Public record
Software health reportschema 0.11.0 · metrics 1.13.0 · 2026-07-17 05:48 UTC

bgauryy / octocode

Code research platform for AI agents: local + GitHub search, LSP semantics, AST patterns, and compact context. one toolset as MCP or CLI

TypeScript · RustMIT★ 895 stars⑂ 76 forkssince Jun 2025View on GitHub ↗
#ai#claude-ai#cursor-ai#development#mcp#modelcontextprotocol#octocode#ai-agents#ai-tools#code-intelligence#code-search#cursor#github-api#model-context-protocol#semantic-search#vibe-coding#github#agent#context#llm

bgauryy/octocode holds a health index of 61 out of 100, placing it in the Moderate band. It scores highest on Engineering Quality (90/100) and lowest on Sustainability & Governance (47/100). It was last updated 2 days ago. A single contributor accounts for most of its recent work.

61
overall / 100
Moderate

Software health index

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.

61
Excellent85-100Exemplary; meets essentially all checked criteria
Good70-84Healthy; minor gaps
Moderate50-69Acceptable with notable gaps; review recommended
At risk30-49Significant weaknesses; adoption warrants caution
Critical1-29Severe 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.

Ownership

bgauryyPersonal account
78 followers42 public repossince Jun 2013

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

Metrics by category

Vitality

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

58Moderate · 22% of overall

Development activity

50Moderate
How it's scored
36/36Push recency — last push 2 days ago
0.7/36Commit cadence — 1/52 weeks with commits
6.3/18Commit volume — 4 commits in the last year
7/10OpenSSF Scorecard: Maintained — 4 commit(s) and 5 issue activity found in the last 90 days -- score normalized to 7
Inputs used
commits_last_year4
human_commit_share—
days_since_last_push2
active_weeks_last_year1

Release discipline

70Good
How it's scored
27/27Ships releases — 12 releases published
16.2/36Release recency — latest release 213 days ago
27/27Release cadence — a release every ~9.1 days
0/10OpenSSF Scorecard: Signed-Releases — Project has not signed or included provenance with any releases.
Inputs used
releases_count12
latest_release_tag9.1.1
releases_from_tagsno
days_since_latest_release213
mean_days_between_releases9.1

Community & Adoption

Does the project have users, downloads, attention, and a welcoming setup for contributors?

59Moderate · 18% of overall

Popularity & adoption

67Moderate
How it's scored
47.9/60Stars — 895 stars
15.6/25Forks — 76 forks
3.9/15Watchers — 6 watchers
Inputs used
forks76
stars895
watchers6
growth_stateunverified
growth_factor_pct100
growth_unverified_reasonno_history

Community health

50Moderate
How it's scored
22.5/22.5README
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_readmeyes
has_licenseyes
has_contributingno
has_issue_templateno
has_code_of_conductno
has_pull_request_templateno

Sustainability & Governance

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

47At risk · 24% of overall

Maintainer resilience (bus factor)

10Critical
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
0/10OpenSSF Scorecard: Contributors — project has 0 contributing companies or organizations -- score normalized to 0
Inputs used
bus_factor1
contributors_sampled1
top_contributor_share1

Issue & PR responsiveness

79Good
How it's scored
43.9/46.8Issue resolution — 94% of issues closed
35.2/38.3PR acceptance — 375/407 decided PRs merged
0/15OpenSSF Scorecard: Code-Review — Found 0/4 approved changesets -- score normalized to 0
Inputs used
merged_prs375
open_issues2
closed_issues31
issue_closed_ratio0.939
closed_unmerged_prs32

Ownership & stewardship

59Moderate
How it's scored
10/30Ownership backing — personal (user) account
0/20Verified domain — not applicable to user accounts
13.6/25Owner reach — 78 followers of bgauryy
23.9/25Track record — 42 public repos, account ~13 yr old
Inputs used
followers78
owner_typeUser
is_verified—
owner_loginbgauryy
public_repos42
account_age_days4,788
Excluded from scoring (no data or not applicable): Verified domain. Remaining weights renormalized.

Engineering Quality

Are baseline engineering and documentation practices in place?

90Excellent · 20% of overall

Engineering practices

84Good
How it's scored
24/24CI workflows — 1 workflow(s)
24/24Tests present
16/16Linter config — eslint.config.js
0/9.6Pre-commit hooks
0/6.4.editorconfig
20/20OpenSSF Scorecard: CI-Tests — 3 out of 3 merged PRs checked by a CI test -- score normalized to 10
Inputs used
has_ciyes
has_testsyes
has_editorconfigno
has_linter_configyes
has_precommit_configno

Documentation

100Excellent
How it's scored
30/30README
25/25Documentation directory
15/15Documentation / homepage site — https://octocode.ai/
10/10Repository description
10/10Topics — 20 topics
10/10Wiki
Inputs used
topicsai, claude-ai, cursor-ai, development, mcp, modelcontextprotocol, octocode, ai-agents, ai-tools, code-intelligence, code-search, cursor, github-api, model-context-protocol, semantic-search, vibe-coding, github, agent, context, llm
has_wikiyes
homepagehttps://octocode.ai/
has_readmeyes
has_docs_diryes
has_descriptionyes

Security

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

51Moderate · 16% of overall

Security posture

51Moderate
How it's scored
7.5/7.5Binary-Artifacts — no binaries found in the repo
0/7.5Branch-Protection — no data
2.5/2.5CI-Tests — 3 out of 3 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 0/4 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
5.2/7.5Maintained — 4 commit(s) and 5 issue activity found in the last 90 days -- score normalized to 7
0/5Packaging — no data
0/5Pinned-Dependencies — dependency not pinned by hash detected -- score normalized to 0
5/5SAST — SAST tool is run on all commits
5/5Security-Policy — security policy file detected
0/7.5Signed-Releases — Project has not signed or included provenance with any releases.
7.5/7.5Token-Permissions — GitHub workflow tokens follow principle of least privilege
2.2/7.5Vulnerabilities — 7 existing vulnerabilities detected
Inputs used
sourceopenssf_scorecard
checks_evaluated16
scorecard_versionv5.5.0
checks_inconclusive2
scorecard_aggregate5.1
Excluded from scoring (no data or not applicable): branch_protection, packaging. Remaining weights renormalized.

AI Readiness

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.

76Good · 0% of overall

Agent context & guidance

75Good
How it's scored
45/45Agent instructions — AGENTS.md, CLAUDE.md, packages/octocode-skills/AGENTS.md
0/15Machine-readable docs (llms.txt)
0/40Legible commit history — no data
Inputs used
has_llms_txtno
legible_history_share—
agent_instruction_filesAGENTS.md, CLAUDE.md, packages/octocode-skills/AGENTS.md
agent_instruction_max_bytes16,734
Excluded from scoring (no data or not applicable): Legible commit history. Remaining weights renormalized.

Verify loop (build / test / typecheck)

66Moderate
How it's scored
0/18One-command bootstrap
22/22Automated tests
11/11Lint / format config — eslint.config.js
11/11Static type checking — packages/octocode-config/tsconfig.json, packages/octocode-engine/tsconfig.json, packages/octocode-mcp/tsconfig.json, packages/octocode-skills/tsconfig.json, packages/octocode-tools-core/tsconfig.json, packages/octocode-vscode/tsconfig.json, packages/octocode/tsconfig.json
10/10Reproducible environment — lockfile
0/10Demonstrated agent practice — no data
0/8Automated maintenance — no data
0/10OpenSSF Scorecard: Pinned-Dependencies — dependency not pinned by hash detected -- score normalized to 0
Inputs used
has_nixno
has_testsyes
lockfilesCargo.lock, yarn.lock
has_dockerfileno
typed_languageyes
bootstrap_files—
has_devcontainerno
has_linter_configyes
typecheck_configspackages/octocode-config/tsconfig.json, packages/octocode-engine/tsconfig.json, packages/octocode-mcp/tsconfig.json, packages/octocode-skills/tsconfig.json, packages/octocode-tools-core/tsconfig.json, packages/octocode-vscode/tsconfig.json, packages/octocode/tsconfig.json
agent_commit_share—
toolchain_manifests—
dependency_bot_commit_share—
Excluded from scoring (no data or not applicable): Demonstrated agent practice, Automated maintenance. Remaining weights renormalized.

Code legibility for models

100Excellent
How it's scored
45/45Type-checkable code — TypeScript (statically typed)
54.5/55Manageable file sizes — 11/1,247 source files over 60KB
Inputs used
primary_languageTypeScript
largest_source_bytes3,010,104
source_files_sampled1,247
oversized_source_files11

Machine-readable interfaces

80Good
How it's scored
40/40API schema (OpenAPI/GraphQL/proto) — packages/octocode-benchmark/benchmark/samples/googleapis-bigquery.proto
0/20MCP server
40/40Runnable examples — recipes, samples
Inputs used
example_dirsrecipes, samples
has_mcp_signalno
api_schema_filespackages/octocode-benchmark/benchmark/samples/googleapis-bigquery.proto

Key facts

895GitHub stars
1contributors
4commits, last 12 months
2days since last push
12releases
1bus factor
2open issues
npmpackage ecosystems

More detail

OpenSSF Scorecard 5.1 / 10
5.1aggregate

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 · 2026-07-17 05:48 UTC

10Binary-Artifactsno binaries found in the repo
n/aBranch-Protectioninternal 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
10CI-Tests3 out of 3 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 0/4 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
7Maintained4 commit(s) and 5 issue activity found in the last 90 days -- score normalized to 7
n/aPackagingpackaging workflow not detected
0Pinned-Dependenciesdependency not pinned by hash detected -- score normalized to 0
10SASTSAST tool is run on all commits
10Security-Policysecurity policy file detected
0Signed-ReleasesProject has not signed or included provenance with any releases.
10Token-PermissionsGitHub workflow tokens follow principle of least privilege
3Vulnerabilities7 existing vulnerabilities detected
All dependencies 1,181

Full resolved dependency set from the GitHub dependency graph: 0 direct and 1,181 indirect (transitive) packages. The transitive closure is complete when the repository commits a lockfile.

RegistryPackageVersionRelation
crates.ioadler22.0.1indirect
crates.ioahash0.8.12indirect
crates.ioaho-corasick1.1.4indirect
crates.ioallocator-api20.2.21indirect
crates.ioanes0.1.6indirect
crates.ioanstyle1.0.14indirect
crates.ioautocfg1.5.1indirect
crates.iobase64-simd0.8.0indirect
crates.iobit-set0.8.0indirect
crates.iobit-vec0.8.0indirect
crates.iobitflags2.13.0indirect
crates.iobstr1.12.1indirect
crates.iobumpalo3.20.3indirect
crates.iobytes1.12.0indirect
crates.iocast0.3.0indirect
crates.iocastaway0.2.4indirect
crates.iocc1.2.64indirect
crates.iocfg-if1.0.4indirect
crates.iociborium0.2.2indirect
crates.iociborium-io0.2.2indirect
crates.iociborium-ll0.2.2indirect
crates.ioclap4.6.1indirect
crates.ioclap_builder4.6.0indirect
crates.ioclap_lex1.1.0indirect
crates.iocobs0.3.0indirect
crates.iocompact_str0.9.1indirect
crates.ioconst-str0.3.2indirect
crates.ioconst-str-proc-macro0.3.2indirect
crates.ioconvert_case0.11.0indirect
crates.ioconvert_case0.6.0indirect
crates.iocow-utils0.1.3indirect
crates.iocrc32fast1.5.0indirect
crates.iocriterion0.5.1indirect
crates.iocriterion-plot0.5.0indirect
crates.iocrossbeam-deque0.8.6indirect
crates.iocrossbeam-epoch0.9.20indirect
crates.iocrossbeam-utils0.8.21indirect
crates.iocrunchy0.2.4indirect
crates.iocssparser0.33.0indirect
crates.iocssparser-color0.1.0indirect
crates.iocssparser-macros0.6.1indirect
crates.ioctor1.0.7indirect
crates.iodata-encoding2.11.0indirect
crates.iodisplaydoc0.2.6indirect
crates.iodragonbox_ecma0.1.12indirect
crates.iodtoa1.0.11indirect
crates.iodtoa-short0.3.5indirect
crates.ioeither1.16.0indirect
crates.ioembedded-io0.4.0indirect
crates.ioembedded-io0.6.1indirect
crates.ioencoding_rs0.8.35indirect
crates.ioencoding_rs_io0.1.7indirect
crates.ioequivalent1.0.2indirect
crates.ioerrno0.3.14indirect
crates.iofastrand2.4.1indirect
crates.iofind-msvc-tools0.1.9indirect
crates.ioflate21.1.9indirect
crates.iofnv1.0.7indirect
crates.ioform_urlencoded1.2.2indirect
crates.iofutures0.3.32indirect
crates.iofutures-channel0.3.32indirect
crates.iofutures-core0.3.32indirect
crates.iofutures-executor0.3.32indirect
crates.iofutures-io0.3.32indirect
crates.iofutures-macro0.3.32indirect
crates.iofutures-sink0.3.32indirect
crates.iofutures-task0.3.32indirect
crates.iofutures-util0.3.32indirect
crates.iogetrandom0.3.4indirect
crates.ioglobset0.4.18indirect
crates.iogrep0.3.2indirect
crates.iogrep-cli0.1.12indirect
crates.iogrep-matcher0.1.8indirect
crates.iogrep-pcre20.1.9indirect
crates.iogrep-printer0.2.2indirect
crates.iogrep-regex0.1.14indirect
crates.iogrep-searcher0.1.16indirect
crates.iohalf2.7.1indirect
crates.iohashbrown0.17.1indirect
crates.iohermit-abi0.5.2indirect
crates.ioicu_collections2.2.0indirect
crates.ioicu_locale_core2.2.0indirect
crates.ioicu_normalizer2.2.0indirect
crates.ioicu_normalizer_data2.2.0indirect
crates.ioicu_properties2.2.0indirect
crates.ioicu_properties_data2.2.0indirect
crates.ioicu_provider2.2.0indirect
crates.ioidna1.1.0indirect
crates.ioidna_adapter1.2.2indirect
crates.ioignore0.4.26indirect
crates.ioindexmap2.14.0indirect
crates.iois-terminal0.4.17indirect
crates.ioitertools0.10.5indirect
crates.ioitertools0.14.0indirect
crates.ioitoa1.0.18indirect
crates.iojobserver0.1.34indirect
crates.iojs-sys0.3.103indirect
crates.iojson-escape-simd3.0.2indirect
crates.iolazy_static1.5.0indirect
crates.iolibc0.2.186indirect
crates.iolibloading0.9.0indirect
crates.iolightningcss1.0.0-alpha.71indirect
crates.iolightningcss-derive1.0.0-alpha.43indirect
crates.iolinux-raw-sys0.12.1indirect
crates.iolitemap0.8.2indirect
crates.iolog0.4.32indirect
crates.iomemchr2.8.2indirect
crates.iomemmap20.9.11indirect
crates.iominiz_oxide0.8.9indirect
crates.iomio1.2.1indirect
crates.ionapi3.9.3indirect
crates.ionapi-build2.3.2indirect
crates.ionapi-derive3.5.6indirect
crates.ionapi-derive-backend5.0.4indirect
crates.ionapi-sys3.2.2indirect
crates.ionohash-hasher0.2.0indirect
crates.iononmax0.5.5indirect
crates.ionum-bigint0.4.6indirect
crates.ionum-integer0.1.46indirect
crates.ionum-traits0.2.19indirect
crates.ioonce_cell1.21.4indirect
crates.iooorandom11.1.5indirect
crates.iooutref0.5.2indirect
crates.ioowo-colors4.3.0indirect
crates.iooxc-browserslist3.0.5indirect
crates.iooxc-miette3.0.0indirect
crates.iooxc-miette-derive3.0.0indirect
crates.iooxc_allocator0.137.0indirect
crates.iooxc_ast0.137.0indirect
crates.iooxc_ast_macros0.137.0indirect
crates.iooxc_ast_visit0.137.0indirect
crates.iooxc_codegen0.137.0indirect
crates.iooxc_compat0.137.0indirect
crates.iooxc_data_structures0.137.0indirect
crates.iooxc_diagnostics0.137.0indirect
crates.iooxc_ecmascript0.137.0indirect
crates.iooxc_estree0.137.0indirect
crates.iooxc_index5.0.0indirect
crates.iooxc_mangler0.137.0indirect
crates.iooxc_minifier0.137.0indirect
crates.iooxc_parser0.137.0indirect
crates.iooxc_regular_expression0.137.0indirect
crates.iooxc_semantic0.137.0indirect
crates.iooxc_sourcemap8.0.1indirect
crates.iooxc_span0.137.0indirect
crates.iooxc_str0.137.0indirect
crates.iooxc_syntax0.137.0indirect
crates.iooxc_traverse0.137.0indirect
crates.ioparcel_selectors0.28.2indirect
crates.iopastey0.1.1indirect
crates.iopathdiff0.2.3indirect
crates.iopcre20.2.11indirect
crates.iopcre2-sys0.2.10indirect
crates.iopercent-encoding2.3.2indirect
crates.iophf0.11.3indirect
crates.iophf0.13.1indirect
crates.iophf_codegen0.11.3indirect
crates.iophf_generator0.11.3indirect
crates.iophf_generator0.13.1indirect
crates.iophf_macros0.11.3indirect
crates.iophf_macros0.13.1indirect
crates.iophf_shared0.11.3indirect
crates.iophf_shared0.13.1indirect
crates.iopin-project-lite0.2.17indirect
crates.iopkg-config0.3.33indirect
crates.ioplotters0.3.7indirect
crates.ioplotters-backend0.3.7indirect
crates.ioplotters-svg0.3.7indirect
crates.iopostcard1.1.3indirect
crates.iopotential_utf0.1.5indirect
crates.ioppv-lite860.2.21indirect
crates.ioprecomputed-hash0.1.1indirect
crates.ioproc-macro21.0.106indirect
crates.ioproptest1.11.0indirect
crates.ioquick-error1.2.3indirect
crates.ioquote1.0.45indirect
crates.ior-efi5.3.0indirect
crates.iorand0.8.6indirect
crates.iorand0.9.4indirect
crates.iorand_chacha0.9.0indirect
crates.iorand_core0.6.4indirect
crates.iorand_core0.9.5indirect
crates.iorand_xorshift0.4.0indirect
crates.iorayon1.12.0indirect
crates.iorayon-core1.13.0indirect
crates.ioregex1.12.4indirect
crates.ioregex-automata0.4.14indirect
crates.ioregex-syntax0.8.11indirect
crates.iorustc-hash2.1.2indirect
crates.iorustix1.1.4indirect
crates.iorustversion1.0.22indirect
crates.iorusty-fork0.3.1indirect
crates.ioryu1.0.23indirect
crates.iosame-file1.0.6indirect
crates.ioself_cell1.2.2indirect
crates.iosemver1.0.28indirect
crates.ioseq-macro0.3.6indirect
crates.ioserde1.0.228indirect
crates.ioserde_core1.0.228indirect
crates.ioserde_derive1.0.228indirect
crates.ioserde_json1.0.150indirect
crates.ioserde_yaml_ng0.10.0indirect
crates.ioshlex2.0.1indirect
crates.iosignal-hook-registry1.4.8indirect
crates.iosimd-adler320.3.9indirect
crates.iosimilar2.7.0indirect
crates.iosiphasher1.0.3indirect
crates.ioslab0.4.12indirect
crates.iosmallvec1.15.2indirect
crates.iosmawk0.3.3indirect
crates.iostable_deref_trait1.2.1indirect
crates.iostatic_assertions1.1.0indirect
crates.iostreaming-iterator0.1.9indirect
crates.iosyn1.0.109indirect
crates.iosyn2.0.118indirect
crates.iosynstructure0.13.2indirect
crates.iotempfile3.27.0indirect
crates.iotermcolor1.4.1indirect
crates.iotextwrap0.16.2indirect
crates.iothiserror2.0.18indirect
crates.iothiserror-impl2.0.18indirect
crates.iotinystr0.8.3indirect
crates.iotinytemplate1.2.1indirect
crates.iotokio1.52.3indirect
crates.iotree-sitter0.26.9indirect
crates.iotree-sitter-bash0.23.3indirect
crates.iotree-sitter-c0.23.4indirect
crates.iotree-sitter-c-sharp0.23.5indirect
crates.iotree-sitter-cpp0.23.4indirect
crates.iotree-sitter-css0.25.0indirect
crates.iotree-sitter-elixir0.3.5indirect
crates.iotree-sitter-erlang0.19.0indirect
crates.iotree-sitter-go0.23.4indirect
crates.iotree-sitter-hcl1.1.0indirect
crates.iotree-sitter-html0.23.2indirect
crates.iotree-sitter-java0.23.5indirect
crates.iotree-sitter-javascript0.25.0indirect
crates.iotree-sitter-json0.24.8indirect
crates.iotree-sitter-julia0.23.1indirect
crates.iotree-sitter-kotlin-ng1.1.0indirect
crates.iotree-sitter-language0.1.7indirect
crates.iotree-sitter-less1.0.0indirect
crates.iotree-sitter-lua0.5.0indirect
crates.iotree-sitter-ocaml0.25.0indirect
crates.iotree-sitter-php0.24.2indirect
crates.iotree-sitter-proto0.4.0indirect
crates.iotree-sitter-python0.23.6indirect
crates.iotree-sitter-r1.3.0indirect
crates.iotree-sitter-ruby0.23.1indirect
crates.iotree-sitter-rust0.23.3indirect
crates.iotree-sitter-scala0.26.0indirect
crates.iotree-sitter-scss1.0.0indirect
crates.iotree-sitter-sequel0.3.11indirect
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                ],
                "max_points": 7.5
              },
              {
                "key": "ci_tests",
                "name": "CI-Tests",
                "detail": "3 out of 3 merged PRs checked by a CI test -- score normalized to 10",
                "points": 2.5,
                "status": "met",
                "details": [],
                "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 0/4 approved changesets -- score normalized to 0",
                "points": 0,
                "status": "missed",
                "details": [],
                "max_points": 7.5
              },
              {
                "key": "contributors",
                "name": "Contributors",
                "detail": "project has 0 contributing companies or organizations -- score normalized to 0",
                "points": 0,
                "status": "missed",
                "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": "no update tool detected",
                "points": 0,
                "status": "missed",
                "details": [],
                "max_points": 7.5
              },
              {
                "key": "fuzzing",
                "name": "Fuzzing",
                "detail": "project is not fuzzed",
                "points": 0,
                "status": "missed",
                "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": "4 commit(s) and 5 issue activity found in the last 90 days -- score normalized to 7",
                "points": 5.2,
                "status": "partial",
                "details": [],
                "max_points": 7.5
              },
              {
                "key": "packaging",
                "name": "Packaging",
                "detail": "packaging workflow not detected",
                "points": 0,
                "status": "excluded",
                "details": [
                  {
                    "code": "no_data",
                    "params": {}
                  }
                ],
                "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": "SAST tool is run on all commits",
                "points": 5,
                "status": "met",
                "details": [],
                "max_points": 5
              },
              {
                "key": "security_policy",
                "name": "Security-Policy",
                "detail": "security policy file detected",
                "points": 5,
                "status": "met",
                "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": "GitHub workflow tokens follow principle of least privilege",
                "points": 7.5,
                "status": "met",
                "details": [],
                "max_points": 7.5
              },
              {
                "key": "vulnerabilities",
                "name": "Vulnerabilities",
                "detail": "7 existing vulnerabilities detected",
                "points": 2.2,
                "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": 76,
        "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",
                "CLAUDE.md",
                "packages/octocode-skills/AGENTS.md"
              ],
              "agent_instruction_max_bytes": 16734
            },
            "components": [
              {
                "key": "agent_instructions",
                "name": "Agent instructions",
                "detail": "AGENTS.md, CLAUDE.md, packages/octocode-skills/AGENTS.md",
                "points": 45,
                "status": "met",
                "details": [
                  {
                    "code": "file_list",
                    "params": {
                      "files": "AGENTS.md, CLAUDE.md, packages/octocode-skills/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": "moderate",
            "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": 66,
            "inputs": {
              "has_nix": false,
              "has_tests": true,
              "lockfiles": [
                "Cargo.lock",
                "yarn.lock"
              ],
              "has_dockerfile": false,
              "typed_language": true,
              "bootstrap_files": [],
              "has_devcontainer": false,
              "has_linter_config": true,
              "typecheck_configs": [
                "packages/octocode-config/tsconfig.json",
                "packages/octocode-engine/tsconfig.json",
                "packages/octocode-mcp/tsconfig.json",
                "packages/octocode-skills/tsconfig.json",
                "packages/octocode-tools-core/tsconfig.json",
                "packages/octocode-vscode/tsconfig.json",
                "packages/octocode/tsconfig.json"
              ],
              "agent_commit_share": null,
              "toolchain_manifests": [],
              "dependency_bot_commit_share": null
            },
            "components": [
              {
                "key": "one_command_bootstrap",
                "name": "One-command bootstrap",
                "detail": null,
                "points": 0,
                "status": "missed",
                "details": [],
                "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": "eslint.config.js",
                "points": 11,
                "status": "met",
                "details": [
                  {
                    "code": "file_list",
                    "params": {
                      "files": "eslint.config.js"
                    }
                  }
                ],
                "max_points": 11
              },
              {
                "key": "static_type_checking",
                "name": "Static type checking",
                "detail": "packages/octocode-config/tsconfig.json, packages/octocode-engine/tsconfig.json, packages/octocode-mcp/tsconfig.json, packages/octocode-skills/tsconfig.json, packages/octocode-tools-core/tsconfig.json, packages/octocode-vscode/tsconfig.json, packages/octocode/tsconfig.json",
                "points": 11,
                "status": "met",
                "details": [
                  {
                    "code": "file_list",
                    "params": {
                      "files": "packages/octocode-config/tsconfig.json, packages/octocode-engine/tsconfig.json, packages/octocode-mcp/tsconfig.json, packages/octocode-skills/tsconfig.json, packages/octocode-tools-core/tsconfig.json, packages/octocode-vscode/tsconfig.json, packages/octocode/tsconfig.json"
                    }
                  }
                ],
                "max_points": 11
              },
              {
                "key": "reproducible_environment",
                "name": "Reproducible environment",
                "detail": "lockfile",
                "points": 10,
                "status": "met",
                "details": [
                  {
                    "code": "file_list",
                    "params": {
                      "files": "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": 100,
            "inputs": {
              "primary_language": "TypeScript",
              "largest_source_bytes": 3010104,
              "source_files_sampled": 1247,
              "oversized_source_files": 11
            },
            "components": [
              {
                "key": "type_checkable_code",
                "name": "Type-checkable code",
                "detail": "TypeScript (statically typed)",
                "points": 45,
                "status": "met",
                "details": [
                  {
                    "code": "statically_typed_language",
                    "params": {
                      "language": "TypeScript"
                    }
                  }
                ],
                "max_points": 45
              },
              {
                "key": "manageable_file_sizes",
                "name": "Manageable file sizes",
                "detail": "11/1247 source files over 60KB",
                "points": 54.5,
                "status": "partial",
                "details": [
                  {
                    "code": "oversized_source_files",
                    "params": {
                      "kb": 60,
                      "sampled": 1247,
                      "oversized": 11
                    }
                  }
                ],
                "max_points": 55
              }
            ]
          },
          {
            "key": "ai_interfaces",
            "band": "good",
            "name": "Machine-readable interfaces",
            "note": null,
            "notes": [],
            "value": 80,
            "inputs": {
              "example_dirs": [
                "recipes",
                "samples"
              ],
              "has_mcp_signal": false,
              "api_schema_files": [
                "packages/octocode-benchmark/benchmark/samples/googleapis-bigquery.proto"
              ]
            },
            "components": [
              {
                "key": "api_schema_openapi_graphql_proto",
                "name": "API schema (OpenAPI/GraphQL/proto)",
                "detail": "packages/octocode-benchmark/benchmark/samples/googleapis-bigquery.proto",
                "points": 40,
                "status": "met",
                "details": [
                  {
                    "code": "file_list",
                    "params": {
                      "files": "packages/octocode-benchmark/benchmark/samples/googleapis-bigquery.proto"
                    }
                  }
                ],
                "max_points": 40
              },
              {
                "key": "mcp_server",
                "name": "MCP server",
                "detail": null,
                "points": 0,
                "status": "missed",
                "details": [],
                "max_points": 20
              },
              {
                "key": "runnable_examples",
                "name": "Runnable examples",
                "detail": "recipes, samples",
                "points": 40,
                "status": "met",
                "details": [
                  {
                    "code": "file_list",
                    "params": {
                      "files": "recipes, samples"
                    }
                  }
                ],
                "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": [],
  "report_type": "repository",
  "generated_at": "2026-07-17T05:48:18.122465Z",
  "schema_version": "0.11.0",
  "badge_url": "https://raw.githubusercontent.com/inspect-software/badges/main/v1/b/bgauryy/octocode.svg",
  "full_name": "bgauryy/octocode",
  "license_state": "standard",
  "license_spdx": "MIT"
}

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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 v1.13.0, schema v0.11.0 — full methodology · metrics wiki.

How one result sits in the wider record: aggregate statistics.