Public record
Software health reportschema 0.34.0 · metrics 2.10.0 · 2026-09-14 00:44 UTC

KarmaloopAI / Jiva

Jiva is a CLI-first, open source autonomous AI agent and open alternative to Claude. Written in TypeScript with native support for Sarvam-105B and gpt-oss-120b, it autonomously plans and executes tasks from your terminal. Supports MCP servers, a built-in Skills system, and Jiva Personas - a plugin framework fully compatible with Claude Plugins.

TypeScript · JavaScriptMIT★ 35 stars⑂ 7 forkssince Aug 2024View on GitHub ↗
KindLibraryCommand-line toolMCP serverNetwork servicehow this is determined
#agent#autonomous#claude-plugins#claude-skills#cli#gpt-oss-120b#mcp-servers#sarvam-105b

KarmaloopAI/Jiva holds a health index of 75 out of 100, placing it in the Good band. It scores highest on Vitality (83/100) and lowest on Community & Adoption (50/100). It was last updated 29 days ago. A single contributor accounts for most of its recent work.

75
overall / 100
Good

Software health index

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

75
Exceptional93-100The record's top tier (≈ top 5%); essentially all checked criteria met
Excellent80-92Strong across the board; minor gaps
Good65-79Healthy; gaps are limited and manageable
Moderate50-64Acceptable with notable gaps; review recommended
Weak35-49Material weaknesses across several areas
At Risk20-34Significant weaknesses; adoption warrants caution
Critical1-19Severe problems (abandoned, single-maintainer, no hygiene)
VitalityCommunity &AdoptionSustainability &GovernanceEngineeringQualitySecurityAI Readiness

Score profile

Each axis is a category. The shape matters more than the average — a healthy subject fills the whole shape, while a spike-and-crater profile means strength in one dimension is masking risk in another.

The weighted overall 65 is calibrated to 75 on the published index scale (record calibration 2026-08-02).

Ownership

Karmaloop AIOrganization
2 followers9 public repossince Jan 2018

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

Package ecosystems

RegistryPackageVersionDownloads / moVersionsLast publishTags
npmjiva-core0.3.531,3266529 days agoaiagentautonomousmcpmodel-context-protocolgpt-ossgpt-oss-120bclichatbotassistantautomationllmkrutrimharmonyconversationtool-calling

Metrics by category

Vitality

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

83Excellent · 21% of overall

Development activity

71Good
How it's scored
28.8/36Push recency — last push 29 days ago
14.5/36Commit cadence — 21/52 weeks with commits
17.9/18Commit volume — 97 commits in the last year
10/10OpenSSF Scorecard: Maintained — 29 commit(s) and 0 issue activity found in the last 90 days -- score normalized to 10
Inputs used
commits_last_year97
human_commit_share0.83
days_since_last_push29
active_weeks_last_year21

Release discipline

100Exceptional
How it's scored
27/27Ships releases — 19 releases published
36/36Release recency — latest release 29 days ago
27/27Release cadence — a release every ~15.5 days
0/10OpenSSF Scorecard: Signed-Releases — no data
Inputs used
releases_count19
latest_release_tagv0.3.53
releases_from_tagsno
days_since_latest_release29
mean_days_between_releases15.5
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?

50Moderate · 17% of overall

Popularity & adoption

31At Risk
How it's scored
24.8/60Stars — 35 stars
6.5/25Forks — 7 forks
0/15Watchers — 0 watchers
Inputs used
forks7
stars35
watchers0
growth_stateunverified
growth_factor_pct100
growth_unverified_reasonno_history

Community health

70Good
How it's scored
22.5/22.5README
22.5/22.5License — recognized license (MIT)
18/18CONTRIBUTING guide
0/13.5Code of conduct
0/7.2Issue template
0/6.3PR template
Inputs used
has_readmeyes
has_licenseyes
readme_badges3
has_contributingyes
has_issue_templateno
has_code_of_conductno
readme_badge_servicesshields.io
has_pull_request_templateno

Ecosystem adoption (downloads)

52Moderate
How it's scored
41.6/80Monthly downloads — 1,326 downloads/month across npm
0/20Registry dependents — not reported by this ecosystem
Inputs used
packagesjiva-core
dependents—
ecosystemsnpm
total_downloads—
monthly_downloads1,326
unverified_packages_excluded—
Excluded from scoring (no data or not applicable): Registry dependents. Remaining weights renormalized.

Sustainability & Governance

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

54Moderate · 23% of overall

Maintainer resilience (bus factor)

13Critical
How it's scored
9/54Bus factor — 1 contributor(s) cover half of all commits
0/22.5Commit distribution — top contributor authored 100% of commits
1.4/13.5Contributor breadth — 1 contributors
3/10OpenSSF Scorecard: Contributors — project has 1 contributing companies or organizations -- score normalized to 3
Inputs used
bus_factor1
contributors_sampled1
top_contributor_share1

Issue & PR responsiveness

69Good
How it's scored
34/42Issue resolution — 81% of issues closed
26.3/30PR acceptance — 36/41 decided PRs merged
0/13Newcomer PR acceptance — no first-time contributor's PR decided in 30d
0/15OpenSSF Scorecard: Code-Review — Found 0/8 approved changesets -- score normalized to 0
Inputs used
merged_prs36
open_issues4
closed_issues17
prs_merged_7d0
prs_decided_7d0
prs_merged_30d0
prs_decided_30d0
issue_closed_ratio0.81
closed_unmerged_prs5
first_time_authors_30d0
first_time_prs_merged_30d0
first_time_prs_decided_30d0
Excluded from scoring (no data or not applicable): Newcomer PR acceptance. Remaining weights renormalized.

Ownership & stewardship

53Moderate
How it's scored
30/30Ownership backing — organization-owned
0/20Verified domain
3.4/25Owner reach — 2 followers of KarmaloopAI
19.3/25Track record — 9 public repos, account ~8 yr old
Inputs used
followers2
owner_typeOrganization
is_verifiedno
owner_loginKarmaloopAI
public_repos9
account_age_days3,161

Package maintenance

100Exceptional
How it's scored
25/25Published & resolvable — 1 package(s) on npm
35/35Publish recency — latest publish 29 days ago
20/20Version history — 65 published versions
20/20Not deprecated — active, not deprecated or yanked
Inputs used
packagesjiva-core
ecosystemsnpm
any_deprecatedno
min_days_since_publish29

Engineering Quality

Are baseline engineering and documentation practices in place?

81Excellent · 19% of overall

Engineering practices

68Good
How it's scored
24/24CI workflows — 2 workflow(s)
24/24Tests present
0/16Linter config
0/9.6Pre-commit hooks
0/6.4.editorconfig
20/20OpenSSF Scorecard: CI-Tests — 8 out of 8 merged PRs checked by a CI test -- score normalized to 10
Inputs used
has_ciyes
has_testsyes
has_editorconfigno
has_linter_configno
has_precommit_configno

Documentation

100Exceptional
How it's scored
30/30README
25/25Documentation directory
15/15Documentation / homepage site — https://www.karmaloop.ai
10/10Repository description
10/10Topics — 8 topics
10/10Wiki
Inputs used
topicsagent, autonomous, claude-plugins, claude-skills, cli, gpt-oss-120b, mcp-servers, sarvam-105b
has_wikiyes
homepagehttps://www.karmaloop.ai
docs_sitehttps://www.karmaloop.ai
has_readmeyes
has_docs_diryes
has_descriptionyes

Security

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

57Moderate · 16% of overall

Security posture

52Moderate
How it's scored
7.5/7.5Binary-Artifacts — no binaries found in the repo
2.2/7.5Branch-Protection — branch protection is not maximal on development and all release branches
2.5/2.5CI-Tests — 8 out of 8 merged PRs checked by a CI test -- score normalized to 10
0/2.5CII-Best-Practices — no effort to earn an OpenSSF best practices badge detected
0/7.5Code-Review — Found 0/8 approved changesets -- score normalized to 0
0.8/2.5Contributors — project has 1 contributing companies or organizations -- score normalized to 3
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 — 29 commit(s) and 0 issue activity found in the last 90 days -- score normalized to 10
5/5Packaging — packaging workflow detected
1.5/5Pinned-Dependencies — dependency not pinned by hash detected -- score normalized to 3
4/5SAST — SAST tool is not run on all commits -- score normalized to 8
0/5Security-Policy — security policy file not detected
0/7.5Signed-Releases — no data
6.8/7.5Token-Permissions — detected GitHub workflow tokens with excessive permissions
0/7.5Vulnerabilities — 71 existing vulnerabilities detected
Inputs used
sourceopenssf_scorecard
checks_evaluated17
scorecard_versionv5.5.0
checks_inconclusive1
scorecard_aggregate5.2
Excluded from scoring (no data or not applicable): Signed-Releases. Remaining weights renormalized.

Dependency advisories

78Good
How it's scored
35/35Direct dependencies free of known advisories — no direct dependency carries a known advisory
8.8/25Indirect dependencies free of known advisories — 2 affected: uuid 9.0.1 (high 7.5), qs 6.15.3 (moderate 5.3)
33.7/40No advisories left outstanding — 1 advisory-carrying package(s) unaddressed past 90 days; oldest published 144 days ago
Inputs used
sourceosv
advisories3
affected_packages2
assessed_packages366
unassessed_packages0
affected_by_severityhigh 1, moderate 1
direct_affected_packages0
Matched the npm:jiva-core@0.3.53 runtime dependency closure — what installing the published package pulls in — 366 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.

51Moderate · 4% of overall

Agent context & guidance

30At Risk
How it's scored
0/45Agent instructions — no CLAUDE.md / AGENTS.md / editor rules
0/15Machine-readable docs (llms.txt)
29.6/40Legible commit history — 46 of 83 human commits state their intent (structured subject or explanatory body)
Inputs used
has_llms_txtno
llms_txt_url—
legible_history_share0.554
agent_instruction_files—
agent_instruction_max_bytes—

Verify loop (build / test / typecheck)

46Weak
How it's scored
0/18One-command bootstrap
22/22Automated tests
0/11Lint / format config
11/11Static type checking — tsconfig.json
10/10Reproducible environment — Dockerfile, lockfile
0/10Demonstrated agent practice — no agent-authored commits among the last 100
0/8Automated maintenance — no automated dependency updates observed
3/10OpenSSF Scorecard: Pinned-Dependencies — dependency not pinned by hash detected -- score normalized to 3
Inputs used
has_nixno
has_testsyes
lockfilespackage-lock.json
has_dockerfileyes
typed_languageyes
bootstrap_files—
has_devcontainerno
has_linter_configno
typecheck_configstsconfig.json
agent_commit_share0
toolchain_manifests—
dependency_bot_commit_share0

Code legibility for models

100Exceptional
How it's scored
45/45Type-checkable code — TypeScript (statically typed)
54.5/55Manageable file sizes — 1/100 source files over 60KB
Inputs used
primary_languageTypeScript
largest_source_bytes70,672
source_files_sampled100
oversized_source_files1

Machine-readable interfaces

60Moderate
How it's scored
0/40API schema (OpenAPI/GraphQL/proto)
20/20MCP server
40/40Runnable examples — examples
Inputs used
example_dirsexamples
has_mcp_signalyes
api_schema_files—
interfaces_expected_ofnetwork-service

Key facts

35GitHub stars
1contributors
97commits, last 12 months
29days since last push
19releases
1bus factor
4open issues
npmpackage ecosystems

Data collection warnings

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

More detail

Star and fork history 0 ★ / 7 ⇿
0Stars
7Forks
19Releases

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.

1234567712024-092025-092026-09
Major 0Minor 0Patch 19

Each point covers 2 days.

OpenSSF Scorecard 5.2 / 10
5.2aggregate

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 · 2026-09-14 00:44 UTC

10Binary-Artifactsno binaries found in the repo
3Branch-Protectionbranch protection is not maximal on development and all release branches
10CI-Tests8 out of 8 merged PRs checked by a CI test -- score normalized to 10
0CII-Best-Practicesno effort to earn an OpenSSF best practices badge detected
0Code-ReviewFound 0/8 approved changesets -- score normalized to 0
3Contributorsproject has 1 contributing companies or organizations -- score normalized to 3
10Dangerous-Workflowno dangerous workflow patterns detected
0Dependency-Update-Toolno update tool detected
0Fuzzingproject is not fuzzed
10Licenselicense file detected
10Maintained29 commit(s) and 0 issue activity found in the last 90 days -- score normalized to 10
10Packagingpackaging workflow detected
3Pinned-Dependenciesdependency not pinned by hash detected -- score normalized to 3
8SASTSAST tool is not run on all commits -- score normalized to 8
0Security-Policysecurity policy file not detected
n/aSigned-Releasesno releases found
9Token-Permissionsdetected GitHub workflow tokens with excessive permissions
0Vulnerabilities71 existing vulnerabilities detected
Direct dependencies 21
RegistryPackageVersion constraintManifest
npm@google-cloud/storage^7.0.0package.json
npm@modelcontextprotocol/sdk^1.0.4package.json
npm@modelcontextprotocol/server-filesystem^2025.11.25package.json
npmarchiver^7.0.1package.json
npmchalk^5.3.0package.json
npmcommander^12.1.0package.json
npmconf^13.0.1package.json
npmdiff^8.0.3package.json
npmexpress^4.18.2package.json
npmgpt-tokenizer^3.4.0package.json
npminquirer^12.0.1package.json
npmjsonwebtoken^9.0.2package.json
npmmarked^15.0.12package.json
npmmarked-terminal^7.3.0package.json
npmora^8.1.1package.json
npmunzipper^0.12.3package.json
npmvscode-jsonrpc^8.2.1package.json
npmvscode-languageserver-types^3.17.5package.json
npmws^8.16.0package.json
npmyaml^2.6.1package.json
npmzod^3.24.1package.json
All dependencies 411

Full resolved dependency set from the GitHub dependency graph: 26 direct and 385 indirect (transitive) packages. The transitive closure is complete when the repository commits a lockfile.

RegistryPackageVersionRelation
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npm@modelcontextprotocol/sdk1.27.1direct
npm@modelcontextprotocol/server-filesystem2025.11.25direct
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npmvscode-jsonrpc8.2.1direct
npmvscode-languageserver-types3.17.5direct
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npmhighlight.js10.7.3indirect
npmhono4.12.2indirect
npmhtml-entities2.6.0indirect
npmhttp-errors2.0.1indirect
npmhttp-proxy-agent5.0.0indirect
npmhttps-proxy-agent5.0.1indirect
npmhttps-proxy-agent7.0.6indirect
npmiconv-lite0.4.24indirect
npmiconv-lite0.7.0indirect
npmieee7541.2.1indirect
npminherits2.0.4indirect
npmip-address10.0.1indirect
npmipaddr.js1.9.1indirect
npmis-fullwidth-code-point3.0.0indirect
npmis-interactive2.0.0indirect
npmis-promise4.0.0indirect
npmis-stream2.0.1indirect
npmis-unicode-supported1.3.0indirect
npmis-unicode-supported2.1.0indirect
npmisarray1.0.0indirect
npmisexe2.0.0indirect
npmjose6.1.3indirect
npmjson-bigint1.0.0indirect
npmjson-schema-traverse1.0.0indirect
npmjson-schema-typed8.0.2indirect
npmjsonfile6.2.0indirect
npmjwa2.0.1indirect
npmjws4.0.1indirect
npmlazystream1.0.1indirect
npmlodash4.17.23indirect
npmlodash.includes4.3.0indirect
npmlodash.isboolean3.0.3indirect
npmlodash.isinteger4.0.4indirect
npmlodash.isnumber3.0.3indirect
npmlodash.isplainobject4.0.6indirect
npmlodash.isstring4.0.1indirect
npmlodash.once4.1.1indirect
npmlog-symbols6.0.0indirect
npmlru-cache11.2.6indirect
npmmake-error1.3.6indirect
npmmath-intrinsics1.1.0indirect
npmmedia-typer0.3.0indirect
npmmedia-typer1.1.0indirect
npmmerge-descriptors1.0.3indirect
npmmerge-descriptors2.0.0indirect
npmmethods1.1.2indirect
npmmime1.6.0indirect
npmmime3.0.0indirect
npmmime-db1.52.0indirect
npmmime-db1.54.0indirect
npmmime-types2.1.35indirect
npmmime-types3.0.2indirect
npmmimic-function5.0.1indirect
npmminimatch10.2.3indirect
npmminimatch5.1.8indirect
npmminipass7.1.3indirect
npmms2.0.0indirect
npmms2.1.3indirect
npmmute-stream2.0.0indirect
npmmz2.7.0indirect
npmnegotiator0.6.3indirect
npmnegotiator1.0.0indirect
npmnode-emoji2.2.0indirect
npmnode-fetch2.7.0indirect
npmnode-int640.4.0indirect
npmnormalize-path3.0.0indirect
npmobject-assign4.1.1indirect
npmobject-inspect1.13.4indirect
npmon-finished2.4.1indirect
npmonce1.4.0indirect
npmonetime7.0.0indirect
npmp-limit3.1.0indirect
npmparse55.1.1indirect
npmparse56.0.1indirect
npmparse5-htmlparser2-tree-adapter6.0.1indirect
npmparseurl1.3.3indirect
npmpath-key3.1.1indirect
npmpath-scurry2.0.2indirect
npmpath-to-regexp0.1.12indirect
npmpath-to-regexp8.3.0indirect
npmpkce-challenge5.0.1indirect
npmprocess0.11.10indirect
npmprocess-nextick-args2.0.1indirect
npmproxy-addr2.0.7indirect
npmpunycode2.3.1indirect
npmqs6.14.2indirect
npmrange-parser1.2.1indirect
npmraw-body2.5.3indirect
npmraw-body3.0.2indirect
npmreadable-stream2.3.8indirect
npmreadable-stream3.6.2indirect
npmreadable-stream4.7.0indirect
npmreaddir-glob1.1.3indirect
npmrequire-directory2.1.1indirect
npmrequire-from-string2.0.2indirect
npmresolve-pkg-maps1.0.0indirect
npmrestore-cursor5.1.0indirect
npmretry0.13.1indirect
npmretry-request7.0.2indirect
npmrouter2.2.0indirect
npmrun-async4.0.6indirect
npmrxjs7.8.2indirect
npmsafe-buffer5.1.2indirect
npmsafe-buffer5.2.1indirect
npmsafer-buffer2.1.2indirect
npmsemver7.7.3indirect
npmsend0.19.2indirect
npmsend1.2.1indirect
npmserve-static1.16.3indirect
npmserve-static2.2.1indirect
npmsetprototypeof1.2.0indirect
npmshebang-command2.0.0indirect
npmshebang-regex3.0.0indirect
npmside-channel1.1.0indirect
npmside-channel-list1.0.0indirect
npmside-channel-map1.0.1indirect
npmside-channel-weakmap1.0.2indirect
npmsignal-exit4.1.0indirect
npmskin-tone2.0.0indirect
npmstatuses2.0.2indirect
npmstdin-discarder0.2.2indirect
npmstream-events1.0.5indirect
npmstream-shift1.0.3indirect
npmstreamx2.23.0indirect
npmstring-width4.2.3indirect
npmstring-width7.2.0indirect
npmstring_decoder1.1.1indirect
npmstring_decoder1.3.0indirect
npmstrip-ansi6.0.1indirect
npmstrip-ansi7.1.2indirect
npmstrnum2.1.2indirect
npmstubborn-fs2.0.0indirect
npmstubborn-utils1.0.2indirect
npmstubs3.0.0indirect
npmsupports-color7.2.0indirect
npmsupports-hyperlinks3.2.0indirect
npmtar-stream3.1.7indirect
npmteeny-request9.0.0indirect
npmtext-decoder1.2.6indirect
npmthenify3.3.1indirect
npmthenify-all1.6.0indirect
npmtoidentifier1.0.1indirect
npmtr463.0.0indirect
npmts-node10.9.2indirect
npmtslib2.8.1indirect
npmtsx4.21.0indirect
npmtype-fest4.41.0indirect
npmtype-is1.6.18indirect
npmtype-is2.0.1indirect
npmtypescript5.9.3indirect
npmuint8array-extras1.5.0indirect
npmundici-types6.21.0indirect
npmunicode-emoji-modifier-base1.0.0indirect
npmuniversalify2.0.1indirect
npmunpipe1.0.0indirect
npmutil-deprecate1.0.2indirect
npmutils-merge1.0.1indirect
npmuuid8.3.2indirect
npmuuid9.0.1indirect
npmv8-compile-cache-lib3.0.1indirect
npmvary1.1.2indirect
npmwebidl-conversions3.0.1indirect
npmwhatwg-url5.0.0indirect
npmwhen-exit2.1.5indirect
npmwhich2.0.2indirect
npmwrap-ansi6.2.0indirect
npmwrap-ansi7.0.0indirect
npmwrappy1.0.2indirect
npmy18n5.0.8indirect
npmyargs16.2.0indirect
npmyargs-parser20.2.9indirect
npmyn3.1.1indirect
npmyocto-queue0.1.0indirect
npmyoctocolors-cjs2.1.3indirect
npmzip-stream6.0.1indirect
npmzod-to-json-schema3.25.1indirect
Dependency advisories 2

Installing npm:jiva-core@0.3.53 pulls in 366 packages, direct and transitive: 2 carry known advisories, of which 0 are direct dependencies.

PackageVersionRelationSeverityAdvisoriesFixed in
uuid9.0.1indirecthigh113.0.1
qs6.15.3indirectmoderate26.16.0

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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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.