Public record
Software health reportschema 0.27.0 · metrics 1.13.0 · 2026-07-29 15:22 UTC

dotnet / WatsonTcp

WatsonTcp is the easiest way to build TCP-based clients and servers in C#.

C#MIT★ 672 stars⑂ 131 forkssince Nov 2016View on GitHub ↗

dotnet/WatsonTcp holds a health index of 29 out of 100, placing it in the Critical band. It scores highest on Community & Adoption (78/100) and lowest on Security (38/100). It was last updated today. 2 contributors account for most of its recent work.

29
overall / 100
Critical

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.

29
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.

High-Risk Jurisdiction Policy applies a 50% multiplier to weighted overall health and gives it an At risk ceiling of 49.

Ownership

.NET PlatformOrganization
23,064 followers278 public repossince Oct 2014

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

Metrics by category

Vitality

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

59Moderate · 22% of overall
How it's scored
36/36Push recency — last push 0 days ago
5.5/36Commit cadence — 8/52 weeks with commits
12.2/18Commit volume — 22 commits in the last year
10/10OpenSSF Scorecard: Maintained — 15 commit(s) and 5 issue activity found in the last 90 days -- score normalized to 10
Inputs used
commits_last_year22
human_commit_share1
days_since_last_push0
active_weeks_last_year8
How it's scored
27/27Ships releases — 2 releases published
0/36Release recency — latest release 2,519 days ago
19.8/27Release cadence — a release every ~62.1 days
0/10OpenSSF Scorecard: Signed-Releases — no data
Inputs used
releases_count2
latest_release_tag2.0.0
releases_from_tagsno
days_since_latest_release2,519
mean_days_between_releases62.1
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?

78Good · 18% of overall
How it's scored
45.9/60Stars — 672 stars
17.6/25Forks — 131 forks
7.8/15Watchers — 26 watchers
Inputs used
forks131
stars672
watchers26
growth_stateunverified
growth_factor_pct100
growth_unverified_reasonno_history

Community health

85Excellent
How it's scored
22.5/22.5README
22.5/22.5License — recognized license (MIT)
18/18CONTRIBUTING guide
13.5/13.5Code of conduct
0/7.2Issue template
0/6.3PR template
Inputs used
has_readmeyes
has_licenseyes
has_contributingyes
has_issue_templateno
has_code_of_conductyes
has_pull_request_templateno

Sustainability & Governance

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

70Good · 24% of overall
How it's scored
25.2/54Bus factor — 2 contributor(s) cover half of all commits
11.5/22.5Commit distribution — top contributor authored 49% of commits
13.5/13.5Contributor breadth — 20 contributors
6/10OpenSSF Scorecard: Contributors — project has 2 contributing companies or organizations -- score normalized to 6
Inputs used
bus_factor2
contributors_sampled20
top_contributor_share0.488
How it's scored
46.8/46.8Issue resolution — 100% of issues closed
28.5/38.3PR acceptance — 41/55 decided PRs merged
1.5/15OpenSSF Scorecard: Code-Review — Found 4/23 approved changesets -- score normalized to 1
Inputs used
merged_prs41
open_issues0
closed_issues199
issue_closed_ratio1
closed_unmerged_prs14
How it's scored
30/30Ownership backing — organization-owned
0/20Verified domain
25/25Owner reach — 23,064 followers of dotnet
25/25Track record — 278 public repos, account ~11 yr old
Inputs used
followers23,064
owner_typeOrganization
is_verified
owner_logindotnet
public_repos278
account_age_days4,309

Engineering Quality

Are baseline engineering and documentation practices in place?

43At risk · 20% of overall
How it's scored
24/24CI workflows — 1 workflow(s)
0/24Tests present
0/16Linter config
0/9.6Pre-commit hooks
6.4/6.4.editorconfig
2/20OpenSSF Scorecard: CI-Tests — 1 out of 7 merged PRs checked by a CI test -- score normalized to 1
Inputs used
has_ciyes
has_testsno
has_editorconfigyes
has_linter_configno
has_precommit_configno

Documentation

60Moderate
How it's scored
30/30README
0/25Documentation directory
0/15Documentation / homepage site
10/10Repository description
10/10Topics — 14 topics
10/10Wiki
Inputs used
topicstcp, messaging, framing, rpc, api, server, client, ssl, ssl-support, mono-environments, mono, nuget, async-tcp-server, tls
has_wikiyes
homepage
has_readmeyes
has_docs_dirno
has_descriptionyes

Security

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

38At risk · 16% of overall
How it's scored
7.5/7.5Binary-Artifacts — no binaries found in the repo
4.5/7.5Branch-Protection — branch protection is not maximal on development and all release branches
0.2/2.5CI-Tests — 1 out of 7 merged PRs checked by a CI test -- score normalized to 1
0/2.5CII-Best-Practices — no effort to earn an OpenSSF best practices badge detected
0.8/7.5Code-Review — Found 4/23 approved changesets -- score normalized to 1
1.5/2.5Contributors — project has 2 contributing companies or organizations -- score normalized to 6
10/10Dangerous-Workflow — no dangerous workflow patterns detected
0/7.5Dependency-Update-Tool — no update tool detected
0/5Fuzzing — project is not fuzzed
2.5/2.5License — license file detected
7.5/7.5Maintained — 15 commit(s) and 5 issue activity found in the last 90 days -- score normalized to 10
0/5Packaging — no data
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
7.5/7.5Vulnerabilities — 0 existing vulnerabilities detected
Inputs used
sourceopenssf_scorecard
checks_evaluated16
scorecard_versionv5.5.0
checks_inconclusive2
scorecard_aggregate4.5
high_risk_jurisdiction_cap49
high_risk_jurisdiction_multiplier50
security_posture_after_multiplier22
security_posture_before_jurisdiction45
Excluded from scoring (no data or not applicable): packaging, signed_releases. Remaining weights renormalized. High-Risk Jurisdiction Policy applies a 50% multiplier and gives Security posture an At risk ceiling of 49.
How it's scored
35/35Direct dependencies free of known advisories — no direct dependency carries a known advisory
0/25Indirect dependencies free of known advisories — transitive set not separable from development and test dependencies in this scope
0/40No advisories left outstanding — no advisory carries a publication date
Inputs used
sourceosv
advisories0
affected_packages0
assessed_packages8
unassessed_packages4
affected_by_severitynone
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 8 resolved dependencies against OSV. 4 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? An independent, experimental badge — weight 0.0, so it is surfaced on its own and does not affect the overall health score.

48At risk · 0% of overall
How it's scored
45/45Agent instructions — CLAUDE.md
0/15Machine-readable docs (llms.txt)
10.1/40Legible commit history — 19 of 100 human commits state their intent (structured subject or explanatory body)
Inputs used
has_llms_txtno
legible_history_share0.19
agent_instruction_filesCLAUDE.md
agent_instruction_max_bytes6,994
How it's scored
12.6/18One-command bootstrap — src/Test.Automated/Test.Automated.csproj, src/Test.Client/Test.Client.csproj, src/Test.ClientStream/Test.ClientStream.csproj (toolchain convention, no task runner)
0/22Automated tests
0/11Lint / format config
11/11Static type checking — C# (statically typed)
0/10Reproducible environment
0/10Demonstrated agent practice — no agent-authored commits among the last 100
0/8Automated maintenance — no automated dependency updates observed
0/10OpenSSF Scorecard: Pinned-Dependencies — dependency not pinned by hash detected -- score normalized to 0
Inputs used
has_nixno
has_testsno
lockfiles
has_dockerfileno
typed_languageyes
bootstrap_files
has_devcontainerno
has_linter_configno
typecheck_configs
agent_commit_share0
toolchain_manifestssrc/Test.Automated/Test.Automated.csproj, src/Test.Client/Test.Client.csproj, src/Test.ClientStream/Test.ClientStream.csproj, src/Test.Deadlock/Test.Deadlock.csproj, src/Test.FastDisconnect/Test.FastDisconnect.csproj, src/Test.FileTransfer/Test.FileTransfer.csproj, src/Test.LargeMessages/Test.LargeMessages.csproj, src/Test.MaxConnections/Test.MaxConnections.csproj, src/Test.Metadata/Test.Metadata.csproj, src/Test.MultiClient/Test.MultiClient.csproj, src/Test.MultiThread/Test.MultiThread.csproj, src/Test.NUnit/Test.NUnit.csproj, src/Test.NonExistentServer/Test.NonExistentServer.csproj, src/Test.Parallel/Test.Parallel.csproj, src/Test.PartialStream/Test.PartialStream.csproj, src/Test.PerformanceBenchmark/Test.PerformanceBenchmark.csproj, src/Test.Reconnect/Test.Reconnect.csproj, src/Test.Server/Test.Server.csproj, src/Test.ServerStream/Test.ServerStream.csproj, src/Test.Shared/Test.Shared.csproj, src/Test.SyncMessages/Test.SyncMessages.csproj, src/Test.Throughput/Test.Throughput.csproj, src/Test.TimeoutRecovery/Test.TimeoutRecovery.csproj, src/Test.WinFormClient/Test.WinFormClient.csproj, src/Test.WinFormServer/Test.WinFormServer.csproj, src/Test.XUnit/Test.XUnit.csproj, src/WatsonTcp/WatsonTcp.csproj
dependency_bot_commit_share0
How it's scored
45/45Type-checkable code — C# (statically typed)
53.2/55Manageable file sizes — 3/94 source files over 60KB
Inputs used
primary_languageC#
largest_source_bytes127,157
source_files_sampled94
oversized_source_files3

Key facts

672GitHub stars
20contributors
22commits, last 12 months
0days since last push
2releases
2bus factor
0open issues
package ecosystems

Data collection warnings

  • Star history unavailable: GitHub GraphQL error: Resource not accessible by personal access token

More detail

Star and fork history 0 ★ / 131 ⇿
0Stars
131Forks
2Releases

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.

025507510012515013032017-022021-102026-07
Major 1Minor 0Patch 1

Each point covers 9 days.

OpenSSF Scorecard 4.5 / 10
4.5aggregate

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 · 2026-07-29 15:21 UTC

10Binary-Artifactsno binaries found in the repo
6Branch-Protectionbranch protection is not maximal on development and all release branches
1CI-Tests1 out of 7 merged PRs checked by a CI test -- score normalized to 1
0CII-Best-Practicesno effort to earn an OpenSSF best practices badge detected
1Code-ReviewFound 4/23 approved changesets -- score normalized to 1
6Contributorsproject has 2 contributing companies or organizations -- score normalized to 6
10Dangerous-Workflowno dangerous workflow patterns detected
0Dependency-Update-Toolno update tool detected
0Fuzzingproject is not fuzzed
10Licenselicense file detected
10Maintained15 commit(s) and 5 issue activity found in the last 90 days -- score normalized to 10
n/aPackagingpackaging workflow not 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
10Vulnerabilities0 existing vulnerabilities detected
Direct dependencies 30
RegistryPackageVersion constraintManifest
NuGetTouchstone.Cli$(TouchstoneVersion)src/Test.Automated/Test.Automated.csproj
NuGetInputty1.0.12src/Test.Client/Test.Client.csproj
NuGetSystem.Text.Json9.0.10src/Test.Client/Test.Client.csproj
NuGetInputty1.0.12src/Test.ClientStream/Test.ClientStream.csproj
NuGetSystem.Text.Json9.0.10src/Test.ClientStream/Test.ClientStream.csproj
NuGetSystem.Text.Json9.0.10src/Test.Deadlock/Test.Deadlock.csproj
NuGetSystem.Text.Json9.0.10src/Test.FastDisconnect/Test.FastDisconnect.csproj
NuGetInputty1.0.12src/Test.FileTransfer/Test.FileTransfer.csproj
NuGetSystem.Text.Json9.0.10src/Test.FileTransfer/Test.FileTransfer.csproj
NuGetSystem.Text.Json9.0.10src/Test.LargeMessages/Test.LargeMessages.csproj
NuGetInputty1.0.12src/Test.MaxConnections/Test.MaxConnections.csproj
NuGetSystem.Text.Json9.0.10src/Test.MaxConnections/Test.MaxConnections.csproj
NuGetSystem.Text.Json9.0.10src/Test.Metadata/Test.Metadata.csproj
NuGetSystem.Text.Json9.0.10src/Test.MultiClient/Test.MultiClient.csproj
NuGetSystem.Text.Json9.0.10src/Test.MultiThread/Test.MultiThread.csproj
NuGetMicrosoft.NET.Test.Sdk17.12.0src/Test.NUnit/Test.NUnit.csproj
NuGetNUnit4.3.2src/Test.NUnit/Test.NUnit.csproj
NuGetNUnit3TestAdapter4.6.0src/Test.NUnit/Test.NUnit.csproj
NuGetTouchstone.NunitAdapter$(TouchstoneVersion)src/Test.NUnit/Test.NUnit.csproj
NuGetSystem.Text.Json9.0.10src/Test.NonExistentServer/Test.NonExistentServer.csproj
NuGetInputty1.0.12src/Test.Parallel/Test.Parallel.csproj
NuGetSystem.Text.Json9.0.10src/Test.Parallel/Test.Parallel.csproj
NuGetSystem.Text.Json9.0.10src/Test.PartialStream/Test.PartialStream.csproj
NuGetSystem.Text.Json9.0.10src/Test.Reconnect/Test.Reconnect.csproj
NuGetInputty1.0.12src/Test.Server/Test.Server.csproj
NuGetSystem.Text.Json9.0.10src/Test.Server/Test.Server.csproj
NuGetInputty1.0.12src/Test.ServerStream/Test.ServerStream.csproj
NuGetSystem.Text.Json9.0.10src/Test.ServerStream/Test.ServerStream.csproj
NuGetSystem.Text.Json9.0.10src/Test.Shared/Test.Shared.csproj
NuGetTouchstone.Core$(TouchstoneVersion)src/Test.Shared/Test.Shared.csproj
All dependencies 12

Full resolved dependency set from the GitHub dependency graph: 8 direct and 4 indirect (transitive) packages. The transitive closure is complete when the repository commits a lockfile.

RegistryPackageVersionRelation
NuGetInputty1.0.12direct
NuGetMicrosoft.NET.Test.Sdk17.12.0direct
NuGetNUnit4.3.2direct
NuGetNUnit3TestAdapter4.6.0direct
NuGetSystem.Text.Json9.0.10direct
NuGetTouchstone.Clidirect
NuGetTouchstone.Coredirect
NuGetTouchstone.NunitAdapterdirect
NuGetNewtonsoft.Json13.0.3indirect
NuGetTouchstone.XunitAdapterindirect
NuGetxunit2.9.3indirect
NuGetxunit.runner.visualstudio2.8.2indirect
Dependency advisories 0

This repository publishes no package the index resolves, so its own dependency graph was assessed — 8 packages, which also include development and test pins that never ship: 0 carry known advisories, of which 0 are direct. 4 could not be assessed — no resolved version, an unsupported ecosystem, or beyond the reported package list.

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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                "key": "owner_reach",
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        ],
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              {
                "key": "security_policy",
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              },
              {
                "key": "signed_releases",
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                "max_points": 7.5
              },
              {
                "key": "token_permissions",
                "name": "Token-Permissions",
                "detail": "detected GitHub workflow tokens with excessive permissions",
                "points": 0,
                "status": "missed",
                "details": [],
                "max_points": 7.5
              },
              {
                "key": "vulnerabilities",
                "name": "Vulnerabilities",
                "detail": "0 existing vulnerabilities detected",
                "points": 7.5,
                "status": "met",
                "details": [],
                "max_points": 7.5
              }
            ]
          },
          {
            "key": "dependency_advisories",
            "band": "excellent",
            "name": "Dependency advisories",
            "note": "Excluded from scoring (no data or not applicable): Indirect dependencies free of known advisories, No advisories left outstanding. Remaining weights renormalized. Matched 8 resolved dependencies against OSV; 4 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.",
            "notes": [
              {
                "code": "excluded_no_data",
                "params": {
                  "components": [
                    "indirect_dependencies_free_of_known_advisories",
                    "no_advisories_left_outstanding"
                  ]
                }
              },
              {
                "code": "weights_renormalized",
                "params": {}
              },
              {
                "code": "advisories_scope_repository",
                "params": {
                  "assessed": 8
                }
              },
              {
                "code": "advisories_unassessed",
                "params": {
                  "count": 4
                }
              },
              {
                "code": "advisories_repo_graph_caveat",
                "params": {}
              },
              {
                "code": "advisories_reachability",
                "params": {}
              }
            ],
            "value": 100,
            "inputs": {
              "source": "osv",
              "advisories": 0,
              "affected_packages": 0,
              "assessed_packages": 8,
              "unassessed_packages": 4,
              "affected_by_severity": "none",
              "direct_affected_packages": 0
            },
            "components": [
              {
                "key": "direct_dependencies_free_of_known_advisories",
                "name": "Direct dependencies free of known advisories",
                "detail": "no direct dependency carries a known advisory",
                "points": 35,
                "status": "met",
                "details": [
                  {
                    "code": "no_direct_advisories",
                    "params": {}
                  }
                ],
                "max_points": 35
              },
              {
                "key": "indirect_dependencies_free_of_known_advisories",
                "name": "Indirect dependencies free of known advisories",
                "detail": "transitive set not separable from development and test dependencies in this scope",
                "points": 0,
                "status": "excluded",
                "details": [
                  {
                    "code": "advisories_scope_not_separable",
                    "params": {}
                  }
                ],
                "max_points": 25
              },
              {
                "key": "no_advisories_left_outstanding",
                "name": "No advisories left outstanding",
                "detail": "no advisory carries a publication date",
                "points": 0,
                "status": "excluded",
                "details": [
                  {
                    "code": "advisories_no_publication_date",
                    "params": {}
                  }
                ],
                "max_points": 40
              }
            ]
          },
          {
            "key": "malicious_dependencies",
            "band": "excellent",
            "name": "Malicious dependencies",
            "note": null,
            "notes": [],
            "value": 100,
            "inputs": {
              "source": "osv",
              "meaning": "reported as a malicious package by the OpenSSF corpus; the remedy is removal or moving off the compromised name, never an upgrade of the same artifact. Versions the registry has since pulled are listed but not scored",
              "packages": [],
              "red_flag": false,
              "assessed_packages": 8,
              "malicious_packages": 0,
              "direct_malicious_packages": 0,
              "withdrawn_malicious_packages": 0,
              "installable_malicious_packages": 0
            },
            "components": [
              {
                "key": "no_dependency_reported_as_a_malicious_package",
                "name": "No dependency reported as a malicious package",
                "detail": "no dependency is reported as a malicious package",
                "points": 100,
                "status": "met",
                "details": [
                  {
                    "code": "no_malicious_dependencies",
                    "params": {}
                  }
                ],
                "max_points": 100
              }
            ]
          },
          {
            "key": "high_risk_jurisdiction_exposure",
            "band": "moderate",
            "name": "High-Risk Jurisdiction Exposure",
            "note": "Only high-confidence self-published location evidence affects this multiplier. Ambiguous matches are review-only; country evidence is not proof of nationality, citizenship, legal registration, malicious intent, or sanctions status.",
            "notes": [
              {
                "code": "jurisdiction_evidence_limits",
                "params": {}
              }
            ],
            "value": 50,
            "inputs": {
              "meaning": "self-published location evidence; not nationality or citizenship",
              "red_flag": true,
              "exposures": [
                {
                  "role": "top_contributor",
                  "count": 1,
                  "country": "Iran"
                }
              ],
              "policy_countries": [
                "Russia",
                "Iran",
                "North Korea"
              ],
              "review_only_matches": 0,
              "assessed_self_published_locations": 6
            },
            "components": [
              {
                "key": "policy_exposure_multiplier",
                "name": "Policy exposure multiplier",
                "detail": "Iran: top_contributor (1)",
                "points": 50,
                "status": "partial",
                "details": [
                  {
                    "code": "jurisdiction_exposure",
                    "params": {
                      "role": "top_contributor",
                      "count": 1,
                      "country": "Iran"
                    }
                  }
                ],
                "max_points": 100
              }
            ]
          }
        ],
        "description": "Are visible security and supply-chain practices strong, with no malicious dependency and no unresolved high-risk jurisdiction exposure?"
      },
      {
        "key": "ai_readiness",
        "band": "at_risk",
        "name": "AI Readiness",
        "value": 48,
        "weight": 0,
        "metrics": [
          {
            "key": "ai_agent_context",
            "band": "moderate",
            "name": "Agent context & guidance",
            "note": null,
            "notes": [],
            "value": 55,
            "inputs": {
              "has_llms_txt": false,
              "legible_history_share": 0.19,
              "agent_instruction_files": [
                "CLAUDE.md"
              ],
              "agent_instruction_max_bytes": 6994
            },
            "components": [
              {
                "key": "agent_instructions",
                "name": "Agent instructions",
                "detail": "CLAUDE.md",
                "points": 45,
                "status": "met",
                "details": [
                  {
                    "code": "file_list",
                    "params": {
                      "files": "CLAUDE.md"
                    }
                  }
                ],
                "max_points": 45
              },
              {
                "key": "machine_readable_docs_llms_txt",
                "name": "Machine-readable docs (llms.txt)",
                "detail": null,
                "points": 0,
                "status": "missed",
                "details": [],
                "max_points": 15
              },
              {
                "key": "legible_commit_history",
                "name": "Legible commit history",
                "detail": "19 of 100 human commits state their intent (structured subject or explanatory body)",
                "points": 10.1,
                "status": "partial",
                "details": [
                  {
                    "code": "legible_history",
                    "params": {
                      "legible": 19,
                      "sampled": 100
                    }
                  }
                ],
                "max_points": 40
              }
            ]
          },
          {
            "key": "ai_verify_loop",
            "band": "critical",
            "name": "Verify loop (build / test / typecheck)",
            "note": null,
            "notes": [],
            "value": 24,
            "inputs": {
              "has_nix": false,
              "has_tests": false,
              "lockfiles": [],
              "has_dockerfile": false,
              "typed_language": true,
              "bootstrap_files": [],
              "has_devcontainer": false,
              "has_linter_config": false,
              "typecheck_configs": [],
              "agent_commit_share": 0,
              "toolchain_manifests": [
                "src/Test.Automated/Test.Automated.csproj",
                "src/Test.Client/Test.Client.csproj",
                "src/Test.ClientStream/Test.ClientStream.csproj",
                "src/Test.Deadlock/Test.Deadlock.csproj",
                "src/Test.FastDisconnect/Test.FastDisconnect.csproj",
                "src/Test.FileTransfer/Test.FileTransfer.csproj",
                "src/Test.LargeMessages/Test.LargeMessages.csproj",
                "src/Test.MaxConnections/Test.MaxConnections.csproj",
                "src/Test.Metadata/Test.Metadata.csproj",
                "src/Test.MultiClient/Test.MultiClient.csproj",
                "src/Test.MultiThread/Test.MultiThread.csproj",
                "src/Test.NUnit/Test.NUnit.csproj",
                "src/Test.NonExistentServer/Test.NonExistentServer.csproj",
                "src/Test.Parallel/Test.Parallel.csproj",
                "src/Test.PartialStream/Test.PartialStream.csproj",
                "src/Test.PerformanceBenchmark/Test.PerformanceBenchmark.csproj",
                "src/Test.Reconnect/Test.Reconnect.csproj",
                "src/Test.Server/Test.Server.csproj",
                "src/Test.ServerStream/Test.ServerStream.csproj",
                "src/Test.Shared/Test.Shared.csproj",
                "src/Test.SyncMessages/Test.SyncMessages.csproj",
                "src/Test.Throughput/Test.Throughput.csproj",
                "src/Test.TimeoutRecovery/Test.TimeoutRecovery.csproj",
                "src/Test.WinFormClient/Test.WinFormClient.csproj",
                "src/Test.WinFormServer/Test.WinFormServer.csproj",
                "src/Test.XUnit/Test.XUnit.csproj",
                "src/WatsonTcp/WatsonTcp.csproj"
              ],
              "dependency_bot_commit_share": 0
            },
            "components": [
              {
                "key": "one_command_bootstrap",
                "name": "One-command bootstrap",
                "detail": "src/Test.Automated/Test.Automated.csproj, src/Test.Client/Test.Client.csproj, src/Test.ClientStream/Test.ClientStream.csproj (toolchain convention, no task runner)",
                "points": 12.6,
                "status": "partial",
                "details": [
                  {
                    "code": "toolchain_convention",
                    "params": {
                      "files": "src/Test.Automated/Test.Automated.csproj, src/Test.Client/Test.Client.csproj, src/Test.ClientStream/Test.ClientStream.csproj"
                    }
                  }
                ],
                "max_points": 18
              },
              {
                "key": "automated_tests",
                "name": "Automated tests",
                "detail": null,
                "points": 0,
                "status": "missed",
                "details": [],
                "max_points": 22
              },
              {
                "key": "lint_format_config",
                "name": "Lint / format config",
                "detail": null,
                "points": 0,
                "status": "missed",
                "details": [],
                "max_points": 11
              },
              {
                "key": "static_type_checking",
                "name": "Static type checking",
                "detail": "C# (statically typed)",
                "points": 11,
                "status": "met",
                "details": [
                  {
                    "code": "statically_typed_language",
                    "params": {
                      "language": "C#"
                    }
                  }
                ],
                "max_points": 11
              },
              {
                "key": "reproducible_environment",
                "name": "Reproducible environment",
                "detail": null,
                "points": 0,
                "status": "missed",
                "details": [],
                "max_points": 10
              },
              {
                "key": "demonstrated_agent_practice",
                "name": "Demonstrated agent practice",
                "detail": "no agent-authored commits among the last 100",
                "points": 0,
                "status": "missed",
                "details": [
                  {
                    "code": "no_agent_authored_commits",
                    "params": {
                      "sampled": 100
                    }
                  }
                ],
                "max_points": 10
              },
              {
                "key": "automated_maintenance",
                "name": "Automated maintenance",
                "detail": "no automated dependency updates observed",
                "points": 0,
                "status": "missed",
                "details": [
                  {
                    "code": "no_dependency_automation",
                    "params": {}
                  }
                ],
                "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": "excellent",
            "name": "Code legibility for models",
            "note": null,
            "notes": [],
            "value": 98,
            "inputs": {
              "primary_language": "C#",
              "largest_source_bytes": 127157,
              "source_files_sampled": 94,
              "oversized_source_files": 3
            },
            "components": [
              {
                "key": "type_checkable_code",
                "name": "Type-checkable code",
                "detail": "C# (statically typed)",
                "points": 45,
                "status": "met",
                "details": [
                  {
                    "code": "statically_typed_language",
                    "params": {
                      "language": "C#"
                    }
                  }
                ],
                "max_points": 45
              },
              {
                "key": "manageable_file_sizes",
                "name": "Manageable file sizes",
                "detail": "3/94 source files over 60KB",
                "points": 53.2,
                "status": "partial",
                "details": [
                  {
                    "code": "oversized_source_files",
                    "params": {
                      "kb": 60,
                      "sampled": 94,
                      "oversized": 3
                    }
                  }
                ],
                "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": [
    "Star history unavailable: GitHub GraphQL error: Resource not accessible by personal access token"
  ],
  "report_type": "repository",
  "generated_at": "2026-07-29T15:22:01.159564Z",
  "schema_version": "0.27.0",
  "badge_url": "https://raw.githubusercontent.com/inspect-software/badges/main/v1/d/dotnet/WatsonTcp.svg",
  "full_name": "dotnet/WatsonTcp",
  "license_state": "standard",
  "license_spdx": "MIT"
}

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.