Ultra cost-effective terminal AI coding assistant with excellent token cache hit rate. Built in ~10K lines of Go, it uses DeepSeek by default with multiple modes and sandbox.
fuckvibecoding/vibecoding holds a health index of 48 out of 100, placing it in the At risk band. It scores highest on Engineering Quality (76/100) and lowest on Sustainability & Governance (20/100). It was last updated today. A single contributor accounts for most of its recent work.
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.
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.
This repository is backed by an organization — shared, accountable stewardship that can outlive any single maintainer.
| Registry | Package | Version | Downloads / mo | Versions | Last publish | Tags |
|---|---|---|---|---|---|---|
| npm | vibecoding-installerpoints to another repo — not scored | 1.1.66 | 7,712 | 78 | 0 days ago | aicodingassistantterminalclillmgptclaude |
| PyPI | mothx-installerpoints to another repo — not scored | 1.1.66 | 2,170 | 7 | 0 days ago | aicodingassistantterminalclillm |
Is the project alive — is code being written and are releases shipping?
| 36/36 | Push recency — last push 0 days ago |
| 6.9/36 | Commit cadence — 10/52 weeks with commits |
| 18/18 | Commit volume — 570 commits in the last year |
| 0/10 | OpenSSF Scorecard: Maintained — project was created within the last 90 days. Please review its contents carefully |
| commits_last_year | 570 |
| human_commit_share | — |
| days_since_last_push | 0 |
| active_weeks_last_year | 10 |
| 27/27 | Ships releases — 52 releases published |
| 36/36 | Release recency — latest release 0 days ago |
| 27/27 | Release cadence — a release every ~2.2 days |
| 0/10 | OpenSSF Scorecard: Signed-Releases — Project has not signed or included provenance with any releases. |
| releases_count | 52 |
| latest_release_tag | v1.1.66 |
| releases_from_tags | no |
| days_since_latest_release | 0 |
| mean_days_between_releases | 2.2 |
Does the project have users, downloads, attention, and a welcoming setup for contributors?
| 16.9/60 | Stars — 12 stars |
| 0/25 | Forks — 2 forks |
| 0/15 | Watchers — 1 watchers |
| forks | 2 |
| stars | 12 |
| watchers | 1 |
| growth_state | unverified |
| growth_factor_pct | 100 |
| growth_unverified_reason | no_history |
| 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 |
| has_readme | yes |
| has_license | yes |
| has_contributing | no |
| has_issue_template | no |
| has_code_of_conduct | no |
| has_pull_request_template | no |
Will the project survive its people — bus factor, responsiveness, who backs it, and package upkeep?
| 9/54 | Bus factor — 1 contributor(s) cover half of all commits |
| 0.1/22.5 | Commit distribution — top contributor authored 100% of commits |
| 2.7/13.5 | Contributor breadth — 2 contributors |
| 3/10 | OpenSSF Scorecard: Contributors — project has 1 contributing companies or organizations -- score normalized to 3 |
| bus_factor | 1 |
| contributors_sampled | 2 |
| top_contributor_share | 0.996 |
| 0/46.8 | Issue resolution — no issues or no data |
| 0/38.3 | PR acceptance — no decided pull requests or no data |
| 0/15 | OpenSSF Scorecard: Code-Review — Found 0/30 approved changesets -- score normalized to 0 |
| merged_prs | — |
| open_issues | — |
| closed_issues | — |
| issue_closed_ratio | — |
| closed_unmerged_prs | — |
| 30/30 | Ownership backing — organization-owned |
| 0/20 | Verified domain |
| 4.3/25 | Owner reach — 3 followers of startvibecoding |
| 9.5/25 | Track record — 17 public repos, account ~0 yr old |
| followers | 3 |
| owner_type | Organization |
| is_verified | — |
| owner_login | startvibecoding |
| public_repos | 17 |
| account_age_days | 63 |
Are baseline engineering and documentation practices in place?
| 24/24 | CI workflows — 3 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 — no data |
| has_ci | yes |
| has_tests | yes |
| has_editorconfig | no |
| has_linter_config | no |
| has_precommit_config | no |
| 30/30 | README |
| 25/25 | Documentation directory |
| 15/15 | Documentation / homepage site — https://mothx.net/ |
| 10/10 | Repository description |
| 10/10 | Topics — 8 topics |
| 10/10 | Wiki |
| topics | anthropic, codingplan, deepseek, glm, openai, qwen, seed, vibecoding |
| has_wiki | yes |
| homepage | https://mothx.net/ |
| has_readme | yes |
| has_docs_dir | yes |
| has_description | yes |
Are visible security and supply-chain practices strong, without unresolved high-risk jurisdiction exposure?
| 6/7.5 | Binary-Artifacts — binaries present in source code |
| 0/7.5 | Branch-Protection — branch protection not enabled on development/release branches |
| 0/2.5 | CI-Tests — no data |
| 0/2.5 | CII-Best-Practices — no effort to earn an OpenSSF best practices badge detected |
| 0/7.5 | Code-Review — Found 0/30 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 |
| 7.5/7.5 | Dependency-Update-Tool — update tool detected |
| 5/5 | Fuzzing — project is 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 — no SAST tool detected |
| 0/5 | Security-Policy — security policy file not 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 |
| 4.5/7.5 | Vulnerabilities — 4 existing vulnerabilities detected |
| source | openssf_scorecard |
| checks_evaluated | 17 |
| scorecard_version | v5.5.0 |
| checks_inconclusive | 1 |
| scorecard_aggregate | 4 |
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.
| 45/45 | Agent instructions — AGENTS.md |
| 0/15 | Machine-readable docs (llms.txt) |
| 0/40 | Legible commit history — no data |
| has_llms_txt | no |
| legible_history_share | — |
| agent_instruction_files | AGENTS.md |
| agent_instruction_max_bytes | 16,508 |
| 18/18 | One-command bootstrap — Makefile |
| 22/22 | Automated tests |
| 0/11 | Lint / format config |
| 11/11 | Static type checking — Go (statically typed) |
| 10/10 | Reproducible environment — Dockerfile, lockfile |
| 0/10 | Demonstrated agent practice — no data |
| 0/8 | Automated maintenance — no data |
| 0/10 | OpenSSF Scorecard: Pinned-Dependencies — dependency not pinned by hash detected -- score normalized to 0 |
| has_nix | no |
| has_tests | yes |
| lockfiles | go.sum, package-lock.json |
| has_dockerfile | yes |
| typed_language | yes |
| bootstrap_files | Makefile |
| has_devcontainer | no |
| has_linter_config | no |
| typecheck_configs | — |
| agent_commit_share | — |
| toolchain_manifests | — |
| dependency_bot_commit_share | — |
| 45/45 | Type-checkable code — Go (statically typed) |
| 54.4/55 | Manageable file sizes — 4/397 source files over 60KB |
| primary_language | Go |
| largest_source_bytes | 124,950 |
| source_files_sampled | 397 |
| oversized_source_files | 4 |
| 0/40 | API schema (OpenAPI/GraphQL/proto) |
| 0/20 | MCP server |
| 40/40 | Runnable examples — example |
| example_dirs | example |
| has_mcp_signal | no |
| api_schema_files | — |
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).
| 8 | Binary-Artifacts | binaries present in source code |
| 0 | Branch-Protection | branch protection not enabled on development/release branches |
| n/a | CI-Tests | no pull request found |
| 0 | CII-Best-Practices | no effort to earn an OpenSSF best practices badge detected |
| 0 | Code-Review | Found 0/30 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 |
| 10 | Dependency-Update-Tool | update tool detected |
| 10 | Fuzzing | project is 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 | no SAST tool detected |
| 0 | Security-Policy | security policy file not detected |
| 0 | Signed-Releases | Project has not signed or included provenance with any releases. |
| 0 | Token-Permissions | detected GitHub workflow tokens with excessive permissions |
| 6 | Vulnerabilities | 4 existing vulnerabilities detected |
| Registry | Package | Version constraint | Manifest |
|---|---|---|---|
| Go | github.com/charmbracelet/bubbles | v0.21.0 | go.mod |
| Go | github.com/charmbracelet/bubbletea | v1.3.4 | go.mod |
| Go | github.com/charmbracelet/lipgloss | v1.1.1-0.20250404203927-76690c660834 | go.mod |
| Go | github.com/charmbracelet/x/ansi | v0.10.2 | go.mod |
| Go | github.com/larksuite/oapi-sdk-go/v3 | v3.9.3 | go.mod |
| Go | github.com/spf13/cobra | v1.10.2 | go.mod |
| Go | github.com/spf13/pflag | v1.0.9 | go.mod |
| Go | github.com/startvibecoding/GoStreamingMarkdown | v0.0.5 | go.mod |
| Go | github.com/startvibecoding/go-fd | v0.0.7 | go.mod |
| Go | github.com/startvibecoding/go-ripgrep | v0.0.5 | go.mod |
| Go | github.com/startvibecoding/vibe-browser | v0.1.3 | go.mod |
| Go | github.com/startvibecoding/vibeEmacsLispVm | v0.0.2 | go.mod |
| Go | golang.org/x/image | v0.41.0 | go.mod |
| Go | golang.org/x/mod | v0.36.0 | go.mod |
| Go | golang.org/x/net | v0.55.0 | go.mod |
| Go | golang.org/x/sys | v0.46.0 | go.mod |
| Go | golang.org/x/term | v0.43.0 | go.mod |
| Go | modernc.org/sqlite | v1.53.0 | go.mod |
| npm | @sveltejs/vite-plugin-svelte | ^5.0.0 | ui/package.json |
| npm | vite | ^6.0.0 | ui/package.json |
| npm | svelte | ^5.0.0 | ui/package.json |
Full resolved dependency set from the GitHub dependency graph: 21 direct and 140 indirect (transitive) packages. The transitive closure is complete when the repository commits a lockfile.
| Registry | Package | Version | Relation |
|---|---|---|---|
| Go | github.com/charmbracelet/bubbles | v0.21.0 | direct |
| Go | github.com/charmbracelet/bubbletea | v1.3.4 | direct |
| Go | github.com/charmbracelet/lipgloss | v1.1.1-0.20250404203927-76690c660834 | direct |
| Go | github.com/charmbracelet/x/ansi | v0.10.2 | direct |
| Go | github.com/larksuite/oapi-sdk-go/v3 | v3.9.3 | direct |
| Go | github.com/spf13/cobra | v1.10.2 | direct |
| Go | github.com/spf13/pflag | v1.0.9 | direct |
| Go | github.com/startvibecoding/go-fd | v0.0.7 | direct |
| Go | github.com/startvibecoding/go-ripgrep | v0.0.5 | direct |
| Go | github.com/startvibecoding/gostreamingmarkdown | v0.0.5 | direct |
| Go | github.com/startvibecoding/vibe-browser | v0.1.3 | direct |
| Go | github.com/startvibecoding/vibeemacslispvm | v0.0.2 | direct |
| Go | golang.org/x/image | v0.41.0 | direct |
| Go | golang.org/x/mod | v0.36.0 | direct |
| Go | golang.org/x/net | v0.55.0 | direct |
| Go | golang.org/x/sys | v0.46.0 | direct |
| Go | golang.org/x/term | v0.43.0 | direct |
| Go | modernc.org/sqlite | v1.53.0 | direct |
| npm | @sveltejs/vite-plugin-svelte | 5.1.1 | direct |
| npm | svelte | 5.56.4 | direct |
| npm | vite | 6.4.3 | direct |
| Go | github.com/aymanbagabas/go-osc52/v2 | v2.0.1 | indirect |
| Go | github.com/charmbracelet/colorprofile | v0.2.3-0.20250311203215-f60798e515dc | indirect |
| Go | github.com/charmbracelet/x/cellbuf | v0.0.13 | indirect |
| Go | github.com/charmbracelet/x/term | v0.2.1 | indirect |
| Go | github.com/dustin/go-humanize | v1.0.1 | indirect |
| Go | github.com/erikgeiser/coninput | v0.0.0-20211004153227-1c3628e74d0f | indirect |
| Go | github.com/gogo/protobuf | v1.3.2 | indirect |
| Go | github.com/google/uuid | v1.6.0 | indirect |
| Go | github.com/gorilla/websocket | v1.5.3 | indirect |
| Go | github.com/inconshreveable/mousetrap | v1.1.0 | indirect |
| Go | github.com/lucasb-eyer/go-colorful | v1.3.0 | indirect |
| Go | github.com/mattn/go-isatty | v0.0.20 | indirect |
| Go | github.com/mattn/go-localereader | v0.0.1 | indirect |
| Go | github.com/mattn/go-runewidth | v0.0.17 | indirect |
| Go | github.com/muesli/ansi | v0.0.0-20230316100256-276c6243b2f6 | indirect |
| Go | github.com/muesli/cancelreader | v0.2.2 | indirect |
| Go | github.com/muesli/termenv | v0.16.0 | indirect |
| Go | github.com/ncruces/go-strftime | v1.0.0 | indirect |
| Go | github.com/remyoudompheng/bigfft | v0.0.0-20230129092748-24d4a6f8daec | indirect |
| Go | github.com/rivo/uniseg | v0.4.7 | indirect |
| Go | github.com/xo/terminfo | v0.0.0-20220910002029-abceb7e1c41e | indirect |
| Go | golang.org/x/sync | v0.20.0 | indirect |
| Go | golang.org/x/text | v0.37.0 | indirect |
| Go | modernc.org/libc | v1.73.4 | indirect |
| Go | modernc.org/mathutil | v1.7.1 | indirect |
| Go | modernc.org/memory | v1.11.0 | indirect |
| npm | @esbuild/aix-ppc64 | 0.25.12 | indirect |
| npm | @esbuild/android-arm | 0.25.12 | indirect |
| npm | @esbuild/android-arm64 | 0.25.12 | indirect |
| npm | @esbuild/android-x64 | 0.25.12 | indirect |
| npm | @esbuild/darwin-arm64 | 0.25.12 | indirect |
| npm | @esbuild/darwin-x64 | 0.25.12 | indirect |
| npm | @esbuild/freebsd-arm64 | 0.25.12 | indirect |
| npm | @esbuild/freebsd-x64 | 0.25.12 | indirect |
| npm | @esbuild/linux-arm | 0.25.12 | indirect |
| npm | @esbuild/linux-arm64 | 0.25.12 | indirect |
| npm | @esbuild/linux-ia32 | 0.25.12 | indirect |
| npm | @esbuild/linux-loong64 | 0.25.12 | indirect |
| npm | @esbuild/linux-mips64el | 0.25.12 | indirect |
| npm | @esbuild/linux-ppc64 | 0.25.12 | indirect |
| npm | @esbuild/linux-riscv64 | 0.25.12 | indirect |
| npm | @esbuild/linux-s390x | 0.25.12 | indirect |
| npm | @esbuild/linux-x64 | 0.25.12 | indirect |
| npm | @esbuild/netbsd-arm64 | 0.25.12 | indirect |
| npm | @esbuild/netbsd-x64 | 0.25.12 | indirect |
| npm | @esbuild/openbsd-arm64 | 0.25.12 | indirect |
| npm | @esbuild/openbsd-x64 | 0.25.12 | indirect |
| npm | @esbuild/openharmony-arm64 | 0.25.12 | indirect |
| npm | @esbuild/sunos-x64 | 0.25.12 | indirect |
| npm | @esbuild/win32-arm64 | 0.25.12 | indirect |
| npm | @esbuild/win32-ia32 | 0.25.12 | indirect |
| npm | @esbuild/win32-x64 | 0.25.12 | indirect |
| npm | @jridgewell/gen-mapping | 0.3.13 | indirect |
| npm | @jridgewell/remapping | 2.3.5 | indirect |
| npm | @jridgewell/resolve-uri | 3.1.2 | indirect |
| npm | @jridgewell/sourcemap-codec | 1.5.5 | indirect |
| npm | @jridgewell/trace-mapping | 0.3.31 | indirect |
| npm | @rollup/rollup-android-arm-eabi | 4.62.2 | indirect |
| npm | @rollup/rollup-android-arm64 | 4.62.2 | indirect |
| npm | @rollup/rollup-darwin-arm64 | 4.62.2 | indirect |
| npm | @rollup/rollup-darwin-x64 | 4.62.2 | indirect |
| npm | @rollup/rollup-freebsd-arm64 | 4.62.2 | indirect |
| npm | @rollup/rollup-freebsd-x64 | 4.62.2 | indirect |
| npm | @rollup/rollup-linux-arm-gnueabihf | 4.62.2 | indirect |
| npm | @rollup/rollup-linux-arm-musleabihf | 4.62.2 | indirect |
| npm | @rollup/rollup-linux-arm64-gnu | 4.62.2 | indirect |
| npm | @rollup/rollup-linux-arm64-musl | 4.62.2 | indirect |
| npm | @rollup/rollup-linux-loong64-gnu | 4.62.2 | indirect |
| npm | @rollup/rollup-linux-loong64-musl | 4.62.2 | indirect |
| npm | @rollup/rollup-linux-ppc64-gnu | 4.62.2 | indirect |
| npm | @rollup/rollup-linux-ppc64-musl | 4.62.2 | indirect |
| npm | @rollup/rollup-linux-riscv64-gnu | 4.62.2 | indirect |
| npm | @rollup/rollup-linux-riscv64-musl | 4.62.2 | indirect |
| npm | @rollup/rollup-linux-s390x-gnu | 4.62.2 | indirect |
| npm | @rollup/rollup-linux-x64-gnu | 4.62.2 | indirect |
| npm | @rollup/rollup-linux-x64-musl | 4.62.2 | indirect |
| npm | @rollup/rollup-openbsd-x64 | 4.62.2 | indirect |
| npm | @rollup/rollup-openharmony-arm64 | 4.62.2 | indirect |
| npm | @rollup/rollup-win32-arm64-msvc | 4.62.2 | indirect |
| npm | @rollup/rollup-win32-ia32-msvc | 4.62.2 | indirect |
| npm | @rollup/rollup-win32-x64-gnu | 4.62.2 | indirect |
| npm | @rollup/rollup-win32-x64-msvc | 4.62.2 | indirect |
| npm | @sveltejs/acorn-typescript | 1.0.10 | indirect |
| npm | @sveltejs/vite-plugin-svelte-inspector | 4.0.1 | indirect |
| npm | @types/estree | 1.0.9 | indirect |
| npm | @types/trusted-types | 2.0.7 | indirect |
| npm | acorn | 8.17.0 | indirect |
| npm | aria-query | 5.3.1 | indirect |
| npm | axobject-query | 4.1.0 | indirect |
| npm | clsx | 2.1.1 | indirect |
| npm | debug | 4.4.3 | indirect |
| npm | deepmerge | 4.3.1 | indirect |
| npm | devalue | 5.8.1 | indirect |
| npm | esbuild | 0.25.12 | indirect |
| npm | esm-env | 1.2.2 | indirect |
| npm | esrap | 2.2.13 | indirect |
| npm | fdir | 6.5.0 | indirect |
| npm | fsevents | 2.3.3 | indirect |
| npm | is-reference | 3.0.3 | indirect |
| npm | kleur | 4.1.5 | indirect |
| npm | locate-character | 3.0.0 | indirect |
| npm | magic-string | 0.30.21 | indirect |
| npm | mothx-darwin-arm64 | 1.1.57-pre | indirect |
| npm | mothx-darwin-x64 | 1.1.57-pre | indirect |
| npm | mothx-freebsd-arm64 | 1.1.57-pre | indirect |
| npm | mothx-freebsd-x64 | 1.1.57-pre | indirect |
| npm | mothx-installer-darwin-arm64 | 1.1.65 | indirect |
| npm | mothx-installer-darwin-x64 | 1.1.65 | indirect |
| npm | mothx-installer-freebsd-arm64 | 1.1.65 | indirect |
| npm | mothx-installer-freebsd-x64 | 1.1.65 | indirect |
| npm | mothx-installer-linux-arm64 | 1.1.65 | indirect |
| npm | mothx-installer-linux-loong64 | 1.1.65 | indirect |
| npm | mothx-installer-linux-musl-arm64 | 1.1.65 | indirect |
| npm | mothx-installer-linux-musl-x64 | 1.1.65 | indirect |
| npm | mothx-installer-linux-ppc64le | 1.1.65 | indirect |
| npm | mothx-installer-linux-riscv64 | 1.1.65 | indirect |
| npm | mothx-installer-linux-s390x | 1.1.65 | indirect |
| npm | mothx-installer-linux-x64 | 1.1.65 | indirect |
| npm | mothx-installer-netbsd-x64 | 1.1.65 | indirect |
| npm | mothx-installer-openbsd-arm64 | 1.1.65 | indirect |
| npm | mothx-installer-openbsd-x64 | 1.1.65 | indirect |
| npm | mothx-installer-win32-arm64 | 1.1.65 | indirect |
| npm | mothx-installer-win32-x64 | 1.1.65 | indirect |
| npm | mothx-linux-arm64 | 1.1.57-pre | indirect |
| npm | mothx-linux-loong64 | 1.1.57-pre | indirect |
| npm | mothx-linux-musl-arm64 | 1.1.57-pre | indirect |
| npm | mothx-linux-musl-x64 | 1.1.57-pre | indirect |
| npm | mothx-linux-ppc64le | 1.1.57-pre | indirect |
| npm | mothx-linux-riscv64 | 1.1.57-pre | indirect |
| npm | ms | 2.1.3 | indirect |
| npm | nanoid | 3.3.15 | indirect |
| npm | picocolors | 1.1.1 | indirect |
| npm | picomatch | 4.0.5 | indirect |
| npm | postcss | 8.5.16 | indirect |
| npm | rollup | 4.62.2 | indirect |
| npm | source-map-js | 1.2.1 | indirect |
| npm | tinyglobby | 0.2.17 | indirect |
| npm | vitefu | 1.1.3 | indirect |
| npm | zimmerframe | 1.1.4 | indirect |
| PyPI | setuptools | — | indirect |
{
"data": {
"repo": {
"topics": [
"anthropic",
"codingplan",
"deepseek",
"glm",
"openai",
"qwen",
"seed",
"vibecoding"
],
"is_fork": false,
"size_kb": 107512,
"has_wiki": true,
"homepage": "https://mothx.net/",
"languages": {
"Go": 3281937,
"CSS": 66596,
"HTML": 46520,
"Shell": 72203,
"Python": 1686,
"Svelte": 254407,
"Makefile": 17121,
"Dockerfile": 3146,
"JavaScript": 104598,
"PowerShell": 15275,
"Go Template": 10596
},
"pushed_at": "2026-07-15T02:49:24Z",
"created_at": "2026-05-12T09:52:39Z",
"owner_type": "Organization",
"updated_at": "2026-07-15T02:49:28Z",
"description": "Ultra cost-effective terminal AI coding assistant with excellent token cache hit rate. Built in ~10K lines of Go, it uses DeepSeek by default with multiple modes and sandbox.",
"is_archived": false,
"is_disabled": false,
"license_spdx": "MIT",
"default_branch": "main",
"primary_language": "Go",
"significant_languages": [
"Go"
]
},
"owner": {
"blog": "startvibecoding.work/",
"name": "Start Vibe Coding",
"type": "Organization",
"login": "startvibecoding",
"company": null,
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{
"key": "bus_factor",
"name": "Bus factor",
"detail": "1 contributor(s) cover half of all commits",
"points": 9,
"status": "partial",
"details": [
{
"code": "bus_factor",
"params": {
"count": 1
}
}
],
"max_points": 54
},
{
"key": "commit_distribution",
"name": "Commit distribution",
"detail": "top contributor authored 100% of commits",
"points": 0.1,
"status": "partial",
"details": [
{
"code": "top_contributor_share",
"params": {
"share": 100
}
}
],
"max_points": 22.5
},
{
"key": "contributor_breadth",
"name": "Contributor breadth",
"detail": "2 contributors",
"points": 2.7,
"status": "partial",
"details": [
{
"code": "contributors_sampled",
"params": {
"count": 2
}
}
],
"max_points": 13.5
},
{
"key": "openssf_scorecard_contributors",
"name": "OpenSSF Scorecard: Contributors",
"detail": "project has 1 contributing companies or organizations -- score normalized to 3",
"points": 3,
"status": "partial",
"details": [],
"max_points": 10
}
]
},
{
"key": "responsiveness",
"band": "critical",
"name": "Issue & PR responsiveness",
"note": "Excluded from scoring (no data or not applicable): Issue resolution, PR acceptance. Remaining weights renormalized.",
"notes": [
{
"code": "excluded_no_data",
"params": {
"components": [
"issue_resolution",
"pr_acceptance"
]
}
},
{
"code": "weights_renormalized",
"params": {}
}
],
"value": 1,
"inputs": {
"merged_prs": null,
"open_issues": null,
"closed_issues": null,
"issue_closed_ratio": null,
"closed_unmerged_prs": null
},
"components": [
{
"key": "issue_resolution",
"name": "Issue resolution",
"detail": "no issues or no data",
"points": 0,
"status": "excluded",
"details": [
{
"code": "no_issues_or_data",
"params": {}
}
],
"max_points": 46.75
},
{
"key": "pr_acceptance",
"name": "PR acceptance",
"detail": "no decided pull requests or no data",
"points": 0,
"status": "excluded",
"details": [
{
"code": "no_decided_prs_or_data",
"params": {}
}
],
"max_points": 38.25
},
{
"key": "openssf_scorecard_code_review",
"name": "OpenSSF Scorecard: Code-Review",
"detail": "Found 0/30 approved changesets -- score normalized to 0",
"points": 0,
"status": "missed",
"details": [],
"max_points": 15
}
]
},
{
"key": "stewardship",
"band": "at_risk",
"name": "Ownership & stewardship",
"note": null,
"notes": [],
"value": 44,
"inputs": {
"followers": 3,
"owner_type": "Organization",
"is_verified": null,
"owner_login": "startvibecoding",
"public_repos": 17,
"account_age_days": 63
},
"components": [
{
"key": "ownership_backing",
"name": "Ownership backing",
"detail": "organization-owned",
"points": 30,
"status": "met",
"details": [
{
"code": "owner_organization",
"params": {}
}
],
"max_points": 30
},
{
"key": "verified_domain",
"name": "Verified domain",
"detail": null,
"points": 0,
"status": "missed",
"details": [],
"max_points": 20
},
{
"key": "owner_reach",
"name": "Owner reach",
"detail": "3 followers of startvibecoding",
"points": 4.3,
"status": "partial",
"details": [
{
"code": "owner_followers",
"params": {
"count": 3,
"login": "startvibecoding"
}
}
],
"max_points": 25
},
{
"key": "track_record",
"name": "Track record",
"detail": "17 public repos, account ~0 yr old",
"points": 9.5,
"status": "partial",
"details": [
{
"code": "public_repos",
"params": {
"count": 17
}
},
{
"code": "account_age_years",
"params": {
"years": 0
}
}
],
"max_points": 25
}
]
}
],
"description": "Will the project survive its people — bus factor, responsiveness, who backs it, and package upkeep?"
},
{
"key": "engineering",
"band": "good",
"name": "Engineering Quality",
"value": 76,
"weight": 0.2,
"metrics": [
{
"key": "engineering_practices",
"band": "moderate",
"name": "Engineering practices",
"note": "Excluded from scoring (no data or not applicable): OpenSSF Scorecard: CI-Tests. Remaining weights renormalized.",
"notes": [
{
"code": "excluded_no_data",
"params": {
"components": [
"openssf_scorecard_ci_tests"
]
}
},
{
"code": "weights_renormalized",
"params": {}
}
],
"value": 60,
"inputs": {
"has_ci": true,
"has_tests": true,
"has_editorconfig": false,
"has_linter_config": false,
"has_precommit_config": false
},
"components": [
{
"key": "ci_workflows",
"name": "CI workflows",
"detail": "3 workflow(s)",
"points": 24,
"status": "met",
"details": [
{
"code": "ci_workflows",
"params": {
"count": 3
}
}
],
"max_points": 24
},
{
"key": "tests_present",
"name": "Tests present",
"detail": null,
"points": 24,
"status": "met",
"details": [],
"max_points": 24
},
{
"key": "linter_config",
"name": "Linter config",
"detail": null,
"points": 0,
"status": "missed",
"details": [],
"max_points": 16
},
{
"key": "pre_commit_hooks",
"name": "Pre-commit hooks",
"detail": null,
"points": 0,
"status": "missed",
"details": [],
"max_points": 9.6
},
{
"key": "editorconfig",
"name": ".editorconfig",
"detail": null,
"points": 0,
"status": "missed",
"details": [],
"max_points": 6.4
},
{
"key": "openssf_scorecard_ci_tests",
"name": "OpenSSF Scorecard: CI-Tests",
"detail": "no pull request found",
"points": 0,
"status": "excluded",
"details": [
{
"code": "no_data",
"params": {}
}
],
"max_points": 20
}
]
},
{
"key": "documentation",
"band": "excellent",
"name": "Documentation",
"note": null,
"notes": [],
"value": 100,
"inputs": {
"topics": [
"anthropic",
"codingplan",
"deepseek",
"glm",
"openai",
"qwen",
"seed",
"vibecoding"
],
"has_wiki": true,
"homepage": "https://mothx.net/",
"has_readme": true,
"has_docs_dir": true,
"has_description": true
},
"components": [
{
"key": "readme",
"name": "README",
"detail": null,
"points": 30,
"status": "met",
"details": [],
"max_points": 30
},
{
"key": "documentation_directory",
"name": "Documentation directory",
"detail": null,
"points": 25,
"status": "met",
"details": [],
"max_points": 25
},
{
"key": "documentation_homepage_site",
"name": "Documentation / homepage site",
"detail": "https://mothx.net/",
"points": 15,
"status": "met",
"details": [],
"max_points": 15
},
{
"key": "repository_description",
"name": "Repository description",
"detail": null,
"points": 10,
"status": "met",
"details": [],
"max_points": 10
},
{
"key": "topics",
"name": "Topics",
"detail": "8 topics",
"points": 10,
"status": "met",
"details": [
{
"code": "topics_count",
"params": {
"count": 8
}
}
],
"max_points": 10
},
{
"key": "wiki",
"name": "Wiki",
"detail": null,
"points": 10,
"status": "met",
"details": [],
"max_points": 10
}
]
}
],
"description": "Are baseline engineering and documentation practices in place?"
},
{
"key": "security",
"band": "at_risk",
"name": "Security",
"value": 40,
"weight": 0.16,
"metrics": [
{
"key": "security_posture",
"band": "at_risk",
"name": "Security posture",
"note": "Excluded from scoring (no data or not applicable): CI-Tests. Remaining weights renormalized.",
"notes": [
{
"code": "excluded_no_data",
"params": {
"components": [
"ci_tests"
]
}
},
{
"code": "weights_renormalized",
"params": {}
}
],
"value": 40,
"inputs": {
"source": "openssf_scorecard",
"checks_evaluated": 17,
"scorecard_version": "v5.5.0",
"checks_inconclusive": 1,
"scorecard_aggregate": 4
},
"components": [
{
"key": "binary_artifacts",
"name": "Binary-Artifacts",
"detail": "binaries present in source code",
"points": 6,
"status": "partial",
"details": [],
"max_points": 7.5
},
{
"key": "branch_protection",
"name": "Branch-Protection",
"detail": "branch protection not enabled on development/release branches",
"points": 0,
"status": "missed",
"details": [],
"max_points": 7.5
},
{
"key": "ci_tests",
"name": "CI-Tests",
"detail": "no pull request found",
"points": 0,
"status": "excluded",
"details": [
{
"code": "no_data",
"params": {}
}
],
"max_points": 2.5
},
{
"key": "cii_best_practices",
"name": "CII-Best-Practices",
"detail": "no effort to earn an OpenSSF best practices badge detected",
"points": 0,
"status": "missed",
"details": [],
"max_points": 2.5
},
{
"key": "code_review",
"name": "Code-Review",
"detail": "Found 0/30 approved changesets -- score normalized to 0",
"points": 0,
"status": "missed",
"details": [],
"max_points": 7.5
},
{
"key": "contributors",
"name": "Contributors",
"detail": "project has 1 contributing companies or organizations -- score normalized to 3",
"points": 0.8,
"status": "partial",
"details": [],
"max_points": 2.5
},
{
"key": "dangerous_workflow",
"name": "Dangerous-Workflow",
"detail": "no dangerous workflow patterns detected",
"points": 10,
"status": "met",
"details": [],
"max_points": 10
},
{
"key": "dependency_update_tool",
"name": "Dependency-Update-Tool",
"detail": "update tool detected",
"points": 7.5,
"status": "met",
"details": [],
"max_points": 7.5
},
{
"key": "fuzzing",
"name": "Fuzzing",
"detail": "project is fuzzed",
"points": 5,
"status": "met",
"details": [],
"max_points": 5
},
{
"key": "license",
"name": "License",
"detail": "license file detected",
"points": 2.5,
"status": "met",
"details": [],
"max_points": 2.5
},
{
"key": "maintained",
"name": "Maintained",
"detail": "project was created within the last 90 days. Please review its contents carefully",
"points": 0,
"status": "missed",
"details": [],
"max_points": 7.5
},
{
"key": "packaging",
"name": "Packaging",
"detail": "packaging workflow detected",
"points": 5,
"status": "met",
"details": [],
"max_points": 5
},
{
"key": "pinned_dependencies",
"name": "Pinned-Dependencies",
"detail": "dependency not pinned by hash detected -- score normalized to 0",
"points": 0,
"status": "missed",
"details": [],
"max_points": 5
},
{
"key": "sast",
"name": "SAST",
"detail": "no SAST tool detected",
"points": 0,
"status": "missed",
"details": [],
"max_points": 5
},
{
"key": "security_policy",
"name": "Security-Policy",
"detail": "security policy file not detected",
"points": 0,
"status": "missed",
"details": [],
"max_points": 5
},
{
"key": "signed_releases",
"name": "Signed-Releases",
"detail": "Project has not signed or included provenance with any releases.",
"points": 0,
"status": "missed",
"details": [],
"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": "4 existing vulnerabilities detected",
"points": 4.5,
"status": "partial",
"details": [],
"max_points": 7.5
}
]
},
{
"key": "high_risk_jurisdiction_exposure",
"band": "excellent",
"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": 100,
"inputs": {
"meaning": "self-published location evidence; not nationality or citizenship",
"red_flag": false,
"exposures": [],
"policy_countries": [
"Russia",
"Iran",
"North Korea"
],
"review_only_matches": 0,
"assessed_self_published_locations": 2
},
"components": [
{
"key": "policy_exposure_multiplier",
"name": "Policy exposure multiplier",
"detail": "no confirmed policy-scope location match",
"points": 100,
"status": "met",
"details": [
{
"code": "jurisdiction_no_match",
"params": {}
}
],
"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": "good",
"name": "AI Readiness",
"value": 73,
"weight": 0,
"metrics": [
{
"key": "ai_agent_context",
"band": "good",
"name": "Agent context & guidance",
"note": "Excluded from scoring (no data or not applicable): Legible commit history. Remaining weights renormalized.",
"notes": [
{
"code": "excluded_no_data",
"params": {
"components": [
"legible_commit_history"
]
}
},
{
"code": "weights_renormalized",
"params": {}
}
],
"value": 75,
"inputs": {
"has_llms_txt": false,
"legible_history_share": null,
"agent_instruction_files": [
"AGENTS.md"
],
"agent_instruction_max_bytes": 16508
},
"components": [
{
"key": "agent_instructions",
"name": "Agent instructions",
"detail": "AGENTS.md",
"points": 45,
"status": "met",
"details": [
{
"code": "file_list",
"params": {
"files": "AGENTS.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": "no data",
"points": 0,
"status": "excluded",
"details": [
{
"code": "no_data",
"params": {}
}
],
"max_points": 40
}
]
},
{
"key": "ai_verify_loop",
"band": "good",
"name": "Verify loop (build / test / typecheck)",
"note": "Excluded from scoring (no data or not applicable): Demonstrated agent practice, Automated maintenance. Remaining weights renormalized.",
"notes": [
{
"code": "excluded_no_data",
"params": {
"components": [
"demonstrated_agent_practice",
"automated_maintenance"
]
}
},
{
"code": "weights_renormalized",
"params": {}
}
],
"value": 74,
"inputs": {
"has_nix": false,
"has_tests": true,
"lockfiles": [
"go.sum",
"package-lock.json"
],
"has_dockerfile": true,
"typed_language": true,
"bootstrap_files": [
"Makefile"
],
"has_devcontainer": false,
"has_linter_config": false,
"typecheck_configs": [],
"agent_commit_share": null,
"toolchain_manifests": [],
"dependency_bot_commit_share": null
},
"components": [
{
"key": "one_command_bootstrap",
"name": "One-command bootstrap",
"detail": "Makefile",
"points": 18,
"status": "met",
"details": [
{
"code": "file_list",
"params": {
"files": "Makefile"
}
}
],
"max_points": 18
},
{
"key": "automated_tests",
"name": "Automated tests",
"detail": null,
"points": 22,
"status": "met",
"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": "Go (statically typed)",
"points": 11,
"status": "met",
"details": [
{
"code": "statically_typed_language",
"params": {
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}
}
],
"max_points": 11
},
{
"key": "reproducible_environment",
"name": "Reproducible environment",
"detail": "Dockerfile, lockfile",
"points": 10,
"status": "met",
"details": [
{
"code": "file_list",
"params": {
"files": "Dockerfile, lockfile"
}
}
],
"max_points": 10
},
{
"key": "demonstrated_agent_practice",
"name": "Demonstrated agent practice",
"detail": "no data",
"points": 0,
"status": "excluded",
"details": [
{
"code": "no_data",
"params": {}
}
],
"max_points": 10
},
{
"key": "automated_maintenance",
"name": "Automated maintenance",
"detail": "no data",
"points": 0,
"status": "excluded",
"details": [
{
"code": "no_data",
"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": 99,
"inputs": {
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"largest_source_bytes": 124950,
"source_files_sampled": 397,
"oversized_source_files": 4
},
"components": [
{
"key": "type_checkable_code",
"name": "Type-checkable code",
"detail": "Go (statically typed)",
"points": 45,
"status": "met",
"details": [
{
"code": "statically_typed_language",
"params": {
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}
],
"max_points": 45
},
{
"key": "manageable_file_sizes",
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"detail": "4/397 source files over 60KB",
"points": 54.4,
"status": "partial",
"details": [
{
"code": "oversized_source_files",
"params": {
"kb": 60,
"sampled": 397,
"oversized": 4
}
}
],
"max_points": 55
}
]
},
{
"key": "ai_interfaces",
"band": "at_risk",
"name": "Machine-readable interfaces",
"note": null,
"notes": [],
"value": 40,
"inputs": {
"example_dirs": [
"example"
],
"has_mcp_signal": false,
"api_schema_files": []
},
"components": [
{
"key": "api_schema_openapi_graphql_proto",
"name": "API schema (OpenAPI/GraphQL/proto)",
"detail": null,
"points": 0,
"status": "missed",
"details": [],
"max_points": 40
},
{
"key": "mcp_server",
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"detail": null,
"points": 0,
"status": "missed",
"details": [],
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},
{
"key": "runnable_examples",
"name": "Runnable examples",
"detail": "example",
"points": 40,
"status": "met",
"details": [
{
"code": "file_list",
"params": {
"files": "example"
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}
],
"max_points": 40
}
]
}
],
"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": [
"Some issue/PR counts unavailable (search API limit); rerun later",
"Could not fetch go package 'github.com/startvibecoding/mothx' from its registry",
"npm package 'vibecoding-installer' points at a different repository (git+https://github.com/startvibecoding/mothx.git); excluded from ecosystem scoring",
"pypi package 'mothx-installer' points at a different repository (https://github.com/startvibecoding/mothx); excluded from ecosystem scoring"
],
"report_type": "repository",
"generated_at": "2026-07-15T09:17:43.920079Z",
"schema_version": "0.11.0",
"badge_url": "https://raw.githubusercontent.com/inspect-software/badges/main/v1/f/fuckvibecoding/vibecoding.svg",
"full_name": "fuckvibecoding/vibecoding",
"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 v0.11.0 — full methodology · metrics wiki.
How one result sits in the wider record: aggregate statistics — npm, PyPI.