Public record
Software health reportschema 0.34.0 · metrics 2.10.0 · 2026-08-26 22:55 UTC

damianvtran / local-operator

AI agents platform that gives you a workspace with an integrated team of personal assistants that can work behind the scenes to handle daily monotonous tasks.

PythonMIT★ 209 stars⑂ 28 forkssince Jan 2025View on GitHub ↗
KindNetwork serviceCommand-line toolMCP serverTerminal interfacehow this is determined

damianvtran/local-operator holds a health index of 80 out of 100, placing it in the Excellent band. It scores highest on Engineering Quality (89/100) and lowest on Sustainability & Governance (47/100). It was last updated today. A single contributor accounts for most of its recent work.

80
overall / 100
Excellent

Software health index

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

80
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 68 is calibrated to 80 on the published index scale (record calibration 2026-08-02).

Ownership

Damian TranPersonal account
20 followers5 public repossince Jun 2024Minerva

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
PyPIlocal-operator0.41.85,1851850 days agolocalagentexecutionoperatoragent-to-agentagenticlocal-firstaiproactive

Metrics by category

Vitality

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

77Good · 21% of overall
How it's scored
36/36Push recencylast push 0 days ago
4.2/36Commit cadence6/52 weeks with commits
18/18Commit volume389 commits in the last year
10/10OpenSSF Scorecard: Maintained30 commit(s) and 18 issue activity found in the last 90 days -- score normalized to 10
Inputs used
commits_last_year389
human_commit_share1
days_since_last_push0
active_weeks_last_year6
How it's scored
27/27Ships releases100 releases published
36/36Release recencylatest release 0 days ago
27/27Release cadencea release every ~0 days
0/10OpenSSF Scorecard: Signed-ReleasesProject has not signed or included provenance with any releases.
Inputs used
releases_count100
latest_release_tagv0.41.8
releases_from_tagsno
days_since_latest_release0
mean_days_between_releases0

Community & Adoption

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

69Good · 17% of overall
How it's scored
37.6/60Stars209 stars
11.9/25Forks28 forks
3.9/15Watchers6 watchers
Inputs used
forks28
stars209
watchers6
growth_stateunverified
growth_factor_pct100
growth_unverified_reasonno_history

Community health

92Excellent
How it's scored
22.5/22.5README
22.5/22.5Licenserecognized license (MIT)
18/18CONTRIBUTING guide
13.5/13.5Code of conduct
0/7.2Issue template
6.3/6.3PR template
Inputs used
has_readmeyes
has_licenseyes
readme_badges0
has_contributingyes
has_issue_templateno
has_code_of_conductyes
readme_badge_services
has_pull_request_templateyes
How it's scored
49.5/80Monthly downloads5,185 downloads/month across pypi
0/20Registry dependentsnot reported by this ecosystem
Inputs used
packageslocal-operator
dependents
ecosystemspypi
total_downloads
monthly_downloads5,185
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?

47Weak · 23% of overall
How it's scored
9/54Bus factor1 contributor(s) cover half of all commits
0.2/22.5Commit distributiontop contributor authored 99% of commits
4.1/13.5Contributor breadth3 contributors
3/10OpenSSF Scorecard: Contributorsproject has 1 contributing companies or organizations -- score normalized to 3
Inputs used
bus_factor1
contributors_sampled3
top_contributor_share0.991
How it's scored
14/42Issue resolution33% of issues closed
29.3/30PR acceptance295/302 decided PRs merged
0/13Newcomer PR acceptanceno first-time contributor's PR decided in 30d
0/15OpenSSF Scorecard: Code-ReviewFound 0/30 approved changesets -- score normalized to 0
Inputs used
merged_prs295
open_issues20
closed_issues10
prs_merged_7d59
prs_decided_7d60
prs_merged_30d59
prs_decided_30d60
issue_closed_ratio0.333
closed_unmerged_prs7
first_time_authors_30d0
first_time_prs_merged_30d0
first_time_prs_decided_30d0
Excluded from scoring (no data or not applicable): Newcomer PR acceptance. Remaining weights renormalized.
How it's scored
10/30Ownership backingpersonal (user) account
0/20Verified domainnot applicable to user accounts
9.5/25Owner reach20 followers of damianvtran
10/25Track record5 public repos, account ~2 yr old
Inputs used
followers20
owner_typeUser
is_verified
owner_logindamianvtran
public_repos5
account_age_days793
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 0 days ago
20/20Version history185 published versions
20/20Not deprecatedactive, not deprecated or yanked
Inputs used
packageslocal-operator
ecosystemspypi
any_deprecatedno
min_days_since_publish0

Engineering Quality

Are baseline engineering and documentation practices in place?

89Excellent · 19% of overall
How it's scored
24/24CI workflows5 workflow(s)
24/24Tests present
16/16Linter config.flake8, pyproject.toml ([tool.pylint], [tool.black], [tool.isort])
0/9.6Pre-commit hooks
0/6.4.editorconfig
18/20OpenSSF Scorecard: CI-Tests29 out of 30 merged PRs checked by a CI test -- score normalized to 9
Inputs used
has_ciyes
has_testsyes
has_editorconfigno
has_linter_configyes
has_precommit_configno

Documentation

100Exceptional
How it's scored
30/30README
25/25Documentation directory
15/15Documentation / homepage sitehttps://local-operator.com
10/10Repository description
10/10Topics9 topics
10/10Wiki
Inputs used
topicsagentic-ai, cli, local, agents, ai, llm, agent-to-agent, personal-assistants, proactive-ai
has_wikiyes
homepagehttps://local-operator.com
docs_sitehttps://local-operator.com
has_readmeyes
has_docs_diryes
has_descriptionyes

Security

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

57Moderate · 16% of overall
How it's scored
7.5/7.5Binary-Artifactsno binaries found in the repo
0.8/7.5Branch-Protectionbranch protection is not maximal on development and all release branches
2.2/2.5CI-Tests29 out of 30 merged PRs checked by a CI test -- score normalized to 9
0/2.5CII-Best-Practicesno effort to earn an OpenSSF best practices badge detected
0/7.5Code-ReviewFound 0/30 approved changesets -- score normalized to 0
0.8/2.5Contributorsproject has 1 contributing companies or organizations -- score normalized to 3
10/10Dangerous-Workflowno dangerous workflow patterns detected
0/7.5Dependency-Update-Toolno update tool detected
0/5Fuzzingproject is not fuzzed
2.5/2.5Licenselicense file detected
7.5/7.5Maintained30 commit(s) and 18 issue activity found in the last 90 days -- score normalized to 10
5/5Packagingpackaging workflow detected
0.5/5Pinned-Dependenciesdependency not pinned by hash detected -- score normalized to 1
0/5SASTSAST tool is not run on all commits -- score normalized to 0
5/5Security-Policysecurity policy file detected
0/7.5Signed-ReleasesProject has not signed or included provenance with any releases.
0/7.5Token-Permissionsdetected GitHub workflow tokens with excessive permissions
6.8/7.5Vulnerabilities1 existing vulnerabilities detected
Inputs used
sourceopenssf_scorecard
checks_evaluated18
scorecard_versionv5.5.0
checks_inconclusive0
scorecard_aggregate4.6

Dependency advisories

100Exceptional
How it's scored
35/35Direct dependencies free of known advisoriesno direct dependency carries a known advisory
0/25Indirect dependencies free of known advisoriestransitive set not separable from development and test dependencies in this scope
0/40No advisories left outstandingno advisory carries a publication date
Inputs used
sourceosv
advisories1
affected_packages1
assessed_packages267
unassessed_packages11
affected_by_severitylow 1
direct_affected_packages0
Excluded from scoring (no data or not applicable): Indirect dependencies free of known advisories, No advisories left outstanding. Remaining weights renormalized. Matched 267 resolved dependencies against OSV. 11 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.

81Excellent · 4% of overall
How it's scored
45/45Agent instructionsAGENTS.md
0/15Machine-readable docs (llms.txt)
40/40Legible commit history100 of 100 human commits state their intent (structured subject or explanatory body)
Inputs used
has_llms_txtno
llms_txt_url
legible_history_share1
agent_instruction_filesAGENTS.md
agent_instruction_max_bytes19,493
How it's scored
18/18One-command bootstrapMakefile
22/22Automated tests
11/11Lint / format config.flake8, pyproject.toml ([tool.pylint], [tool.black], [tool.isort])
11/11Static type checkingextension/tsconfig.json, local_operator/mobile/web/tsconfig.json
10/10Reproducible environmentDockerfile, Nix, lockfile
0/10Demonstrated agent practiceno agent-authored commits among the last 100
0/8Automated maintenanceno automated dependency updates observed
1/10OpenSSF Scorecard: Pinned-Dependenciesdependency not pinned by hash detected -- score normalized to 1
Inputs used
has_nixyes
has_testsyes
lockfilespnpm-lock.yaml
has_dockerfileyes
typed_languageno
bootstrap_filesMakefile
has_devcontainerno
has_linter_configyes
typecheck_configsextension/tsconfig.json, local_operator/mobile/web/tsconfig.json
agent_commit_share0
toolchain_manifests
dependency_bot_commit_share0
How it's scored
27/45Type-checkable codePython with type-check config (extension/tsconfig.json, local_operator/mobile/web/tsconfig.json)
49.6/55Manageable file sizes63/642 source files over 60KB
Inputs used
primary_languagePython
largest_source_bytes782,518
source_files_sampled642
oversized_source_files63
How it's scored
40/40API schema (OpenAPI/GraphQL/proto)docs/openapi.json
20/20MCP server
40/40Runnable examplesexamples, notebooks
Inputs used
example_dirsexamples, notebooks
has_mcp_signalyes
api_schema_filesdocs/openapi.json
interfaces_expected_ofnetwork-service

Key facts

209GitHub stars
3contributors
389commits, last 12 months
0days since last push
100releases
1bus factor
20open issues
npm, PyPIpackage ecosystems

Data collection warnings

  • Star history unavailable: GitHub GraphQL error: Resource not accessible by personal access token
  • deps.dev does not index pypi:local-operator@0.41.8; advisories assessed against the repository dependency graph instead

More detail

Star and fork history 0 ★ / 28 ⇿
0Stars
28Forks
31Releases

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.

0510152025302832025-042025-102026-05
Major 0Minor 8Patch 23
OpenSSF Scorecard 4.6 / 10
4.6aggregate

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 · 2026-08-26 22:55 UTC

10Binary-Artifactsno binaries found in the repo
1Branch-Protectionbranch protection is not maximal on development and all release branches
9CI-Tests29 out of 30 merged PRs checked by a CI test -- score normalized to 9
0CII-Best-Practicesno effort to earn an OpenSSF best practices badge detected
0Code-ReviewFound 0/30 approved changesets -- score normalized to 0
3Contributorsproject has 1 contributing companies or organizations -- score normalized to 3
10Dangerous-Workflowno dangerous workflow patterns detected
0Dependency-Update-Toolno update tool detected
0Fuzzingproject is not fuzzed
10Licenselicense file detected
10Maintained30 commit(s) and 18 issue activity found in the last 90 days -- score normalized to 10
10Packagingpackaging workflow detected
1Pinned-Dependenciesdependency not pinned by hash detected -- score normalized to 1
0SASTSAST tool is not run on all commits -- score normalized to 0
10Security-Policysecurity policy file detected
0Signed-ReleasesProject has not signed or included provenance with any releases.
0Token-Permissionsdetected GitHub workflow tokens with excessive permissions
9Vulnerabilities1 existing vulnerabilities detected
Direct dependencies 19
RegistryPackageVersion constraintManifest
PyPIhttpx>=0.27pyproject.toml
PyPIpydantic>=2.7pyproject.toml
PyPItyping-extensions>=4.6pyproject.toml
PyPIrequests>=2.32.0pyproject.toml
PyPIpyyamlpyproject.toml
PyPIpython-dotenvpyproject.toml
PyPItextual>=8.0.0pyproject.toml
PyPIrich>=13.7pyproject.toml
PyPIpygments>=2.13pyproject.toml
PyPIfastapipyproject.toml
PyPIstarlettepyproject.toml
PyPIuvicornpyproject.toml
PyPIpython-multipartpyproject.toml
PyPIwebsockets>=15.0.1pyproject.toml
PyPIapschedulerpyproject.toml
PyPIdillpyproject.toml
PyPItiktokenpyproject.toml
PyPImcp>=1.2pyproject.toml
PyPIpillow-heifpyproject.toml
All dependencies 278

Full resolved dependency set from the GitHub dependency graph: 9 direct and 269 indirect (transitive) packages. The transitive closure is complete when the repository commits a lockfile.

RegistryPackageVersionRelation
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npmestree-walker3.0.3indirect
npmexpect-type1.4.0indirect
npmfdir6.5.0indirect
npmfsevents2.3.3indirect
npmgensync1.0.0-beta.2indirect
npmgraceful-fs4.2.11indirect
npmhappy-dom20.11.6indirect
npmjiti2.7.0indirect
npmjs-tokens4.0.0indirect
npmjs-tokens9.0.1indirect
npmjsesc3.1.0indirect
npmjson52.2.3indirect
npmlightningcss1.32.0indirect
npmlightningcss-android-arm641.32.0indirect
npmlightningcss-darwin-arm641.32.0indirect
npmlightningcss-darwin-x641.32.0indirect
npmlightningcss-freebsd-x641.32.0indirect
npmlightningcss-linux-arm-gnueabihf1.32.0indirect
npmlightningcss-linux-arm64-gnu1.32.0indirect
npmlightningcss-linux-arm64-musl1.32.0indirect
npmlightningcss-linux-x64-gnu1.32.0indirect
npmlightningcss-linux-x64-musl1.32.0indirect
npmlightningcss-win32-arm64-msvc1.32.0indirect
npmlightningcss-win32-x64-msvc1.32.0indirect
npmloupe3.2.1indirect
npmlru-cache5.1.1indirect
npmlz-string1.5.0indirect
npmmagic-string0.30.21indirect
npmms2.1.3indirect
npmnanoid3.3.18indirect
npmnode-releases2.0.53indirect
npmpathe2.0.3indirect
npmpathval2.0.1indirect
npmpicocolors1.1.1indirect
npmpicomatch4.0.5indirect
npmpostcss8.5.26indirect
npmpretty-format27.5.1indirect
npmreact19.2.8indirect
npmreact-dom19.2.8indirect
npmreact-is17.0.2indirect
npmreact-refresh0.17.0indirect
npmrollup4.62.4indirect
npmscheduler0.27.0indirect
npmsemver6.3.1indirect
npmsiginfo2.0.0indirect
npmsource-map-js1.2.1indirect
npmstackback0.0.2indirect
npmstd-env3.10.0indirect
npmstrip-literal3.1.0indirect
npmtailwindcss4.3.3indirect
npmtapable2.3.3indirect
npmtinybench2.9.0indirect
npmtinyexec0.3.2indirect
npmtinyglobby0.2.17indirect
npmtinypool1.1.1indirect
npmtinyrainbow2.0.0indirect
npmtinyspy4.0.4indirect
npmtsx4.23.12indirect
npmtypescript5.9.3indirect
npmundici-types8.3.0indirect
npmupdate-browserslist-db1.3.1indirect
npmvite6.4.3indirect
npmvite-node3.2.4indirect
npmvitest3.2.7indirect
npmwhatwg-mimetype3.0.0indirect
npmwhy-is-node-running2.3.0indirect
npmws8.21.3indirect
npmyallist3.1.1indirect
PyPIflake87.1.0indirect
PyPIjediindirect
PyPIsetuptoolsindirect
Dependency advisories 1

This repository publishes no package the index resolves, so its own dependency graph was assessed — 267 packages, which also include development and test pins that never ship: 1 carry known advisories, of which 0 are direct. 11 could not be assessed — no resolved version, an unsupported ecosystem, or beyond the reported package list.

PackageVersionRelationSeverityAdvisoriesFixed in
esbuild0.27.4indirectlow10.28.1

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

Feedback

Spotted something off in this report, or have thoughts to share? Wrong measurements, missed tooling, ideas, questions — anything is welcome. Every message is read and gets a response.

The message is kept through sign-in.

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

Missing data is excluded and weights renormalized, never scored as zero. Methodology is versioned and open: metrics v2.10.0, schema v0.34.0 — full methodology · metrics wiki.

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