Public recordCritical
Software health reportschema 0.27.0 · metrics 1.14.0 · 2026-08-01 10:55 UTC
valory-xyz / IEKit
An autonomous service implementing a decentralized Impact Evaluator
valory-xyz/IEKit holds a health index of 24 out of 100, placing it in the Critical band. It scores highest on Engineering Quality (86/100) and lowest on Community & Adoption (46/100). The repository is archived, so no further maintenance is expected.
24
overall / 100Software 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.
24
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)
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.
Abandonment Policy applies a 40% multiplier to weighted overall health and gives it a ceiling of 29.
Ownership
ValoryOrganization
139 followers153 public repossince Jun 2021
This repository is backed by an organization — shared, accountable stewardship that can outlive any single maintainer.
Metrics by category
Vitality
Is the project alive — is code being written and are releases shipping?
60
Development activity
40At risk
Abandonment alert
Work has arrived and nobody has attended to it
archived on GitHub by its maintainersOverall rating: Critical ceiling
Silence alone is never the finding — a small, finished library may need no commits for years. This alert requires both: no human commit for a long time, and obligations the project is visibly not discharging. Automated commits do not count as maintenance.
How abandonment is assessedHow it's scored
| 9.9/36 | Push recency — last push 100 days ago |
| 12.5/36 | Commit cadence — 18/52 weeks with commits |
| 18/18 | Commit volume — 179 commits in the last year |
| 0/10 | OpenSSF Scorecard: Maintained — project is archived |
Inputs used
| commits_last_year | 179 |
| human_commit_share | 1 |
| days_since_last_push | 100 |
| active_weeks_last_year | 18 |
Release discipline
90Excellent
How it's scored
| 27/27 | Ships releases — 85 releases published |
| 27/36 | Release recency — latest release 142 days ago |
| 27/27 | Release cadence — a release every ~21.2 days |
| 0/10 | OpenSSF Scorecard: Signed-Releases — no data |
Inputs used
| releases_count | 85 |
| latest_release_tag | v0.21.1 |
| releases_from_tags | no |
| days_since_latest_release | 142 |
| mean_days_between_releases | 21.2 |
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?
46
Popularity & adoption
19Critical
How it's scored
| 16.9/60 | Stars — 12 stars |
| 2.5/25 | Forks — 3 forks |
| 0/15 | Watchers — 2 watchers |
Inputs used
| forks | 3 |
| stars | 12 |
| watchers | 2 |
| growth_state | unverified |
| growth_factor_pct | 100 |
| growth_unverified_reason | no_history |
Community health
77Good
How it's scored
| 22.5/22.5 | README |
| 22.5/22.5 | License — recognized license (Apache-2.0) |
| 18/18 | CONTRIBUTING guide |
| 0/13.5 | Code of conduct |
| 0/7.2 | Issue template |
| 6.3/6.3 | PR template |
Inputs used
| has_readme | yes |
| has_license | yes |
| has_contributing | yes |
| has_issue_template | no |
| has_code_of_conduct | no |
| has_pull_request_template | yes |
Sustainability & Governance
Will the project survive its people — bus factor, responsiveness, who backs it, and package upkeep?
56
Maintainer resilience (bus factor)
40At risk
How it's scored
| 9/54 | Bus factor — 1 contributor(s) cover half of all commits |
| 7.1/22.5 | Commit distribution — top contributor authored 69% of commits |
| 13.5/13.5 | Contributor breadth — 14 contributors |
| 10/10 | OpenSSF Scorecard: Contributors — project has 9 contributing companies or organizations |
Inputs used
| bus_factor | 1 |
| contributors_sampled | 14 |
| top_contributor_share | 0.686 |
Issue & PR responsiveness
63Moderate
How it's scored
| 14.4/46.8 | Issue resolution — 31% of issues closed |
| 35.5/38.3 | PR acceptance — 305/329 decided PRs merged |
| 13.5/15 | OpenSSF Scorecard: Code-Review — Found 11/12 approved changesets -- score normalized to 9 |
Inputs used
| merged_prs | 305 |
| open_issues | 9 |
| closed_issues | 4 |
| issue_closed_ratio | 0.308 |
| closed_unmerged_prs | 24 |
Ownership & stewardship
69Moderate
How it's scored
| 30/30 | Ownership backing — organization-owned |
| 0/20 | Verified domain |
| 15.4/25 | Owner reach — 139 followers of valory-xyz |
| 23.2/25 | Track record — 153 public repos, account ~5 yr old |
Inputs used
| followers | 139 |
| owner_type | Organization |
| is_verified | — |
| owner_login | valory-xyz |
| public_repos | 153 |
| account_age_days | 1,867 |
Engineering Quality
Are baseline engineering and documentation practices in place?
86
Engineering practices
94Excellent
How it's scored
| 24/24 | CI workflows — 2 workflow(s) |
| 24/24 | Tests present |
| 16/16 | Linter config — .pylintrc, tox.ini |
| 9.6/9.6 | Pre-commit hooks |
| 0/6.4 | .editorconfig |
| 20/20 | OpenSSF Scorecard: CI-Tests — 12 out of 12 merged PRs checked by a CI test -- score normalized to 10 |
Inputs used
| has_ci | yes |
| has_tests | yes |
| has_editorconfig | no |
| has_linter_config | yes |
| has_precommit_config | yes |
Documentation
75Good
How it's scored
| 30/30 | README |
| 25/25 | Documentation directory |
| 0/15 | Documentation / homepage site |
| 10/10 | Repository description |
| 0/10 | Topics |
| 10/10 | Wiki |
Inputs used
| topics | — |
| has_wiki | yes |
| homepage | — |
| has_readme | yes |
| has_docs_dir | yes |
| has_description | yes |
Security
Are visible security and supply-chain practices strong, without unresolved high-risk jurisdiction exposure?
52
Security posture
52Moderate
How it's scored
| 7.5/7.5 | Binary-Artifacts — no binaries found in the repo |
| 0/7.5 | Branch-Protection — no data |
| 2.5/2.5 | CI-Tests — 12 out of 12 merged PRs checked by a CI test -- score normalized to 10 |
| 0/2.5 | CII-Best-Practices — no effort to earn an OpenSSF best practices badge detected |
| 6.8/7.5 | Code-Review — Found 11/12 approved changesets -- score normalized to 9 |
| 2.5/2.5 | Contributors — project has 9 contributing companies or organizations |
| 10/10 | Dangerous-Workflow — no dangerous workflow patterns detected |
| 7.5/7.5 | Dependency-Update-Tool — update tool detected |
| 0/5 | Fuzzing — project is not fuzzed |
| 2.5/2.5 | License — license file detected |
| 0/7.5 | Maintained — project is archived |
| 0/5 | Packaging — no data |
| 0/5 | Pinned-Dependencies — dependency not pinned by hash detected -- score normalized to 0 |
| 0/5 | SAST — SAST tool is not run on all commits -- score normalized to 0 |
| 5/5 | Security-Policy — security policy file detected |
| 0/7.5 | Signed-Releases — no data |
| 0/7.5 | Token-Permissions — detected GitHub workflow tokens with excessive permissions |
| 0/7.5 | Vulnerabilities — 35 existing vulnerabilities detected |
Inputs used
| source | openssf_scorecard |
| checks_evaluated | 15 |
| scorecard_version | v5.5.0 |
| checks_inconclusive | 3 |
| scorecard_aggregate | 5.2 |
Excluded from scoring (no data or not applicable): branch_protection, packaging, signed_releases. 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.
57
Agent context & guidance
40At risk
How it's scored
| 0/45 | Agent instructions — no CLAUDE.md / AGENTS.md / editor rules |
| 0/15 | Machine-readable docs (llms.txt) |
| 40/40 | Legible commit history — 83 of 100 human commits state their intent (structured subject or explanatory body) |
Inputs used
| has_llms_txt | no |
| legible_history_share | 0.83 |
| agent_instruction_files | — |
| agent_instruction_max_bytes | — |
How it's scored
| 18/18 | One-command bootstrap — Makefile |
| 22/22 | Automated tests |
| 11/11 | Lint / format config — .pylintrc, tox.ini |
| 0/11 | Static type checking |
| 10/10 | Reproducible environment — lockfile |
| 10/10 | Demonstrated agent practice — 11 of the last 100 commits agent-authored or agent-credited |
| 5/8 | Automated maintenance — dependency automation configured, none observed in the sampled commits |
| 0/10 | OpenSSF Scorecard: Pinned-Dependencies — dependency not pinned by hash detected -- score normalized to 0 |
Inputs used
| has_nix | no |
| has_tests | yes |
| lockfiles | uv.lock |
| has_dockerfile | no |
| typed_language | no |
| bootstrap_files | Makefile |
| has_devcontainer | no |
| has_linter_config | yes |
| typecheck_configs | — |
| agent_commit_share | 0.11 |
| toolchain_manifests | — |
| dependency_bot_commit_share | 0 |
Code legibility for models
55Moderate
How it's scored
| 0/45 | Type-checkable code — Python without a type-check config |
| 55/55 | Manageable file sizes — 0/239 source files over 60KB |
Inputs used
| primary_language | Python |
| largest_source_bytes | 53,656 |
| source_files_sampled | 239 |
| oversized_source_files | 0 |
Machine-readable interfaces
40At risk
How it's scored
| 40/40 | API schema (OpenAPI/GraphQL/proto) — packages/valory/protocols/twitter/twitter.proto |
| 0/20 | MCP server |
| 0/40 | Runnable examples |
Inputs used
| example_dirs | — |
| has_mcp_signal | no |
| api_schema_files | packages/valory/protocols/twitter/twitter.proto |
Key facts
12GitHub stars
14contributors
179commits, last 12 months
100days since last push
85releases
1bus factor
9open issues
PyPIpackage ecosystems
Data collection warnings
- Star history unavailable: GitHub GraphQL error: Resource not accessible by personal access token
- Could not fetch pypi package 'IEKit' from its registry
More detail
Star and fork history 0 ★ / 3 ⇿
0Stars
3Forks
64Releases
When each star and fork was added, collected from GitHub and bucketed by day. Cumulative growth sits directly above the daily additions it is made of, so the two read against each other: steady organic accretion looks nothing like an abrupt, short-lived burst. Where that difference is measurable, it is reported as growth authenticity.
Major 0Minor 16Patch 36
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).
| 10 | Binary-Artifacts | no binaries found in the repo |
| n/a | Branch-Protection | internal error: error during branchesHandler.setup: internal error: some github tokens can't read classic branch protection rules: https://github.com/ossf/scorecard-action/blob/main/docs/authentication/fine-grained-auth-token.md |
| 10 | CI-Tests | 12 out of 12 merged PRs checked by a CI test -- score normalized to 10 |
| 0 | CII-Best-Practices | no effort to earn an OpenSSF best practices badge detected |
| 9 | Code-Review | Found 11/12 approved changesets -- score normalized to 9 |
| 10 | Contributors | project has 9 contributing companies or organizations |
| 10 | Dangerous-Workflow | no dangerous workflow patterns detected |
| 10 | Dependency-Update-Tool | update tool detected |
| 0 | Fuzzing | project is not fuzzed |
| 10 | License | license file detected |
| 0 | Maintained | project is archived |
| n/a | Packaging | packaging workflow not detected |
| 0 | Pinned-Dependencies | dependency not pinned by hash detected -- score normalized to 0 |
| 0 | SAST | SAST tool is not run on all commits -- score normalized to 0 |
| 10 | Security-Policy | security policy file detected |
| n/a | Signed-Releases | no releases found |
| 0 | Token-Permissions | detected GitHub workflow tokens with excessive permissions |
| 0 | Vulnerabilities | 35 existing vulnerabilities detected |
Direct dependencies 54
| Registry | Package | Version constraint | Manifest |
|---|---|---|---|
| PyPI | open-autonomy | ==0.21.18 | pyproject.toml |
| PyPI | requests | >=2.28.1,<2.33.0 | pyproject.toml |
| PyPI | py-multibase | ==1.0.3 | pyproject.toml |
| PyPI | py-multicodec | ==0.2.1 | pyproject.toml |
| PyPI | py-eth-sig-utils | — | pyproject.toml |
| PyPI | grpcio | ==1.78.0 | pyproject.toml |
| PyPI | asn1crypto | <1.5.0,>=1.4.0 | pyproject.toml |
| PyPI | open-aea-ledger-ethereum | ==2.2.1 | pyproject.toml |
| PyPI | open-aea-ledger-cosmos | ==2.2.1 | pyproject.toml |
| PyPI | protobuf | >=5,<6 | pyproject.toml |
| PyPI | hypothesis | ==6.21.6 | pyproject.toml |
| PyPI | open-aea-test-autonomy | ==0.21.18 | pyproject.toml |
| PyPI | open-aea-helpers | ==0.21.18 | pyproject.toml |
| PyPI | web3 | <8,>=7.0.0 | pyproject.toml |
| PyPI | ipfshttpclient | ==0.8.0a2 | pyproject.toml |
| PyPI | open-aea-cli-ipfs | ==2.2.1 | pyproject.toml |
| PyPI | aiohttp | <4.0.0,>=3.8.5 | pyproject.toml |
| PyPI | certifi | — | pyproject.toml |
| PyPI | multidict | — | pyproject.toml |
| PyPI | ecdsa | >=0.15 | pyproject.toml |
| PyPI | eth_typing | — | pyproject.toml |
| PyPI | hexbytes | — | pyproject.toml |
| PyPI | packaging | — | pyproject.toml |
| PyPI | pytz | ==2022.2.1 | pyproject.toml |
| PyPI | typing-extensions | >=3.10.0.2 | pyproject.toml |
| PyPI | toml | ==0.10.2 | pyproject.toml |
| PyPI | eth-utils | ==5.3.0 | pyproject.toml |
| PyPI | eth-abi | ==5.2.0 | pyproject.toml |
| PyPI | pycryptodome | ==3.20.0 | pyproject.toml |
| PyPI | pytest | ==8.4.2 | pyproject.toml |
| PyPI | jsonschema | >=4.23.0,<5.0.0 | pyproject.toml |
| PyPI | openapi-core | ==0.22.0 | pyproject.toml |
| PyPI | openapi-spec-validator | <0.8.0,>=0.7.0 | pyproject.toml |
| PyPI | pydantic | ==2.12.5 | pyproject.toml |
| PyPI | multiaddr | ==0.0.9 | pyproject.toml |
| PyPI | setuptools | <=81.0.0 | pyproject.toml |
| PyPI | Authlib | ==1.6.9 | pyproject.toml |
| PyPI | cryptography | ==44.0.2 | pyproject.toml |
| PyPI | dag-cbor | ==0.2.2 | pyproject.toml |
| PyPI | jsonpatch | ==1.32 | pyproject.toml |
| PyPI | pre-commit | ==3.0.1 | pyproject.toml |
| PyPI | py-ecc | ==8.0.0 | pyproject.toml |
| PyPI | openai | ==1.93.0 | pyproject.toml |
| PyPI | bases | ==0.3.0 | pyproject.toml |
| PyPI | typing_validation | ==1.1.0 | pyproject.toml |
| PyPI | tweepy | ==4.14.0 | pyproject.toml |
| PyPI | twitter_text_parser | ==3.0.0 | pyproject.toml |
| PyPI | farcaster | ==0.7.12 | pyproject.toml |
| PyPI | rich | ==14.0.0 | pyproject.toml |
| PyPI | ipykernel | — | pyproject.toml |
| PyPI | click | >=8.1.0,<9 | pyproject.toml |
| PyPI | pbr | — | pyproject.toml |
| PyPI | marshmallow | <4.0.0 | pyproject.toml |
| PyPI | pip | >=24.0 | pyproject.toml |
All dependencies 0
Full resolved dependency set from the GitHub dependency graph: 0 direct and 0 indirect (transitive) packages. The transitive closure is complete when the repository commits a lockfile.
| Registry | Package | Version | Relation |
|---|
Dependency advisories not assessed
Advisory matching could not run for this report: No resolved dependencies to assess
Raw JSON report machine-readable
{
"data": {
"repo": {
"topics": [],
"is_fork": false,
"size_kb": 15313,
"has_wiki": true,
"homepage": null,
"languages": {
"Python": 1227030,
"Makefile": 9724
},
"pushed_at": "2026-04-22T16:55:11Z",
"created_at": "2023-01-09T15:59:08Z",
"owner_type": "Organization",
"updated_at": "2026-04-23T11:27:06Z",
"description": "An autonomous service implementing a decentralized Impact Evaluator ",
"is_archived": true,
"is_disabled": false,
"license_spdx": "Apache-2.0",
"default_branch": "main",
"license_spdx_raw": "Apache-2.0",
"primary_language": "Python",
"significant_languages": [
"Python"
]
},
"owner": {
"blog": "https://valory.xyz",
"name": "Valory",
"type": "Organization",
"login": "valory-xyz",
"company": null,
"location": "Switzerland",
"followers": 139,
"avatar_url": "https://avatars.githubusercontent.com/u/86200048?v=4",
"created_at": "2021-06-20T16:26:52Z",
"is_verified": null,
"public_repos": 153,
"account_age_days": 1867
},
"license": {
"state": "standard",
"spdx_id": "Apache-2.0",
"raw_spdx": "Apache-2.0",
"file_present": true,
"scorecard_found": true,
"profile_has_license": true
},
"activity": {
"releases": [
{
"tag": "v0.21.1",
"kind": "patch",
"published_at": "2026-03-11T13:31:55Z"
},
{
"tag": "v0.21.0",
"kind": "minor",
"published_at": "2026-03-02T20:22:15Z"
},
{
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"kind": "patch",
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},
{
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},
{
"tag": "v0.20.6",
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"published_at": "2025-10-17T20:25:10Z"
},
{
"tag": "v0.20.5",
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},
{
"tag": "v0.20.4",
"kind": "patch",
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},
{
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},
{
"tag": "v0.20.2",
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"published_at": "2025-09-01T14:35:27Z"
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{
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{
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},
{
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"published_at": "2025-08-13T08:20:58Z"
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{
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{
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},
{
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"published_at": "2025-05-05T13:57:01Z"
},
{
"tag": "v0.17.6",
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"published_at": "2025-04-03T12:33:02Z"
},
{
"tag": "v0.17.5",
"kind": "patch",
"published_at": "2025-03-21T17:18:16Z"
},
{
"tag": "v0.17.4",
"kind": "patch",
"published_at": "2025-02-19T09:59:34Z"
},
{
"tag": "v0.17.3",
"kind": "patch",
"published_at": "2025-02-14T15:10:05Z"
},
{
"tag": "v0.17.2",
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{
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{
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},
{
"tag": "v0.17.0-rerelease",
"kind": "prerelease",
"published_at": "2025-02-07T19:18:09Z"
},
{
"tag": "v0.16.0",
"kind": "minor",
"published_at": "2025-01-31T14:05:32Z"
},
{
"tag": "v0.15.0.rerelease",
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"published_at": "2025-01-31T15:08:56Z"
},
{
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},
{
"tag": "v0.14.9.post6",
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},
{
"tag": "v0.14.9.post5",
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},
{
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"published_at": "2024-12-03T12:14:36Z"
},
{
"tag": "v0.14.9.post3",
"kind": "other",
"published_at": "2024-12-03T11:39:29Z"
},
{
"tag": "v0.14.9.post2",
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"published_at": "2024-12-03T10:07:08Z"
},
{
"tag": "v0.14.9.post1",
"kind": "other",
"published_at": "2024-11-29T16:27:19Z"
},
{
"tag": "v0.14.9",
"kind": "patch",
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},
{
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"kind": "other",
"published_at": "2024-11-22T09:12:09Z"
},
{
"tag": "v0.14.8",
"kind": "patch",
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},
{
"tag": "v0.14.7",
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},
{
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},
{
"tag": "v0.14.5",
"kind": "patch",
"published_at": "2024-11-14T18:38:57Z"
},
{
"tag": "v0.14.4",
"kind": "patch",
"published_at": "2024-11-13T10:47:07Z"
},
{
"tag": "v0.14.3",
"kind": "patch",
"published_at": "2024-11-13T09:35:17Z"
},
{
"tag": "v0.14.2",
"kind": "patch",
"published_at": "2024-11-12T15:12:35Z"
},
{
"tag": "v0.14.1",
"kind": "patch",
"published_at": "2024-11-12T09:05:32Z"
},
{
"tag": "v0.14.0",
"kind": "minor",
"published_at": "2024-11-08T11:51:11Z"
},
{
"tag": "v0.13.0",
"kind": "minor",
"published_at": "2024-07-03T08:26:13Z"
},
{
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{
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"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"
],
"commit_weight_rule": {
"min_commits": 50,
"min_commit_share": 0.1
},
"review_only_matches": 0,
"below_threshold_exposures": [],
"assessed_self_published_locations": 6
},
"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": "moderate",
"name": "AI Readiness",
"value": 57,
"weight": 0,
"metrics": [
{
"key": "ai_agent_context",
"band": "at_risk",
"name": "Agent context & guidance",
"note": null,
"notes": [],
"value": 40,
"inputs": {
"has_llms_txt": false,
"legible_history_share": 0.83,
"agent_instruction_files": [],
"agent_instruction_max_bytes": null
},
"components": [
{
"key": "agent_instructions",
"name": "Agent instructions",
"detail": "no CLAUDE.md / AGENTS.md / editor rules",
"points": 0,
"status": "missed",
"details": [
{
"code": "no_agent_instructions",
"params": {}
}
],
"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": "83 of 100 human commits state their intent (structured subject or explanatory body)",
"points": 40,
"status": "met",
"details": [
{
"code": "legible_history",
"params": {
"legible": 83,
"sampled": 100
}
}
],
"max_points": 40
}
]
},
{
"key": "ai_verify_loop",
"band": "good",
"name": "Verify loop (build / test / typecheck)",
"note": null,
"notes": [],
"value": 76,
"inputs": {
"has_nix": false,
"has_tests": true,
"lockfiles": [
"uv.lock"
],
"has_dockerfile": false,
"typed_language": false,
"bootstrap_files": [
"Makefile"
],
"has_devcontainer": false,
"has_linter_config": true,
"typecheck_configs": [],
"agent_commit_share": 0.11,
"toolchain_manifests": [],
"dependency_bot_commit_share": 0
},
"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": ".pylintrc, tox.ini",
"points": 11,
"status": "met",
"details": [
{
"code": "file_list",
"params": {
"files": ".pylintrc, tox.ini"
}
}
],
"max_points": 11
},
{
"key": "static_type_checking",
"name": "Static type checking",
"detail": null,
"points": 0,
"status": "missed",
"details": [],
"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": "11 of the last 100 commits agent-authored or agent-credited",
"points": 10,
"status": "met",
"details": [
{
"code": "agent_authored_commits",
"params": {
"count": 11,
"sampled": 100
}
}
],
"max_points": 10
},
{
"key": "automated_maintenance",
"name": "Automated maintenance",
"detail": "dependency automation configured, none observed in the sampled commits",
"points": 5,
"status": "partial",
"details": [
{
"code": "dependency_bot_config_only",
"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": "moderate",
"name": "Code legibility for models",
"note": null,
"notes": [],
"value": 55,
"inputs": {
"primary_language": "Python",
"largest_source_bytes": 53656,
"source_files_sampled": 239,
"oversized_source_files": 0
},
"components": [
{
"key": "type_checkable_code",
"name": "Type-checkable code",
"detail": "Python without a type-check config",
"points": 0,
"status": "missed",
"details": [
{
"code": "no_typecheck_config_language",
"params": {
"language": "Python"
}
}
],
"max_points": 45
},
{
"key": "manageable_file_sizes",
"name": "Manageable file sizes",
"detail": "0/239 source files over 60KB",
"points": 55,
"status": "met",
"details": [
{
"code": "oversized_source_files",
"params": {
"kb": 60,
"sampled": 239,
"oversized": 0
}
}
],
"max_points": 55
}
]
},
{
"key": "ai_interfaces",
"band": "at_risk",
"name": "Machine-readable interfaces",
"note": null,
"notes": [],
"value": 40,
"inputs": {
"example_dirs": [],
"has_mcp_signal": false,
"api_schema_files": [
"packages/valory/protocols/twitter/twitter.proto"
]
},
"components": [
{
"key": "api_schema_openapi_graphql_proto",
"name": "API schema (OpenAPI/GraphQL/proto)",
"detail": "packages/valory/protocols/twitter/twitter.proto",
"points": 40,
"status": "met",
"details": [
{
"code": "file_list",
"params": {
"files": "packages/valory/protocols/twitter/twitter.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": null,
"points": 0,
"status": "missed",
"details": [],
"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": "1.14.0"
},
"warnings": [
"Star history unavailable: GitHub GraphQL error: Resource not accessible by personal access token",
"Could not fetch pypi package 'IEKit' from its registry"
],
"report_type": "repository",
"generated_at": "2026-08-01T10:55:13.673249Z",
"schema_version": "0.27.0",
"badge_url": "https://raw.githubusercontent.com/inspect-software/badges/main/v1/v/valory-xyz/IEKit.svg",
"full_name": "valory-xyz/IEKit",
"license_state": "standard",
"license_spdx": "Apache-2.0"
}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 v1.14.0, schema v0.27.0 — full methodology · metrics wiki.
How one result sits in the wider record: aggregate statistics.