Public record
Software health reportschema 0.31.0 · metrics 2.10.0 · 2026-08-15 16:59 UTC

abhishektiwari / dogwood-py

Python SDK and PyO3 binding for the Dogwood temporal policy language. Batteries for Strand Agents included.

PythonApache-2.0★ 0 stars⑂ 0 forkssince Aug 2026View on GitHub ↗
KindLibraryCommand-line toolhow this is determined

abhishektiwari/dogwood-py holds a health index of 60 out of 100, placing it in the Moderate band. It scores highest on Engineering Quality (81/100) and lowest on Community & Adoption (45/100). It was last updated today. A single contributor accounts for most of its recent work.

60
overall / 100
Moderate

Software health index

Metrics are grouped into weighted categories on one standardized 1–100 scale. Overall starts as their weighted mean, calibrated against the distribution of the public record so bands carry percentile meaning; when public evidence triggers the High-Risk Jurisdiction Policy, the rating is adjusted and receives an At Risk ceiling of 34.

60
Exceptional93-100The record's top tier (≈ top 5%); essentially all checked criteria met
Excellent80-92Strong across the board; minor gaps
Good65-79Healthy; gaps are limited and manageable
Moderate50-64Acceptable with notable gaps; review recommended
Weak35-49Material weaknesses across several areas
At Risk20-34Significant weaknesses; adoption warrants caution
Critical1-19Severe problems (abandoned, single-maintainer, no hygiene)
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.

The weighted overall 57 is calibrated to 60 on the published index scale (record calibration 2026-08-02).

Ownership

Abhishek TiwariPersonal account
0 followers148 public repossince Aug 2010

This repository is owned by a personal account. A single-owner project carries more continuity risk than an organization-backed one.

Package ecosystems

RegistryPackageVersionDownloads / moVersionsLast publishTags
PyPIdogwood-py0.0.73,824213 days agodogwoodpolicyauthorizationcedartemporal-policypyo3maturinfastapistrands-agents

Metrics by category

Vitality

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

63Moderate · 21% of overall
How it's scored
36/36Push recencylast push 0 days ago
0.7/36Commit cadence1/52 weeks with commits
8.1/18Commit volume7 commits in the last year
0/10OpenSSF Scorecard: Maintainedproject was created within the last 90 days. Please review its contents carefully
Inputs used
commits_last_year7
human_commit_share
days_since_last_push0
active_weeks_last_year1
How it's scored
27/27Ships releases11 releases published
36/36Release recencylatest release 0 days ago
27/27Release cadencea release every ~0.7 days
0/10OpenSSF Scorecard: Signed-ReleasesProject has not signed or included provenance with any releases.
Inputs used
releases_count11
latest_release_tagv0.0.7-pr11.26.1
releases_from_tagsno
days_since_latest_release0
mean_days_between_releases0.7

Community & Adoption

Does the project have users, downloads, attention, and a welcoming setup for contributors?

45Weak · 17% of overall
How it's scored
0/60Stars0 stars
0/25Forks0 forks
0/15Watchers0 watchers
Inputs used
forks0
stars0
watchers0
growth_stateunverified
growth_factor_pct100
growth_unverified_reasonno_history

Community health

85Excellent
How it's scored
22.5/22.5README
22.5/22.5Licenserecognized license (Apache-2.0)
18/18CONTRIBUTING guide
13.5/13.5Code of conduct
0/7.2Issue template
0/6.3PR template
Inputs used
has_readmeyes
has_licenseyes
readme_badges11
has_contributingyes
has_issue_templateno
has_code_of_conductyes
readme_badge_servicesshields.io
has_pull_request_templateno
How it's scored
47.8/80Monthly downloads3,824 downloads/month across pypi
0/20Registry dependentsnot reported by this ecosystem
Inputs used
packagesdogwood-py
dependents
ecosystemspypi
total_downloads
monthly_downloads3,824
unverified_packages_excluded
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?

49Weak · 23% of overall
How it's scored
9/54Bus factor1 contributor(s) cover half of all commits
0/22.5Commit distributiontop contributor authored 100% of commits
1.4/13.5Contributor breadth1 contributors
0/10OpenSSF Scorecard: Contributorsproject has 0 contributing companies or organizations -- score normalized to 0
Inputs used
bus_factor1
contributors_sampled1
top_contributor_share1
How it's scored
0/42Issue resolutionno issues or no data
22.5/30PR acceptance6/8 decided PRs merged
13/13Newcomer PR acceptance6/6 first-time contributors' PRs merged in 30d
0/15OpenSSF Scorecard: Code-ReviewFound 0/7 approved changesets -- score normalized to 0
Inputs used
merged_prs6
open_issues0
closed_issues0
prs_merged_7d6
prs_decided_7d6
prs_merged_30d6
prs_decided_30d6
issue_closed_ratio
closed_unmerged_prs2
first_time_authors_30d1
first_time_prs_merged_30d6
first_time_prs_decided_30d6
Excluded from scoring (no data or not applicable): Issue resolution. Remaining weights renormalized.
How it's scored
10/30Ownership backingpersonal (user) account
0/20Verified domainnot applicable to user accounts
0/25Owner reach0 followers of abhishektiwari
25/25Track record148 public repos, account ~16 yr old
Inputs used
followers0
owner_typeUser
is_verified
owner_loginabhishektiwari
public_repos148
account_age_days5,845
Excluded from scoring (no data or not applicable): Verified domain. Remaining weights renormalized.

Package maintenance

100Exceptional
How it's scored
25/25Published & resolvable1 package(s) on pypi
35/35Publish recencylatest publish 3 days ago
20/20Version history21 published versions
20/20Not deprecatedactive, not deprecated or yanked
Inputs used
packagesdogwood-py
ecosystemspypi
any_deprecatedno
min_days_since_publish3

Engineering Quality

Are baseline engineering and documentation practices in place?

81Excellent · 19% of overall
How it's scored
24/24CI workflows4 workflow(s)
24/24Tests present
0/16Linter config
0/9.6Pre-commit hooks
0/6.4.editorconfig
20/20OpenSSF Scorecard: CI-Tests6 out of 6 merged PRs checked by a CI test -- score normalized to 10
Inputs used
has_ciyes
has_testsyes
has_editorconfigno
has_linter_configno
has_precommit_configno

Documentation

100Exceptional
How it's scored
30/30README
25/25Documentation directory
15/15Documentation / homepage sitehttps://dogwood-py.abhishek-tiwari.com/
10/10Repository description
10/10Topics9 topics
10/10Wiki
Inputs used
topicsagentic-ai, agents, cedar, dogwood, guardrails, policy, strands-agents, temporal, temporal-policy
has_wikiyes
homepagehttps://dogwood-py.abhishek-tiwari.com/
docs_sitehttps://dogwood-py.abhishek-tiwari.com/
has_readmeyes
has_docs_diryes
has_descriptionyes

Security

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

46Weak · 16% of overall
How it's scored
7.5/7.5Binary-Artifactsno binaries found in the repo
0/7.5Branch-Protectionno data
2.5/2.5CI-Tests6 out of 6 merged PRs checked by a CI test -- score normalized to 10
0/2.5CII-Best-Practicesno effort to earn an OpenSSF best practices badge detected
0/7.5Code-ReviewFound 0/7 approved changesets -- score normalized to 0
0/2.5Contributorsproject has 0 contributing companies or organizations -- score normalized to 0
0/10Dangerous-Workflowdangerous workflow patterns detected
7.5/7.5Dependency-Update-Toolupdate tool detected
0/5Fuzzingproject is not fuzzed
2.5/2.5Licenselicense file detected
0/7.5Maintainedproject was created within the last 90 days. Please review its contents carefully
5/5Packagingpackaging workflow detected
4/5Pinned-Dependenciesdependency not pinned by hash detected -- score normalized to 8
0/5SASTSAST tool is not run on all commits -- score normalized to 0
0/5Security-Policysecurity policy file not detected
0/7.5Signed-ReleasesProject has not signed or included provenance with any releases.
6.8/7.5Token-Permissionsdetected GitHub workflow tokens with excessive permissions
3.8/7.5Vulnerabilities5 existing vulnerabilities detected
Inputs used
sourceopenssf_scorecard
checks_evaluated17
scorecard_versionv5.5.0
checks_inconclusive1
scorecard_aggregate4.1
Excluded from scoring (no data or not applicable): Branch-Protection. Remaining weights renormalized.
How it's scored
14/35Direct dependencies free of known advisories1 affected: pyo3 0.22.6 (high 7.5)
0/25Indirect dependencies free of known advisoriestransitive set not separable from development and test dependencies in this scope
33.7/40No advisories left outstanding1 advisory-carrying package(s) unaddressed past 90 days; oldest published 501 days ago
Inputs used
sourceosv
advisories7
affected_packages3
assessed_packages225
unassessed_packages13
affected_by_severityhigh 1, unknown 2
direct_affected_packages1
Excluded from scoring (no data or not applicable): Indirect dependencies free of known advisories. Remaining weights renormalized. Matched 225 resolved dependencies against OSV. 13 could not be assessed — no resolved version, an unsupported ecosystem, or beyond the reported package list. This repository publishes no package the index resolves, so the repository dependency graph was assessed instead. That graph mixes development and test pins with shipped dependencies, so only the declared runtime dependencies are scored; transitive findings are reported as context and excluded from the score. Reachability is not analyzed.

AI Readiness

How well is the repo equipped to be developed and maintained with AI coding agents? Carries a deliberately small weight (4%): agent tooling is a real maintenance signal, but a repository with none can still reach 100/100.

52Moderate · 4% of overall
How it's scored
0/45Agent instructionsno CLAUDE.md / AGENTS.md / editor rules
0/15Machine-readable docs (llms.txt)
0/40Legible commit historyno data
Inputs used
has_llms_txtno
llms_txt_url
legible_history_share
agent_instruction_files
agent_instruction_max_bytes
Excluded from scoring (no data or not applicable): Legible commit history. Remaining weights renormalized.
How it's scored
18/18One-command bootstrapMakefile
22/22Automated tests
0/11Lint / format config
0/11Static type checking
10/10Reproducible environmentlockfile
0/10Demonstrated agent practiceno data
5/8Automated maintenancedependency automation configured, none observed in the sampled commits
8/10OpenSSF Scorecard: Pinned-Dependenciesdependency not pinned by hash detected -- score normalized to 8
Inputs used
has_nixno
has_testsyes
lockfilesCargo.lock
has_dockerfileno
typed_languageno
bootstrap_filesMakefile
has_devcontainerno
has_linter_configno
typecheck_configs
agent_commit_share
toolchain_manifestsrust/Cargo.toml
dependency_bot_commit_share0
Excluded from scoring (no data or not applicable): Demonstrated agent practice. Remaining weights renormalized.
How it's scored
0/45Type-checkable codePython without a type-check config
55/55Manageable file sizes0/40 source files over 60KB
Inputs used
primary_languagePython
largest_source_bytes18,201
source_files_sampled40
oversized_source_files0
How it's scored
0/40API schema (OpenAPI/GraphQL/proto)not applicable to this kind of software
0/20MCP servernot applicable to this kind of software
40/40Runnable examplesexamples
Inputs used
example_dirsexamples
has_mcp_signalno
api_schema_files
interfaces_expected_of
Excluded from scoring (no data or not applicable): API schema (OpenAPI/GraphQL/proto), MCP server. Remaining weights renormalized.

Key facts

0GitHub stars
1contributors
7commits, last 12 months
0days since last push
11releases
1bus factor
0open issues
crates.io, PyPIpackage ecosystems

Data collection warnings

  • Could not fetch crates package 'dogwood-py-native' from its registry

More detail

OpenSSF Scorecard 4.1 / 10
4.1aggregate

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 · 2026-08-15 16:58 UTC

10Binary-Artifactsno binaries found in the repo
n/aBranch-Protectioninternal error: error during branchesHandler.setup: internal error: some github tokens can't read classic branch protection rules: https://github.com/ossf/scorecard-action/blob/main/docs/authentication/fine-grained-auth-token.md
10CI-Tests6 out of 6 merged PRs checked by a CI test -- score normalized to 10
0CII-Best-Practicesno effort to earn an OpenSSF best practices badge detected
0Code-ReviewFound 0/7 approved changesets -- score normalized to 0
0Contributorsproject has 0 contributing companies or organizations -- score normalized to 0
0Dangerous-Workflowdangerous workflow patterns detected
10Dependency-Update-Toolupdate tool detected
0Fuzzingproject is not fuzzed
10Licenselicense file detected
0Maintainedproject was created within the last 90 days. Please review its contents carefully
10Packagingpackaging workflow detected
8Pinned-Dependenciesdependency not pinned by hash detected -- score normalized to 8
0SASTSAST tool is not run on all commits -- score normalized to 0
0Security-Policysecurity policy file not detected
0Signed-ReleasesProject has not signed or included provenance with any releases.
9Token-Permissionsdetected GitHub workflow tokens with excessive permissions
5Vulnerabilities5 existing vulnerabilities detected
Direct dependencies 3
RegistryPackageVersion constraintManifest
crates.iodogwood-languagerust/Cargo.toml
crates.iopyo30.22rust/Cargo.toml
crates.ioserde_json1rust/Cargo.toml
All dependencies 238

Full resolved dependency set from the GitHub dependency graph: 2 direct and 236 indirect (transitive) packages. The transitive closure is complete when the repository commits a lockfile.

RegistryPackageVersionRelation
crates.iopyo30.22.6direct
crates.ioserde_json1.0.151direct
crates.ioahash0.7.8indirect
crates.ioahash0.8.12indirect
crates.ioaho-corasick1.1.5indirect
crates.ioamzn-dogwood-language1.0.0indirect
crates.ioandroid_system_properties0.1.6indirect
crates.ioar_archive_writer0.5.3indirect
crates.ioarrayvec0.5.2indirect
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crates.ioascii-canvas4.0.0indirect
crates.ioautocfg1.5.1indirect
crates.iobase640.22.1indirect
crates.iobit-set0.8.0indirect
crates.iobit-vec0.8.0indirect
crates.iobitflags2.13.1indirect
crates.iobitvec1.1.1indirect
crates.ioblock-buffer0.10.4indirect
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crates.ioborsh-derive1.8.0indirect
crates.iobs580.5.1indirect
crates.iobumpalo3.20.3indirect
crates.iobytecheck0.6.12indirect
crates.iobytecheck_derive0.6.12indirect
crates.iobytes1.12.1indirect
crates.iocc1.4.2indirect
crates.iocedar-policy4.11.0indirect
crates.iocedar-policy-core4.11.0indirect
crates.iocedar-policy-formatter4.11.0indirect
crates.iocedar-policy-mcp-schema-generator0.6.0indirect
crates.iocfg-if1.0.4indirect
crates.iocfg_aliases0.2.2indirect
crates.iochrono0.4.45indirect
crates.ioconst-random0.1.18indirect
crates.ioconst-random-macro0.1.16indirect
crates.iocore-foundation-sys0.8.7indirect
crates.iocpufeatures0.2.17indirect
crates.iocrunchy0.2.4indirect
crates.iocrypto-common0.1.7indirect
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crates.iodarling_core0.23.0indirect
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crates.ioiana-time-zone0.1.65indirect
crates.ioiana-time-zone-haiku0.1.2indirect
crates.ioident_case1.0.1indirect
crates.ioindexmap1.9.3indirect
crates.ioindexmap2.14.0indirect
crates.ioindoc2.0.7indirect
crates.ioipnet2.12.1indirect
crates.ioiso86010.6.5indirect
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crates.iojs-sys0.3.104indirect
crates.iokeccak0.1.6indirect
crates.iolalrpop0.22.2indirect
crates.iolalrpop-util0.22.2indirect
crates.iolibc0.2.189indirect
crates.iolinked-hash-map0.5.6indirect
crates.iolinked_hash_set0.1.6indirect
crates.iolock_api0.4.14indirect
crates.iolog0.4.33indirect
crates.iologos0.16.1indirect
crates.iologos-codegen0.16.1indirect
crates.iologos-derive0.16.1indirect
crates.iomcp-tools-sdk0.4.0indirect
crates.iomemchr2.8.3indirect
crates.iomemoffset0.9.1indirect
crates.iomiette7.6.0indirect
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crates.ionew_debug_unreachable1.0.6indirect
crates.iono-std-compat0.4.1indirect
crates.ionom8.0.0indirect
crates.iononempty0.12.0indirect
crates.ionum-conv0.2.2indirect
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crates.ioobject0.39.1indirect
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crates.ioparking_lot0.12.5indirect
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crates.iopest_generator2.8.8indirect
crates.iopest_meta2.8.8indirect
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crates.iophf_shared0.11.3indirect
crates.iopico-args0.5.0indirect
crates.iopin-project-lite0.2.17indirect
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crates.iopowerfmt0.2.0indirect
crates.ioppv-lite860.2.21indirect
crates.ioprecomputed-hash0.1.1indirect
crates.iopretty0.12.5indirect
crates.ioproc-macro-crate3.5.0indirect
crates.ioproc-macro21.0.107indirect
crates.iopsm0.1.32indirect
crates.ioptr_meta0.1.4indirect
crates.ioptr_meta_derive0.1.4indirect
crates.iopyo3-build-config0.22.6indirect
crates.iopyo3-ffi0.22.6indirect
crates.iopyo3-macros0.22.6indirect
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crates.ioquote1.0.47indirect
crates.ior-efi5.3.0indirect
crates.ior-efi6.0.0indirect
crates.ioradium0.7.0indirect
crates.iorand0.8.7indirect
crates.iorand_chacha0.3.1indirect
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crates.ioredox_syscall0.5.18indirect
crates.ioref-cast1.0.26indirect
crates.ioref-cast-impl1.0.26indirect
crates.ioregex1.13.1indirect
crates.ioregex-automata0.4.18indirect
crates.ioregex-syntax0.8.11indirect
crates.iorend0.4.2indirect
crates.iorhai1.25.1indirect
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crates.iosame-file1.0.6indirect
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crates.ioschemars1.2.2indirect
crates.ioscopeguard1.2.0indirect
crates.ioseahash4.1.0indirect
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crates.ioserde1.0.229indirect
crates.ioserde_core1.0.229indirect
crates.ioserde_derive1.0.229indirect
crates.ioserde_with3.21.0indirect
crates.ioserde_with_macros3.21.0indirect
crates.iosha30.10.9indirect
crates.ioshlex2.0.1indirect
crates.iosimdutf80.1.5indirect
crates.iosiphasher1.0.3indirect
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crates.iosmallvec1.15.2indirect
crates.iosmartstring1.0.1indirect
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crates.iosyn1.0.109indirect
crates.iosyn2.0.119indirect
crates.iosyn3.0.3indirect
crates.iotap1.0.1indirect
crates.iotarget-lexicon0.12.16indirect
crates.ioterm1.2.1indirect
crates.iothin-vec0.2.19indirect
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crates.iothiserror2.0.20indirect
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crates.iotime0.3.55indirect
crates.iotime-core0.1.9indirect
crates.iotime-macros0.2.32indirect
crates.iotiny-keccak2.0.2indirect
crates.iotinyvec1.12.0indirect
crates.iotinyvec_macros0.1.1indirect
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crates.iotoml_edit0.25.13+spec-1.1.0indirect
crates.iotoml_parser1.1.3+spec-1.1.0indirect
crates.iotyped-arena2.0.2indirect
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crates.iouuid1.24.0indirect
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crates.iowasi0.11.1+wasi-snapshot-preview1indirect
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crates.iowinapi-util0.1.11indirect
crates.iowindows-core0.62.2indirect
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crates.iowindows-interface0.59.3indirect
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crates.iowindows-result0.4.1indirect
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crates.iowindows-sys0.61.2indirect
crates.iowinnow1.0.4indirect
crates.iowit-bindgen0.57.1indirect
crates.iowyz0.5.1indirect
crates.iozerocopy0.8.56indirect
crates.iozerocopy-derive0.8.56indirect
crates.iozmij1.0.23indirect
PyPIfastapiindirect
PyPIhttpx2indirect
PyPImaturinindirect
PyPIpytestindirect
PyPIsetuptools-scmindirect
PyPIsphinxindirect
PyPIsphinx-autobuildindirect
PyPIsphinx-book-themeindirect
PyPIsphinx-copybuttonindirect
PyPIsphinx-sitemapindirect
PyPIstrands-agentsindirect
PyPItwineindirect
PyPIuvicornindirect
Dependency advisories 3

This repository publishes no package the index resolves, so its own dependency graph was assessed — 225 packages, which also include development and test pins that never ship: 3 carry known advisories, of which 1 are direct. 13 could not be assessed — no resolved version, an unsupported ecosystem, or beyond the reported package list.

PackageVersionRelationSeverityAdvisoriesFixed in
pyo30.22.6directhigh50.29.0
rkyv0.7.46indirectunknown10.8.17
smartstring1.0.1indirectunknown1

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.

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Missing data is excluded and weights renormalized, never scored as zero. Methodology is versioned and open: metrics v2.10.0, schema v0.31.0 — full methodology · metrics wiki.

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