Public recordModerate
Software health reportschema 0.26.0 · metrics 1.13.0 · 2026-07-22 19:30 UTC
0xOstium / ostium-python-sdk
A python based SDK developed for interacting with Ostium, a Decentralized Perpetual Exchange for trading Crypto, RWA (Commodities, indices, Forex) and more.
0xOstium/ostium-python-sdk holds a health index of 51 out of 100, placing it in the Moderate band. It scores highest on Engineering Quality (67/100) and lowest on AI Readiness (27/100). It was last updated today. A single contributor accounts for most of its recent work.
51
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.
51
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.
Ownership
0xOstiumOrganization
26 followers7 public repossince Oct 2022
This repository is backed by an organization — shared, accountable stewardship that can outlive any single maintainer.
Package ecosystems
| Registry | Package | Version | Downloads / mo | Versions | Last publish |
|---|---|---|---|---|---|
| PyPI | ostium-python-sdk | 3.3.1 | - | 72 | 0 days ago |
Metrics by category
Vitality
Is the project alive — is code being written and are releases shipping?
57
Development activity
61Moderate
How it's scored
| 36/36 | Push recency — last push 0 days ago |
| 5.5/36 | Commit cadence — 8/52 weeks with commits |
| 11.5/18 | Commit volume — 18 commits in the last year |
| 8/10 | OpenSSF Scorecard: Maintained — 10 commit(s) and 0 issue activity found in the last 90 days -- score normalized to 8 |
Inputs used
| commits_last_year | 18 |
| human_commit_share | 1 |
| days_since_last_push | 0 |
| active_weeks_last_year | 8 |
Release discipline
50Moderate
How it's scored
| 16.2/27 | Ships releases — 1 version tags (no GitHub releases) |
| 16.2/36 | Release recency — latest release 279 days ago |
| 12.6/27 | Release cadence — cadence unknown (single release) |
| 0/10 | OpenSSF Scorecard: Signed-Releases — no data |
Inputs used
| releases_count | 1 |
| latest_release_tag | v2.0.22 |
| releases_from_tags | yes |
| days_since_latest_release | 279 |
| mean_days_between_releases | — |
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?
27
Popularity & adoption
29Critical
How it's scored
| 19.5/60 | Stars — 17 stars |
| 9.3/25 | Forks — 14 forks |
| 0/15 | Watchers — 1 watchers |
Inputs used
| forks | 14 |
| stars | 17 |
| watchers | 1 |
| growth_state | unverified |
| growth_factor_pct | 100 |
| growth_unverified_reason | no_history |
Community health
25Critical
How it's scored
| 22.5/22.5 | README |
| 0/22.5 | License — no license file detected |
| 0/18 | CONTRIBUTING guide |
| 0/13.5 | Code of conduct |
| 0/7.2 | Issue template |
| 0/6.3 | PR template |
Inputs used
| has_readme | yes |
| has_license | no |
| has_contributing | no |
| has_issue_template | no |
| has_code_of_conduct | no |
| has_pull_request_template | no |
Sustainability & Governance
Will the project survive its people — bus factor, responsiveness, who backs it, and package upkeep?
55
Maintainer resilience (bus factor)
24Critical
How it's scored
| 9/54 | Bus factor — 1 contributor(s) cover half of all commits |
| 2.1/22.5 | Commit distribution — top contributor authored 90% of commits |
| 6.8/13.5 | Contributor breadth — 5 contributors |
| 6/10 | OpenSSF Scorecard: Contributors — project has 2 contributing companies or organizations -- score normalized to 6 |
Inputs used
| bus_factor | 1 |
| contributors_sampled | 5 |
| top_contributor_share | 0.905 |
Issue & PR responsiveness
57Moderate
How it's scored
| 15.6/46.8 | Issue resolution — 33% of issues closed |
| 35.2/38.3 | PR acceptance — 23/25 decided PRs merged |
| 6/15 | OpenSSF Scorecard: Code-Review — Found 6/14 approved changesets -- score normalized to 4 |
Inputs used
| merged_prs | 23 |
| open_issues | 4 |
| closed_issues | 2 |
| issue_closed_ratio | 0.333 |
| closed_unmerged_prs | 2 |
Ownership & stewardship
54Moderate
How it's scored
| 30/30 | Ownership backing — organization-owned |
| 0/20 | Verified domain |
| 10.3/25 | Owner reach — 26 followers of 0xOstium |
| 14.1/25 | Track record — 7 public repos, account ~3 yr old |
Inputs used
| followers | 26 |
| owner_type | Organization |
| is_verified | — |
| owner_login | 0xOstium |
| public_repos | 7 |
| account_age_days | 1,370 |
Package maintenance
100Excellent
How it's scored
| 25/25 | Published & resolvable — 1 package(s) on pypi |
| 35/35 | Publish recency — latest publish 0 days ago |
| 20/20 | Version history — 72 published versions |
| 20/20 | Not deprecated — active, not deprecated or yanked |
Inputs used
| packages | ostium-python-sdk |
| ecosystems | pypi |
| any_deprecated | no |
| min_days_since_publish | 0 |
Engineering Quality
Are baseline engineering and documentation practices in place?
67
Engineering practices
62Moderate
How it's scored
| 24/24 | CI workflows — 1 workflow(s) |
| 24/24 | Tests present |
| 0/16 | Linter config |
| 0/9.6 | Pre-commit hooks |
| 0/6.4 | .editorconfig |
| 14/20 | OpenSSF Scorecard: CI-Tests — 10 out of 14 merged PRs checked by a CI test -- score normalized to 7 |
Inputs used
| has_ci | yes |
| has_tests | yes |
| has_editorconfig | no |
| has_linter_config | no |
| has_precommit_config | no |
Documentation
75Good
How it's scored
| 30/30 | README |
| 0/25 | Documentation directory |
| 15/15 | Documentation / homepage site — https://ostium.app |
| 10/10 | Repository description |
| 10/10 | Topics — 9 topics |
| 10/10 | Wiki |
Inputs used
| topics | arbitrum, perpetual-futures, trading, trading-platform, cryptotrading, cryptotradingbot, dex, forex-trading, sepoliatestnet |
| has_wiki | yes |
| homepage | https://ostium.app |
| has_readme | yes |
| has_docs_dir | no |
| has_description | yes |
Security
Are visible security and supply-chain practices strong, without unresolved high-risk jurisdiction exposure?
44
Security posture
44At risk
How it's scored
| 7.5/7.5 | Binary-Artifacts — no binaries found in the repo |
| 3.8/7.5 | Branch-Protection — branch protection is not maximal on development and all release branches |
| 1.8/2.5 | CI-Tests — 10 out of 14 merged PRs checked by a CI test -- score normalized to 7 |
| 0/2.5 | CII-Best-Practices — no effort to earn an OpenSSF best practices badge detected |
| 3/7.5 | Code-Review — Found 6/14 approved changesets -- score normalized to 4 |
| 1.5/2.5 | Contributors — project has 2 contributing companies or organizations -- score normalized to 6 |
| 10/10 | Dangerous-Workflow — no dangerous workflow patterns detected |
| 0/7.5 | Dependency-Update-Tool — no update tool detected |
| 0/5 | Fuzzing — project is not fuzzed |
| 0/2.5 | License — license file not detected |
| 6/7.5 | Maintained — 10 commit(s) and 0 issue activity found in the last 90 days -- score normalized to 8 |
| 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 |
| 0/5 | Security-Policy — security policy file not detected |
| 0/7.5 | Signed-Releases — no data |
| 0/7.5 | Token-Permissions — detected GitHub workflow tokens with excessive permissions |
| 7.5/7.5 | Vulnerabilities — 0 existing vulnerabilities detected |
Inputs used
| source | openssf_scorecard |
| checks_evaluated | 16 |
| scorecard_version | v5.5.0 |
| checks_inconclusive | 2 |
| scorecard_aggregate | 4.4 |
Excluded from scoring (no data or not applicable): 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.
27
Agent context & guidance
16Critical
How it's scored
| 0/45 | Agent instructions — no CLAUDE.md / AGENTS.md / editor rules |
| 0/15 | Machine-readable docs (llms.txt) |
| 16/40 | Legible commit history — 30 of 100 human commits state their intent (structured subject or explanatory body) |
Inputs used
| has_llms_txt | no |
| legible_history_share | 0.3 |
| agent_instruction_files | — |
| agent_instruction_max_bytes | — |
Verify loop (build / test / typecheck)
22Critical
How it's scored
| 0/18 | One-command bootstrap |
| 22/22 | Automated tests |
| 0/11 | Lint / format config |
| 0/11 | Static type checking |
| 0/10 | Reproducible environment |
| 0/10 | Demonstrated agent practice — no agent-authored commits among the last 100 |
| 0/8 | Automated maintenance — no automated dependency updates observed |
| 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 | — |
| has_dockerfile | no |
| typed_language | no |
| bootstrap_files | — |
| has_devcontainer | no |
| has_linter_config | no |
| typecheck_configs | — |
| agent_commit_share | 0 |
| toolchain_manifests | — |
| dependency_bot_commit_share | 0 |
Code legibility for models
52Moderate
How it's scored
| 0/45 | Type-checkable code — Python without a type-check config |
| 51.7/55 | Manageable file sizes — 4/67 source files over 60KB |
Inputs used
| primary_language | Python |
| largest_source_bytes | 91,048 |
| source_files_sampled | 67 |
| oversized_source_files | 4 |
Machine-readable interfaces
40At risk
How it's scored
| 0/40 | API schema (OpenAPI/GraphQL/proto) |
| 0/20 | MCP server |
| 40/40 | Runnable examples — examples |
Inputs used
| example_dirs | examples |
| has_mcp_signal | no |
| api_schema_files | — |
Key facts
17GitHub stars
5contributors
18commits, last 12 months
0days since last push
1releases
1bus factor
4open issues
PyPIpackage ecosystems
Data collection warnings
- Star history unavailable: GitHub GraphQL error: Resource not accessible by personal access token
- GitHub dependency-graph SBOM unavailable (404); the dependency graph may be disabled for this repository
- deps.dev does not index pypi:ostium-python-sdk@3.3.1; advisories assessed against the repository dependency graph instead
More detail
Star and fork history 0 ★ / 14 ⇿
0Stars
14Forks
1Releases
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 0Patch 1
Each point covers 2 days.
OpenSSF Scorecard 4.4 / 10
4.4aggregate
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 |
| 5 | Branch-Protection | branch protection is not maximal on development and all release branches |
| 7 | CI-Tests | 10 out of 14 merged PRs checked by a CI test -- score normalized to 7 |
| 0 | CII-Best-Practices | no effort to earn an OpenSSF best practices badge detected |
| 4 | Code-Review | Found 6/14 approved changesets -- score normalized to 4 |
| 6 | Contributors | project has 2 contributing companies or organizations -- score normalized to 6 |
| 10 | Dangerous-Workflow | no dangerous workflow patterns detected |
| 0 | Dependency-Update-Tool | no update tool detected |
| 0 | Fuzzing | project is not fuzzed |
| 0 | License | license file not detected |
| 8 | Maintained | 10 commit(s) and 0 issue activity found in the last 90 days -- score normalized to 8 |
| 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 |
| 0 | Security-Policy | security policy file not detected |
| n/a | Signed-Releases | no releases found |
| 0 | Token-Permissions | detected GitHub workflow tokens with excessive permissions |
| 10 | Vulnerabilities | 0 existing vulnerabilities detected |
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
Raw JSON report machine-readable
{
"data": {
"repo": {
"topics": [
"arbitrum",
"perpetual-futures",
"trading",
"trading-platform",
"cryptotrading",
"cryptotradingbot",
"dex",
"forex-trading",
"sepoliatestnet"
],
"is_fork": false,
"size_kb": 421,
"has_wiki": true,
"homepage": "https://ostium.app",
"languages": {
"Python": 666287
},
"pushed_at": "2026-07-22T17:55:04Z",
"created_at": "2024-12-31T11:49:25Z",
"owner_type": "Organization",
"updated_at": "2026-07-22T17:55:23Z",
"description": "A python based SDK developed for interacting with Ostium, a Decentralized Perpetual Exchange for trading Crypto, RWA (Commodities, indices, Forex) and more.",
"is_archived": false,
"is_disabled": false,
"license_spdx": null,
"default_branch": "main",
"license_spdx_raw": null,
"primary_language": "Python",
"significant_languages": [
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},
"owner": {
"blog": null,
"name": null,
"type": "Organization",
"login": "0xOstium",
"company": null,
"location": null,
"followers": 26,
"avatar_url": "https://avatars.githubusercontent.com/u/116327542?v=4",
"created_at": "2022-10-21T02:57:24Z",
"is_verified": null,
"public_repos": 7,
"account_age_days": 1370
},
"license": {
"state": "absent",
"spdx_id": null,
"raw_spdx": null,
"file_present": false,
"scorecard_found": false,
"profile_has_license": false
},
"activity": {
"releases": [
{
"tag": "v2.0.22",
"kind": "patch",
"published_at": "2025-10-15T19:51:06Z"
}
],
"recent_commits": [
{
"oid": "3727a19d8a74d5c08e968a250c3f1d34a4fba9e9",
"body": "Migrate price feed endpoint to bedrock (v3.3.1)",
"is_bot": false,
"headline": "Merge pull request #36 from 0xOstium/fix/price-endpoint-bedrock",
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{
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"body_truncated": false,
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},
{
"oid": "122abee5f32f3506646572d05d15738daf64fc04",
"body": "perf: 4x faster trading — offline tx building, sequencer broadcast, chain-event order tracking",
"is_bot": false,
"headline": "Merge pull request #35 from 0xOstium/perf/trade-latency",
"author_name": "babayega",
"author_login": "babayega",
"committed_at": "2026-07-09T15:13:21Z",
"body_truncated": false,
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},
{
"oid": "96bea811522b1938dafbd977e882e5f4a5d5c1fb",
"body": "track_order_and_trade now detects order settlement from the callbacks\ncontract's events (resolved at runtime via the on-chain registry) with a\nsingle eth_getLogs filter on the indexed orderId, polled every 0.25s.\nAfter settlement the subgraph is tried once for the enriched payload;\nif not yet indexe\n[…]\ning); broadcast median 697ms via sequencer (was 983ms);\noracle settles on-chain in 1-2s; subgraph indexing lag after chain\nsettlement median ~10s, max ~20s (no longer user-facing).\n\nLinear: OSTGRWE-77",
"is_bot": false,
"headline": "perf: chain-event order tracking; broadcast via Arbitrum sequencer",
"author_name": "babayega",
"author_login": "babayega",
"committed_at": "2026-07-09T11:04:44Z",
"body_truncated": true,
"is_coding_agent": false
},
{
"oid": "ae14b6e49562540735f3e75f7aacf1a331e670cf",
"body": "Addresses resolved via the Ostium registry\n(0x799a139aE56e11F0476aCE2f6118CfcAed9608d2), proxies followed to\nimplementations (EIP-1967 + Circle zOS slot for USDC), ABIs fetched\nfrom Blockscout. usdc_abi was a stale mock and is now the real Circle\nFiatToken ABI; trading_storage/pairs_info/vault gaine\n[…]\nhanged (contract unverified on\nBlockscout Sepolia).\n\nCalldata for all 11 SDK write functions verified byte-identical\nbefore/after; order-id extraction re-verified on live receipts.\n\nLinear: OSTGRWE-79",
"is_bot": false,
"headline": "chore: refresh bundled ABIs from verified on-chain implementations",
"author_name": "babayega",
"author_login": "babayega",
"committed_at": "2026-07-09T09:23:45Z",
"body_truncated": true,
"is_coding_agent": false
},
{
"oid": "e1a1087d9438dd601e6332cae8280f6e884c6e6c",
"body": "…action\n\n- Build all transactions offline: pass chainId (validated once at SDK\n init), static gas ceiling (2.5M, configurable) and static fee caps\n (0.5 gwei / 0 priority, configurable) into build_transaction instead\n of letting web3 fetch chainId, estimateGas and fee history per tx\n- Fetch nonce\n[…]\n03...):\n459k/520k gas used vs 2.5M ceiling, orderIds 2149283/2149284 extracted,\ncalldata byte-identical to v3.2.0. Full suite 68/68.\n\nLinear: OSTGRWE-73, OSTGRWE-74, OSTGRWE-75, OSTGRWE-76, OSTGRWE-79",
"is_bot": false,
"headline": "perf: cut per-trade RPC round-trips from 10 to 1-3; fix order_id extr…",
"author_name": "babayega",
"author_login": "babayega",
"committed_at": "2026-07-09T09:23:45Z",
"body_truncated": true,
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},
{
"oid": "b95fc78308b5e3131b0e4d9a2f9c8fa5ead48960",
"body": "add isDayTrade to openTrade",
"is_bot": false,
"headline": "Merge pull request #31 from 0xOstium/upgrade/add-isdaytrade",
"author_name": "Marcovic22",
"author_login": "Marcovic22",
"committed_at": "2026-04-27T22:15:52Z",
"body_truncated": false,
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},
{
"oid": "f3e6c58fd72069986541f4142e259543c432636d",
"body": "Made-with: Cursor",
"is_bot": false,
"headline": "update abi",
"author_name": "Thales",
"author_login": "cinojosa0705",
"committed_at": "2026-04-27T19:11:15Z",
"body_truncated": false,
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},
{
"oid": "e4e11b6891bc82dba75501a26e537c15fbd7126c",
"body": null,
"is_bot": false,
"headline": "fix changelog",
"author_name": "Thales",
"author_login": "cinojosa0705",
"committed_at": "2026-04-27T15:34:50Z",
"body_truncated": false,
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},
{
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"headline": "add isDayTrade to openTrade",
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"committed_at": "2026-04-27T15:29:12Z",
"body_truncated": false,
"is_coding_agent": false
},
{
"oid": "40f550480410a9e53864770377200289f34605c5",
"body": "Hardcode slippage to 0 for limit/stop orders, update subgraph URLs",
"is_bot": false,
"headline": "Merge pull request #30 from 0xOstium/fix/limit-stop-upgrade",
"author_name": "babayega",
"author_login": "babayega",
"committed_at": "2026-03-10T09:04:19Z",
"body_truncated": false,
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},
{
"oid": "38cb873e05f1e9e39fb0f2564f5fd6b5b1115a4f",
"body": null,
"is_bot": false,
"headline": "hardcode slippage to 0 for limit/stop orders, update subgraph URLs",
"author_name": "Thales",
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"committed_at": "2026-02-15T00:17:11Z",
"body_truncated": false,
"is_coding_agent": false
},
{
"oid": "6e65aef185685b1634dd5388915d9b5182ab3c93",
"body": null,
"is_bot": false,
"headline": "fix version (#21)",
"author_name": "Carlos or Thales",
"author_login": "cinojosa0705",
"committed_at": "2025-10-15T20:25:36Z",
"body_truncated": false,
"is_coding_agent": false
},
{
"oid": "e2fbdc3bb50e7d50691b9138fd2bef3918ec2b28",
"body": "* Add builder fees to openTrade and slippage to closeTradeMarket\n\n* disable trading tests\n\n* fix comments\n\n* Update example-builder-fee.py",
"is_bot": false,
"headline": "Add builder fees to openTrade and slippage to closeTradeMarket (#20)",
"author_name": "Carlos or Thales",
"author_login": "cinojosa0705",
"committed_at": "2025-10-15T19:51:06Z",
"body_truncated": false,
"is_coding_agent": false
},
{
"oid": "e73df1cebb01e65b22030b75913de645559beab3",
"body": "no print",
"is_bot": false,
"headline": "Merge pull request #19 from 0xOstium/quickfix/clean-logs",
"author_name": "0xDefiAmi",
"author_login": "defiAmI",
"committed_at": "2025-09-05T13:23:30Z",
"body_truncated": false,
"is_coding_agent": false
},
{
"oid": "6750d294a7c91414442c11677153329f0f0c087e",
"body": null,
"is_bot": false,
"headline": "no print",
"author_name": "Ami",
"author_login": "defiAmI",
"committed_at": "2025-09-05T13:23:16Z",
"body_truncated": false,
"is_coding_agent": false
},
{
"oid": "b34f0587ec025b0679d32cc20316a7f43700d4d9",
"body": "lazy graph connection",
"is_bot": false,
"headline": "Merge pull request #18 from 0xOstium/quickfix/certificate",
"author_name": "0xDefiAmi",
"author_login": "defiAmI",
"committed_at": "2025-08-27T11:31:55Z",
"body_truncated": false,
"is_coding_agent": false
},
{
"oid": "42e6d26e2af49514da7e6c7d3afa95c08fec46af",
"body": null,
"is_bot": false,
"headline": "lazy graph connection",
"author_name": "Ami",
"author_login": "defiAmI",
"committed_at": "2025-08-27T11:31:34Z",
"body_truncated": false,
"is_coding_agent": false
},
{
"oid": "d40052aee424a92b801ef8e8d5a08ef8261fc4a0",
"body": "version 2.0.19 certificate issue",
"is_bot": false,
"headline": "Merge pull request #17 from 0xOstium/quickfix/certificate",
"author_name": "0xDefiAmi",
"author_login": "defiAmI",
"committed_at": "2025-08-25T18:42:27Z",
"body_truncated": false,
"is_coding_agent": false
},
{
"oid": "3b1595eee2362493a1789ff2502c1b94cc50ebda",
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"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."
}
],
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},
"warnings": [
"Star history unavailable: GitHub GraphQL error: Resource not accessible by personal access token",
"GitHub dependency-graph SBOM unavailable (404); the dependency graph may be disabled for this repository",
"deps.dev does not index pypi:ostium-python-sdk@3.3.1; advisories assessed against the repository dependency graph instead"
],
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"badge_url": "https://raw.githubusercontent.com/inspect-software/badges/main/v1/0/0xOstium/ostium-python-sdk.svg",
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"license_state": "absent",
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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 v0.26.0 — full methodology · metrics wiki.
How one result sits in the wider record: aggregate statistics — PyPI.