Public recordGood
Software health reportschema 0.34.0 · metrics 2.10.0 · 2026-09-20 03:55 UTC
ulises-jeremias / agent-toolkit
🛠️ Composable AI agent toolkit — skills, agents, loops, and MCP templates for Claude Code, Cursor, OpenCode, Copilot, Windsurf, and Pi
ulises-jeremias/agent-toolkit holds a health index of 77 out of 100, placing it in the Good band. It scores highest on Engineering Quality (96/100) and lowest on Security (49/100). It was last updated today. A single contributor accounts for most of its recent work.
77
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.
77
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 66 is calibrated to 77 on the published index scale (record calibration 2026-08-02).
Ownership
Ulises JeremiasPersonal account
222 followers148 public repossince Mar 2016@vlang @NaNLabs
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 |
|---|---|---|---|---|---|---|
| npm | agent-toolkit | 0.0.0 | 15 | 1 | 343 days ago | placeholderreserved |
Metrics by category
Vitality
Is the project alive — is code being written and are releases shipping?
70
Development activity
56Moderate
How it's scored
| 36/36 | Push recency — last push 0 days ago |
| 2.1/36 | Commit cadence — 3/52 weeks with commits |
| 18/18 | Commit volume — 350 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 | 350 |
| human_commit_share | 0.97 |
| days_since_last_push | 0 |
| active_weeks_last_year | 3 |
Release discipline
90Excellent
How it's scored
| 27/27 | Ships releases — 59 releases published |
| 36/36 | Release recency — latest release 0 days ago |
| 27/27 | Release cadence — a release every ~2.8 days |
| 0/10 | OpenSSF Scorecard: Signed-Releases — Project has not signed or included provenance with any releases. |
Inputs used
| releases_count | 59 |
| latest_release_tag | v1.32.0 |
| releases_from_tags | no |
| days_since_latest_release | 0 |
| mean_days_between_releases | 2.8 |
Community & Adoption
Does the project have users, downloads, attention, and a welcoming setup for contributors?
56
Popularity & adoption
25At Risk
How it's scored
| 20/60 | Stars — 18 stars |
| 5/25 | Forks — 5 forks |
| 0/15 | Watchers — 1 watchers |
Inputs used
| forks | 5 |
| stars | 18 |
| watchers | 1 |
| growth_state | unverified |
| growth_factor_pct | 100 |
| growth_unverified_reason | no_history |
Community health
92Excellent
How it's scored
| 22.5/22.5 | README |
| 22.5/22.5 | License — recognized license (MIT) |
| 18/18 | CONTRIBUTING guide |
| 13.5/13.5 | Code of conduct |
| 0/7.2 | Issue template |
| 6.3/6.3 | PR template |
Inputs used
| has_readme | yes |
| has_license | yes |
| readme_badges | 24 |
| has_contributing | yes |
| has_issue_template | no |
| has_code_of_conduct | yes |
| readme_badge_services | shields.io |
| has_pull_request_template | yes |
Sustainability & Governance
Will the project survive its people — bus factor, responsiveness, who backs it, and package upkeep?
57
Maintainer resilience (bus factor)
22At Risk
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 |
| 2.7/13.5 | Contributor breadth — 2 contributors |
| 10/10 | OpenSSF Scorecard: Contributors — project has 17 contributing companies or organizations |
Inputs used
| bus_factor | 1 |
| contributors_sampled | 2 |
| top_contributor_share | 0.986 |
How it's scored
| 40.2/42 | Issue resolution — 96% of issues closed |
| 25.9/30 | PR acceptance — 587/679 decided PRs merged |
| 0/13 | Newcomer PR acceptance — no first-time contributor's PR decided in 30d |
| 0/15 | OpenSSF Scorecard: Code-Review — Found 0/11 approved changesets -- score normalized to 0 |
Inputs used
| merged_prs | 587 |
| open_issues | 25 |
| closed_issues | 569 |
| prs_merged_7d | 51 |
| prs_decided_7d | 53 |
| prs_merged_30d | 51 |
| prs_decided_30d | 53 |
| issue_closed_ratio | 0.958 |
| closed_unmerged_prs | 92 |
| first_time_authors_30d | 0 |
| first_time_prs_merged_30d | 0 |
| first_time_prs_decided_30d | 0 |
Excluded from scoring (no data or not applicable): Newcomer PR acceptance. Remaining weights renormalized.
Ownership & stewardship
65Good
How it's scored
| 10/30 | Ownership backing — personal (user) account |
| 0/20 | Verified domain — not applicable to user accounts |
| 16.9/25 | Owner reach — 222 followers of ulises-jeremias |
| 25/25 | Track record — 148 public repos, account ~10 yr old |
Inputs used
| followers | 222 |
| owner_type | User |
| is_verified | — |
| owner_login | ulises-jeremias |
| public_repos | 148 |
| account_age_days | 3,847 |
Excluded from scoring (no data or not applicable): Verified domain. Remaining weights renormalized.
Package maintenance
75Good
How it's scored
| 25/25 | Published & resolvable — 1 package(s) on npm |
| 26/35 | Publish recency — latest publish 343 days ago |
| 4/20 | Version history — 1 published versions |
| 20/20 | Not deprecated — active, not deprecated or yanked |
Inputs used
| packages | agent-toolkit |
| ecosystems | npm |
| any_deprecated | no |
| min_days_since_publish | 343 |
Engineering Quality
Are baseline engineering and documentation practices in place?
96
Engineering practices
94Exceptional
How it's scored
| 24/24 | CI workflows — 15 workflow(s) |
| 24/24 | Tests present |
| 16/16 | Linter config — ruff.toml |
| 9.6/9.6 | Pre-commit hooks |
| 0/6.4 | .editorconfig |
| 20/20 | OpenSSF Scorecard: CI-Tests — 11 out of 11 merged PRs checked by a CI test -- score normalized to 10 |
Inputs used
| has_ci | yes |
| has_tests | yes |
| has_editorconfig | no |
| has_linter_config | yes |
| has_precommit_config | yes |
Documentation
100Exceptional
How it's scored
| 30/30 | README |
| 25/25 | Documentation directory |
| 15/15 | Documentation / homepage site — https://ulises-jeremias.github.io/agent-toolkit |
| 10/10 | Repository description |
| 10/10 | Topics — 17 topics |
| 10/10 | Wiki |
Inputs used
| topics | agent-toolkit, ai-agents, ai-tools, claude-code, cursor, github-copilot, loop-engineering, mcp, opencode, pi-coding-agent, skills, windsurf, autonomous-agents, cli, pypi, python, agentic-engineering |
| has_wiki | yes |
| homepage | https://ulises-jeremias.github.io/agent-toolkit |
| docs_site | https://ulises-jeremias.github.io/agent-toolkit |
| has_readme | yes |
| has_docs_dir | yes |
| has_description | yes |
Security
Are visible security and supply-chain practices strong, without unresolved high-risk jurisdiction exposure?
49
Security posture
49Weak
How it's scored
| 6.8/7.5 | Binary-Artifacts — binaries present in source code |
| 0/7.5 | Branch-Protection — no data |
| 2.5/2.5 | CI-Tests — 11 out of 11 merged PRs checked by a CI test -- score normalized to 10 |
| 0/2.5 | CII-Best-Practices — no effort to earn an OpenSSF best practices badge detected |
| 0/7.5 | Code-Review — Found 0/11 approved changesets -- score normalized to 0 |
| 2.5/2.5 | Contributors — project has 17 contributing companies or organizations |
| 0/10 | Dangerous-Workflow — dangerous workflow patterns detected |
| 7.5/7.5 | Dependency-Update-Tool — 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 |
| 3/5 | Pinned-Dependencies — dependency not pinned by hash detected -- score normalized to 6 |
| 5/5 | SAST — SAST tool is run on all commits |
| 5/5 | Security-Policy — security policy file detected |
| 0/7.5 | Signed-Releases — Project has not signed or included provenance with any releases. |
| 0/7.5 | Token-Permissions — detected GitHub workflow tokens with excessive permissions |
| 7.5/7.5 | Vulnerabilities — 0 existing vulnerabilities detected |
Inputs used
| source | openssf_scorecard |
| checks_evaluated | 17 |
| scorecard_version | v5.5.0 |
| checks_inconclusive | 1 |
| scorecard_aggregate | 4.8 |
Excluded from scoring (no data or not applicable): Branch-Protection. Remaining weights renormalized.
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
100Exceptional
How it's scored
| 45/45 | Agent instructions — AGENTS.md, agents/agentic-security-reviewer/AGENT.md, agents/architect/AGENT.md, agents/assistant/AGENT.md, agents/build-error-resolver/AGENT.md, agents/client-workflow-bootstrap/AGENT.md, agents/code-reviewer/AGENT.md, agents/data-engineer/AGENT.md, agents/designer/AGENT.md, agents/e2e-runner/AGENT.md, agents/implementer/AGENT.md, agents/planner/AGENT.md, agents/platform-engineer/AGENT.md, agents/qa-engineer/AGENT.md, agents/researcher/AGENT.md, agents/reviewer/AGENT.md, agents/security-engineer/AGENT.md, agents/security-reviewer/AGENT.md, agents/tdd-guide/AGENT.md, plugins/agent-toolkit-agents/.opencode/agents/agentic-security-reviewer/AGENT.md, plugins/agent-toolkit-agents/.opencode/agents/architect/AGENT.md, plugins/agent-toolkit-agents/.opencode/agents/assistant/AGENT.md, plugins/agent-toolkit-agents/.opencode/agents/build-error-resolver/AGENT.md, plugins/agent-toolkit-agents/.opencode/agents/client-workflow-bootstrap/AGENT.md, 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plugins/agent-toolkit-core/agents/code-reviewer/AGENT.md, plugins/agent-toolkit-core/com.anthropic.claude-code/agents/code-reviewer/AGENT.md, plugins/agent-toolkit-craft/AGENTS.md, plugins/agent-toolkit-forge/AGENTS.md, profiles/claude-code/CLAUDE.md, tests/golden/fixtures/agent-read-only/AGENT.md |
| 15/15 | Machine-readable docs (llms.txt) — llms.txt served by the project website (https://cursor.com/llms.txt) |
| 40/40 | Legible commit history — 97 of 97 human commits state their intent (structured subject or explanatory body) |
Inputs used
| has_llms_txt | yes |
| llms_txt_url | https://cursor.com/llms.txt |
| legible_history_share | 1 |
| agent_instruction_files | AGENTS.md, agents/agentic-security-reviewer/AGENT.md, agents/architect/AGENT.md, agents/assistant/AGENT.md, agents/build-error-resolver/AGENT.md, agents/client-workflow-bootstrap/AGENT.md, agents/code-reviewer/AGENT.md, agents/data-engineer/AGENT.md, agents/designer/AGENT.md, agents/e2e-runner/AGENT.md, agents/implementer/AGENT.md, agents/planner/AGENT.md, agents/platform-engineer/AGENT.md, agents/qa-engineer/AGENT.md, agents/researcher/AGENT.md, agents/reviewer/AGENT.md, agents/security-engineer/AGENT.md, agents/security-reviewer/AGENT.md, agents/tdd-guide/AGENT.md, plugins/agent-toolkit-agents/.opencode/agents/agentic-security-reviewer/AGENT.md, plugins/agent-toolkit-agents/.opencode/agents/architect/AGENT.md, plugins/agent-toolkit-agents/.opencode/agents/assistant/AGENT.md, plugins/agent-toolkit-agents/.opencode/agents/build-error-resolver/AGENT.md, plugins/agent-toolkit-agents/.opencode/agents/client-workflow-bootstrap/AGENT.md, 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plugins/agent-toolkit-complete/.opencode/agents/client-workflow-bootstrap/AGENT.md, plugins/agent-toolkit-complete/.opencode/agents/code-reviewer/AGENT.md, plugins/agent-toolkit-complete/.opencode/agents/data-engineer/AGENT.md, plugins/agent-toolkit-complete/.opencode/agents/designer/AGENT.md, plugins/agent-toolkit-complete/.opencode/agents/e2e-runner/AGENT.md, plugins/agent-toolkit-complete/.opencode/agents/implementer/AGENT.md, plugins/agent-toolkit-complete/.opencode/agents/planner/AGENT.md, plugins/agent-toolkit-complete/.opencode/agents/platform-engineer/AGENT.md, plugins/agent-toolkit-complete/.opencode/agents/qa-engineer/AGENT.md, plugins/agent-toolkit-complete/.opencode/agents/researcher/AGENT.md, plugins/agent-toolkit-complete/.opencode/agents/reviewer/AGENT.md, plugins/agent-toolkit-complete/.opencode/agents/security-engineer/AGENT.md, plugins/agent-toolkit-complete/.opencode/agents/security-reviewer/AGENT.md, plugins/agent-toolkit-complete/.opencode/agents/tdd-guide/AGENT.md, plugins/agent-toolkit-complete/AGENTS.md, plugins/agent-toolkit-complete/agents/agentic-security-reviewer/AGENT.md, plugins/agent-toolkit-complete/agents/architect/AGENT.md, plugins/agent-toolkit-complete/agents/assistant/AGENT.md, plugins/agent-toolkit-complete/agents/build-error-resolver/AGENT.md, plugins/agent-toolkit-complete/agents/client-workflow-bootstrap/AGENT.md, plugins/agent-toolkit-complete/agents/code-reviewer/AGENT.md, plugins/agent-toolkit-complete/agents/data-engineer/AGENT.md, plugins/agent-toolkit-complete/agents/designer/AGENT.md, plugins/agent-toolkit-complete/agents/e2e-runner/AGENT.md, plugins/agent-toolkit-complete/agents/implementer/AGENT.md, plugins/agent-toolkit-complete/agents/planner/AGENT.md, plugins/agent-toolkit-complete/agents/platform-engineer/AGENT.md, plugins/agent-toolkit-complete/agents/qa-engineer/AGENT.md, plugins/agent-toolkit-complete/agents/researcher/AGENT.md, plugins/agent-toolkit-complete/agents/reviewer/AGENT.md, plugins/agent-toolkit-complete/agents/security-engineer/AGENT.md, plugins/agent-toolkit-complete/agents/security-reviewer/AGENT.md, plugins/agent-toolkit-complete/agents/tdd-guide/AGENT.md, plugins/agent-toolkit-complete/com.anthropic.claude-code/agents/agentic-security-reviewer/AGENT.md, plugins/agent-toolkit-complete/com.anthropic.claude-code/agents/architect/AGENT.md, plugins/agent-toolkit-complete/com.anthropic.claude-code/agents/assistant/AGENT.md, plugins/agent-toolkit-complete/com.anthropic.claude-code/agents/build-error-resolver/AGENT.md, plugins/agent-toolkit-complete/com.anthropic.claude-code/agents/client-workflow-bootstrap/AGENT.md, plugins/agent-toolkit-complete/com.anthropic.claude-code/agents/code-reviewer/AGENT.md, plugins/agent-toolkit-complete/com.anthropic.claude-code/agents/data-engineer/AGENT.md, plugins/agent-toolkit-complete/com.anthropic.claude-code/agents/designer/AGENT.md, 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plugins/agent-toolkit-core/agents/code-reviewer/AGENT.md, plugins/agent-toolkit-core/com.anthropic.claude-code/agents/code-reviewer/AGENT.md, plugins/agent-toolkit-craft/AGENTS.md, plugins/agent-toolkit-forge/AGENTS.md, profiles/claude-code/CLAUDE.md, tests/golden/fixtures/agent-read-only/AGENT.md |
| agent_instruction_max_bytes | 14,275 |
Verify loop (build / test / typecheck)
57Moderate
How it's scored
| 0/18 | One-command bootstrap |
| 22/22 | Automated tests |
| 11/11 | Lint / format config — ruff.toml |
| 0/11 | Static type checking |
| 10/10 | Reproducible environment — Dockerfile |
| 0/10 | Demonstrated agent practice — no agent-authored commits among the last 100 |
| 8/8 | Automated maintenance — 3 of the last 100 commits are automated dependency updates |
| 6/10 | OpenSSF Scorecard: Pinned-Dependencies — dependency not pinned by hash detected -- score normalized to 6 |
Inputs used
| has_nix | no |
| has_tests | yes |
| lockfiles | — |
| has_dockerfile | yes |
| typed_language | no |
| bootstrap_files | — |
| has_devcontainer | no |
| has_linter_config | yes |
| typecheck_configs | — |
| agent_commit_share | 0 |
| toolchain_manifests | — |
| dependency_bot_commit_share | 0.03 |
Code legibility for models
54Moderate
How it's scored
| 0/45 | Type-checkable code — V without a type-check config |
| 54.1/55 | Manageable file sizes — 1/62 source files over 60KB |
Inputs used
| primary_language | V |
| largest_source_bytes | 66,235 |
| source_files_sampled | 62 |
| oversized_source_files | 1 |
Machine-readable interfaces
100Exceptional
How it's scored
| 40/40 | API schema (OpenAPI/GraphQL/proto) — docs/surface/openapi.json |
| 20/20 | MCP server |
| 40/40 | Runnable examples — examples, notebooks |
Inputs used
| example_dirs | examples, notebooks |
| has_mcp_signal | yes |
| api_schema_files | docs/surface/openapi.json |
| interfaces_expected_of | — |
Key facts
18GitHub stars
2contributors
350commits, last 12 months
0days since last push
59releases
1bus factor
25open issues
npmpackage ecosystems
Data collection warnings
- Star history unavailable: GitHub GraphQL error: Resource not accessible by personal access token
- GitHub dependency-graph SBOM unavailable (404); the dependency graph may be disabled for this repository
More detail
Star and fork history 0 ★ / 5 ⇿
0Stars
5Forks
40Releases
When each star and fork was added, collected from GitHub and bucketed by day. Cumulative growth sits directly above the daily additions it is made of, so the two read against each other: steady organic accretion looks nothing like an abrupt, short-lived burst. Where that difference is measurable, it is reported as growth authenticity.
Major 0Minor 25Patch 15
OpenSSF Scorecard 4.8 / 10
4.8aggregate
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).
| 9 | Binary-Artifacts | binaries present in source code |
| n/a | Branch-Protection | internal 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 |
| 10 | CI-Tests | 11 out of 11 merged PRs checked by a CI test -- score normalized to 10 |
| 0 | CII-Best-Practices | no effort to earn an OpenSSF best practices badge detected |
| 0 | Code-Review | Found 0/11 approved changesets -- score normalized to 0 |
| 10 | Contributors | project has 17 contributing companies or organizations |
| 0 | Dangerous-Workflow | dangerous workflow patterns detected |
| 10 | Dependency-Update-Tool | 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 |
| 6 | Pinned-Dependencies | dependency not pinned by hash detected -- score normalized to 6 |
| 10 | SAST | SAST tool is run on all commits |
| 10 | Security-Policy | security policy file detected |
| 0 | Signed-Releases | Project has not signed or included provenance with any releases. |
| 0 | Token-Permissions | detected GitHub workflow tokens with excessive permissions |
| 10 | Vulnerabilities | 0 existing vulnerabilities detected |
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
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 — npm.