Public recordModerate
Software health reportschema 0.27.0 · metrics 1.13.0 · 2026-07-28 14:52 UTC
Qiskit / qiskit-qasm3-import
Importer from OpenQASM 3 to Qiskit's QuantumCircuit
Qiskit/qiskit-qasm3-import holds a health index of 64 out of 100, placing it in the Moderate band. It scores highest on Engineering Quality (89/100) and lowest on Security (46/100). It was last updated 7 days ago. A single contributor accounts for most of its recent work.
64
overall / 100Software health index
Metrics are grouped into weighted categories on one standardized 1–100 scale. Overall starts as their weighted mean; when public evidence triggers the High-Risk Jurisdiction Policy, the rating is adjusted and receives an At risk ceiling of 49. AI Readiness sits outside the overall score.
64
Excellent85-100Exemplary; meets essentially all checked criteria
Good70-84Healthy; minor gaps
Moderate50-69Acceptable with notable gaps; review recommended
At risk30-49Significant weaknesses; adoption warrants caution
Critical1-29Severe problems (abandoned, single-maintainer, no hygiene)
Score profile
Each axis is a category. The shape matters more than the average — a healthy subject fills the whole shape, while a spike-and-crater profile means strength in one dimension is masking risk in another.
Ownership
QiskitOrganization
4,002 followers56 public repossince Aug 2017
This repository is backed by an organization — shared, accountable stewardship that can outlive any single maintainer.
Package ecosystems
| Registry | Package | Version | Downloads / mo | Versions | Last publish |
|---|---|---|---|---|---|
| PyPI | qiskit-qasm3-import | 0.6.0 | 212,580 | 10 | 412 days ago |
Metrics by category
Vitality
Is the project alive — is code being written and are releases shipping?
56
Development activity
58Moderate
How it's scored
| 36/36 | Push recency — last push 7 days ago |
| 5.5/36 | Commit cadence — 8/52 weeks with commits |
| 10.8/18 | Commit volume — 15 commits in the last year |
| 0/10 | OpenSSF Scorecard: Maintained — no data |
Inputs used
| commits_last_year | 15 |
| human_commit_share | 0.729 |
| days_since_last_push | 7 |
| active_weeks_last_year | 8 |
Release discipline
52Moderate
How it's scored
| 27/27 | Ships releases — 7 releases published |
| 0/36 | Release recency — latest release 769 days ago |
| 19.8/27 | Release cadence — a release every ~97.8 days |
| 0/10 | OpenSSF Scorecard: Signed-Releases — no data |
Inputs used
| releases_count | 7 |
| latest_release_tag | v0.5.0 |
| releases_from_tags | no |
| days_since_latest_release | 769 |
| mean_days_between_releases | 97.8 |
Community & Adoption
Does the project have users, downloads, attention, and a welcoming setup for contributors?
66
Popularity & adoption
36At risk
How it's scored
| 23/60 | Stars — 27 stars |
| 8/25 | Forks — 10 forks |
| 5.3/15 | Watchers — 10 watchers |
Inputs used
| forks | 10 |
| stars | 27 |
| watchers | 10 |
| growth_state | unverified |
| growth_factor_pct | 100 |
| growth_unverified_reason | no_history |
Community health
85Excellent
How it's scored
| 22.5/22.5 | README |
| 22.5/22.5 | License — recognized license (Apache-2.0) |
| 18/18 | CONTRIBUTING guide |
| 13.5/13.5 | Code of conduct |
| 0/7.2 | Issue template |
| 0/6.3 | PR template |
Inputs used
| has_readme | yes |
| has_license | yes |
| has_contributing | yes |
| has_issue_template | no |
| has_code_of_conduct | yes |
| has_pull_request_template | no |
Ecosystem adoption (downloads)
89Excellent
How it's scored
| 71/80 | Monthly downloads — 212,580 downloads/month across pypi |
| 0/20 | Registry dependents — not reported by this ecosystem |
Inputs used
| packages | qiskit-qasm3-import |
| dependents | — |
| ecosystems | pypi |
| total_downloads | — |
| monthly_downloads | 212,580 |
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?
60
Maintainer resilience (bus factor)
22Critical
How it's scored
| 9/54 | Bus factor — 1 contributor(s) cover half of all commits |
| 3.7/22.5 | Commit distribution — top contributor authored 84% of commits |
| 6.8/13.5 | Contributor breadth — 5 contributors |
| 0/10 | OpenSSF Scorecard: Contributors — no data |
Inputs used
| bus_factor | 1 |
| contributors_sampled | 5 |
| top_contributor_share | 0.837 |
How it's scored
| 22/46.8 | Issue resolution — 47% of issues closed |
| 38.2/38.3 | PR acceptance — 46/46 decided PRs merged |
| 0/15 | OpenSSF Scorecard: Code-Review — no data |
Inputs used
| merged_prs | 46 |
| open_issues | 9 |
| closed_issues | 8 |
| issue_closed_ratio | 0.471 |
| closed_unmerged_prs | 0 |
Ownership & stewardship
80Good
How it's scored
| 30/30 | Ownership backing — organization-owned |
| 0/20 | Verified domain |
| 25/25 | Owner reach — 4,002 followers of Qiskit |
| 24.8/25 | Track record — 56 public repos, account ~8 yr old |
Inputs used
| followers | 4,002 |
| owner_type | Organization |
| is_verified | — |
| owner_login | Qiskit |
| public_repos | 56 |
| account_age_days | 3,281 |
Package maintenance
79Good
How it's scored
| 25/25 | Published & resolvable — 1 package(s) on pypi |
| 14/35 | Publish recency — latest publish 412 days ago |
| 20/20 | Version history — 10 published versions |
| 20/20 | Not deprecated — active, not deprecated or yanked |
Inputs used
| packages | qiskit-qasm3-import |
| ecosystems | pypi |
| any_deprecated | no |
| min_days_since_publish | 412 |
Engineering Quality
Are baseline engineering and documentation practices in place?
89
Engineering practices
88Excellent
How it's scored
| 24/24 | CI workflows — 2 workflow(s) |
| 24/24 | Tests present |
| 16/16 | Linter config — tox.ini |
| 0/9.6 | Pre-commit hooks |
| 6.4/6.4 | .editorconfig |
| 0/20 | OpenSSF Scorecard: CI-Tests — no data |
Inputs used
| has_ci | yes |
| has_tests | yes |
| has_editorconfig | yes |
| has_linter_config | yes |
| has_precommit_config | no |
Documentation
90Excellent
How it's scored
| 30/30 | README |
| 25/25 | Documentation directory |
| 15/15 | Documentation / homepage site — https://qiskit.github.io/qiskit-qasm3-import |
| 10/10 | Repository description |
| 10/10 | Topics — 3 topics |
| 0/10 | Wiki |
Inputs used
| topics | openqasm, qiskit, quantum-computing |
| has_wiki | no |
| homepage | https://qiskit.github.io/qiskit-qasm3-import |
| has_readme | yes |
| has_docs_dir | yes |
| has_description | yes |
Security
Are visible security and supply-chain practices strong, without unresolved high-risk jurisdiction exposure?
46
Security posture
33At risk
How it's scored
| 0/30 | Security policy (SECURITY.md) |
| 25/25 | Dependabot config |
| 0/25 | Dependency lockfiles — published library — lockfiles are an application concern, not expected |
| 0/20 | CodeQL workflow |
Inputs used
| source | file_signals |
| lockfiles | — |
| manifests | pyproject.toml, requirements-dev.txt, setup.cfg |
| has_codeql_workflow | no |
| has_security_policy | no |
| has_dependabot_config | yes |
Excluded from scoring (no data or not applicable): Dependency lockfiles. Remaining weights renormalized.
Dependency advisories
100Excellent
How it's scored
| 35/35 | Direct dependencies free of known advisories — no direct dependency carries a known advisory |
| 25/25 | Indirect dependencies free of known advisories — no indirect dependency carries a known advisory |
| 0/40 | No advisories left outstanding — no advisory carries a publication date |
Inputs used
| source | osv |
| advisories | 0 |
| affected_packages | 0 |
| assessed_packages | 9 |
| unassessed_packages | 0 |
| affected_by_severity | none |
| direct_affected_packages | 0 |
Excluded from scoring (no data or not applicable): No advisories left outstanding. Remaining weights renormalized. Matched the pypi:qiskit-qasm3-import@0.6.0 runtime dependency closure — what installing the published package pulls in — 9 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.
65
Agent context & guidance
40At risk
How it's scored
| 0/45 | Agent instructions — no CLAUDE.md / AGENTS.md / editor rules |
| 0/15 | Machine-readable docs (llms.txt) |
| 39.7/40 | Legible commit history — 32 of 43 human commits state their intent (structured subject or explanatory body) |
Inputs used
| has_llms_txt | no |
| legible_history_share | 0.744 |
| agent_instruction_files | — |
| agent_instruction_max_bytes | — |
How it's scored
| 18/18 | One-command bootstrap — docs/Makefile |
| 22/22 | Automated tests |
| 11/11 | Lint / format config — tox.ini |
| 11/11 | Static type checking — src/qiskit_qasm3_import/py.typed |
| 0/10 | Reproducible environment |
| 0/10 | Demonstrated agent practice — no agent-authored commits among the last 59 |
| 8/8 | Automated maintenance — 16 of the last 59 commits are automated dependency updates |
| 0/10 | OpenSSF Scorecard: Pinned-Dependencies — no data |
Inputs used
| has_nix | no |
| has_tests | yes |
| lockfiles | — |
| has_dockerfile | no |
| typed_language | no |
| bootstrap_files | docs/Makefile |
| has_devcontainer | no |
| has_linter_config | yes |
| typecheck_configs | src/qiskit_qasm3_import/py.typed |
| agent_commit_share | 0 |
| toolchain_manifests | — |
| dependency_bot_commit_share | 0.271 |
How it's scored
| 27/45 | Type-checkable code — Python with type-check config (src/qiskit_qasm3_import/py.typed) |
| 55/55 | Manageable file sizes — 0/13 source files over 60KB |
Inputs used
| primary_language | Python |
| largest_source_bytes | 33,697 |
| source_files_sampled | 13 |
| oversized_source_files | 0 |
Key facts
27GitHub stars
5contributors
15commits, last 12 months
7days since last push
7releases
1bus factor
9open issues
PyPIpackage ecosystems
Data collection warnings
- Star history unavailable: GitHub GraphQL error: Resource not accessible by personal access token
- OpenSSF Scorecard timed out after 240s; skipping Scorecard checks
More detail
Star and fork history 0 ★ / 10 ⇿
0Stars
10Forks
6Releases
When each star and fork was added, collected from GitHub and bucketed by day. Cumulative growth sits directly above the daily additions it is made of, so the two read against each other: steady organic accretion looks nothing like an abrupt, short-lived burst. Where that difference is measurable, it is reported as growth authenticity.
Major 0Minor 4Patch 2
Each point covers 4 days.
Direct dependencies 2
| Registry | Package | Version constraint | Manifest |
|---|---|---|---|
| PyPI | qiskit | >=0.37.0 | setup.cfg |
| PyPI | openqasm3 | >=0.4,<2.0 | setup.cfg |
All dependencies 7
Full resolved dependency set from the GitHub dependency graph: 0 direct and 7 indirect (transitive) packages. The transitive closure is complete when the repository commits a lockfile.
| Registry | Package | Version | Relation |
|---|---|---|---|
| PyPI | black | — | indirect |
| PyPI | packaging | — | indirect |
| PyPI | pylint | — | indirect |
| PyPI | pytest | — | indirect |
| PyPI | qiskit-sphinx-theme | — | indirect |
| PyPI | reno | — | indirect |
| PyPI | sphinx | — | indirect |
Dependency advisories 0
Installing pypi:qiskit-qasm3-import@0.6.0 pulls in 9 packages, direct and transitive: 0 carry known advisories, of which 0 are direct dependencies.
No known advisories affect the assessed dependencies.
An advisory means the version recorded in the dependency graph falls inside an advisory’s affected range. Reachability is not analysed, and the graph includes development and test pins — a finding may concern tooling rather than shipped software.
Raw JSON report machine-readable
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"headline": "Bump actions/upload-artifact from 4 to 5 (#57)",
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"headline": "Bump actions/setup-python from 5 to 6 (#55)",
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"headline": "Bump actions/upload-pages-artifact from 3 to 4 (#54)",
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"headline": "Bump actions/download-artifact from 4 to 5 (#53)",
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"headline": "Bump actions/checkout from 4 to 5 (#52)",
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"headline": "Prepare 0.6.0 release (#51)",
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"body": "This uses the custom OpenQASM 3 serialisers defined in Qiskit 2.1 (along\nwith the entire annotation frameworkd, defined in that release) to\nhandle annotated boxes and pass them along to Qiskit.",
"is_bot": false,
"headline": "Add support for annotated boxes in Qiskit 2.1 (#50)",
"author_name": "Jake Lishman",
"author_login": "jakelishman",
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"body": "* Add version-parts tuple\n\nSince the API will be expanding a little in new versions, this makes it\neasier for Qiskit to do some simple capability negotiation in the\nversioning.\n\n* Use dynamic logic for VERSION_PARTS",
"is_bot": false,
"headline": "Add version-parts tuple (#49)",
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"is_bot": false,
"headline": "Add support for `box` with suitable Qiskit versions (#47)",
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"headline": "Update intersphinx mapping and others URLs pointing to IQP Classic (#48)",
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"headline": "Bump actions/upload-pages-artifact from 1 to 3 (#46)",
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"headline": "Switch to PyPI trusted-publisher setup for deployment (#44)",
"author_name": "Jake Lishman",
"author_login": "jakelishman",
"committed_at": "2025-02-18T20:43:30Z",
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"oid": "9ef1ce3726b0719eae5cea113f9dfbfe7f217e1f",
"body": null,
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"headline": "Configure CI to run in merge queue (#45)",
"author_name": "Jake Lishman",
"author_login": "jakelishman",
"committed_at": "2025-02-18T20:44:13Z",
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"oid": "9c0fd5fb0881aaaa5c748fa6b9b081702791c175",
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"headline": "Add basic dependabot configuration (#43)",
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"author_login": "jakelishman",
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"oid": "b214d6b16aa573d8d7427708b6c6c02d7e9ad84f",
"body": "* Run tests against Qiskit `main`\n\nThis is mostly temporary to have a version of the test suite that runs\nagainst the upcoming Qiskit 2. This will enable testing of some new\nfeatures that will only be supported from that version onwards.\n\n* Update test for new Qiskit delay comparison",
"is_bot": false,
"headline": "Run tests against Qiskit `main` (#41)",
"author_name": "Jake Lishman",
"author_login": "jakelishman",
"committed_at": "2025-02-18T20:17:45Z",
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"headline": "Update versions of GitHub-published actions used (#42)",
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"author_login": "jakelishman",
"committed_at": "2025-02-18T18:46:43Z",
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"oid": "da0b82ab6a0d500eb391379f970c8b647e64feaf",
"body": "The only user-facing change is that the requirements on the `openqasm3`\r\npackage are now much wider, since it is semver stable. Little\r\nmeaningful changed between its version 0.4 and its 1.0 release, for us\r\nat least.",
"is_bot": false,
"headline": "Prepare 0.5.1 release (#39)",
"author_name": "Jake Lishman",
"author_login": "jakelishman",
"committed_at": "2024-11-15T14:29:21Z",
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"body": "* Bump openqasm3[parser] dependency to >=0.4,<1.1.0\r\n\r\n* Update setup.cfg",
"is_bot": false,
"headline": "Bump openqasm3[parser] dependency to >=0.4,<2.0 (#38)",
"author_name": "Ryan Hill",
"author_login": "ryanhill1",
"committed_at": "2024-10-29T23:48:16Z",
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"oid": "c3992850e4bacc146cc03719965a68589fdf1f35",
"body": "The release notes were always written, just not hooked into the actual\r\nSphinx structure.",
"is_bot": false,
"headline": "Add release notes to docs build (#37)",
"author_name": "Jake Lishman",
"author_login": "jakelishman",
"committed_at": "2024-06-19T08:45:18Z",
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"headline": "Prepare 0.5.0 release (#36)",
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"oid": "286176e56ea90341df63cff225c92b8000da17e6",
"body": "* Allow float/angle interaction in gate-parameter contexts\r\n\r\nThis allows technically invalid OpenQASM 3, but is in practice what\r\nQiskit's OpenQASM 3 exporter outputs due to problems in how it\r\nrepresents symbolic expressions. It's probably better for users to\r\nallow the technically invalid OpenQA\n[…]\nas the multiplication/division part. While it's much\r\nless likely for these to appear from the Qiskit export, it makes sense\r\nto allow them in non-strict mode for symmetry.\r\n\r\n* Comment on strict mode",
"is_bot": false,
"headline": "Allow float/angle interaction in gate-parameter contexts (#35)",
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"author_login": "jakelishman",
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"oid": "8aafe7cf51fd7634e83a80769514dc4371359b10",
"body": "Using private methods of `QuantumCircuit` to force tracking of unused\r\n`Parameter` instances resulting in the cleanest circuit output, but was\r\nfragile against Qiskit changing the private data structure internals.\r\nThis has been a real problem as Qiskit moves more of the internal data\r\ntracking down\n[…]\nusers. The only place where this should appear to users is\r\nif there is an `input float` that is unused. In these cases, a dummy\r\nreference will be inserted into the global phase that has no effect.",
"is_bot": false,
"headline": "Avoid private methods when adding unused `Parameter`s (#34)",
"author_name": "Jake Lishman",
"author_login": "jakelishman",
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"headline": "Prepare 0.4.2 release (#31)",
"author_name": "Jake Lishman",
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"committed_at": "2024-03-14T17:18:35Z",
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{
"oid": "3afada35f1a70a73f29ec4de7821f53fe5ff78ee",
"body": "This matches other Qiskit projects. They originally weren't in these\r\nfiles because the project wasn't originally going to be managed by the\r\nQiskit organisation, but was just a proof of concept.",
"is_bot": false,
"headline": "Add licence headers (#29)",
"author_name": "Jake Lishman",
"author_login": "jakelishman",
"committed_at": "2024-03-14T16:47:50Z",
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"oid": "a56e97055d5ee7836351b791c086e9482996a224",
"body": "This fixes the output of programs that involve hardware qubits to the\r\nform more standard to how Qiskit represents physical circuits. Now, the\r\noutput circuit will have as many qubits as the maximum hardware qubit\r\nexplicitly used, even if the lower qubits are not used. The\r\n`TranspileLayout` will\n[…]\nandable to other tools, and the model of the \"physical\"\r\ncircuit not directly having its bit indices correspond to the hardware\r\nqubit index was at odds with Qiskit's usual model of physical circuits.",
"is_bot": false,
"headline": "Fix layout output with hardware qubits (#30)",
"author_name": "Jake Lishman",
"author_login": "jakelishman",
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"headline": "Update Intersphinx for Qiskit (#26)",
"author_name": "Eric Arellano",
"author_login": "Eric-Arellano",
"committed_at": "2024-02-12T19:58:57Z",
"body_truncated": false,
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{
"oid": "4993813da904f75c67f4b6e156097c5395c8aaf3",
"body": "The pin to `qiskit<1.0` prevents this from being used on Qiskit's main\nbranch during its tests. Since this package actually does support\nQiskit 1.0 already, it is safe to relax the pin.",
"is_bot": false,
"headline": "Prepare 0.4.1 release",
"author_name": "Jake Lishman",
"author_login": "jakelishman",
"committed_at": "2023-11-16T11:37:23Z",
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"body": null,
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"headline": "Prepare 0.4.0 release (#23)",
"author_name": "Jake Lishman",
"author_login": "jakelishman",
"committed_at": "2023-11-16T09:06:43Z",
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"oid": "c21310f19f373d9849144b87bab383cf3511d3bf",
"body": "The preferred install path for Qiskit is now the `qiskit` Python\r\npackage, and the \"component\" `qiskit-terra` is no longer preferred and\r\nexpected to be removed with Qiskit 1.0. This updates the dependencies\r\nto refer to the minimum supported version of the `qiskit` package\r\ninstead; the lowest version of that will now install more than is\r\ncompletely required, but all latest versions are correct, and will be\r\ncorrect moving forwards.",
"is_bot": false,
"headline": "Update dependencies to reflect new Qiskit structure (#21)",
"author_name": "Jake Lishman",
"author_login": "jakelishman",
"committed_at": "2023-11-15T10:19:10Z",
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"oid": "c26ca0281f13b819eb631708605e128eef04773f",
"body": "Qiskit adding the concept of immutable instructions means that we no\r\nlonger hard require all gates to be separate Python objects to be safe\r\nagainst mutation.",
"is_bot": false,
"headline": "Fix test of operation immutability (#22)",
"author_name": "Jake Lishman",
"author_login": "jakelishman",
"committed_at": "2023-11-15T10:12:52Z",
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"oid": "08ff2a8f8a15caae7e044a7e211074ebe0724bb8",
"body": null,
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"headline": "Prepare 0.3.0 release (#19)",
"author_name": "Jake Lishman",
"author_login": "jakelishman",
"committed_at": "2023-10-19T20:00:11Z",
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{
"oid": "d3bbc9c6028df6ec587d02ccb569ace147bdb9d4",
"body": "* Update Sphinx theme\r\n\r\n* contents directive removed",
"is_bot": false,
"headline": "Update Sphinx theme (#18)",
"author_name": "Arnau Casau",
"author_login": "arnaucasau",
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"headline": "Add support for `!` on scalar `bit` types (#17)",
"author_name": "Jake Lishman",
"author_login": "jakelishman",
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"body": null,
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"headline": "Update openqasm3[parser] requirement (#16)",
"author_name": "Ryan Hill",
"author_login": "ryanhill1",
"committed_at": "2023-09-11T09:01:46Z",
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"headline": "Prepare 0.2.0 release",
"author_name": "Jake Lishman",
"author_login": "jakelishman",
"committed_at": "2023-04-28T15:15:12Z",
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{
"oid": "89a5c51a693128c059e8e822680362e4e8961eab",
"body": "* Fix implicit integer to float promotions in binary operators\r\n\r\nThis permits expressions such as `3 * pi / 4`; the OpenQASM 3\r\nspecification defers to the C promotion rules, which allow this.\r\nPreviously they were incorrectly forbidden by this converter.\r\n\r\n* Fix lint",
"is_bot": false,
"headline": "Fix implicit integer to float promotions in binary operators (#7)",
"author_name": "Jake Lishman",
"author_login": "jakelishman",
"committed_at": "2023-04-28T14:59:04Z",
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"oid": "b7f4d7be788eaf6cba274c0e974e2846bda17efa",
"body": "* Add support for physical qubits\r\n\r\n* Remove unneeded check for param equal to None in ValueResolver.visit\r\n\r\n* Split tests into separate functions\r\n\r\n* Remove exploratory method\r\n\r\n* Remove commented out cruft in OQ code\r\n\r\n* Move AddressingMode\r\n\r\n* Add HardwareQubit\r\n\r\n* Simplify generating layo\n[…]\nases performance by a factor of 1.5 or 2.\r\nSetting when already set takes about 65ns vs 120ns.\r\nProbably not a bottleneck at the moment.\r\n\r\n---------\r\n\r\nCo-authored-by: Jake Lishman <jake@binhbar.com>",
"is_bot": false,
"headline": "Add support for physical qubits (#2)",
"author_name": "John Lapeyre",
"author_login": "jlapeyre",
"committed_at": "2023-04-28T14:34:18Z",
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{
"oid": "246e999573c0d7a2162b779d9525b8b5b79c3cf0",
"body": "There seem to be some unfortunate bugs around implicit `__init__`\nmethods and the `abc` module when using pylint 2.14 with Python 3.11.\nThese are fixed in the 2.15 series.",
"is_bot": false,
"headline": "Update pylint to 2.15 series",
"author_name": "Jake Lishman",
"author_login": "jakelishman",
"committed_at": "2023-01-25T22:31:00Z",
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{
"oid": "e6ed23e267d5948e182cf6edee027eca5710622e",
"body": null,
"is_bot": false,
"headline": "Add overlooked edits to file copied from elsewhere (#3)",
"author_name": "John Lapeyre",
"author_login": "jlapeyre",
"committed_at": "2023-01-25T16:41:47Z",
"body_truncated": false,
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},
{
"oid": "7efa3943ae20af8e676f2e8afd17373fc26e0160",
"body": null,
"is_bot": false,
"headline": "Update links and actions for new repo owner",
"author_name": "Jake Lishman",
"author_login": "jakelishman",
"committed_at": "2023-01-19T13:41:42Z",
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{
"oid": "9a923f0b0e6061ded989cb7f735090a578856213",
"body": null,
"is_bot": false,
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}Scores are signals, not warranties. They reflect publicly visible practices on GitHub — not a code audit, and not a security guarantee.
Missing data is excluded and weights renormalized, never scored as zero. Methodology is versioned and open: metrics v1.13.0, schema v0.27.0 — full methodology · metrics wiki.
How one result sits in the wider record: aggregate statistics — PyPI.