Public record
Software health reportschema 0.34.0 · metrics 2.10.0 · 2026-09-10 19:19 UTC

jrussellsmyth / joakim-ai

A Go toolkit for building AI agents and applications across multiple providers. Unified LLM client, agent framework with handoffs, tool calling, streaming, structured output, MCP integration, and cost tracking.

GoMIT★ 0 stars⑂ 0 forkssince May 2026forkView on GitHub ↗
KindApplicationLibraryhow this is determined

jrussellsmyth/joakim-ai holds a health index of 28 out of 100, placing it in the At Risk band. It scores highest on AI Readiness (76/100) and lowest on Community & Adoption (12/100). It was last updated 45 days ago. A single contributor accounts for most of its recent work.

28
overall / 100
At Risk

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.

28
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 34 is calibrated to 28 on the published index scale (record calibration 2026-08-02).

Ownership

jrussellsmythPersonal account
5 followers60 public repossince Dec 2012

This repository is owned by a personal account. A single-owner project carries more continuity risk than an organization-backed one.

Package ecosystems

RegistryPackageVersionDownloads / moVersionsLast publish
Gogithub.com/joakimcarlsson/ai/fimpoints to another repo — not scoredv0.3.0-729 days ago
Gogithub.com/joakimcarlsson/ai/llmpoints to another repo — not scoredv0.6.0-1329 days ago
Gogithub.com/joakimcarlsson/ai/sttpoints to another repo — not scoredv0.3.0-829 days ago
Gogithub.com/joakimcarlsson/ai/ttspoints to another repo — not scoredv0.3.0-829 days ago
Gogithub.com/joakimcarlsson/ai/toolpoints to another repo — not scoredv0.1.3-429 days ago
Gogithub.com/joakimcarlsson/ai/agentpoints to another repo — not scoredv0.5.3-1529 days ago
Gogithub.com/joakimcarlsson/ai/batchpoints to another repo — not scoredv0.1.9-1029 days ago
Gogithub.com/joakimcarlsson/ai/imagepoints to another repo — not scoredv0.3.0-729 days ago
Gogithub.com/joakimcarlsson/ai/image/xaipoints to another repo — not scoredv0.3.1-95 days ago
Gogithub.com/joakimcarlsson/ai/llm/azurepoints to another repo — not scoredv0.9.0-185 days ago
Gogithub.com/joakimcarlsson/ai/cmd/llmstxtpoints to another repo — not scoredv0.1.1-229 days ago
Gogithub.com/joakimcarlsson/ai/fim/mistralpoints to another repo — not scoredv0.2.0-729 days ago
Gogithub.com/joakimcarlsson/ai/image/azurepoints to another repo — not scoredv0.4.0-65 days ago
Gogithub.com/joakimcarlsson/ai/batch/geminipoints to another repo — not scoredv0.2.0-1329 days ago
Gogithub.com/joakimcarlsson/ai/batch/openaipoints to another repo — not scoredv0.2.0-1029 days ago
Gogithub.com/joakimcarlsson/ai/fim/deepseekpoints to another repo — not scoredv0.2.0-729 days ago

Metrics by category

Vitality

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

43Weak · 21% of overall

Development activity

71Good
How it's scored
18/36Push recency — last push 45 days ago
24.9/36Commit cadence — 36/52 weeks with commits
18/18Commit volume — 249 commits in the last year
10/10OpenSSF Scorecard: Maintained — 30 commit(s) and 0 issue activity found in the last 90 days -- score normalized to 10
Inputs used
commits_last_year249
human_commit_share1
days_since_last_push45
active_weeks_last_year36

Release discipline

1Critical
How it's scored
0/27Ships releases — no releases published
0/36Release recency — no releases
0/27Release cadence — no releases
0/10OpenSSF Scorecard: Signed-Releases — no data
Inputs used
releases_count0
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?

12Critical · 17% of overall

Popularity & adoption

1Critical
How it's scored
0/60Stars — 0 stars
0/25Forks — 0 forks
0/15Watchers — 0 watchers
Inputs used
forks0
stars0
watchers0
growth_stateunverified
growth_factor_pct100
growth_unverified_reasonno_history

Community health

25At Risk
How it's scored
0/22.5README
22.5/22.5License — recognized license (MIT)
0/18CONTRIBUTING guide
0/13.5Code of conduct
0/7.2Issue template
0/6.3PR template
Inputs used
has_readmeno
has_licenseno
readme_badges3
has_contributingno
has_issue_templateno
has_code_of_conductno
readme_badge_servicesgithub.com, shields.io
has_pull_request_templateno

Sustainability & Governance

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

22At Risk · 23% of overall

Maintainer resilience (bus factor)

16Critical
How it's scored
9/54Bus factor — 1 contributor(s) cover half of all commits
1.3/22.5Commit distribution — top contributor authored 94% of commits
5.4/13.5Contributor breadth — 4 contributors
0/10OpenSSF Scorecard: Contributors — project has 0 contributing companies or organizations -- score normalized to 0
Inputs used
bus_factor1
contributors_sampled4
top_contributor_share0.941

Issue & PR responsiveness

1Critical
How it's scored
0/42Issue resolution — no issues or no data
0/30PR acceptance — 0/3 decided PRs merged
0/13Newcomer PR acceptance — no first-time contributor's PR decided in 30d
0/15OpenSSF Scorecard: Code-Review — Found 0/30 approved changesets -- score normalized to 0
Inputs used
merged_prs0
open_issues0
closed_issues0
prs_merged_7d0
prs_decided_7d0
prs_merged_30d0
prs_decided_30d0
issue_closed_ratio—
closed_unmerged_prs3
first_time_authors_30d0
first_time_prs_merged_30d0
first_time_prs_decided_30d0
Excluded from scoring (no data or not applicable): Issue resolution, Newcomer PR acceptance. Remaining weights renormalized.

Ownership & stewardship

51Moderate
How it's scored
10/30Ownership backing — personal (user) account
0/20Verified domain — not applicable to user accounts
5.6/25Owner reach — 5 followers of jrussellsmyth
25/25Track record — 60 public repos, account ~13 yr old
Inputs used
followers5
owner_typeUser
is_verified—
owner_loginjrussellsmyth
public_repos60
account_age_days5,023
Excluded from scoring (no data or not applicable): Verified domain. Remaining weights renormalized.

Engineering Quality

Are baseline engineering and documentation practices in place?

52Moderate · 19% of overall

Engineering practices

80Excellent
How it's scored
24/24CI workflows — 2 workflow(s)
24/24Tests present
16/16Linter config — .golangci.yml
0/9.6Pre-commit hooks
0/6.4.editorconfig
0/20OpenSSF Scorecard: CI-Tests — no data
Inputs used
has_ciyes
has_testsyes
has_editorconfigno
has_linter_configyes
has_precommit_configno
Excluded from scoring (no data or not applicable): OpenSSF Scorecard: CI-Tests. Remaining weights renormalized.

Documentation

10Critical
How it's scored
0/30README
0/25Documentation directory
0/15Documentation / homepage site
0/10Repository description
0/10Topics
10/10Wiki
Inputs used
topics—
has_wikiyes
homepage—
docs_site—
has_readmeno
has_docs_dirno
has_descriptionno

Security

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

31At Risk · 16% of overall

Security posture

31At Risk
How it's scored
7.5/7.5Binary-Artifacts — no binaries found in the repo
0/7.5Branch-Protection — branch protection not enabled on development/release branches
0/2.5CI-Tests — no data
0/2.5CII-Best-Practices — no effort to earn an OpenSSF best practices badge detected
0/7.5Code-Review — Found 0/30 approved changesets -- score normalized to 0
0/2.5Contributors — project has 0 contributing companies or organizations -- score normalized to 0
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 — 30 commit(s) and 0 issue activity found in the last 90 days -- score normalized to 10
0/5Packaging — no data
0/5Pinned-Dependencies — dependency not pinned by hash detected -- score normalized to 0
0/5SAST — no SAST tool detected
0/5Security-Policy — security policy file not detected
0/7.5Signed-Releases — no data
0/7.5Token-Permissions — detected GitHub workflow tokens with excessive permissions
0/7.5Vulnerabilities — 33 existing vulnerabilities detected
Inputs used
sourceopenssf_scorecard
checks_evaluated15
scorecard_versionv5.5.0
checks_inconclusive3
scorecard_aggregate3.1
Excluded from scoring (no data or not applicable): CI-Tests, Packaging, Signed-Releases. 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.

76Good · 4% of overall

Agent context & guidance

55Moderate
How it's scored
0/45Agent instructions — no CLAUDE.md / AGENTS.md / editor rules
15/15Machine-readable docs (llms.txt) — llms.txt served by the project website (https://joakimcarlsson.github.io/ai/llms.txt)
40/40Legible commit history — 93 of 100 human commits state their intent (structured subject or explanatory body)
Inputs used
has_llms_txtyes
llms_txt_urlhttps://joakimcarlsson.github.io/ai/llms.txt
legible_history_share0.93
agent_instruction_files—
agent_instruction_max_bytes—

Verify loop (build / test / typecheck)

74Good
How it's scored
18/18One-command bootstrap — Makefile, examples/voice/handoff/Makefile, examples/voice/memory/Makefile, examples/voice/toolsets/Makefile, examples/voice/web/Makefile
22/22Automated tests
11/11Lint / format config — .golangci.yml
11/11Static type checking — examples/voice/handoff/ui/tsconfig.json, examples/voice/memory/ui/tsconfig.json, examples/voice/toolsets/ui/tsconfig.json, examples/voice/web/ui/tsconfig.json
10/10Reproducible environment — lockfile
2/10Demonstrated agent practice — 1 of the last 100 commits agent-authored or agent-credited
0/8Automated maintenance — no automated dependency updates observed
0/10OpenSSF Scorecard: Pinned-Dependencies — dependency not pinned by hash detected -- score normalized to 0
Inputs used
has_nixno
has_testsyes
lockfilesgo.sum, package-lock.json
has_dockerfileno
typed_languageyes
bootstrap_filesMakefile, examples/voice/handoff/Makefile, examples/voice/memory/Makefile, examples/voice/toolsets/Makefile, examples/voice/web/Makefile
has_devcontainerno
has_linter_configyes
typecheck_configsexamples/voice/handoff/ui/tsconfig.json, examples/voice/memory/ui/tsconfig.json, examples/voice/toolsets/ui/tsconfig.json, examples/voice/web/ui/tsconfig.json
agent_commit_share0.01
toolchain_manifestsagent/go.mod, batch/anthropic/go.mod, batch/concurrent/go.mod, batch/gemini/go.mod, batch/go.mod, batch/openai/go.mod, cmd/llmstxt/go.mod, embeddings/bedrock/go.mod, embeddings/berget/go.mod, embeddings/cohere/go.mod, embeddings/gemini/go.mod, embeddings/go.mod, embeddings/mistral/go.mod, embeddings/openai/go.mod, embeddings/voyage/go.mod, examples/agent/basic/go.mod, examples/agent/continuation/go.mod, examples/agent/provider-switch/go.mod, examples/batch/concurrent/go.mod, examples/batch/provider-switch/go.mod, examples/embeddings/gemini/go.mod, examples/embeddings/provider-switch/go.mod, examples/embeddings/voyage/go.mod, examples/fim/mistral/go.mod, examples/fim/provider-switch/go.mod, examples/image/azure/go.mod, examples/image/gemini/go.mod, examples/image/provider-switch/go.mod, examples/image/xai/go.mod, examples/llm/anthropic-stream/go.mod, examples/llm/builtin-tools/go.mod, examples/llm/openai-chat/go.mod, examples/llm/openai-compatible/go.mod, examples/llm/options/go.mod, examples/llm/provider-switch/go.mod, examples/llm/stream-structured-output/go.mod, examples/llm/structured-output/go.mod, examples/llm/tool-calling/go.mod, examples/llm/vision-image-url/go.mod, examples/model/pricing/go.mod, examples/prompt/embed-templates/go.mod, examples/rerankers/cohere/go.mod, examples/rerankers/provider-switch/go.mod, examples/stt/deepgram/go.mod, examples/stt/provider-switch/go.mod, examples/tokens/truncate/go.mod, examples/tracing/otel/go.mod, examples/tts/elevenlabs/go.mod, examples/tts/provider-switch/go.mod, examples/voice-pipeline/go.mod, examples/voice/handoff/go.mod, examples/voice/memory/go.mod, examples/voice/toolsets/go.mod, examples/voice/web/go.mod, fim/deepseek/go.mod, fim/go.mod, fim/mistral/go.mod, image/azure/go.mod, image/gemini/go.mod, image/go.mod, image/openai/go.mod, image/xai/go.mod, llm/anthropic/go.mod, llm/azure/go.mod, llm/bedrock/go.mod, llm/berget/go.mod, llm/cerebras/go.mod, llm/deepseek/go.mod, llm/fireworks/go.mod, llm/gemini/go.mod, llm/go.mod, llm/groq/go.mod, llm/mistral/go.mod, llm/ollama/go.mod, llm/openai/go.mod, llm/openrouter/go.mod, llm/perplexity/go.mod, llm/together/go.mod, llm/vertexai/go.mod, llm/xai/go.mod, memory/go.mod, memory/pgvector/go.mod, memory/postgres/go.mod, memory/postgres/tests/go.mod, memory/sqlite/go.mod, memory/sqlite/tests/go.mod, message/go.mod, model/go.mod, prompt/go.mod, rerankers/berget/go.mod, rerankers/cohere/go.mod, rerankers/go.mod, rerankers/voyage/go.mod, schema/go.mod, session/go.mod, stt/assemblyai/go.mod, stt/azure/go.mod, stt/berget/go.mod, stt/deepgram/go.mod, stt/elevenlabs/go.mod, stt/go.mod, stt/google/go.mod, stt/openai/go.mod, tests/go.mod, tokens/go.mod, tokens/sliding/go.mod, tokens/summarize/go.mod, tokens/truncate/go.mod, tool/go.mod, tracing/go.mod, tts/azure/go.mod, tts/deepgram/go.mod, tts/elevenlabs/go.mod, tts/go.mod, tts/google/go.mod, tts/openai/go.mod, types/go.mod, voice/go.mod
dependency_bot_commit_share0

Code legibility for models

100Exceptional
How it's scored
45/45Type-checkable code — Go (statically typed)
55/55Manageable file sizes — 0/354 source files over 60KB
Inputs used
primary_languageGo
largest_source_bytes46,266
source_files_sampled354
oversized_source_files0

Machine-readable interfaces

100Exceptional
How it's scored
0/40API schema (OpenAPI/GraphQL/proto) — not applicable to this kind of software
20/20MCP server
40/40Runnable examples — examples
Inputs used
example_dirsexamples
has_mcp_signalyes
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
4contributors
249commits, last 12 months
45days since last push
0releases
1bus factor
0open issues
Go, PyPIpackage ecosystems

Data collection warnings

  • Community profile unavailable
  • go package 'github.com/joakimcarlsson/ai/fim' points at a different repository (https://github.com/joakimcarlsson/ai); excluded from ecosystem scoring
  • go package 'github.com/joakimcarlsson/ai/llm' points at a different repository (https://github.com/joakimcarlsson/ai); excluded from ecosystem scoring
  • go package 'github.com/joakimcarlsson/ai/stt' points at a different repository (https://github.com/joakimcarlsson/ai); excluded from ecosystem scoring
  • go package 'github.com/joakimcarlsson/ai/tts' points at a different repository (https://github.com/joakimcarlsson/ai); excluded from ecosystem scoring
  • go package 'github.com/joakimcarlsson/ai/tool' points at a different repository (https://github.com/joakimcarlsson/ai); excluded from ecosystem scoring
  • go package 'github.com/joakimcarlsson/ai/agent' points at a different repository (https://github.com/joakimcarlsson/ai); excluded from ecosystem scoring
  • go package 'github.com/joakimcarlsson/ai/batch' points at a different repository (https://github.com/joakimcarlsson/ai); excluded from ecosystem scoring
  • go package 'github.com/joakimcarlsson/ai/image' points at a different repository (https://github.com/joakimcarlsson/ai); excluded from ecosystem scoring
  • go package 'github.com/joakimcarlsson/ai/image/xai' points at a different repository (https://github.com/joakimcarlsson/ai); excluded from ecosystem scoring
  • go package 'github.com/joakimcarlsson/ai/llm/azure' points at a different repository (https://github.com/joakimcarlsson/ai); excluded from ecosystem scoring
  • go package 'github.com/joakimcarlsson/ai/cmd/llmstxt' points at a different repository (https://github.com/joakimcarlsson/ai); excluded from ecosystem scoring
  • go package 'github.com/joakimcarlsson/ai/fim/mistral' points at a different repository (https://github.com/joakimcarlsson/ai); excluded from ecosystem scoring
  • go package 'github.com/joakimcarlsson/ai/image/azure' points at a different repository (https://github.com/joakimcarlsson/ai); excluded from ecosystem scoring
  • go package 'github.com/joakimcarlsson/ai/batch/gemini' points at a different repository (https://github.com/joakimcarlsson/ai); excluded from ecosystem scoring
  • go package 'github.com/joakimcarlsson/ai/batch/openai' points at a different repository (https://github.com/joakimcarlsson/ai); excluded from ecosystem scoring
  • go package 'github.com/joakimcarlsson/ai/fim/deepseek' points at a different repository (https://github.com/joakimcarlsson/ai); excluded from ecosystem scoring
  • GitHub dependency-graph SBOM unavailable (404); the dependency graph may be disabled for this repository

More detail

OpenSSF Scorecard 3.1 / 10
3.1aggregate

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 · 2026-09-10 19:19 UTC

10Binary-Artifactsno binaries found in the repo
0Branch-Protectionbranch protection not enabled on development/release branches
n/aCI-Testsno pull request found
0CII-Best-Practicesno effort to earn an OpenSSF best practices badge detected
0Code-ReviewFound 0/30 approved changesets -- score normalized to 0
0Contributorsproject has 0 contributing companies or organizations -- score normalized to 0
10Dangerous-Workflowno dangerous workflow patterns detected
0Dependency-Update-Toolno update tool detected
0Fuzzingproject is not fuzzed
10Licenselicense file detected
10Maintained30 commit(s) and 0 issue activity found in the last 90 days -- score normalized to 10
n/aPackagingpackaging workflow not detected
0Pinned-Dependenciesdependency not pinned by hash detected -- score normalized to 0
0SASTno SAST tool detected
0Security-Policysecurity policy file not detected
n/aSigned-Releasesno releases found
0Token-Permissionsdetected GitHub workflow tokens with excessive permissions
0Vulnerabilities33 existing vulnerabilities detected
Direct dependencies 139
RegistryPackageVersion constraintManifest
Gogithub.com/joakimcarlsson/ai/llmv0.5.2agent/go.mod
Gogithub.com/joakimcarlsson/ai/memoryv0.2.7agent/go.mod
Gogithub.com/joakimcarlsson/ai/messagev0.5.1agent/go.mod
Gogithub.com/joakimcarlsson/ai/promptv0.1.0agent/go.mod
Gogithub.com/joakimcarlsson/ai/sessionv0.1.5agent/go.mod
Gogithub.com/joakimcarlsson/ai/tokensv0.2.6agent/go.mod
Gogithub.com/joakimcarlsson/ai/toolv0.1.2agent/go.mod
Gogithub.com/joakimcarlsson/ai/tracingv0.1.1agent/go.mod
Gogithub.com/joakimcarlsson/ai/typesv0.2.0agent/go.mod
Gogithub.com/joakimcarlsson/ai/embeddingsv0.2.4batch/go.mod
Gogithub.com/joakimcarlsson/ai/llmv0.5.2batch/go.mod
Gogithub.com/joakimcarlsson/ai/messagev0.5.1batch/go.mod
Gogithub.com/joakimcarlsson/ai/toolv0.1.2batch/go.mod
Gogithub.com/joakimcarlsson/ai/modelv0.7.0embeddings/go.mod
Gogithub.com/joakimcarlsson/ai/tracingv0.1.1embeddings/go.mod
Gogithub.com/joakimcarlsson/ai/modelv0.7.0fim/go.mod
Gogithub.com/joakimcarlsson/ai/tracingv0.1.1fim/go.mod
Gogithub.com/joakimcarlsson/ai/modelv0.7.0image/go.mod
Gogithub.com/joakimcarlsson/ai/tracingv0.1.1image/go.mod
Gogithub.com/joakimcarlsson/ai/messagev0.5.1llm/go.mod
Gogithub.com/joakimcarlsson/ai/modelv0.7.0llm/go.mod
Gogithub.com/joakimcarlsson/ai/schemav0.2.0llm/go.mod
Gogithub.com/joakimcarlsson/ai/toolv0.1.2llm/go.mod
Gogithub.com/joakimcarlsson/ai/tracingv0.1.1llm/go.mod
Gogithub.com/joakimcarlsson/ai/typesv0.2.0llm/go.mod
Gogo.opentelemetry.io/otelv1.44.0llm/go.mod
Gogo.opentelemetry.io/otel/tracev1.44.0llm/go.mod
Gogithub.com/google/uuidv1.6.0memory/go.mod
Gogithub.com/joakimcarlsson/ai/embeddingsv0.2.4memory/go.mod
Gogithub.com/joakimcarlsson/ai/llmv0.5.2memory/go.mod
Gogithub.com/joakimcarlsson/ai/messagev0.5.1memory/go.mod
Gogithub.com/joakimcarlsson/ai/toolv0.1.2memory/go.mod
Gogithub.com/joakimcarlsson/ai/modelv0.7.0message/go.mod
Gogithub.com/joakimcarlsson/ai/modelv0.7.0rerankers/go.mod
Gogithub.com/joakimcarlsson/ai/tracingv0.1.1rerankers/go.mod
Gogithub.com/joakimcarlsson/ai/messagev0.5.1session/go.mod
Gogithub.com/joakimcarlsson/ai/modelv0.7.0stt/go.mod
Gogithub.com/joakimcarlsson/ai/tracingv0.1.1stt/go.mod
Gogithub.com/joakimcarlsson/ai/messagev0.5.1tokens/go.mod
Gogithub.com/joakimcarlsson/ai/toolv0.1.2tokens/go.mod
Gogithub.com/modelcontextprotocol/go-sdkv1.6.1tool/go.mod
Gogo.opentelemetry.io/otelv1.44.0tracing/go.mod
Gogo.opentelemetry.io/otel/exporters/otlp/otlplog/otlploghttpv0.20.0tracing/go.mod
Gogo.opentelemetry.io/otel/exporters/otlp/otlpmetric/otlpmetrichttpv1.44.0tracing/go.mod
Gogo.opentelemetry.io/otel/exporters/otlp/otlptrace/otlptracehttpv1.44.0tracing/go.mod
Gogo.opentelemetry.io/otel/logv0.20.0tracing/go.mod
Gogo.opentelemetry.io/otel/metricv1.44.0tracing/go.mod
Gogo.opentelemetry.io/otel/sdkv1.44.0tracing/go.mod
Gogo.opentelemetry.io/otel/sdk/logv0.20.0tracing/go.mod
Gogo.opentelemetry.io/otel/sdk/metricv1.44.0tracing/go.mod
Gogo.opentelemetry.io/otel/tracev1.44.0tracing/go.mod
Gogithub.com/joakimcarlsson/ai/modelv0.7.0tts/go.mod
Gogithub.com/joakimcarlsson/ai/tracingv0.1.1tts/go.mod
Gogithub.com/joakimcarlsson/ai/llmv0.5.2voice/go.mod
Gogithub.com/joakimcarlsson/ai/memoryv0.2.7voice/go.mod
Gogithub.com/joakimcarlsson/ai/messagev0.5.1voice/go.mod
Gogithub.com/joakimcarlsson/ai/modelv0.7.0voice/go.mod
Gogithub.com/joakimcarlsson/ai/schemav0.2.0voice/go.mod
Gogithub.com/joakimcarlsson/ai/sessionv0.1.5voice/go.mod
Gogithub.com/joakimcarlsson/ai/sttv0.2.4voice/go.mod
Gogithub.com/joakimcarlsson/ai/tokensv0.2.6voice/go.mod
Gogithub.com/joakimcarlsson/ai/toolv0.1.2voice/go.mod
Gogithub.com/joakimcarlsson/ai/ttsv0.2.4voice/go.mod
Gogithub.com/joakimcarlsson/ai/typesv0.2.0voice/go.mod
Gogolang.org/x/syncv0.21.0voice/go.mod
Gogithub.com/anthropics/anthropic-sdk-gov1.51.0batch/anthropic/go.mod
Gogithub.com/joakimcarlsson/ai/batchv0.1.7batch/anthropic/go.mod
Gogithub.com/joakimcarlsson/ai/llmv0.5.2batch/anthropic/go.mod
Gogithub.com/joakimcarlsson/ai/messagev0.5.1batch/anthropic/go.mod
Gogithub.com/joakimcarlsson/ai/modelv0.7.0batch/anthropic/go.mod
Gogithub.com/joakimcarlsson/ai/toolv0.1.2batch/anthropic/go.mod
Gogithub.com/joakimcarlsson/ai/batchv0.1.7batch/concurrent/go.mod
Gogithub.com/joakimcarlsson/ai/embeddingsv0.2.4batch/concurrent/go.mod
Gogithub.com/joakimcarlsson/ai/llmv0.5.2batch/concurrent/go.mod
Gogithub.com/google/uuidv1.6.0batch/gemini/go.mod
Gogithub.com/joakimcarlsson/ai/batchv0.1.7batch/gemini/go.mod
Gogithub.com/joakimcarlsson/ai/embeddingsv0.2.4batch/gemini/go.mod
Gogithub.com/joakimcarlsson/ai/llmv0.5.2batch/gemini/go.mod
Gogithub.com/joakimcarlsson/ai/messagev0.5.1batch/gemini/go.mod
Gogithub.com/joakimcarlsson/ai/modelv0.7.0batch/gemini/go.mod
Gogithub.com/joakimcarlsson/ai/toolv0.1.2batch/gemini/go.mod
Gogoogle.golang.org/genaiv1.61.0batch/gemini/go.mod
Gogithub.com/joakimcarlsson/ai/batchv0.1.7batch/openai/go.mod
Gogithub.com/joakimcarlsson/ai/embeddingsv0.2.4batch/openai/go.mod
Gogithub.com/joakimcarlsson/ai/llmv0.5.2batch/openai/go.mod
Gogithub.com/joakimcarlsson/ai/messagev0.5.1batch/openai/go.mod
Gogithub.com/joakimcarlsson/ai/modelv0.7.0batch/openai/go.mod
Gogithub.com/joakimcarlsson/ai/toolv0.1.2batch/openai/go.mod
Gogithub.com/openai/openai-go/v3v3.41.0batch/openai/go.mod
Gogopkg.in/yaml.v3v3.0.1cmd/llmstxt/go.mod
Gogithub.com/aws/aws-sdk-go-v2/configv1.32.25embeddings/bedrock/go.mod
Gogithub.com/aws/aws-sdk-go-v2/service/bedrockruntimev1.54.0embeddings/bedrock/go.mod
Gogithub.com/joakimcarlsson/ai/embeddingsv0.2.4embeddings/bedrock/go.mod
Gogithub.com/joakimcarlsson/ai/modelv0.7.0embeddings/bedrock/go.mod
Gogithub.com/joakimcarlsson/ai/embeddingsv0.2.4embeddings/berget/go.mod
Gogithub.com/joakimcarlsson/ai/embeddings/openaiv0.1.5embeddings/berget/go.mod
Gogithub.com/joakimcarlsson/ai/embeddingsv0.2.4embeddings/cohere/go.mod
Gogithub.com/joakimcarlsson/ai/modelv0.7.0embeddings/cohere/go.mod
Gogithub.com/joakimcarlsson/ai/embeddingsv0.2.4embeddings/gemini/go.mod
Gogithub.com/joakimcarlsson/ai/modelv0.7.0embeddings/gemini/go.mod
Gogoogle.golang.org/genaiv1.61.0embeddings/gemini/go.mod
Gogithub.com/joakimcarlsson/ai/embeddingsv0.2.4embeddings/mistral/go.mod
Gogithub.com/joakimcarlsson/ai/modelv0.7.0embeddings/mistral/go.mod
Gogithub.com/joakimcarlsson/ai/embeddingsv0.2.4embeddings/openai/go.mod
Gogithub.com/joakimcarlsson/ai/modelv0.7.0embeddings/openai/go.mod
Gogithub.com/openai/openai-go/v3v3.41.0embeddings/openai/go.mod
Gogithub.com/joakimcarlsson/ai/embeddingsv0.2.4embeddings/voyage/go.mod
Gogithub.com/joakimcarlsson/ai/modelv0.7.0embeddings/voyage/go.mod
Gogithub.com/joakimcarlsson/ai/fimv0.2.2fim/deepseek/go.mod
Gogithub.com/joakimcarlsson/ai/modelv0.7.0fim/deepseek/go.mod
Gogithub.com/joakimcarlsson/ai/fimv0.2.2fim/mistral/go.mod
Gogithub.com/joakimcarlsson/ai/modelv0.7.0fim/mistral/go.mod
Gogithub.com/Azure/azure-sdk-for-go/sdk/azidentityv1.14.0image/azure/go.mod
Gogithub.com/joakimcarlsson/ai/imagev0.1.4image/azure/go.mod
Gogithub.com/joakimcarlsson/ai/image/openaiv0.2.1image/azure/go.mod
Gogithub.com/joakimcarlsson/ai/modelv0.7.0image/azure/go.mod
Gogithub.com/openai/openai-go/v3v3.41.0image/azure/go.mod
Gogithub.com/joakimcarlsson/ai/imagev0.1.4image/gemini/go.mod
Gogithub.com/joakimcarlsson/ai/modelv0.7.0image/gemini/go.mod
Gogoogle.golang.org/genaiv1.61.0image/gemini/go.mod
Gogithub.com/joakimcarlsson/ai/imagev0.1.4image/openai/go.mod
Gogithub.com/joakimcarlsson/ai/modelv0.7.0image/openai/go.mod
Gogithub.com/openai/openai-go/v3v3.41.0image/openai/go.mod
Gogithub.com/joakimcarlsson/ai/imagev0.1.4image/xai/go.mod
Gogithub.com/joakimcarlsson/ai/modelv0.7.0image/xai/go.mod
Gogithub.com/openai/openai-go/v3v3.41.0image/xai/go.mod
Gogithub.com/anthropics/anthropic-sdk-gov1.51.0llm/anthropic/go.mod
Gogithub.com/joakimcarlsson/ai/llmv0.5.2llm/anthropic/go.mod
Gogithub.com/joakimcarlsson/ai/messagev0.5.1llm/anthropic/go.mod
Gogithub.com/joakimcarlsson/ai/modelv0.7.0llm/anthropic/go.mod
Gogithub.com/joakimcarlsson/ai/schemav0.2.0llm/anthropic/go.mod
Gogithub.com/joakimcarlsson/ai/toolv0.1.2llm/anthropic/go.mod
Gogithub.com/joakimcarlsson/ai/typesv0.2.0llm/anthropic/go.mod
Gogithub.com/Azure/azure-sdk-for-go/sdk/azidentityv1.14.0llm/azure/go.mod
Gogithub.com/joakimcarlsson/ai/llmv0.5.2llm/azure/go.mod
Gogithub.com/joakimcarlsson/ai/llm/openaiv0.4.7llm/azure/go.mod
Gogithub.com/joakimcarlsson/ai/messagev0.5.1llm/azure/go.mod
Gogithub.com/joakimcarlsson/ai/modelv0.7.0llm/azure/go.mod
Gogithub.com/openai/openai-go/v3v3.41.0llm/azure/go.mod
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

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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.