Public recordWeak
Software health reportschema 0.34.0 · metrics 2.10.0 · 2026-09-20 02:38 UTC
eobi / nemesis_shield_sdks
eobi/nemesis_shield_sdks holds a health index of 42 out of 100, placing it in the Weak band. It scores highest on AI Readiness (76/100) and lowest on Community & Adoption (30/100). It was last updated 12 days ago. A single contributor accounts for most of its recent work.
42
overall / 100Software 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.
42
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)
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 45 is calibrated to 42 on the published index scale (record calibration 2026-08-02).
Ownership
Obi Ebuka ObiPersonal account
14 followers164 public repossince Oct 2014Autogon Inc
This repository is owned by a personal account. A single-owner project carries more continuity risk than an organization-backed one.
Package ecosystems
| Registry | Package | Version | Downloads / mo | Versions | Last publish | Tags |
|---|---|---|---|---|---|---|
| Go | github.com/eobi/nemesis_shield_sdks/go | v0.1.3 | - | 4 | 40 days ago | — |
| Maven | io.github.eobi:sentinel | 0.1.4 | - | 5 | 40 days ago | — |
| crates.io | nemesis-shield | 0.1.3 | 24 | 4 | 40 days ago | appsecraspruntimesecuritywafauthenticationweb-programming |
| npm | @nemesis-shield-autogon/mcp | 0.3.1 | 312 | 14 | 34 days ago | mcpmodel-context-protocolnemesis-shieldsecuritywafpositive-securitycursorclaudeai-coding |
| npm | @nemesis-shield-autogon/edge | 0.1.4 | 253 | 5 | 20 days ago | securitywafraspedgecloudflare-workersdenovercel-edgesupabasepositive-securitynemesis-shield |
| npm | @nemesis-shield-autogon/sentinel | 0.2.6 | 54 | 7 | 40 days ago | securitywafraspadrapi-securityappsecpositive-securitynemesis-shield |
| Packagist | nemesislabs/sentinelpoints to another repo — not scored | v0.1.3 | 3 | 4 | 40 days ago | securitylaravelruntimeowaspwafappsecrasppositive-security |
| npm | @nemesis-shield-autogon/learn | 0.1.1 | 29 | 2 | 47 days ago | nemesisshieldsentinelwafbehavioralbaselineapi-testinglearning |
Metrics by category
Vitality
Is the project alive — is code being written and are releases shipping?
32
Development activity
52Moderate
How it's scored
| 28.8/36 | Push recency — last push 12 days ago |
| 4.8/36 | Commit cadence — 7/52 weeks with commits |
| 18/18 | Commit volume — 138 commits in the last year |
| 0/10 | OpenSSF Scorecard: Maintained — project was created within the last 90 days. Please review its contents carefully |
Inputs used
| commits_last_year | 138 |
| human_commit_share | 1 |
| days_since_last_push | 12 |
| active_weeks_last_year | 7 |
Release discipline
1Critical
How it's scored
| 0/27 | Ships releases — no releases published |
| 0/36 | Release recency — no releases |
| 0/27 | Release cadence — no releases |
| 0/10 | OpenSSF Scorecard: Signed-Releases — no data |
Inputs used
| releases_count | 0 |
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?
30
Popularity & adoption
1Critical
How it's scored
| 0/60 | Stars — 0 stars |
| 0/25 | Forks — 1 forks |
| 0/15 | Watchers — 0 watchers |
Inputs used
| forks | 1 |
| stars | 0 |
| watchers | 0 |
| growth_state | unverified |
| growth_factor_pct | 100 |
| growth_unverified_reason | no_history |
Community health
50Moderate
How it's scored
| 22.5/22.5 | README |
| 22.5/22.5 | License — recognized license (MIT) |
| 0/18 | CONTRIBUTING guide |
| 0/13.5 | Code of conduct |
| 0/7.2 | Issue template |
| 0/6.3 | PR template |
Inputs used
| has_readme | yes |
| has_license | yes |
| readme_badges | 0 |
| has_contributing | no |
| has_issue_template | no |
| has_code_of_conduct | no |
| readme_badge_services | — |
| has_pull_request_template | no |
How it's scored
| 37.5/80 | Monthly downloads — 643 downloads/month across crates, go, maven, npm |
| 0/20 | Registry dependents — not reported by this ecosystem |
Inputs used
| packages | github.com/eobi/nemesis_shield_sdks/go, io.github.eobi:sentinel, nemesis-shield, @nemesis-shield-autogon/mcp, @nemesis-shield-autogon/edge, @nemesis-shield-autogon/sentinel |
| dependents | — |
| ecosystems | crates, go, maven, npm |
| total_downloads | 71 |
| monthly_downloads | 643 |
| unverified_packages_excluded | @nemesis-shield-autogon/learn |
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?
57
Maintainer resilience (bus factor)
16Critical
How it's scored
| 9/54 | Bus factor — 1 contributor(s) cover half of all commits |
| 0.3/22.5 | Commit distribution — top contributor authored 99% of commits |
| 4.1/13.5 | Contributor breadth — 3 contributors |
| 3/10 | OpenSSF Scorecard: Contributors — project has 1 contributing companies or organizations -- score normalized to 3 |
Inputs used
| bus_factor | 1 |
| contributors_sampled | 3 |
| top_contributor_share | 0.986 |
How it's scored
| 0/42 | Issue resolution — no issues or no data |
| 30/30 | PR acceptance — 1/1 decided PRs merged |
| 13/13 | Newcomer PR acceptance — 1/1 first-time contributors' PRs merged in 30d |
| 0/15 | OpenSSF Scorecard: Code-Review — Found 0/29 approved changesets -- score normalized to 0 |
Inputs used
| merged_prs | 1 |
| open_issues | 0 |
| closed_issues | 0 |
| prs_merged_7d | 0 |
| prs_decided_7d | 0 |
| prs_merged_30d | 1 |
| prs_decided_30d | 1 |
| issue_closed_ratio | — |
| closed_unmerged_prs | 0 |
| first_time_authors_30d | 1 |
| first_time_prs_merged_30d | 1 |
| first_time_prs_decided_30d | 1 |
Excluded from scoring (no data or not applicable): Issue resolution. Remaining weights renormalized.
Ownership & stewardship
54Moderate
How it's scored
| 10/30 | Ownership backing — personal (user) account |
| 0/20 | Verified domain — not applicable to user accounts |
| 8.5/25 | Owner reach — 14 followers of eobi |
| 25/25 | Track record — 164 public repos, account ~11 yr old |
Inputs used
| followers | 14 |
| owner_type | User |
| is_verified | — |
| owner_login | eobi |
| public_repos | 164 |
| account_age_days | 4,361 |
Excluded from scoring (no data or not applicable): Verified domain. Remaining weights renormalized.
Package maintenance
100Exceptional
How it's scored
| 25/25 | Published & resolvable — 7 package(s) on crates, go, maven, npm |
| 35/35 | Publish recency — latest publish 20 days ago |
| 20/20 | Version history — 14 published versions |
| 20/20 | Not deprecated — active, not deprecated or yanked |
Inputs used
| packages | github.com/eobi/nemesis_shield_sdks/go, io.github.eobi:sentinel, nemesis-shield, @nemesis-shield-autogon/mcp, @nemesis-shield-autogon/edge, @nemesis-shield-autogon/sentinel, @nemesis-shield-autogon/learn |
| ecosystems | crates, go, maven, npm |
| any_deprecated | no |
| min_days_since_publish | 20 |
Engineering Quality
Are baseline engineering and documentation practices in place?
51
Engineering practices
48Weak
How it's scored
| 24/24 | CI workflows — 2 workflow(s) |
| 24/24 | Tests present |
| 0/16 | Linter config |
| 0/9.6 | Pre-commit hooks |
| 0/6.4 | .editorconfig |
| 0/20 | OpenSSF Scorecard: CI-Tests — 0 out of 1 merged PRs checked by a CI test -- score normalized to 0 |
Inputs used
| has_ci | yes |
| has_tests | yes |
| has_editorconfig | no |
| has_linter_config | no |
| has_precommit_config | no |
Documentation
55Moderate
How it's scored
| 30/30 | README |
| 0/25 | Documentation directory |
| 15/15 | Documentation / homepage site — https://nemesislabs.xyz |
| 0/10 | Repository description |
| 0/10 | Topics |
| 10/10 | Wiki |
Inputs used
| topics | — |
| has_wiki | yes |
| homepage | — |
| docs_site | https://nemesislabs.xyz |
| has_readme | yes |
| has_docs_dir | no |
| has_description | no |
Security
Are visible security and supply-chain practices strong, without unresolved high-risk jurisdiction exposure?
46
Security posture
33At Risk
How it's scored
| 7.5/7.5 | Binary-Artifacts — no binaries found in the repo |
| 0/7.5 | Branch-Protection — branch protection not enabled on development/release branches |
| 0/2.5 | CI-Tests — 0 out of 1 merged PRs checked by a CI test -- score normalized to 0 |
| 0/2.5 | CII-Best-Practices — no effort to earn an OpenSSF best practices badge detected |
| 0/7.5 | Code-Review — Found 0/29 approved changesets -- score normalized to 0 |
| 0.8/2.5 | Contributors — project has 1 contributing companies or organizations -- score normalized to 3 |
| 10/10 | Dangerous-Workflow — no dangerous workflow patterns detected |
| 0/7.5 | Dependency-Update-Tool — no update tool detected |
| 0/5 | Fuzzing — project is not fuzzed |
| 2.5/2.5 | License — license file detected |
| 0/7.5 | Maintained — project was created within the last 90 days. Please review its contents carefully |
| 5/5 | Packaging — packaging workflow detected |
| 0/5 | Pinned-Dependencies — dependency not pinned by hash detected -- score normalized to 0 |
| 0/5 | SAST — SAST tool is not run on all commits -- score normalized to 0 |
| 0/5 | Security-Policy — security policy file not detected |
| 0/7.5 | Signed-Releases — no data |
| 6.8/7.5 | Token-Permissions — detected GitHub workflow tokens with excessive permissions |
| 0/7.5 | Vulnerabilities — 10 existing vulnerabilities detected |
Inputs used
| source | openssf_scorecard |
| checks_evaluated | 17 |
| scorecard_version | v5.5.0 |
| checks_inconclusive | 1 |
| scorecard_aggregate | 3.3 |
Excluded from scoring (no data or not applicable): Signed-Releases. Remaining weights renormalized.
Dependency advisories
100Exceptional
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 | 1 |
| 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 maven:io.github.eobi:sentinel@0.1.4 runtime dependency closure — what installing the published package pulls in — 1 packages. 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.
76
Agent context & guidance
85Excellent
How it's scored
| 45/45 | Agent instructions — ai-rules/AGENTS.md, ai-rules/CLAUDE.md, create-nemesis-app/templates/express/AGENTS.md, create-nemesis-app/templates/fastapi/AGENTS.md, create-nemesis-app/templates/nextjs/AGENTS.md, create-nemesis-app/templates/supabase-edge/AGENTS.md |
| 0/15 | Machine-readable docs (llms.txt) |
| 40/40 | Legible commit history — 96 of 100 human commits state their intent (structured subject or explanatory body) |
Inputs used
| has_llms_txt | no |
| llms_txt_url | — |
| legible_history_share | 0.96 |
| agent_instruction_files | ai-rules/AGENTS.md, ai-rules/CLAUDE.md, create-nemesis-app/templates/express/AGENTS.md, create-nemesis-app/templates/fastapi/AGENTS.md, create-nemesis-app/templates/nextjs/AGENTS.md, create-nemesis-app/templates/supabase-edge/AGENTS.md |
| agent_instruction_max_bytes | 6,417 |
Verify loop (build / test / typecheck)
58Moderate
How it's scored
| 12.6/18 | One-command bootstrap — demo/live-cve/goapp/go.mod, dotnet/NemesisShield.csproj, dotnet/deeptest/deeptest.csproj (toolchain convention, no task runner) |
| 22/22 | Automated tests |
| 0/11 | Lint / format config |
| 11/11 | Static type checking — edge/tsconfig.json, mcp/tsconfig.json |
| 10/10 | Reproducible environment — Dockerfile, lockfile |
| 2/10 | Demonstrated agent practice — 1 of the last 100 commits agent-authored or agent-credited |
| 0/8 | Automated maintenance — no automated dependency updates observed |
| 0/10 | OpenSSF Scorecard: Pinned-Dependencies — dependency not pinned by hash detected -- score normalized to 0 |
Inputs used
| has_nix | no |
| has_tests | yes |
| lockfiles | Cargo.lock, package-lock.json |
| has_dockerfile | yes |
| typed_language | no |
| bootstrap_files | — |
| has_devcontainer | no |
| has_linter_config | no |
| typecheck_configs | edge/tsconfig.json, mcp/tsconfig.json |
| agent_commit_share | 0.01 |
| toolchain_manifests | demo/live-cve/goapp/go.mod, dotnet/NemesisShield.csproj, dotnet/deeptest/deeptest.csproj, dotnet/tokenizetest/tokenizetest.csproj, e2e/dotnet/roundtrip.csproj, go/go.mod, java/pom.xml, rust/Cargo.toml |
| dependency_bot_commit_share | 0 |
Code legibility for models
82Excellent
How it's scored
| 27/45 | Type-checkable code — JavaScript with type-check config (edge/tsconfig.json, mcp/tsconfig.json) |
| 55/55 | Manageable file sizes — 0/120 source files over 60KB |
Inputs used
| primary_language | JavaScript |
| largest_source_bytes | 47,857 |
| source_files_sampled | 120 |
| oversized_source_files | 0 |
Machine-readable interfaces
100Exceptional
How it's scored
| 0/40 | API schema (OpenAPI/GraphQL/proto) — not applicable to this kind of software |
| 20/20 | MCP server |
| 40/40 | Runnable examples — examples |
Inputs used
| example_dirs | examples |
| has_mcp_signal | yes |
| api_schema_files | — |
| interfaces_expected_of | — |
Excluded from scoring (no data or not applicable): API schema (OpenAPI/GraphQL/proto). Remaining weights renormalized.
Key facts
0GitHub stars
3contributors
138commits, last 12 months
12days since last push
0releases
1bus factor
0open issues
crates.io, Go, Maven, npm, NuGet, Packagist, PyPIpackage ecosystems
Data collection warnings
- packagist package 'nemesislabs/sentinel' points at a different repository (https://github.com/eobi/nemesis-shield-php); excluded from ecosystem scoring
- GitHub dependency-graph SBOM unavailable (404); the dependency graph may be disabled for this repository
More detail
OpenSSF Scorecard 3.3 / 10
3.3aggregate
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).
| 10 | Binary-Artifacts | no binaries found in the repo |
| 0 | Branch-Protection | branch protection not enabled on development/release branches |
| 0 | CI-Tests | 0 out of 1 merged PRs checked by a CI test -- score normalized to 0 |
| 0 | CII-Best-Practices | no effort to earn an OpenSSF best practices badge detected |
| 0 | Code-Review | Found 0/29 approved changesets -- score normalized to 0 |
| 3 | Contributors | project has 1 contributing companies or organizations -- score normalized to 3 |
| 10 | Dangerous-Workflow | no dangerous workflow patterns detected |
| 0 | Dependency-Update-Tool | no update tool detected |
| 0 | Fuzzing | project is not fuzzed |
| 10 | License | license file detected |
| 0 | Maintained | project was created within the last 90 days. Please review its contents carefully |
| 10 | Packaging | packaging workflow detected |
| 0 | Pinned-Dependencies | dependency not pinned by hash detected -- score normalized to 0 |
| 0 | SAST | SAST tool is not run on all commits -- score normalized to 0 |
| 0 | Security-Policy | security policy file not detected |
| n/a | Signed-Releases | no releases found |
| 9 | Token-Permissions | detected GitHub workflow tokens with excessive permissions |
| 0 | Vulnerabilities | 10 existing vulnerabilities detected |
Direct dependencies 12
| Registry | Package | Version constraint | Manifest |
|---|---|---|---|
| NuGet | BouncyCastle.Cryptography | 2.4.0 | dotnet/NemesisShield.csproj |
| NuGet | Microsoft.AspNetCore.Http.Abstractions | 2.2.0 | dotnet/NemesisShield.csproj |
| NuGet | System.Text.Json | 8.0.5 | dotnet/NemesisShield.csproj |
| NuGet | PolySharp | 1.14.1 | dotnet/NemesisShield.csproj |
| npm | @modelcontextprotocol/sdk | ^1.12.0 | mcp/package.json |
| npm | zod | ^3.23.8 | mcp/package.json |
| crates.io | ureq | 2 | rust/Cargo.toml |
| crates.io | serde_json | 1 | rust/Cargo.toml |
| crates.io | ed25519-dalek | 2 | rust/Cargo.toml |
| crates.io | base64 | 0.22 | rust/Cargo.toml |
| crates.io | regex | 1 | rust/Cargo.toml |
| crates.io | once_cell | 1 | rust/Cargo.toml |
All dependencies not collected
The resolved dependency set could not be collected for this report: GitHub dependency-graph SBOM unavailable (404); the dependency graph may be disabled for this repository
Dependency advisories 0
Installing maven:io.github.eobi:sentinel@0.1.4 pulls in 1 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
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.
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 statistics — Go, Maven, crates.io, npm, Packagist.