Public recordModerate
Software health reportschema 0.27.0 · metrics 1.13.0 · 2026-07-26 05:36 UTC
swanchain / computing-provider
Turn your GPU into an AI inference endpoint on the Swan Chain network. Connects outbound over WebSocket, serves local SGLang/vLLM/Ollama models — no inbound ports, no wallet required.
swanchain/computing-provider holds a health index of 59 out of 100, placing it in the Moderate band. It scores highest on AI Readiness (81/100) and lowest on Community & Adoption (24/100). It was last updated 11 days ago. 2 contributors account for most of its recent work.
59
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.
59
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
Swan ChainOrganization
75 followers48 public repossince Dec 2023
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 |
|---|---|---|---|---|---|
| Go | github.com/swanchain/computing-provider-v2 | v0.3.0 | - | 4 | 14 days ago |
Metrics by category
Vitality
Is the project alive — is code being written and are releases shipping?
80
Development activity
73Good
How it's scored
| 28.8/36 | Push recency — last push 11 days ago |
| 15.9/36 | Commit cadence — 23/52 weeks with commits |
| 18/18 | Commit volume — 246 commits in the last year |
| 10/10 | OpenSSF Scorecard: Maintained — 10 commit(s) and 2 issue activity found in the last 90 days -- score normalized to 10 |
Inputs used
| commits_last_year | 246 |
| human_commit_share | 1 |
| days_since_last_push | 11 |
| active_weeks_last_year | 23 |
Release discipline
90Excellent
How it's scored
| 27/27 | Ships releases — 4 releases published |
| 36/36 | Release recency — latest release 14 days ago |
| 27/27 | Release cadence — a release every ~38.9 days |
| 0/10 | OpenSSF Scorecard: Signed-Releases — Project has not signed or included provenance with any releases. |
Inputs used
| releases_count | 4 |
| latest_release_tag | v0.3.0 |
| releases_from_tags | no |
| days_since_latest_release | 14 |
| mean_days_between_releases | 38.9 |
Community & Adoption
Does the project have users, downloads, attention, and a welcoming setup for contributors?
24
Popularity & adoption
1Critical
How it's scored
| 0/60 | Stars — 0 stars |
| 0/25 | Forks — 1 forks |
| 0/15 | Watchers — 0 watchers |
Inputs used
| forks | 1 |
| stars | 0 |
| watchers | 0 |
| growth_state | unverified |
| growth_factor_pct | 100 |
| growth_unverified_reason | no_history |
Community health
50Moderate
How it's scored
| 22.5/22.5 | README |
| 22.5/22.5 | License — recognized license (MIT) |
| 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 | yes |
| 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?
73
Maintainer resilience (bus factor)
62Moderate
How it's scored
| 25.2/54 | Bus factor — 2 contributor(s) cover half of all commits |
| 13.8/22.5 | Commit distribution — top contributor authored 38% of commits |
| 13.5/13.5 | Contributor breadth — 10 contributors |
| 10/10 | OpenSSF Scorecard: Contributors — project has 4 contributing companies or organizations |
Inputs used
| bus_factor | 2 |
| contributors_sampled | 10 |
| top_contributor_share | 0.385 |
How it's scored
| 45.3/46.8 | Issue resolution — 97% of issues closed |
| 38.2/38.3 | PR acceptance — 28/28 decided PRs merged |
| 0/15 | OpenSSF Scorecard: Code-Review — Found 0/18 approved changesets -- score normalized to 0 |
Inputs used
| merged_prs | 28 |
| open_issues | 1 |
| closed_issues | 32 |
| issue_closed_ratio | 0.97 |
| closed_unmerged_prs | 0 |
Ownership & stewardship
61Moderate
How it's scored
| 30/30 | Ownership backing — organization-owned |
| 0/20 | Verified domain |
| 13.5/25 | Owner reach — 75 followers of swanchain |
| 17.5/25 | Track record — 48 public repos, account ~2 yr old |
Inputs used
| followers | 75 |
| owner_type | Organization |
| is_verified | — |
| owner_login | swanchain |
| public_repos | 48 |
| account_age_days | 942 |
Package maintenance
92Excellent
How it's scored
| 25/25 | Published & resolvable — 1 package(s) on go |
| 35/35 | Publish recency — latest publish 14 days ago |
| 12/20 | Version history — 4 published versions |
| 20/20 | Not deprecated — active, not deprecated or yanked |
Inputs used
| packages | github.com/swanchain/computing-provider-v2 |
| ecosystems | go |
| any_deprecated | no |
| min_days_since_publish | 14 |
Engineering Quality
Are baseline engineering and documentation practices in place?
68
Engineering practices
64Moderate
How it's scored
| 24/24 | CI workflows — 1 workflow(s) |
| 24/24 | Tests present |
| 16/16 | Linter config — eslint.config.js |
| 0/9.6 | Pre-commit hooks |
| 0/6.4 | .editorconfig |
| 0/20 | OpenSSF Scorecard: CI-Tests — 0 out of 5 merged PRs checked by a CI test -- score normalized to 0 |
Inputs used
| has_ci | yes |
| has_tests | yes |
| has_editorconfig | no |
| has_linter_config | yes |
| has_precommit_config | no |
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?
37
Security posture
37At risk
How it's scored
| 7.5/7.5 | Binary-Artifacts — no binaries found in the repo |
| 0/7.5 | Branch-Protection — branch protection not enabled on development/release branches |
| 0/2.5 | CI-Tests — 0 out of 5 merged PRs checked by a CI test -- score normalized to 0 |
| 0/2.5 | CII-Best-Practices — no effort to earn an OpenSSF best practices badge detected |
| 0/7.5 | Code-Review — Found 0/18 approved changesets -- score normalized to 0 |
| 2.5/2.5 | Contributors — project has 4 contributing companies or organizations |
| 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 |
| 2.5/2.5 | License — license file detected |
| 7.5/7.5 | Maintained — 10 commit(s) and 2 issue activity found in the last 90 days -- score normalized to 10 |
| 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 — Project has not signed or included provenance with any releases. |
| 6.8/7.5 | Token-Permissions — detected GitHub workflow tokens with excessive permissions |
| 0/7.5 | Vulnerabilities — 80 existing vulnerabilities detected |
Inputs used
| source | openssf_scorecard |
| checks_evaluated | 17 |
| scorecard_version | v5.5.0 |
| checks_inconclusive | 1 |
| scorecard_aggregate | 3.7 |
Excluded from scoring (no data or not applicable): 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.
81
Agent context & guidance
85Excellent
How it's scored
| 45/45 | Agent instructions — CLAUDE.md |
| 0/15 | Machine-readable docs (llms.txt) |
| 40/40 | Legible commit history — 99 of 100 human commits state their intent (structured subject or explanatory body) |
Inputs used
| has_llms_txt | no |
| legible_history_share | 0.99 |
| agent_instruction_files | CLAUDE.md |
| agent_instruction_max_bytes | 11,281 |
How it's scored
| 18/18 | One-command bootstrap — Makefile |
| 22/22 | Automated tests |
| 11/11 | Lint / format config — eslint.config.js |
| 11/11 | Static type checking — internal/dashboard/ui/tsconfig.json |
| 10/10 | Reproducible environment — lockfile |
| 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 | go.sum, package-lock.json |
| has_dockerfile | no |
| typed_language | yes |
| bootstrap_files | Makefile |
| has_devcontainer | no |
| has_linter_config | yes |
| typecheck_configs | internal/dashboard/ui/tsconfig.json |
| agent_commit_share | 0 |
| toolchain_manifests | go.mod |
| dependency_bot_commit_share | 0 |
Code legibility for models
99Excellent
How it's scored
| 45/45 | Type-checkable code — Go (statically typed) |
| 54/55 | Manageable file sizes — 1/57 source files over 60KB |
Inputs used
| primary_language | Go |
| largest_source_bytes | 66,435 |
| source_files_sampled | 57 |
| oversized_source_files | 1 |
Key facts
0GitHub stars
10contributors
246commits, last 12 months
11days since last push
4releases
2bus factor
1open issues
Gopackage ecosystems
Data collection warnings
- GitHub dependency-graph SBOM unavailable (404); the dependency graph may be disabled for this repository
More detail
OpenSSF Scorecard 3.7 / 10
3.7aggregate
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 |
| 0 | Branch-Protection | branch protection not enabled on development/release branches |
| 0 | CI-Tests | 0 out of 5 merged PRs checked by a CI test -- score normalized to 0 |
| 0 | CII-Best-Practices | no effort to earn an OpenSSF best practices badge detected |
| 0 | Code-Review | Found 0/18 approved changesets -- score normalized to 0 |
| 10 | Contributors | project has 4 contributing companies or organizations |
| 10 | Dangerous-Workflow | no dangerous workflow patterns detected |
| 0 | Dependency-Update-Tool | no update tool detected |
| 0 | Fuzzing | project is not fuzzed |
| 10 | License | license file detected |
| 10 | Maintained | 10 commit(s) and 2 issue activity found in the last 90 days -- score normalized to 10 |
| 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 |
| 0 | Signed-Releases | Project has not signed or included provenance with any releases. |
| 9 | Token-Permissions | detected GitHub workflow tokens with excessive permissions |
| 0 | Vulnerabilities | 80 existing vulnerabilities detected |
Direct dependencies 22
| Registry | Package | Version constraint | Manifest |
|---|---|---|---|
| Go | github.com/BurntSushi/toml | v1.3.2 | go.mod |
| Go | github.com/Masterminds/semver | v1.4.2 | go.mod |
| Go | github.com/containerd/containerd | v1.7.23 | go.mod |
| Go | github.com/docker/docker | v27.5.0+incompatible | go.mod |
| Go | github.com/ethereum/go-ethereum | v1.13.15 | go.mod |
| Go | github.com/fatih/color | v1.13.0 | go.mod |
| Go | github.com/filswan/go-mcs-sdk | v0.0.5 | go.mod |
| Go | github.com/filswan/go-swan-lib | v0.2.139 | go.mod |
| Go | github.com/fsnotify/fsnotify | v1.7.0 | go.mod |
| Go | github.com/gin-contrib/pprof | v1.4.0 | go.mod |
| Go | github.com/gin-gonic/gin | v1.9.1 | go.mod |
| Go | github.com/glebarez/sqlite | v1.11.0 | go.mod |
| Go | github.com/google/uuid | v1.6.0 | go.mod |
| Go | github.com/google/wire | v0.6.0 | go.mod |
| Go | github.com/gorilla/websocket | v1.5.0 | go.mod |
| Go | github.com/itsjamie/gin-cors | v0.0.0-20220228161158-ef28d3d2a0a8 | go.mod |
| Go | github.com/mitchellh/go-homedir | v1.1.0 | go.mod |
| Go | github.com/olekukonko/tablewriter | v0.0.5 | go.mod |
| Go | github.com/urfave/cli/v2 | v2.27.4 | go.mod |
| Go | golang.org/x/term | v0.27.0 | go.mod |
| Go | gopkg.in/yaml.v2 | v2.4.0 | go.mod |
| Go | gorm.io/gorm | v1.25.10 | go.mod |
All dependencies not collected
The resolved dependency set could not be collected for this report: GitHub dependency-graph SBOM unavailable (404); the dependency graph may be disabled for this repository
Raw JSON report machine-readable
{
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"size_kb": 4855,
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"languages": {
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"CSS": 236,
"HTML": 351,
"Shell": 37297,
"Makefile": 2812,
"JavaScript": 879,
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"pushed_at": "2026-07-14T20:26:59Z",
"created_at": "2026-01-08T06:06:38Z",
"owner_type": "Organization",
"updated_at": "2026-07-13T14:57:58Z",
"description": "Turn your GPU into an AI inference endpoint on the Swan Chain network. Connects outbound over WebSocket, serves local SGLang/vLLM/Ollama models — no inbound ports, no wallet required.",
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"followers": 75,
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"license": {
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"activity": {
"releases": [
{
"tag": "v0.3.0",
"kind": "minor",
"published_at": "2026-07-11T23:29:23Z"
},
{
"tag": "v0.2.0",
"kind": "minor",
"published_at": "2026-03-26T20:42:08Z"
},
{
"tag": "v0.1.1",
"kind": "patch",
"published_at": "2026-03-20T21:03:00Z"
},
{
"tag": "v0.1.0",
"kind": "minor",
"published_at": "2026-03-17T03:46:15Z"
}
],
"recent_commits": [
{
"oid": "0d05d6ba3861cdac1b1c44ad3bb1fbd13090a78a",
"body": "- /provider/collateral/contract wraps its payload in a {code,msg,data}\n envelope; the CLI parsed chains at the top level and always rendered\n an empty supported-chains list\n- /provider/collateral requires a dashboard session JWT and rejects\n provider API keys; the CLI swallowed the auth error int\n[…]\nstead (approved =\n none confirmed, activating = confirmed, active = earning) and point to\n the dashboard for pending deposits\n\nClaude-Session: https://claude.ai/code/session_012XpRukxRAzQV415eeu5kTt",
"is_bot": false,
"headline": "fix: deposit command showed empty chain list and false collateral status",
"author_name": "Charles Cao",
"author_login": null,
"committed_at": "2026-07-13T14:57:53Z",
"body_truncated": true,
"is_coding_agent": false
},
{
"oid": "c06318562642e784e6afba393de929f62a111782",
"body": null,
"is_bot": false,
"headline": "docs: add Reliability & Performance section to README",
"author_name": "flyworker",
"author_login": null,
"committed_at": "2026-07-11T23:31:13Z",
"body_truncated": false,
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{
"oid": "b1600d56577682c9fad05af0903e78b79f4081d9",
"body": null,
"is_bot": false,
"headline": "chore: bump version to v0.3.0",
"author_name": "flyworker",
"author_login": null,
"committed_at": "2026-07-11T23:29:12Z",
"body_truncated": false,
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},
{
"oid": "c291b71c18ff88919a8cc67d7a0542bf3171e6d9",
"body": "Failed inference/streaming requests recorded a failed metric and returned\nan error to Swan Inference but wrote nothing to the log, making an\nunreachable/erroring model backend invisible in cp.log. Emit an Errorf in\nboth handler error branches with request ID, model, latency, and status.\n\nCloses #59\n\nCo-authored-by: flyworker <ccao@swancloud.io>",
"is_bot": false,
"headline": "log inference request failures instead of failing silently (#60)",
"author_name": "Charles Cao",
"author_login": "flyworker",
"committed_at": "2026-07-11T23:28:40Z",
"body_truncated": false,
"is_coding_agent": false
},
{
"oid": "6b2ace9702e2c2998979f7ae06bb2e0b4765d20d",
"body": "The fingerprint hashed hostname + ALL non-loopback MACs, including Docker\nveth/bridge interfaces — restarting any container changed the fingerprint\nand the provider then refused to start (non-interactive fatal), suggesting\nthe user delete their private_key and lose their node identity.\n\n- Prefer the\n[…]\nprint (v2: prefix); legacy unversioned values\n migrate in place instead of fataling, so existing deployments upgrade\n cleanly\n\nClaude-Session: https://claude.ai/code/session_012XpRukxRAzQV415eeu5kTt",
"is_bot": false,
"headline": "fix: stop false machine-fingerprint mismatches on container churn",
"author_name": "Charles Cao",
"author_login": null,
"committed_at": "2026-07-09T20:54:50Z",
"body_truncated": true,
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},
{
"oid": "4cbd966ec19149f2030dbdcca9d120778d056c73",
"body": "A model added via models.json hot-reload was registered before its first\nhealth check passed, and the unknown->healthy transition only sent a\nhealth-update message — the server never received a registration listing\nthe new model until the provider restarted.\n\nTrigger updateClientModels() from the he\n[…]\nt is unchanged.\n\nVerified live: hot re-adding a model now re-registers ~100ms after its\nhealth check passes, without a restart.\n\nClaude-Session: https://claude.ai/code/session_012XpRukxRAzQV415eeu5kTt",
"is_bot": false,
"headline": "fix: re-register with Swan Inference when a model becomes ready",
"author_name": "Charles Cao",
"author_login": null,
"committed_at": "2026-07-09T16:18:41Z",
"body_truncated": true,
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{
"oid": "9a589ad63e3eb15769913efb876200811c3daaed",
"body": "…h; fix metrics mutex copy\n\nFinding 1 (limiters were decorative):\n- Restore RateLimiter.AllowModel, ConcurrencyLimiter.Acquire/Release, and\n RetryPolicy.Execute/IsRetryable/CalculateDelay\n- Enforce rate + concurrency limits in handleInference and\n handleStreamingInference; over-limit requests retu\n[…]\ns; snapshots\n now copy only data, never the mutexes\n\nAdd enforcement tests incl. end-to-end retry against a stub model server.\n\nClaude-Session: https://claude.ai/code/session_012XpRukxRAzQV415eeu5kTt",
"is_bot": false,
"headline": "feat: enforce rate/concurrency limits and retry policy on request pat…",
"author_name": "Charles Cao",
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"body_truncated": true,
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{
"oid": "9f2eec7baafe1bfa6b2a243c22c11145a26ab87a",
"body": "- Delete unreachable files: docker_service, gpu_cache, supervisor, wsclient,\n request_queue, helpers, Wire DI layer (entity_service, wire, wire_gen),\n internal/controller, internal/initializer, internal/service, dead models\n types, unused util files, embedded parameters.json\n- Strip ~80 unreachab\n[…]\nhutdown\n- Rename cmd ubi.go -> daemon.go; drop no-op task command\n- Update CLAUDE.md and README to match inference-only reality\n\nClaude-Session: https://claude.ai/code/session_012XpRukxRAzQV415eeu5kTt",
"is_bot": false,
"headline": "refactor: remove dead code and wire graceful shutdown",
"author_name": "Charles Cao",
"author_login": null,
"committed_at": "2026-07-09T16:18:41Z",
"body_truncated": true,
"is_coding_agent": false
},
{
"oid": "3006c4927e452b6c9296264eef2cc79c1d4cea79",
"body": "Add local_model to the CLIProxyAPI guide — required when marketplace\nmodel names have a vendor prefix (openai/gpt-5.5) that the local server\ndoesn't recognise; missing this causes 0% benchmark scores. Add docker\ngroup nil-pointer crash + sg docker workaround to troubleshooting.\n\nAdd full models.json field reference table to configuration.md covering\nendpoint, api_key, category, local_model, gpu_memory, format, quantization.",
"is_bot": false,
"headline": "docs: document local_model field and docker group crash fix",
"author_name": "flyworker",
"author_login": null,
"committed_at": "2026-06-27T21:40:47Z",
"body_truncated": false,
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},
{
"oid": "78f9f561b29d7bd89cb0516025ed91ac5ba6bdba",
"body": null,
"is_bot": false,
"headline": "docs: add CLIProxyAPI computing provider guide",
"author_name": "flyworker",
"author_login": null,
"committed_at": "2026-06-25T15:50:16Z",
"body_truncated": false,
"is_coding_agent": false
},
{
"oid": "6507ec2f163739b5f57668cf161abea080bb71cc",
"body": null,
"is_bot": false,
"headline": "fix: clarify \"provider API key\" in setup wizard prompts",
"author_name": "rykci",
"author_login": "rykci",
"committed_at": "2026-03-26T17:54:04Z",
"body_truncated": false,
"is_coding_agent": false
},
{
"oid": "912988fc76811d2213a93e2d747aaa2d38f81a8e",
"body": null,
"is_bot": false,
"headline": "chore: bump version to v0.2.0",
"author_name": "rykci",
"author_login": "rykci",
"committed_at": "2026-03-26T17:40:49Z",
"body_truncated": false,
"is_coding_agent": false
},
{
"oid": "9e0e9bccb3951474be311e66415429f1b6aa9de5",
"body": "UpdateInferenceConfig now sets ServiceURL and WebSocketURL from build\ndefaults, so testnet users upgrading to a mainnet binary get prod URLs\nautomatically when re-running the setup wizard.",
"is_bot": false,
"headline": "fix: wizard resets inference URLs to match binary network target",
"author_name": "rykci",
"author_login": "rykci",
"committed_at": "2026-03-26T15:57:25Z",
"body_truncated": false,
"is_coding_agent": false
},
{
"oid": "d5050381fe02e94e2537f4c7034f7e3a55412daa",
"body": "Fix WebSocket URL defaults and fingerprint regeneration",
"is_bot": false,
"headline": "Merge pull request #48 from swanchain/dev",
"author_name": "rykci",
"author_login": "rykci",
"committed_at": "2026-03-25T22:12:43Z",
"body_truncated": false,
"is_coding_agent": false
},
{
"oid": "01a1614e3c9e85201f95c53f501ead0e61b830f8",
"body": "- Change default WS URL from api-ws.swanchain.io to inference-ws.swanchain.io\n in build defaults, README, and CLAUDE.md\n- Fix CheckMachineIdentity to write current fingerprint after key regeneration,\n preventing the mismatch warning from reappearing on every restart",
"is_bot": false,
"headline": "fix: correct default WebSocket URL and fingerprint regeneration bug",
"author_name": "rykci",
"author_login": "rykci",
"committed_at": "2026-03-25T22:06:44Z",
"body_truncated": false,
"is_coding_agent": false
},
{
"oid": "3c9d3589b0ba9a4c3974286f5b03b705813de189",
"body": "Fix prod URL defaults: separate API and dashboard URLs",
"is_bot": false,
"headline": "Merge pull request #47 from swanchain/dev",
"author_name": "rykci",
"author_login": "rykci",
"committed_at": "2026-03-25T21:41:35Z",
"body_truncated": false,
"is_coding_agent": false
},
{
"oid": "98f7254ac8b1bce8407ba16ea19a5ee613baf653",
"body": null,
"is_bot": false,
"headline": "fix: separate dashboard URL from API URL for user-facing messages",
"author_name": "rykci",
"author_login": "rykci",
"committed_at": "2026-03-25T21:04:59Z",
"body_truncated": false,
"is_coding_agent": false
},
{
"oid": "b227b67b6cc8560597772968665bc47bf6520712",
"body": null,
"is_bot": false,
"headline": "fix: correct prod ServiceURL and API URL defaults",
"author_name": "rykci",
"author_login": "rykci",
"committed_at": "2026-03-25T21:02:53Z",
"body_truncated": false,
"is_coding_agent": false
},
{
"oid": "bae76728ca41d96330f2eb758f68cc959f089be2",
"body": "Prod release: duplicate node-id detection, benchmarks, docs",
"is_bot": false,
"headline": "Merge pull request #46 from swanchain/dev",
"author_name": "rykci",
"author_login": "rykci",
"committed_at": "2026-03-25T18:27:54Z",
"body_truncated": false,
"is_coding_agent": false
},
{
"oid": "b121d6a852296e53572e95081d36342795c0fa0a",
"body": null,
"is_bot": false,
"headline": "docs: update README to use mainnet build and prod URLs",
"author_name": "rykci",
"author_login": "rykci",
"committed_at": "2026-03-25T18:26:19Z",
"body_truncated": false,
"is_coding_agent": false
},
{
"oid": "48abda0660c39645a9c913e22129c46f2ab7bbf1",
"body": "Previously CheckMachineIdentity only logged warnings that users missed,\ncausing duplicate node-id issues when config was copied between machines.\nNow it interactively prompts to regenerate, or exits with a clear error\nin non-interactive environments (e.g. systemd).",
"is_bot": false,
"headline": "feat: prompt user to regenerate node-id when copied private_key detected",
"author_name": "rykci",
"author_login": "rykci",
"committed_at": "2026-03-24T16:43:25Z",
"body_truncated": false,
"is_coding_agent": false
},
{
"oid": "b012a50e0777a19b589f6def718d70e33728e6b7",
"body": "Use 2× HuggingFace file size as VRAM recommendation to account for\nKV cache and runtime overhead. Updates GPU recommendations accordingly.",
"is_bot": false,
"headline": "docs: fix model hardware requirements with actual HF sizes",
"author_name": "rykci",
"author_login": "rykci",
"committed_at": "2026-03-23T20:00:42Z",
"body_truncated": false,
"is_coding_agent": false
},
{
"oid": "205f53abb7a17f048eddd36e773ca3f1f58eb780",
"body": "- Add Available Models section with example `models catalog` output\n- Add hardware requirements table (VRAM, recommended GPU) for each model\n- Update Switching Models example to use Mistral Small 24B (AWQ) instead\n of Llama 3.2 3B which is not in the catalog",
"is_bot": false,
"headline": "docs: add available models catalog with hardware requirements",
"author_name": "rykci",
"author_login": "rykci",
"committed_at": "2026-03-23T19:32:43Z",
"body_truncated": false,
"is_coding_agent": false
},
{
"oid": "92582190358fc26558e8adc8049edbd4f0f9eadd",
"body": "Remove unused Tier field from modelDemandAPIEntry and update README\nwording to reflect removal of SIP tier system from swan-inference.",
"is_bot": false,
"headline": "refactor: remove tier references",
"author_name": "rykci",
"author_login": "rykci",
"committed_at": "2026-03-23T17:53:54Z",
"body_truncated": false,
"is_coding_agent": false
},
{
"oid": "544d31f0d39661f86e8c811cf3d00f3659b79252",
"body": "On startup, compare machine fingerprint (hostname + MAC addresses) against\nstored fingerprint. If mismatch, warn that private_key was likely copied\nfrom another machine and will cause node_id conflicts (machines kicking\neach other offline).",
"is_bot": false,
"headline": "feat: detect copied private_key and warn about multi-machine conflicts",
"author_name": "flyworker",
"author_login": "flyworker",
"committed_at": "2026-03-23T01:45:44Z",
"body_truncated": false,
"is_coding_agent": false
},
{
"oid": "acdd2cf3e89e27ede799c281eb67bad1ca172f89",
"body": "Handle incoming benchmark requests from Swan Inference server:\n- Parse BenchmarkPayload with prompts and test type\n- Execute each prompt against local model server with timeout\n- Compare answers against expected values for correctness\n- Report results with latency and token counts via benchmark_response\n\nAddresses swanchain/swan-inference#255",
"is_bot": false,
"headline": "feat: add benchmark message handler for Swan Inference benchmarks",
"author_name": "flyworker",
"author_login": "flyworker",
"committed_at": "2026-03-22T05:10:27Z",
"body_truncated": false,
"is_coding_agent": false
},
{
"oid": "ba261714ad70f3ad06c5d5382511dbcd34ebf876",
"body": "Explain the usage-based UBI weight formula (usage × uptime × success × benchmark)\nand clarify that providers earn from both per-request payments and daily UBI rewards.",
"is_bot": false,
"headline": "docs: add UBI reward calculation section and update earnings FAQ",
"author_name": "rykci",
"author_login": "rykci",
"committed_at": "2026-03-20T23:50:15Z",
"body_truncated": false,
"is_coding_agent": false
},
{
"oid": "5d87970bbf0a1bd276a5e08fbef429cfca08ea32",
"body": "Explain the usage-based UBI weight formula (usage × uptime × success × benchmark)\nand clarify that providers earn from both per-request payments and daily UBI rewards.",
"is_bot": false,
"headline": "docs: add UBI reward calculation section and update earnings FAQ",
"author_name": "rykci",
"author_login": "rykci",
"committed_at": "2026-03-20T23:49:32Z",
"body_truncated": false,
"is_coding_agent": false
},
{
"oid": "5d8afd71c95f8d56e9d145dd039b6fe6be8b0da9",
"body": "Revert Makefile and URL defaults, remove unused config fields",
"is_bot": false,
"headline": "Merge pull request #45 from swanchain/dev",
"author_name": "rykci",
"author_login": "rykci",
"committed_at": "2026-03-20T21:33:39Z",
"body_truncated": false,
"is_coding_agent": false
},
{
"oid": "b594f2486ce669423a6941f76ac756163f959979",
"body": "Undo Makefile target renames and version.go URL changes from c37edf0\nand 8cf9574. Bare targets use mainnet/prod, -testnet targets use dev.",
"is_bot": false,
"headline": "revert: restore original Makefile targets and prod URL defaults",
"author_name": "rykci",
"author_login": "rykci",
"committed_at": "2026-03-20T21:32:32Z",
"body_truncated": false,
"is_coding_agent": false
},
{
"oid": "c37edf0071df4522be39ea513a3acadd9b41fc07",
"body": "…elds\n\nSwap Makefile targets so bare names (linux-amd64, etc.) build testnet\nand -mainnet suffix builds mainnet with production URL overrides.\nRemove unused ChainRPC, CollateralContract, TaskContract from config.",
"is_bot": false,
"headline": "build: make testnet the default build target, remove unused config fi…",
"author_name": "rykci",
"author_login": "rykci",
"committed_at": "2026-03-20T21:19:27Z",
"body_truncated": false,
"is_coding_agent": false
},
{
"oid": "8d881f3d83022503726c0af777ed0052082ca64e",
"body": "Dev to main: default dev URLs and version bump",
"is_bot": false,
"headline": "Merge pull request #43 from swanchain/dev",
"author_name": "rykci",
"author_login": "rykci",
"committed_at": "2026-03-20T20:34:40Z",
"body_truncated": false,
"is_coding_agent": false
},
{
"oid": "c6714b1137ff4745a4cde128a31b7e9d71aaaded",
"body": null,
"is_bot": false,
"headline": "merge: resolve conflict with origin/main",
"author_name": "rykci",
"author_login": "rykci",
"committed_at": "2026-03-20T20:34:33Z",
"body_truncated": false,
"is_coding_agent": false
},
{
"oid": "8cf9574e325f7adfccbd18eba81ee38ab6a6a116",
"body": null,
"is_bot": false,
"headline": "build: default to dev inference URLs and bump version to 0.1.1",
"author_name": "rykci",
"author_login": "rykci",
"committed_at": "2026-03-20T20:33:48Z",
"body_truncated": false,
"is_coding_agent": false
},
{
"oid": "f6e660901e8b58da0fcb5723d9ff090bdf323e7c",
"body": "Release v0.1.1",
"is_bot": false,
"headline": "Merge pull request #41 from swanchain/dev",
"author_name": "rykci",
"author_login": "rykci",
"committed_at": "2026-03-20T20:25:13Z",
"body_truncated": false,
"is_coding_agent": false
},
{
"oid": "e4d09835c70b72ce8b4d476e672812067b3bed87",
"body": "Replace mattn/go-sqlite3 (CGO) with glebarez/sqlite (pure Go) so\ncross-compilation works with CGO_ENABLED=0. Add linux-amd64 and\nlinux-amd64-testnet Makefile targets.",
"is_bot": false,
"headline": "build: switch to pure-Go SQLite driver and add linux-amd64 targets",
"author_name": "rykci",
"author_login": "rykci",
"committed_at": "2026-03-20T20:20:24Z",
"body_truncated": false,
"is_coding_agent": false
},
{
"oid": "818a987e516d27d9f144399599cd84483b882767",
"body": null,
"is_bot": false,
"headline": "docs: add model switching guide and expand FAQ troubleshooting",
"author_name": "rykci",
"author_login": "rykci",
"committed_at": "2026-03-20T20:15:18Z",
"body_truncated": false,
"is_coding_agent": false
},
{
"oid": "9caee0dc50b083094e4501713b3b8328541cedbe",
"body": "Release v0.1.1",
"is_bot": false,
"headline": "Merge pull request #40 from swanchain/dev",
"author_name": "rykci",
"author_login": "rykci",
"committed_at": "2026-03-19T06:10:35Z",
"body_truncated": false,
"is_coding_agent": false
},
{
"oid": "ca6845f763ebf3cd4c81e684801747fb0601db34",
"body": "fix: prevent deadlock from writePump silent exit and stale streaming goroutines",
"is_bot": false,
"headline": "Merge pull request #39 from swanchain/fix/streaming-goroutine-leak",
"author_name": "Boqian",
"author_login": "bq1024",
"committed_at": "2026-03-19T02:04:18Z",
"body_truncated": false,
"is_coding_agent": false
},
{
"oid": "f7bd42f04b91c206008f456b3b395ac4c536724c",
"body": "…goroutines\n\nwritePump exiting on a write error left readPump blocked on ReadMessage\nwith nobody draining the send channel, causing permanent buffer saturation.\nStale streaming goroutines from previous connections kept pushing chunks\nfor up to 5-10s each after reconnect, flooding the new send buffer\n[…]\nChunk/sendStreamEnd check pumpDone to abort immediately\n on reconnect instead of waiting for timeout\n- sendError/sendInferenceResponse use select-with-timeout instead of\n bare blocking channel sends",
"is_bot": false,
"headline": "fix: prevent deadlock from writePump silent exit and stale streaming …",
"author_name": "Boqian",
"author_login": "bq1024",
"committed_at": "2026-03-19T02:03:40Z",
"body_truncated": true,
"is_coding_agent": false
},
{
"oid": "b14925e462be03df048e80f5238f350d7630fdad",
"body": null,
"is_bot": false,
"headline": "docs: update collateral and grace period details in README",
"author_name": "rykci",
"author_login": "rykci",
"committed_at": "2026-03-18T23:03:06Z",
"body_truncated": false,
"is_coding_agent": false
},
{
"oid": "8c91fbfcb7e25aec6eb4c1f2639d2b9f39ee2fdb",
"body": "- Add detailed system requirements for Linux (GPU, VRAM, RAM, storage,\n driver, CUDA versions) and macOS (chip, memory, OS version)\n- Add \"What Happens After Setup\" section with 5-stage activation\n timeline (Connect → Benchmark → Approval → Collateral → Active)\n- Add verify step (computing-provider inference status) to both\n Linux and macOS quick start guides",
"is_bot": false,
"headline": "docs: add activation timeline, system requirements, and verify step",
"author_name": "rykci",
"author_login": "rykci",
"committed_at": "2026-03-18T23:02:46Z",
"body_truncated": false,
"is_coding_agent": false
},
{
"oid": "6a704a51ee3ff2bb716d0055b112532b0978a8c0",
"body": "Remove legacy ZK-Proof Mode section. Add FAQ covering common\nissues new providers encounter: setup/CUDA problems, model name\nmismatches, connection errors, and configuration pitfalls.",
"is_bot": false,
"headline": "docs: replace ZK-Proof section with provider FAQ",
"author_name": "rykci",
"author_login": "rykci",
"committed_at": "2026-03-18T23:02:46Z",
"body_truncated": false,
"is_coding_agent": false
},
{
"oid": "eda5ffb3d4d201bcd1274abeb2061c8617622028",
"body": null,
"is_bot": false,
"headline": "docs: add CLI help command usage to CLAUDE.md and getting-started guide",
"author_name": "flyworker",
"author_login": "flyworker",
"committed_at": "2026-03-18T23:02:46Z",
"body_truncated": false,
"is_coding_agent": false
},
{
"oid": "8eca5b5289392e03e215b280ec15bd97a18c91e5",
"body": null,
"is_bot": false,
"headline": "feat: add `models rm` command to remove locally downloaded models",
"author_name": "rykci",
"author_login": "rykci",
"committed_at": "2026-03-18T20:48:56Z",
"body_truncated": false,
"is_coding_agent": false
},
{
"oid": "5eed9072c53f96a6de2f3e57e31a19f77a712f3c",
"body": null,
"is_bot": false,
"headline": "docs: update collateral and grace period details in README",
"author_name": "rykci",
"author_login": "rykci",
"committed_at": "2026-03-18T19:24:36Z",
"body_truncated": false,
"is_coding_agent": false
},
{
"oid": "d036343b9234a2ecce8de4fda45d714c2a1b39dc",
"body": "…eton loading\n\nWhen the backend API server is not running, all dashboard panels showed\npermanent skeleton loading animations with no explanation. Now displays\nclear \"API Unreachable\" indicator in the header and \"API unreachable\"\ntext in all panels (metrics, GPU, models, request management).",
"is_bot": false,
"headline": "fix: show API unreachable state in dashboard instead of infinite skel…",
"author_name": "rykci",
"author_login": "rykci",
"committed_at": "2026-03-18T19:24:32Z",
"body_truncated": false,
"is_coding_agent": false
},
{
"oid": "677e37db13b8625e11f6f56d6841f15cd436e937",
"body": "… CLI)\n\nRemove all ZK-proof, UBI, ECP, and local wallet functionality to focus\nthe CLI on inference mode only. Closes #38.\n\nRemoved commands: wallet, collateral, sequencer, ubi, ubi-zero, account,\ncontract, price.\n\nRemoved packages:\n- wallet/ (local wallet management)\n- internal/contract/ (ECP/accou\n[…]\nservice.go (kept only CpInfoService), wire files,\ndb migrations, run.go (info/state commands), initializer.\n\nKept commands: run, init, setup, info, state, task, inference,\nmodels, research, dashboard.",
"is_bot": false,
"headline": "feat: remove ZK-proof mode and legacy wallet commands (inference-only…",
"author_name": "rykci",
"author_login": "rykci",
"committed_at": "2026-03-17T20:51:30Z",
"body_truncated": true,
"is_coding_agent": false
},
{
"oid": "81fef8ddf3a269b1a2c155afb4793d126e363b9c",
"body": "- Add detailed system requirements for Linux (GPU, VRAM, RAM, storage,\n driver, CUDA versions) and macOS (chip, memory, OS version)\n- Add \"What Happens After Setup\" section with 5-stage activation\n timeline (Connect → Benchmark → Approval → Collateral → Active)\n- Add verify step (computing-provider inference status) to both\n Linux and macOS quick start guides",
"is_bot": false,
"headline": "docs: add activation timeline, system requirements, and verify step",
"author_name": "rykci",
"author_login": "rykci",
"committed_at": "2026-03-17T19:32:24Z",
"body_truncated": false,
"is_coding_agent": false
},
{
"oid": "c96ae4d51e99068aacd1afcef2c1f7f7ac79b724",
"body": "Remove legacy ZK-Proof Mode section. Add FAQ covering common\nissues new providers encounter: setup/CUDA problems, model name\nmismatches, connection errors, and configuration pitfalls.",
"is_bot": false,
"headline": "docs: replace ZK-Proof section with provider FAQ",
"author_name": "rykci",
"author_login": "rykci",
"committed_at": "2026-03-17T19:28:40Z",
"body_truncated": false,
"is_coding_agent": false
},
{
"oid": "ab589e6051968c849cc07ebcaddc281ba5b032f8",
"body": "Adds CLI command to set the beneficiary wallet address via the\nSwan Inference API (PUT /api/v1/provider/me). Updates README and\nCLAUDE.md with the new command.",
"is_bot": false,
"headline": "feat: add `inference set-beneficiary` command for reward wallet",
"author_name": "flyworker",
"author_login": "flyworker",
"committed_at": "2026-03-17T18:19:49Z",
"body_truncated": false,
"is_coding_agent": false
},
{
"oid": "4f78385bcf229ba33cfdea8d56aff8513114fb98",
"body": "Release v0.1.0",
"is_bot": false,
"headline": "Merge pull request #37 from swanchain/release/v0.1.0",
"author_name": "rykci",
"author_login": "rykci",
"committed_at": "2026-03-17T12:22:51Z",
"body_truncated": false,
"is_coding_agent": false
},
{
"oid": "778ff5fa65638c5a9720262f0ff3dbfc29ffe738",
"body": null,
"is_bot": false,
"headline": "Merge branch 'hotfix/s3-and-defaults' into release/v0.1.0",
"author_name": "rykci",
"author_login": "rykci",
"committed_at": "2026-03-17T03:43:28Z",
"body_truncated": false,
"is_coding_agent": false
},
{
"oid": "3e24fd6c169ce24f74d42cfd8e8a7f0dd8578eb9",
"body": null,
"is_bot": false,
"headline": "fix: update default inference URLs to dev endpoints",
"author_name": "rykci",
"author_login": "rykci",
"committed_at": "2026-03-17T03:37:35Z",
"body_truncated": false,
"is_coding_agent": false
},
{
"oid": "3cb6c8eaa88675807415187c02c365239f86d4f2",
"body": "NebulaBlock S3 bucket returns AccountProblem 403 errors. Switch models\ndownload command to fetch files directly from HuggingFace. SHA256\nverification is applied to LFS files (weight files); small metadata\nfiles are downloaded without hash checks.",
"is_bot": false,
"headline": "fix: download model weights from HuggingFace instead of NebulaBlock S3",
"author_name": "rykci",
"author_login": "rykci",
"committed_at": "2026-03-17T03:36:42Z",
"body_truncated": false,
"is_coding_agent": false
},
{
"oid": "9958b546f1cac8fff03446d22fe18a7fc4885816",
"body": null,
"is_bot": false,
"headline": "docs: remove SwanETH faucet reference from README",
"author_name": "rykci",
"author_login": "rykci",
"committed_at": "2026-03-16T23:56:22Z",
"body_truncated": false,
"is_coding_agent": false
},
{
"oid": "98c9f34d16c7eb5ddb0fb0dc24034423f6a2a492",
"body": null,
"is_bot": false,
"headline": "docs: remove SwanETH faucet reference from README",
"author_name": "rykci",
"author_login": "rykci",
"committed_at": "2026-03-16T23:54:59Z",
"body_truncated": false,
"is_coding_agent": false
},
{
"oid": "cc59667627b0b24970935fdb7f0e4a85cbff2a34",
"body": null,
"is_bot": false,
"headline": "docs: update README config to use dev/testnet endpoints",
"author_name": "rykci",
"author_login": "rykci",
"committed_at": "2026-03-16T23:54:09Z",
"body_truncated": false,
"is_coding_agent": false
},
{
"oid": "e8f7cfe22227dc9735aa859a685e86bd5ff4adee",
"body": null,
"is_bot": false,
"headline": "docs: update README build instructions to use make testnet",
"author_name": "rykci",
"author_login": "rykci",
"committed_at": "2026-03-16T23:54:09Z",
"body_truncated": false,
"is_coding_agent": false
},
{
"oid": "65d6f6dee4019f61d2adb81fcd862be4196b1f72",
"body": null,
"is_bot": false,
"headline": "docs: update README config to use dev/testnet endpoints",
"author_name": "rykci",
"author_login": "rykci",
"committed_at": "2026-03-16T23:53:51Z",
"body_truncated": false,
"is_coding_agent": false
},
{
"oid": "3e66ce73e8cf2ba198fe8f6c23fc1bf62af2a52c",
"body": null,
"is_bot": false,
"headline": "docs: update README build instructions to use make testnet",
"author_name": "rykci",
"author_login": "rykci",
"committed_at": "2026-03-16T23:52:35Z",
"body_truncated": false,
"is_coding_agent": false
},
{
"oid": "d291cf1e0799e45097dfd5fe36ae8e9cbe057140",
"body": "Clearer explanations at each step: what Swan Inference is, why a wallet\nis needed, when rewards start (after approval), and what the API key does.",
"is_bot": false,
"headline": "improve signup flow messaging for provider clarity",
"author_name": "flyworker",
"author_login": "flyworker",
"committed_at": "2026-03-13T16:18:15Z",
"body_truncated": false,
"is_coding_agent": false
},
{
"oid": "364477c86b31e31ee82a8bf30693651743417a21",
"body": null,
"is_bot": false,
"headline": "docs: add CLI help command usage to CLAUDE.md and getting-started guide",
"author_name": "flyworker",
"author_login": "flyworker",
"committed_at": "2026-03-13T04:21:39Z",
"body_truncated": false,
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{
"oid": "4510108444354ca630ec5f459ccbe72e8ec7bf9f",
"body": "dev → main: connection stability fixes and health check improvements",
"is_bot": false,
"headline": "Merge pull request #36 from swanchain/dev",
"author_name": "Boqian",
"author_login": "bq1024",
"committed_at": "2026-03-13T00:12:17Z",
"body_truncated": false,
"is_coding_agent": false
},
{
"oid": "089d9573dfd4f25ee0444e606732330b0b1d659d",
"body": "fix: prevent deadlock from blocking sends in register and heartbeat",
"is_bot": false,
"headline": "Merge pull request #35 from swanchain/fix/blocking-send-deadlock",
"author_name": "Boqian",
"author_login": "bq1024",
"committed_at": "2026-03-12T21:06:35Z",
"body_truncated": false,
"is_coding_agent": false
},
{
"oid": "2b9536b9ede79b7762dd8028456a34005800ad98",
"body": "register() and sendHeartbeat() used blocking channel sends (c.send <- msg)\nwith no timeout. When writePump dies and the send buffer fills up, these\nblock forever — register() blocks inside reconnect(), keeping the\nreconnecting flag true permanently, so no reconnect can ever happen again.\nsendHeartbe\n[…]\nnd.\n\nAlso add a connection generation counter so that forceReconnect calls from\nstale streaming goroutines (from a previous connection) are ignored instead\nof killing a freshly established connection.",
"is_bot": false,
"headline": "fix: prevent deadlock from blocking sends in register and heartbeat",
"author_name": "Boqian",
"author_login": "bq1024",
"committed_at": "2026-03-12T21:02:23Z",
"body_truncated": true,
"is_coding_agent": false
},
{
"oid": "1512bcbc41df6aa0c35cb078fe9bf01d2b7eed90",
"body": "fix: deduplicate health check probes for shared endpoints",
"is_bot": false,
"headline": "Merge pull request #34 from swanchain/fix/dedup-health-check-endpoints",
"author_name": "Charles Cao",
"author_login": "flyworker",
"committed_at": "2026-03-11T13:34:26Z",
"body_truncated": false,
"is_coding_agent": false
},
{
"oid": "13d1cc199012db89233d46f3967297b832887266",
"body": "fix: deduplicate health check probes for shared endpoints",
"is_bot": false,
"headline": "Merge pull request #33 from swanchain/fix/dedup-health-check-endpoints",
"author_name": "Charles Cao",
"author_login": "flyworker",
"committed_at": "2026-03-10T03:27:35Z",
"body_truncated": false,
"is_coding_agent": false
},
{
"oid": "d8bb86620eac409029d2288b5b5f8e797749d700",
"body": "…checks\n\nLiteLLM's GET /health sends a real inference request to every backend\nmodel, generating ~500 spend log entries per call. Switch probe order to\ntry GET /v1/models first (lightweight list, no inference) and only fall\nback to /health if /v1/models is unavailable.",
"is_bot": false,
"headline": "fix: probe /v1/models before /health to avoid expensive proxy health …",
"author_name": "flyworker",
"author_login": "flyworker",
"committed_at": "2026-03-10T03:21:35Z",
"body_truncated": false,
"is_coding_agent": false
},
{
"oid": "5e4d1e021da97995ef4063ee6477d7f738b74d84",
"body": "When multiple models share the same backend endpoint (e.g., a LiteLLM\nproxy), each model triggered an independent GET /health request every\n30 seconds. With N models on one proxy, this caused N redundant health\nchecks, each of which could trigger the proxy to health-check all its\nbackends.\n\nGroup models by endpoint URL and probe each unique endpoint only once,\nthen fan out the result to all models sharing that endpoint.",
"is_bot": false,
"headline": "fix: deduplicate health check probes for shared endpoints",
"author_name": "flyworker",
"author_login": "flyworker",
"committed_at": "2026-03-10T03:10:48Z",
"body_truncated": false,
"is_coding_agent": false
},
{
"oid": "74539557d3bfc483abd3e3de582ece419bdb6100",
"body": "fix: send health update after registration and use separate probe timeouts",
"is_bot": false,
"headline": "Merge pull request #32 from swanchain/fix/send-health-after-registration",
"author_name": "Boqian",
"author_login": "bq1024",
"committed_at": "2026-03-09T20:06:37Z",
"body_truncated": false,
"is_coding_agent": false
},
{
"oid": "6058047d3d5cb30573870efe24f18bc350e98c1b",
"body": "…be timeouts\n\nAfter WebSocket registration succeeds, immediately send the current model\nhealth status to the hub. Previously, health updates that fired while the\nWebSocket was disconnected were silently dropped, leaving the hub with stale\nunhealthy status even though the models were healthy locally.\n[…]\n probes in the\nhealth checker. Some proxies (e.g., LiteLLM) have slow /health endpoints\nthat consumed the entire timeout budget, causing the /v1/models fallback to\nfail with context deadline exceeded.",
"is_bot": false,
"headline": "fix: send model health update after registration and use separate pro…",
"author_name": "Boqian",
"author_login": "bq1024",
"committed_at": "2026-03-09T20:04:20Z",
"body_truncated": true,
"is_coding_agent": false
},
{
"oid": "f2d67535c3f6864eee3fde2a8bcfc58537a689cf",
"body": "feat: use build-time ldflags for inference URLs instead of hardcoded …",
"is_bot": false,
"headline": "Merge pull request #31 from swanchain/feat/build-time-inference-urls",
"author_name": "rykci",
"author_login": "rykci",
"committed_at": "2026-03-09T19:24:05Z",
"body_truncated": false,
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},
{
"oid": "a1c963b9dc530e3c8988fd8656db59032928f4cd",
"body": "…values\n\nReplace hardcoded dev/prod inference URLs with build.Default* variables\nthat default to production and are overridden to dev URLs via ldflags\nin testnet builds. This eliminates branch-specific code and prevents\nmerge conflicts when merging dev -> main.\n\n- make mainnet: prod URLs (https://api.swanchain.io/v1)\n- make testnet: dev URLs (https://inference-dev.swanchain.io)\n- Fix Makefile ldflags module path (go-computing-provider -> computing-provider-v2)",
"is_bot": false,
"headline": "feat: use build-time ldflags for inference URLs instead of hardcoded …",
"author_name": "rykci",
"author_login": "rykci",
"committed_at": "2026-03-09T19:04:04Z",
"body_truncated": false,
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},
{
"oid": "3a54fe8ed8d986fca3c90ec4512a778966a3c838",
"body": "fix: start pumps before register on reconnect",
"is_bot": false,
"headline": "Merge pull request #30 from swanchain/fix/reconnect-goroutine-leak",
"author_name": "Boqian",
"author_login": "bq1024",
"committed_at": "2026-03-09T16:37:05Z",
"body_truncated": false,
"is_coding_agent": false
},
{
"oid": "1f38efd65473757390f22d4464533bddf244a3d2",
"body": "The registration message was being sent to the send buffer before the\nnew writePump started, then drained as \"stale\" — causing the server to\nnever receive the registration and the provider to appear offline.\n\nReorder reconnect to: drain stale messages → start pumps → register.",
"is_bot": false,
"headline": "fix: start pumps before register on reconnect to prevent message drain",
"author_name": "Boqian",
"author_login": "bq1024",
"committed_at": "2026-03-09T16:36:03Z",
"body_truncated": false,
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},
{
"oid": "018607bcec589ae20ba91147ae34b435cb80b153",
"body": "fix: guard against concurrent reconnects",
"is_bot": false,
"headline": "Merge pull request #29 from swanchain/fix/reconnect-goroutine-leak",
"author_name": "Boqian",
"author_login": "bq1024",
"committed_at": "2026-03-09T16:25:18Z",
"body_truncated": false,
"is_coding_agent": false
},
{
"oid": "fb3550ac07fdc96734d38d2b945d1ff72b4c51e2",
"body": "Both readPump (on read error) and heartbeatPump (on missed acks) can\ntrigger reconnect independently, causing a double-reconnect race where\nthe second reconnect kills the first's newly started pumps. Add a\nreconnecting flag to ensure only one reconnect runs at a time.",
"is_bot": false,
"headline": "fix: guard against concurrent reconnects from readPump and heartbeatPump",
"author_name": "Boqian",
"author_login": "bq1024",
"committed_at": "2026-03-09T16:23:21Z",
"body_truncated": false,
"is_coding_agent": false
},
{
"oid": "2d8b57f24ae68471712c7a5d012fbd5577415aba",
"body": "fix: stop stale pump goroutines on WebSocket reconnect",
"is_bot": false,
"headline": "Merge pull request #28 from swanchain/fix/reconnect-goroutine-leak",
"author_name": "Boqian",
"author_login": "bq1024",
"committed_at": "2026-03-09T14:33:59Z",
"body_truncated": false,
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},
{
"oid": "484e03af05e7e490cab93ef3f3cc7304b5eae314",
"body": "Use a per-connection pumpDone channel to signal old readPump/writePump\ngoroutines to exit when reconnecting. Previously, old goroutines would\nkeep running after reconnect, writing to the closed connection and\neventually deadlocking the process (no heartbeats or log output for\nhours while the process remained alive).\n\nFixes #27",
"is_bot": false,
"headline": "fix: stop stale readPump/writePump goroutines on WebSocket reconnect",
"author_name": "Boqian",
"author_login": "bq1024",
"committed_at": "2026-03-09T14:31:44Z",
"body_truncated": false,
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},
{
"oid": "9088499ba27cea6c3a20b4621297d569314f9b9f",
"body": "Instead of always waiting 5s before trying to reconnect, the provider\nnow retries immediately on first attempt, then uses exponential backoff\n(1s, 2s, 4s, 8s... capped at 30s).",
"is_bot": false,
"headline": "fix: immediate first reconnect attempt with exponential backoff",
"author_name": "flyworker",
"author_login": "flyworker",
"committed_at": "2026-03-07T02:13:03Z",
"body_truncated": false,
"is_coding_agent": false
},
{
"oid": "e3df08cd558c67757286829172b641649eb4c5fc",
"body": "When the WebSocket send buffer is saturated, sendChunk returns an error\nafter a 5s timeout. Previously the stream loop logged a warning and\ncontinued, causing every remaining chunk to also timeout and flooding\nthe logs. Now the loop aborts immediately on the first send failure,\nstopping reads from the model server and freeing resources.",
"is_bot": false,
"headline": "fix: abort stream loop on send buffer full instead of continuing",
"author_name": "rykci",
"author_login": "rykci",
"committed_at": "2026-03-06T23:40:19Z",
"body_truncated": false,
"is_coding_agent": false
},
{
"oid": "a1afc62767f73820684e69817b5db4998cc736b0",
"body": "When the send buffer fills up during high load, sendStreamChunk and\nsendStreamEnd would timeout but never trigger reconnection, leaving the\nconnection in a zombie state. Track consecutive send failures and force\na connection close after 3 failures so readPump triggers reconnect.\nAlso drain stale messages from send buffer after reconnecting.",
"is_bot": false,
"headline": "fix: force reconnect on send buffer saturation",
"author_name": "rykci",
"author_login": "rykci",
"committed_at": "2026-03-06T20:58:24Z",
"body_truncated": false,
"is_coding_agent": false
},
{
"oid": "dcbb6ca54ea30ab404977d1ca75adc75e138f954",
"body": "After a hub restart, the provider's WebSocket reconnects but the hub's\nin-memory modelProviders routing map is empty. By including the current\nmodel list in every heartbeat, the hub can rebuild the routing map\nwithout requiring a full re-register.",
"is_bot": false,
"headline": "fix: include models in heartbeat so hub can rebuild routing map",
"author_name": "flyworker",
"author_login": "flyworker",
"committed_at": "2026-03-05T10:40:31Z",
"body_truncated": false,
"is_coding_agent": false
},
{
"oid": "fdedf0152f356268154fbf1009759d825a645a61",
"body": "Add optional api_key field to models.json entries. When present, sends\nAuthorization: Bearer <key> on all HTTP requests to the model's local\nendpoint — health checks, inference, streaming, and warmup.\n\nCloses #26",
"is_bot": false,
"headline": "feat: support api_key in models.json for authenticated model endpoints",
"author_name": "rykci",
"author_login": "rykci",
"committed_at": "2026-03-03T21:06:02Z",
"body_truncated": false,
"is_coding_agent": false
},
{
"oid": "c34145fee941d5eec090daa3e6be75e5c64d9f45",
"body": "…model` command\n\nSwitch recommend-models from two raw endpoints (/api/v1/models + /api/v1/stats/utilization)\nto the dedicated /api/v1/stats/model-demand endpoint with server-side earnings estimates\nand demand trends. Add interactive `inference select-model` command that lets providers\nbrowse the marketplace, pick a model, and auto-configure models.json + config.toml.",
"is_bot": false,
"headline": "feat: upgrade `recommend-models` to model-demand API and add `select-…",
"author_name": "flyworker",
"author_login": "flyworker",
"committed_at": "2026-03-02T16:37:37Z",
"body_truncated": false,
"is_coding_agent": false
},
{
"oid": "de820553aa1366d103f4971d0049a271992f9612",
"body": "Query the Swan Inference model marketplace to find the most profitable\nmodels for the provider's GPU hardware. Fetches model pricing and\nutilization data concurrently, estimates daily earnings per model, and\ndisplays results as a filtered, sorted table.",
"is_bot": false,
"headline": "feat: add `inference recommend-models` CLI command",
"author_name": "flyworker",
"author_login": "flyworker",
"committed_at": "2026-03-02T07:27:01Z",
"body_truncated": false,
"is_coding_agent": false
},
{
"oid": "13d50362b7dae2d7e90d36699bc829cb2fcf15e3",
"body": "WebSocket health detection, model matching, and docs cleanup",
"is_bot": false,
"headline": "Merge pull request #25 from swanchain/dev",
"author_name": "Charles Cao",
"author_login": "flyworker",
"committed_at": "2026-03-02T07:13:40Z",
"body_truncated": false,
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},
{
"oid": "0ce6240f863d4b31f5b21fc38d1cfd9d7dc0a3a9",
"body": null,
"is_bot": false,
"headline": "feat: send node_name in register message to update provider name on hub",
"author_name": "flyworker",
"author_login": "flyworker",
"committed_at": "2026-03-02T05:08:55Z",
"body_truncated": false,
"is_coding_agent": false
},
{
"oid": "9b9e0101c3f8a10f903f3bdcf357ff256f7ea8e8",
"body": "Track missed heartbeat acks and force reconnect after 3 consecutive\nmisses (~90s). Fix writePump to close the connection on exit so\nreadPump detects failures immediately. Make IsConnected() return\nfalse when heartbeats go unacknowledged.",
"is_bot": false,
"headline": "fix: detect stale WebSocket connections via heartbeat ack tracking",
"author_name": "flyworker",
"author_login": "flyworker",
"committed_at": "2026-02-28T13:59:42Z",
"body_truncated": false,
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},
{
"oid": "13197aa3cc7bdc250ab6712e238b009723d6b385",
"body": "- Use HuggingFace repo IDs as models.json keys instead of old short\n slugs (apple-silicon-support, configuration, sglang-deployment,\n getting-started)\n- Remove Docker install section referencing non-existent Dockerfile\n (installation)\n- Replace non-existent config.toml.sample with init command\n (troubleshooting)\n- Remove non-existent --ecp flag from task get (troubleshooting)\n- Replace fabricated price.toml format with CLI commands (configuration)",
"is_bot": false,
"headline": "docs: fix minor inaccuracies across docs",
"author_name": "flyworker",
"author_login": "flyworker",
"committed_at": "2026-02-27T23:01:28Z",
"body_truncated": false,
"is_coding_agent": false
},
{
"oid": "fca19219fa6540ebf2ac5fe050e9a936c3d2d687",
"body": "Remove prerequisites.md (falsely states public IP required for inference\nmode, content duplicated elsewhere) and swan-inference-design.md (stale\ndesign doc describing Docker container management that was never\nimplemented).\n\nFix cli/README.md: remove phantom network command, fabricated env vars\n(CP_\n[…]\nrom codebase.\n\nFix ecp/README.md: update old go-computing-provider repo URLs to\ncomputing-provider. Remove non-existent --ecp flag from task list\ncommands across ecp/README.md and ubi/architecture.md.",
"is_bot": false,
"headline": "docs: remove stale docs and fix moderate inaccuracies",
"author_name": "flyworker",
"author_login": "flyworker",
"committed_at": "2026-02-27T22:57:26Z",
"body_truncated": true,
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},
{
"oid": "e66e90dfc528de7c0bd2a86abf3ea70d07a1d570",
"body": "Both files contained largely invented command signatures, non-existent\nconfig sections, and phantom subcommands that don't exist in the\ncodebase. Remove them and fix all cross-references.",
"is_bot": false,
"headline": "docs: remove fabricated security.md and cli/wallet.md",
"author_name": "flyworker",
"author_login": "flyworker",
"committed_at": "2026-02-27T22:51:48Z",
"body_truncated": false,
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},
{
"oid": "b38c8407a52c5cca206318b2e67335a3c1857047",
"body": "Rename best-practices.md to sglang-best-practices.md (content is\nSGLang-specific), rename ubi/ARCHITECTURE.md to lowercase. Update all\ninternal links and remove references to non-existent doc files.",
"is_bot": false,
"headline": "docs: rename files for consistency and fix broken cross-references",
"author_name": "flyworker",
"author_login": "flyworker",
"committed_at": "2026-02-27T22:43:46Z",
"body_truncated": false,
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},
{
"oid": "fabc86763ab887ef7b31beb037f89a0c5ca791c6",
"body": null,
"is_bot": false,
"headline": "docs: link best practices from README and CLAUDE.md",
"author_name": "flyworker",
"author_login": "flyworker",
"committed_at": "2026-02-27T22:28:12Z",
"body_truncated": false,
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},
{
"oid": "95caefb0d0c61434d3c11609d6956020f07a8d3f",
"body": null,
"is_bot": false,
"headline": "docs: add SGLang performance tuning best practices for providers",
"author_name": "flyworker",
"author_login": "flyworker",
"committed_at": "2026-02-27T22:21:17Z",
"body_truncated": false,
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},
{
"oid": "ca40686955f128a1cee0238c5927b0b6e790f810",
"body": "Handle challenge_type \"deterministic\" in the verification switch.\nBuilds an OpenAI-compatible request with temperature=0, seed, and\nlogprobs=true, reuses the existing inferenceHandler path, extracts\ntokens from logprobs (with word-split fallback), and returns them\nto the hub for scoring.\n\nRef: swanchain/swan-inference#143",
"is_bot": false,
"headline": "feat: add deterministic challenge handler for verification",
"author_name": "rykci",
"author_login": "rykci",
"committed_at": "2026-02-24T18:40:39Z",
"body_truncated": false,
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},
{
"oid": "c27e995d1257a0b3037f153ad14c32c57e149cf6",
"body": "…king\n\nReport serving engine (vLLM, SGLang, Ollama) and model weight format/quantization\nin provider registration. Engine is auto-detected by probing model endpoints.\nFormat and quantization are read from models.json and sent to the hub.\n\nCloses swanchain/computing-provider-v2#155\nRelates to swanchain/swan-inference#151",
"is_bot": false,
"headline": "feat: add serving engine detection and model format/quantization trac…",
"author_name": "rykci",
"author_login": "rykci",
"committed_at": "2026-02-23T21:15:08Z",
"body_truncated": false,
"is_coding_agent": false
},
{
"oid": "f1e79aeb8eee2fb9b4d820d01f1f24b5cc471506",
"body": "…s (#18)\n\nAdd slug fallback in findBestMatch() so local model names that match a\nSwan model's slug are recognized with full confidence, reducing reliance\non the manual alias map. Also score against slugs in the fuzzy matching\nloop. Remove four dead Mistral alias entries that pointed to legacy\nslugs no longer in the catalog.",
"is_bot": false,
"headline": "feat: add slug-based fallback matching and remove dead Mistral aliase…",
"author_name": "rykci",
"author_login": "rykci",
"committed_at": "2026-02-23T17:58:45Z",
"body_truncated": false,
"is_coding_agent": false
},
{
"oid": "0f0abdbfb409372b55a949b20da944a5839f80ac",
"body": "Use strings.EqualFold for HF repo ID matching in discovery fast path\nand alias lookup, so providers match models regardless of casing.\n\nUse canonical model ID from server manifest for download directory name\ninstead of raw user input, preventing duplicate dirs from casing mismatch.\n\nRelates to swanchain/computing-provider#18.",
"is_bot": false,
"headline": "feat: case-insensitive model ID matching and canonical download dirs",
"author_name": "rykci",
"author_login": "rykci",
"committed_at": "2026-02-23T17:48:41Z",
"body_truncated": false,
"is_coding_agent": false
}
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},
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{
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}
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},
{
"key": "pr_acceptance",
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{
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{
"key": "openssf_scorecard_code_review",
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}
]
},
{
"key": "stewardship",
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"note": null,
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},
"components": [
{
"key": "ownership_backing",
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{
"code": "owner_organization",
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],
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},
{
"key": "verified_domain",
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"detail": null,
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},
{
"key": "owner_reach",
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"login": "swanchain"
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}
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{
"key": "track_record",
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},
{
"code": "account_age_years",
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]
},
{
"key": "package_maintenance",
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"note": null,
"notes": [],
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],
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"components": [
{
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}
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},
{
"key": "publish_recency",
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{
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{
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]
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],
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},
{
"key": "engineering",
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"weight": 0.2,
"metrics": [
{
"key": "engineering_practices",
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"note": null,
"notes": [],
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},
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{
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},
{
"key": "linter_config",
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{
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},
{
"key": "editorconfig",
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},
{
"key": "openssf_scorecard_ci_tests",
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"points": 0,
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}
]
},
{
"key": "documentation",
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"homepage": null,
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},
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},
{
"key": "documentation_directory",
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},
{
"key": "documentation_homepage_site",
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},
{
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},
{
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},
{
"key": "wiki",
"name": "Wiki",
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}
]
}
],
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},
{
"key": "security",
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"name": "Security",
"value": 37,
"weight": 0.16,
"metrics": [
{
"key": "security_posture",
"band": "at_risk",
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"note": "Excluded from scoring (no data or not applicable): Packaging. Remaining weights renormalized.",
"notes": [
{
"code": "excluded_no_data",
"params": {
"components": [
"packaging"
]
}
},
{
"code": "weights_renormalized",
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}
],
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"inputs": {
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"checks_evaluated": 17,
"scorecard_version": "v5.5.0",
"checks_inconclusive": 1,
"scorecard_aggregate": 3.7
},
"components": [
{
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"points": 7.5,
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"details": [],
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},
{
"key": "branch_protection",
"name": "Branch-Protection",
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"points": 0,
"status": "missed",
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},
{
"key": "ci_tests",
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},
{
"key": "cii_best_practices",
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"detail": "no effort to earn an OpenSSF best practices badge detected",
"points": 0,
"status": "missed",
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},
{
"key": "code_review",
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"points": 0,
"status": "missed",
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},
{
"key": "contributors",
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"points": 2.5,
"status": "met",
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},
{
"key": "dangerous_workflow",
"name": "Dangerous-Workflow",
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"points": 10,
"status": "met",
"details": [],
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},
{
"key": "dependency_update_tool",
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"points": 0,
"status": "missed",
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},
{
"key": "fuzzing",
"name": "Fuzzing",
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"status": "missed",
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},
{
"key": "license",
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"detail": "license file detected",
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"max_points": 2.5
},
{
"key": "maintained",
"name": "Maintained",
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"points": 7.5,
"status": "met",
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},
{
"key": "packaging",
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"points": 0,
"status": "excluded",
"details": [
{
"code": "no_data",
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}
],
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},
{
"key": "pinned_dependencies",
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"points": 0,
"status": "missed",
"details": [],
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},
{
"key": "sast",
"name": "SAST",
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"points": 0,
"status": "missed",
"details": [],
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},
{
"key": "security_policy",
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"points": 0,
"status": "missed",
"details": [],
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},
{
"key": "signed_releases",
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"points": 0,
"status": "missed",
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},
{
"key": "token_permissions",
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"points": 6.8,
"status": "partial",
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},
{
"key": "vulnerabilities",
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"status": "missed",
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}
]
},
{
"key": "high_risk_jurisdiction_exposure",
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"name": "High-Risk Jurisdiction Exposure",
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"notes": [
{
"code": "jurisdiction_evidence_limits",
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}
],
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"inputs": {
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"red_flag": false,
"exposures": [],
"policy_countries": [
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"Iran",
"North Korea"
],
"review_only_matches": 0,
"assessed_self_published_locations": 9
},
"components": [
{
"key": "policy_exposure_multiplier",
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"status": "met",
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"code": "jurisdiction_no_match",
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}
],
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}
]
}
],
"description": "Are visible security and supply-chain practices strong, with no malicious dependency and no unresolved high-risk jurisdiction exposure?"
},
{
"key": "ai_readiness",
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"name": "AI Readiness",
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"weight": 0,
"metrics": [
{
"key": "ai_agent_context",
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"notes": [],
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"agent_instruction_files": [
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],
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},
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],
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},
{
"key": "machine_readable_docs_llms_txt",
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"points": 0,
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},
{
"key": "legible_commit_history",
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"code": "legible_history",
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}
}
],
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}
]
},
{
"key": "ai_verify_loop",
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"dependency_bot_commit_share": 0
},
"components": [
{
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},
{
"key": "automated_tests",
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},
{
"key": "lint_format_config",
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],
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},
{
"key": "static_type_checking",
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],
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{
"key": "reproducible_environment",
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],
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},
{
"key": "demonstrated_agent_practice",
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"status": "missed",
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}
],
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},
{
"key": "automated_maintenance",
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"status": "missed",
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],
"max_points": 8
},
{
"key": "openssf_scorecard_pinned_dependencies",
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"points": 0,
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}
]
},
{
"key": "ai_code_legibility",
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"name": "Code legibility for models",
"note": null,
"notes": [],
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"oversized_source_files": 1
},
"components": [
{
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"name": "Type-checkable code",
"detail": "Go (statically typed)",
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{
"code": "statically_typed_language",
"params": {
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}
}
],
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},
{
"key": "manageable_file_sizes",
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"points": 54,
"status": "partial",
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"code": "oversized_source_files",
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"sampled": 57,
"oversized": 1
}
}
],
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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."
}
],
"metrics_version": "1.13.0"
},
"warnings": [
"GitHub dependency-graph SBOM unavailable (404); the dependency graph may be disabled for this repository"
],
"report_type": "repository",
"generated_at": "2026-07-26T05:36:34.396485Z",
"schema_version": "0.27.0",
"badge_url": "https://raw.githubusercontent.com/inspect-software/badges/main/v1/s/swanchain/computing-provider.svg",
"full_name": "swanchain/computing-provider",
"license_state": "standard",
"license_spdx": "MIT"
}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 v0.27.0 — full methodology · metrics wiki.
How one result sits in the wider record: aggregate statistics — Go.