XiaoConstantine / dspy-go

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.

Each point covers 2 days.

Full resolved dependency set from the GitHub dependency graph: 14 direct and 460 indirect (transitive) packages. The transitive closure is complete when the repository commits a lockfile.

This repository publishes no package the index resolves, so its own dependency graph was assessed — 474 packages, which also include development and test pins that never ship: 8 carry known advisories, of which 1 are direct.

An advisory means the version recorded in the dependency graph falls inside an advisory’s affected range. Reachability is not analysed, and the graph includes development and test pins — a finding may concern tooling rather than shipped software.

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      "updated_at": "2026-07-29T19:41:13Z",
      "description": "DSPy Go implementation",
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          "headline": "refactor(agents): canonicalize message tool results",
          "author_name": "Xiao Cui",
          "author_login": "XiaoConstantine",
          "committed_at": "2026-07-23T14:54:40Z",
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          "headline": "docs(agents): record reusable loop architecture",
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          "headline": "fix: address concurrency and optimizer review findings",
          "author_name": "Xiao Cui",
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          "body": "…-panic paths with errors\n\nrunOptimizationLoop initialized bestScore to zero, so metrics that\nyield only negative scores never selected any candidate. It now starts\nat -Inf so the first successful trial is always accepted.\n\nTeacher and instruction-generation paths dereferenced models and\nasserted pr\n[…]\n, and nil models\nreturn descriptive errors.\n\nTestMIPRO panicked on main at the nil teacherStudent; the previously\nunreachable subtests now run, with mocks injected where the flow needs\nworking models.",
          "is_bot": false,
          "headline": "fix(optimizers/mipro): accept negative-metric candidates; replace nil…",
          "author_name": "Xiao Cui",
          "author_login": "XiaoConstantine",
          "committed_at": "2026-07-20T21:48:01Z",
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          "body": "Update, Reset, and Merge invoked watcher callbacks while holding the\nwrite lock, so any watcher calling Get (read lock) deadlocked. Watchers\nare now notified after the lock is released, with the config value that\nwas just installed. Import also notified with an unsynchronized re-read\nof m.config; it\n[…]\ng, letting the updater race them; it now deep-copies via\nthe same YAML round trip as Clone (extracted as cloneConfig).\n\nAdded a watcher-calls-Get deadlock regression test and an Update\ndeep-copy test.",
          "is_bot": false,
          "headline": "fix(config): notify watchers outside the lock; deep-copy in Update",
          "author_name": "Xiao Cui",
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          "oid": "0eb036d4b198db0f17e03eb85a769915ea5c6559",
          "body": "…tories after close\n\nClose previously closed the done channel unconditionally, so a second\ncall panicked. EndTrajectory could also enqueue onto trajectoryQueue\nafter the worker had drained and exited, silently losing work.\n\nClose is now guarded by sync.Once, and enqueues hold a read lock that\nClose \n[…]\n worker: anything queued before close\nis flushed, and EndTrajectory after close falls back to synchronous\nprocessing. Added idempotent-close, end-after-close, and concurrent\nclose/producer race tests.",
          "is_bot": false,
          "headline": "fix(agents/ace): make Manager.Close idempotent and stop losing trajec…",
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          "body": "Three related bugs in ParallelWorkflow.Execute:\n\n- The deferred non-blocking semaphore drain ran on every exit path,\n  including goroutines that never acquired a permit (pre-acquire\n  cancellation, acquire timeout), stealing permits held by running\n  steps and breaking the concurrency bound. Release\n[…]\nd: a send on closed channel panic. wg.Done is now a separate defer\n  registered first (runs last).\n\nAlso uses the goroutine parameter s instead of reaching for the loop\nvariable. go test -race passes.",
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          "headline": "fix(workflows): parallel semaphore correctness",
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          "body": "…Close\n\nMemoryCache stored the caller's []byte on Set and returned the backing\narray on Get, so callers could mutate cached data (and race with other\nreaders). Clone at both boundaries with bytes.Clone.\n\nReplacing an existing entry with a larger value adjusted accounting but\nnever evicted, letting a\n[…]\nseChan\nunconditionally and panicked on a second call; guard with sync.Once\n(SQLiteCache caches its db.Close error for repeat calls).\n\nNew ownership/replacement/idempotency tests; go test -race passes.",
          "is_bot": false,
          "headline": "fix(cache): byte-slice ownership, MaxSize on replacement, idempotent …",
          "author_name": "Xiao Cui",
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          "committed_at": "2026-07-20T21:48:01Z",
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          "body": "Three unguarded read paths that race with their locked writers and can\npanic with concurrent map read/write:\n\n- interceptors.AuthorizationInterceptor: SetPolicy wrote the policies\n  map while module/agent/tool interceptors read it unlocked. Add an\n  RWMutex and a getPolicy helper used by all three.\n\n[…]\nansformers unlocked while\n  AddFilter/AddTransformer append under eb.mu. Snapshot both slices\n  under RLock and run user callbacks with the lock released.\n\ngo test -race passes for all three packages.",
          "is_bot": false,
          "headline": "fix: guard shared state that was written under lock but read without one",
          "author_name": "Xiao Cui",
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          "oid": "bc4edc8df1f2c0dfa7ffdbbcb58bb8f4866d63af",
          "body": "reflect.TypeOf returns nil for an untyped nil stored in the map, so\ncalling Kind() panicked. Treat nil actual as a match only when the\nexpected value is also nil. Adds table cases for both nil paths.",
          "is_bot": false,
          "headline": "fix(metrics): AnyMatch no longer panics on nil actual values",
          "author_name": "Xiao Cui",
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        },
        {
          "oid": "4e92cef89a594d34d30aeeb3479e9297d469646e",
          "body": "…f nil, nil\n\nCreateEmbedding and CreateEmbeddings returned (nil, nil), falsely\nsatisfying the embedding contract: callers trusting a nil error would\ndereference the nil result and panic. Return an\nerrors.UnsupportedOperation like the other providers do for\nunsupported capabilities (ollama, llamacpp), and update the test to\nassert the error code.",
          "is_bot": false,
          "headline": "fix(llms): Anthropic embeddings return UnsupportedOperation instead o…",
          "author_name": "Xiao Cui",
          "author_login": "XiaoConstantine",
          "committed_at": "2026-07-20T21:48:01Z",
          "body_truncated": false,
          "is_coding_agent": false
        },
        {
          "oid": "03eb84b0074d7c99eb35f0d1eebb7208fb6c2fa4",
          "body": "Follow-up to the any sweep (e57210d), from codex review: the\nmap[string]any -> map[string]interface{} conversion loops in\nworkflows/advanced.go and reactive_test.go became identity copies, and\nan example comment still referenced interface{}. Remove the loops and\nreword/remove the comments. Workflow tests pass.",
          "is_bot": false,
          "headline": "refactor: drop identity map copies and stale interface{} comments",
          "author_name": "Xiao Cui",
          "author_login": "XiaoConstantine",
          "committed_at": "2026-07-20T21:48:01Z",
          "body_truncated": false,
          "is_coding_agent": false
        },
        {
          "oid": "79ecfd3cc8f9083e6aa821077ed6988ca8d1a9a9",
          "body": "… HOME\n\ndownloadDataset wrote straight to the final cache path, so an\ninterrupted download left a partial file that every later EnsureDataset\ncall treated as a valid cached dataset. Download to a temp file in the\nsame directory and rename into place, and bound the request with a\ncontext timeout inst\n[…]\nther errors.\n\nTestEnsureDataset derived the cache dir from the real user home and\nos.RemoveAll'd it, destroying the developer's actual dataset cache on\nevery run; point HOME at t.TempDir via t.Setenv.",
          "is_bot": false,
          "headline": "fix(datasets): atomic downloads, correct stat handling, isolated test…",
          "author_name": "Xiao Cui",
          "author_login": "XiaoConstantine",
          "committed_at": "2026-07-20T21:48:01Z",
          "body_truncated": true,
          "is_coding_agent": false
        },
        {
          "oid": "c2ef8f1d3187fac5c9c8f64fd08f535ac41e61ad",
          "body": "…w chunk handling\n\nLoadGSM8K called log.Fatalf on open/schema/read failures, terminating\nthe host application from library code, and always read rows through\nChunk(0) even though the row index spans the whole table - a\nmulti-chunk parquet table would return wrong data or panic. It also\nignored the S\n[…]\nhelper that\n  iterates every chunk\n- drop the fmt.Println debug noise\n\nLoadHotpotQA leaked its file descriptor (os.Open without Close) and\nprinted errors to stdout; use os.ReadFile and wrapped errors.",
          "is_bot": false,
          "headline": "fix(datasets): return errors instead of killing the process; fix Arro…",
          "author_name": "Xiao Cui",
          "author_login": "XiaoConstantine",
          "committed_at": "2026-07-20T21:48:01Z",
          "body_truncated": true,
          "is_coding_agent": false
        },
        {
          "oid": "25b0044cc99737819166212b5777bc52eaab1d74",
          "body": "NewSQLiteStore appended ?cache=shared&mode=memory to every DSN, so a\ncaller passing a filesystem path silently got an in-memory database\nand lost all data on close. Only apply the shared-cache in-memory DSN\nfor \":memory:\"; open file paths as regular databases.\n\nAlso:\n- StoreWithTTL upsert now refres\n[…]\n- Store upsert clears expires_at, so a plain overwrite is durable\n- close the DB handle when schema init fails in the constructor\n\nAdds reopen-persistence, TTL-refresh, and TTL-clear regression tests.",
          "is_bot": false,
          "headline": "fix(agents/memory): make file-backed SQLite stores actually persist",
          "author_name": "Xiao Cui",
          "author_login": "XiaoConstantine",
          "committed_at": "2026-07-20T21:48:01Z",
          "body_truncated": true,
          "is_coding_agent": false
        },
        {
          "oid": "a75b4863a1221641483f2bd19ef056dde87d3f43",
          "body": "Mechanical sweep via gofmt -r 'interface{} -> any'. No behavior change;\nany has been the idiomatic spelling since Go 1.18 and the repo targets\nGo 1.25. 281 files, both root and cmd/dspy-cli modules build clean and\nall package tests pass.",
          "is_bot": false,
          "headline": "refactor: replace interface{} with any across the repo",
          "author_name": "Xiao Cui",
          "author_login": "XiaoConstantine",
          "committed_at": "2026-07-20T21:48:01Z",
          "body_truncated": false,
          "is_coding_agent": false
        },
        {
          "oid": "225500eeb7a83dd9d8810e1274b8cc0b6ee6dd27",
          "body": "… to 10.30.3 (#331)\n\nbuild(deps): bump github.com/go-playground/validator/v10\n\nBumps [github.com/go-playground/validator/v10](https://github.com/go-playground/validator) from 10.30.2 to 10.30.3.\n- [Release notes](https://github.com/go-playground/validator/releases)\n- [Commits](https://github.com/go-\n[…]\nirect:production\n  update-type: version-update:semver-patch\n...\n\nSigned-off-by: dependabot[bot] <support@github.com>\nCo-authored-by: dependabot[bot] <49699333+dependabot[bot]@users.noreply.github.com>",
          "is_bot": true,
          "headline": "build(deps): bump github.com/go-playground/validator/v10 from 10.30.2…",
          "author_name": "dependabot[bot]",
          "author_login": "dependabot[bot]",
          "committed_at": "2026-07-20T20:29:25Z",
          "body_truncated": true,
          "is_coding_agent": false
        },
        {
          "oid": "c056ad124f0cf310f847de105b103c7747881e52",
          "body": "Bumps [actions/setup-node](https://github.com/actions/setup-node) from 6 to 7.\n- [Release notes](https://github.com/actions/setup-node/releases)\n- [Commits](https://github.com/actions/setup-node/compare/v6...v7)\n\n---\nupdated-dependencies:\n- dependency-name: actions/setup-node\n  dependency-version: '\n[…]\nirect:production\n  update-type: version-update:semver-major\n...\n\nSigned-off-by: dependabot[bot] <support@github.com>\nCo-authored-by: dependabot[bot] <49699333+dependabot[bot]@users.noreply.github.com>",
          "is_bot": true,
          "headline": "build(deps): bump actions/setup-node from 6 to 7 (#328)",
          "author_name": "dependabot[bot]",
          "author_login": "dependabot[bot]",
          "committed_at": "2026-07-20T14:55:49Z",
          "body_truncated": true,
          "is_coding_agent": false
        },
        {
          "oid": "8cb8c3ae2c675a96790f75a639bcfb3fab904729",
          "body": "Bumps [actions/setup-go](https://github.com/actions/setup-go) from 6 to 7.\n- [Release notes](https://github.com/actions/setup-go/releases)\n- [Commits](https://github.com/actions/setup-go/compare/v6...v7)\n\n---\nupdated-dependencies:\n- dependency-name: actions/setup-go\n  dependency-version: '7'\n  depen\n[…]\nirect:production\n  update-type: version-update:semver-major\n...\n\nSigned-off-by: dependabot[bot] <support@github.com>\nCo-authored-by: dependabot[bot] <49699333+dependabot[bot]@users.noreply.github.com>",
          "is_bot": true,
          "headline": "build(deps): bump actions/setup-go from 6 to 7 (#329)",
          "author_name": "dependabot[bot]",
          "author_login": "dependabot[bot]",
          "committed_at": "2026-07-20T14:55:36Z",
          "body_truncated": true,
          "is_coding_agent": false
        },
        {
          "oid": "a5cc5cf63f8564fa4a92f575461429a88f56084d",
          "body": "… (#327)\n\nBumps [github.com/mattn/go-sqlite3](https://github.com/mattn/go-sqlite3) from 1.14.44 to 1.14.48.\n- [Release notes](https://github.com/mattn/go-sqlite3/releases)\n- [Commits](https://github.com/mattn/go-sqlite3/compare/v1.14.44...v1.14.48)\n\n---\nupdated-dependencies:\n- dependency-name: githu\n[…]\nirect:production\n  update-type: version-update:semver-patch\n...\n\nSigned-off-by: dependabot[bot] <support@github.com>\nCo-authored-by: dependabot[bot] <49699333+dependabot[bot]@users.noreply.github.com>",
          "is_bot": true,
          "headline": "build(deps): bump github.com/mattn/go-sqlite3 from 1.14.44 to 1.14.48…",
          "author_name": "dependabot[bot]",
          "author_login": "dependabot[bot]",
          "committed_at": "2026-07-20T14:51:51Z",
          "body_truncated": true,
          "is_coding_agent": false
        },
        {
          "oid": "66a37f288cf1d539c9a6b1bb09a7d2f60c676c2b",
          "body": "Bumps [codecov/codecov-action](https://github.com/codecov/codecov-action) from 6.0.0 to 7.0.0.\n- [Release notes](https://github.com/codecov/codecov-action/releases)\n- [Changelog](https://github.com/codecov/codecov-action/blob/main/CHANGELOG.md)\n- [Commits](https://github.com/codecov/codecov-action/c\n[…]\nirect:production\n  update-type: version-update:semver-major\n...\n\nSigned-off-by: dependabot[bot] <support@github.com>\nCo-authored-by: dependabot[bot] <49699333+dependabot[bot]@users.noreply.github.com>",
          "is_bot": true,
          "headline": "build(deps): bump codecov/codecov-action from 6.0.0 to 7.0.0 (#308)",
          "author_name": "dependabot[bot]",
          "author_login": "dependabot[bot]",
          "committed_at": "2026-07-20T14:51:36Z",
          "body_truncated": true,
          "is_coding_agent": false
        },
        {
          "oid": "f85d586b240f2b874a517394fc8537bd35b9e36e",
          "body": "Bumps [golang.org/x/text](https://github.com/golang/text) from 0.37.0 to 0.40.0.\n- [Release notes](https://github.com/golang/text/releases)\n- [Commits](https://github.com/golang/text/compare/v0.37.0...v0.40.0)\n\n---\nupdated-dependencies:\n- dependency-name: golang.org/x/text\n  dependency-version: 0.40\n[…]\nirect:production\n  update-type: version-update:semver-minor\n...\n\nSigned-off-by: dependabot[bot] <support@github.com>\nCo-authored-by: dependabot[bot] <49699333+dependabot[bot]@users.noreply.github.com>",
          "is_bot": true,
          "headline": "build(deps): bump golang.org/x/text from 0.37.0 to 0.40.0 (#325)",
          "author_name": "dependabot[bot]",
          "author_login": "dependabot[bot]",
          "committed_at": "2026-07-20T14:51:22Z",
          "body_truncated": true,
          "is_coding_agent": false
        },
        {
          "oid": "1fb778d985e01707cb7c730fd93c65a9a04dd51f",
          "body": null,
          "is_bot": false,
          "headline": "fix(deps): update Apache Thrift",
          "author_name": "Xiao Cui",
          "author_login": "XiaoConstantine",
          "committed_at": "2026-07-19T01:47:22Z",
          "body_truncated": false,
          "is_coding_agent": false
        },
        {
          "oid": "06c9c45ec0ed0d1dadf630ab2f22723c932bfb20",
          "body": null,
          "is_bot": false,
          "headline": "fix(deps): update vulnerable dependencies",
          "author_name": "Xiao Cui",
          "author_login": "XiaoConstantine",
          "committed_at": "2026-07-19T01:43:47Z",
          "body_truncated": false,
          "is_coding_agent": false
        },
        {
          "oid": "10b4de3855c5451c560d3745c91eef66183254d6",
          "body": null,
          "is_bot": true,
          "headline": "build(deps): bump actions/checkout from 6 to 7 (#316)",
          "author_name": "dependabot[bot]",
          "author_login": "dependabot[bot]",
          "committed_at": "2026-06-21T23:15:25Z",
          "body_truncated": false,
          "is_coding_agent": false
        },
        {
          "oid": "9c25dc6a024e83abba2f80ac38c5a2fc648dc41f",
          "body": "… (#307)\n\nBumps [github.com/mattn/go-sqlite3](https://github.com/mattn/go-sqlite3) from 1.14.44 to 1.14.45.\n- [Release notes](https://github.com/mattn/go-sqlite3/releases)\n- [Commits](https://github.com/mattn/go-sqlite3/compare/v1.14.44...v1.14.45)\n\n---\nupdated-dependencies:\n- dependency-name: githu\n[…]\nirect:production\n  update-type: version-update:semver-patch\n...\n\nSigned-off-by: dependabot[bot] <support@github.com>\nCo-authored-by: dependabot[bot] <49699333+dependabot[bot]@users.noreply.github.com>",
          "is_bot": true,
          "headline": "build(deps): bump github.com/mattn/go-sqlite3 from 1.14.44 to 1.14.45…",
          "author_name": "dependabot[bot]",
          "author_login": "dependabot[bot]",
          "committed_at": "2026-06-05T19:20:16Z",
          "body_truncated": true,
          "is_coding_agent": false
        },
        {
          "oid": "34760d4829e2d0f355d7c0e5b6203d8cc8bfb6f4",
          "body": "… to 10.30.3 (#306)\n\nbuild(deps): bump github.com/go-playground/validator/v10\n\nBumps [github.com/go-playground/validator/v10](https://github.com/go-playground/validator) from 10.30.2 to 10.30.3.\n- [Release notes](https://github.com/go-playground/validator/releases)\n- [Commits](https://github.com/go-\n[…]\nirect:production\n  update-type: version-update:semver-patch\n...\n\nSigned-off-by: dependabot[bot] <support@github.com>\nCo-authored-by: dependabot[bot] <49699333+dependabot[bot]@users.noreply.github.com>",
          "is_bot": true,
          "headline": "build(deps): bump github.com/go-playground/validator/v10 from 10.30.2…",
          "author_name": "dependabot[bot]",
          "author_login": "dependabot[bot]",
          "committed_at": "2026-06-03T14:31:22Z",
          "body_truncated": true,
          "is_coding_agent": false
        },
        {
          "oid": "add37558fc9e59e5b00c6606d000383520fd3819",
          "body": "Resolves three open Dependabot alerts:\n\n* GHSA on apache/thrift TFramedTransport integer overflow:\n  bump indirect dep v0.22.0 -> v0.23.0 in go.mod and\n  cmd/dspy-cli/go.mod (alerts #37, #38).\n* GHSA-qh2h-chj9-jffq on @babel/plugin-transform-modules-systemjs\n  arbitrary code generation: pin to ^7.29\n[…]\na docs/package.json\n  overrides and update docs/package-lock.json entry (alert #39).\n\ngo mod tidy on cmd/dspy-cli also synced indirect versions with the\nroot module via the existing replace directive.",
          "is_bot": false,
          "headline": "deps: patch dependabot security alerts (#300)",
          "author_name": "Xiao",
          "author_login": "XiaoConstantine",
          "committed_at": "2026-05-13T19:20:49Z",
          "body_truncated": true,
          "is_coding_agent": false
        },
        {
          "oid": "6229d0031850c24a51b815de8260adae6a94e1f6",
          "body": null,
          "is_bot": false,
          "headline": "core: use reflect pointer kind constant",
          "author_name": "Xiao Cui",
          "author_login": "XiaoConstantine",
          "committed_at": "2026-05-13T13:39:14Z",
          "body_truncated": false,
          "is_coding_agent": false
        },
        {
          "oid": "b7095406b0c0e41d23b4052be94ca4bd58f9f138",
          "body": null,
          "is_bot": false,
          "headline": "rlm: add model-specific prompt policies",
          "author_name": "Xiao Cui",
          "author_login": "XiaoConstantine",
          "committed_at": "2026-05-13T13:34:20Z",
          "body_truncated": false,
          "is_coding_agent": false
        },
        {
          "oid": "1aae4ef5cb1e18aae9c54bcfedf311cdcfba9871",
          "body": null,
          "is_bot": false,
          "headline": "rlm: enforce total sub-rlm budget across tree",
          "author_name": "Xiao Cui",
          "author_login": "XiaoConstantine",
          "committed_at": "2026-05-13T13:34:00Z",
          "body_truncated": false,
          "is_coding_agent": false
        },
        {
          "oid": "8714cad2beb7f8bbe2f946835933a076a994e56c",
          "body": null,
          "is_bot": false,
          "headline": "rlm: enable default full-context query guard",
          "author_name": "Xiao Cui",
          "author_login": "XiaoConstantine",
          "committed_at": "2026-05-13T13:32:48Z",
          "body_truncated": false,
          "is_coding_agent": false
        },
        {
          "oid": "47f89afafdaa3fc735f854f716bec44148f9868a",
          "body": "Bumps [golang.org/x/text](https://github.com/golang/text) from 0.35.0 to 0.36.0.\n- [Release notes](https://github.com/golang/text/releases)\n- [Commits](https://github.com/golang/text/compare/v0.35.0...v0.36.0)\n\n---\nupdated-dependencies:\n- dependency-name: golang.org/x/text\n  dependency-version: 0.36\n[…]\nirect:production\n  update-type: version-update:semver-minor\n...\n\nSigned-off-by: dependabot[bot] <support@github.com>\nCo-authored-by: dependabot[bot] <49699333+dependabot[bot]@users.noreply.github.com>",
          "is_bot": true,
          "headline": "build(deps): bump golang.org/x/text from 0.35.0 to 0.36.0 (#286)",
          "author_name": "dependabot[bot]",
          "author_login": "dependabot[bot]",
          "committed_at": "2026-04-30T22:35:22Z",
          "body_truncated": true,
          "is_coding_agent": false
        },
        {
          "oid": "bccd85fd567f10e788d78a443d778e7c8977e340",
          "body": "… (#294)\n\nBumps [github.com/mattn/go-sqlite3](https://github.com/mattn/go-sqlite3) from 1.14.42 to 1.14.44.\n- [Release notes](https://github.com/mattn/go-sqlite3/releases)\n- [Commits](https://github.com/mattn/go-sqlite3/compare/v1.14.42...v1.14.44)\n\n---\nupdated-dependencies:\n- dependency-name: githu\n[…]\nirect:production\n  update-type: version-update:semver-patch\n...\n\nSigned-off-by: dependabot[bot] <support@github.com>\nCo-authored-by: dependabot[bot] <49699333+dependabot[bot]@users.noreply.github.com>",
          "is_bot": true,
          "headline": "build(deps): bump github.com/mattn/go-sqlite3 from 1.14.42 to 1.14.44…",
          "author_name": "dependabot[bot]",
          "author_login": "dependabot[bot]",
          "committed_at": "2026-04-29T20:25:51Z",
          "body_truncated": true,
          "is_coding_agent": false
        },
        {
          "oid": "ed9e648c33ef8ba9a67bb150322f953c31a2e40d",
          "body": "docs: bump postcss to >=8.5.10 to fix XSS advisory\n\nAdds an npm `overrides` entry pinning postcss to ^8.5.10 so the\ntransitive resolution moves off the vulnerable 8.5.6 (Dependabot\nalert #36, GHSA on </style> unescaped CSS stringify output).",
          "is_bot": false,
          "headline": "docs: bump postcss to >=8.5.10 (Dependabot #36) (#293)",
          "author_name": "Xiao",
          "author_login": "XiaoConstantine",
          "committed_at": "2026-04-29T14:10:00Z",
          "body_truncated": false,
          "is_coding_agent": false
        },
        {
          "oid": "c3cd51d73779c8d888fb00c538288de581eec2be",
          "body": "…to 1.38.0 (#292)\n\nbuild(deps): bump github.com/anthropics/anthropic-sdk-go\n\nBumps [github.com/anthropics/anthropic-sdk-go](https://github.com/anthropics/anthropic-sdk-go) from 1.33.0 to 1.38.0.\n- [Release notes](https://github.com/anthropics/anthropic-sdk-go/releases)\n- [Changelog](https://github.c\n[…]\nirect:production\n  update-type: version-update:semver-minor\n...\n\nSigned-off-by: dependabot[bot] <support@github.com>\nCo-authored-by: dependabot[bot] <49699333+dependabot[bot]@users.noreply.github.com>",
          "is_bot": true,
          "headline": "build(deps): bump github.com/anthropics/anthropic-sdk-go from 1.33.0 …",
          "author_name": "dependabot[bot]",
          "author_login": "dependabot[bot]",
          "committed_at": "2026-04-27T20:32:04Z",
          "body_truncated": true,
          "is_coding_agent": false
        },
        {
          "oid": "d420a9479fc7d4e99444aa16bec27a8c2d45622e",
          "body": "Bumps [softprops/action-gh-release](https://github.com/softprops/action-gh-release) from 2 to 3.\n- [Release notes](https://github.com/softprops/action-gh-release/releases)\n- [Changelog](https://github.com/softprops/action-gh-release/blob/master/CHANGELOG.md)\n- [Commits](https://github.com/softprops/\n[…]\nirect:production\n  update-type: version-update:semver-major\n...\n\nSigned-off-by: dependabot[bot] <support@github.com>\nCo-authored-by: dependabot[bot] <49699333+dependabot[bot]@users.noreply.github.com>",
          "is_bot": true,
          "headline": "build(deps): bump softprops/action-gh-release from 2 to 3 (#287)",
          "author_name": "dependabot[bot]",
          "author_login": "dependabot[bot]",
          "committed_at": "2026-04-27T20:31:42Z",
          "body_truncated": true,
          "is_coding_agent": false
        },
        {
          "oid": "f2fe9ffe923710b52a7f2f208f74903c7bf81b34",
          "body": null,
          "is_bot": false,
          "headline": "Update LLM model support",
          "author_name": "Xiao Cui",
          "author_login": "XiaoConstantine",
          "committed_at": "2026-04-25T21:16:48Z",
          "body_truncated": false,
          "is_coding_agent": false
        },
        {
          "oid": "87c77ac59e6849b8d17ceb7987d440c114c27fb9",
          "body": "Signed-off-by: Azanul <azanulhaque@gmail.com>",
          "is_bot": false,
          "headline": "Allow flat error message for OpenAI compatible providers (#291)",
          "author_name": "Azanul Haque",
          "author_login": "Azanul",
          "committed_at": "2026-04-22T23:44:37Z",
          "body_truncated": false,
          "is_coding_agent": false
        },
        {
          "oid": "982c7431b17279ff492a7418d7e551fb0a8187cc",
          "body": null,
          "is_bot": false,
          "headline": "rlm: add replay workflow docs and examples",
          "author_name": "Xiao Cui",
          "author_login": "XiaoConstantine",
          "committed_at": "2026-04-22T14:05:44Z",
          "body_truncated": false,
          "is_coding_agent": false
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            "calibration": "2026-08-02"
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        }
      ],
      "value": 84,
      "inputs": {
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      "components": []
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    "categories": [
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        "key": "vitality",
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        "metrics": [
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              {
                "key": "commit_cadence",
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                "key": "openssf_scorecard_maintained",
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        "name": "Community & Adoption",
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              {
                "key": "forks",
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            "notes": [],
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            "inputs": {
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              "readme_badges": null,
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                "key": "readme",
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              {
                "key": "license",
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                "points": 22.5,
                "status": "met",
                "details": [
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                    "code": "license_standard",
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                  {
                    "code": "license_spdx",
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                "key": "openssf_scorecard_contributors",
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          {
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            "notes": [
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                "code": "excluded_no_data",
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                "max_points": 42
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              {
                "key": "openssf_scorecard_code_review",
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            ]
          },
          {
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            "notes": [
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                "code": "excluded_no_data",
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            "value": 60,
            "inputs": {
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            "components": [
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                "max_points": 30
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                "key": "owner_reach",
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            "notes": [],
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            "inputs": {
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                "points": 0,
                "status": "excluded",
                "details": [
                  {
                    "code": "no_data",
                    "params": {}
                  }
                ],
                "max_points": 7.5
              },
              {
                "key": "ci_tests",
                "name": "CI-Tests",
                "detail": "2 out of 2 merged PRs checked by a CI test -- score normalized to 10",
                "points": 2.5,
                "status": "met",
                "details": [],
                "max_points": 2.5
              },
              {
                "key": "cii_best_practices",
                "name": "CII-Best-Practices",
                "detail": "no effort to earn an OpenSSF best practices badge detected",
                "points": 0,
                "status": "missed",
                "details": [],
                "max_points": 2.5
              },
              {
                "key": "code_review",
                "name": "Code-Review",
                "detail": "Found 0/29 approved changesets -- score normalized to 0",
                "points": 0,
                "status": "missed",
                "details": [],
                "max_points": 7.5
              },
              {
                "key": "contributors",
                "name": "Contributors",
                "detail": "project has 0 contributing companies or organizations -- score normalized to 0",
                "points": 0,
                "status": "missed",
                "details": [],
                "max_points": 2.5
              },
              {
                "key": "dangerous_workflow",
                "name": "Dangerous-Workflow",
                "detail": "no dangerous workflow patterns detected",
                "points": 10,
                "status": "met",
                "details": [],
                "max_points": 10
              },
              {
                "key": "dependency_update_tool",
                "name": "Dependency-Update-Tool",
                "detail": "update tool detected",
                "points": 7.5,
                "status": "met",
                "details": [],
                "max_points": 7.5
              },
              {
                "key": "fuzzing",
                "name": "Fuzzing",
                "detail": "project is not fuzzed",
                "points": 0,
                "status": "missed",
                "details": [],
                "max_points": 5
              },
              {
                "key": "license",
                "name": "License",
                "detail": "license file detected",
                "points": 2.5,
                "status": "met",
                "details": [],
                "max_points": 2.5
              },
              {
                "key": "maintained",
                "name": "Maintained",
                "detail": "30 commit(s) and 1 issue activity found in the last 90 days -- score normalized to 10",
                "points": 7.5,
                "status": "met",
                "details": [],
                "max_points": 7.5
              },
              {
                "key": "packaging",
                "name": "Packaging",
                "detail": "packaging workflow not detected",
                "points": 0,
                "status": "excluded",
                "details": [
                  {
                    "code": "no_data",
                    "params": {}
                  }
                ],
                "max_points": 5
              },
              {
                "key": "pinned_dependencies",
                "name": "Pinned-Dependencies",
                "detail": "dependency not pinned by hash detected -- score normalized to 1",
                "points": 0.5,
                "status": "partial",
                "details": [],
                "max_points": 5
              },
              {
                "key": "sast",
                "name": "SAST",
                "detail": "SAST tool is not run on all commits -- score normalized to 0",
                "points": 0,
                "status": "missed",
                "details": [],
                "max_points": 5
              },
              {
                "key": "security_policy",
                "name": "Security-Policy",
                "detail": "security policy file not detected",
                "points": 0,
                "status": "missed",
                "details": [],
                "max_points": 5
              },
              {
                "key": "signed_releases",
                "name": "Signed-Releases",
                "detail": "no releases found",
                "points": 0,
                "status": "excluded",
                "details": [
                  {
                    "code": "no_data",
                    "params": {}
                  }
                ],
                "max_points": 7.5
              },
              {
                "key": "token_permissions",
                "name": "Token-Permissions",
                "detail": "detected GitHub workflow tokens with excessive permissions",
                "points": 0,
                "status": "missed",
                "details": [],
                "max_points": 7.5
              },
              {
                "key": "vulnerabilities",
                "name": "Vulnerabilities",
                "detail": "8 existing vulnerabilities detected",
                "points": 1.5,
                "status": "partial",
                "details": [],
                "max_points": 7.5
              }
            ]
          },
          {
            "key": "dependency_advisories",
            "band": "excellent",
            "name": "Dependency advisories",
            "note": "Excluded from scoring (no data or not applicable): Indirect dependencies free of known advisories. Remaining weights renormalized. Matched 474 resolved dependencies against OSV. This repository publishes no package the index resolves, so the repository dependency graph was assessed instead. That graph mixes development and test pins with shipped dependencies, so only the declared runtime dependencies are scored; transitive findings are reported as context and excluded from the score. Reachability is not analyzed.",
            "notes": [
              {
                "code": "excluded_no_data",
                "params": {
                  "components": [
                    "indirect_dependencies_free_of_known_advisories"
                  ]
                }
              },
              {
                "code": "weights_renormalized",
                "params": {}
              },
              {
                "code": "advisories_scope_repository",
                "params": {
                  "assessed": 474
                }
              },
              {
                "code": "advisories_repo_graph_caveat",
                "params": {}
              },
              {
                "code": "advisories_reachability",
                "params": {}
              }
            ],
            "value": 89,
            "inputs": {
              "source": "osv",
              "advisories": 10,
              "affected_packages": 8,
              "assessed_packages": 474,
              "unassessed_packages": 0,
              "affected_by_severity": "critical 1, high 2, unknown 5",
              "direct_affected_packages": 1
            },
            "components": [
              {
                "key": "direct_dependencies_free_of_known_advisories",
                "name": "Direct dependencies free of known advisories",
                "detail": "1 affected: golang.org/x/text v0.37.0 (unknown)",
                "points": 26.6,
                "status": "partial",
                "details": [
                  {
                    "code": "advisories_affected",
                    "params": {
                      "count": 1,
                      "packages": "golang.org/x/text v0.37.0 (unknown)"
                    }
                  }
                ],
                "max_points": 35
              },
              {
                "key": "indirect_dependencies_free_of_known_advisories",
                "name": "Indirect dependencies free of known advisories",
                "detail": "transitive set not separable from development and test dependencies in this scope",
                "points": 0,
                "status": "excluded",
                "details": [
                  {
                    "code": "advisories_scope_not_separable",
                    "params": {}
                  }
                ],
                "max_points": 25
              },
              {
                "key": "no_advisories_left_outstanding",
                "name": "No advisories left outstanding",
                "detail": "no advisory has been public longer than 90 days",
                "points": 40,
                "status": "met",
                "details": [
                  {
                    "code": "advisories_none_stale",
                    "params": {
                      "days": 90
                    }
                  }
                ],
                "max_points": 40
              }
            ]
          },
          {
            "key": "malicious_dependencies",
            "band": "exceptional",
            "name": "Malicious dependencies",
            "note": null,
            "notes": [],
            "value": 100,
            "inputs": {
              "source": "osv",
              "meaning": "reported as a malicious package by the OpenSSF corpus; the remedy is removal or moving off the compromised name, never an upgrade of the same artifact. Versions the registry has since pulled are listed but not scored",
              "packages": [],
              "red_flag": false,
              "assessed_packages": 474,
              "malicious_packages": 0,
              "direct_malicious_packages": 0,
              "withdrawn_malicious_packages": 0,
              "installable_malicious_packages": 0
            },
            "components": [
              {
                "key": "no_dependency_reported_as_a_malicious_package",
                "name": "No dependency reported as a malicious package",
                "detail": "no dependency is reported as a malicious package",
                "points": 100,
                "status": "met",
                "details": [
                  {
                    "code": "no_malicious_dependencies",
                    "params": {}
                  }
                ],
                "max_points": 100
              }
            ]
          },
          {
            "key": "high_risk_jurisdiction_exposure",
            "band": "exceptional",
            "name": "High-Risk Jurisdiction Exposure",
            "note": "Only high-confidence self-published location evidence affects this multiplier. Ambiguous matches are review-only; country evidence is not proof of nationality, citizenship, legal registration, malicious intent, or sanctions status.",
            "notes": [
              {
                "code": "jurisdiction_evidence_limits",
                "params": {}
              }
            ],
            "value": 100,
            "inputs": {
              "meaning": "self-published location evidence; not nationality or citizenship",
              "red_flag": false,
              "exposures": [],
              "policy_countries": [
                "Russia",
                "Iran",
                "North Korea"
              ],
              "commit_weight_rule": {
                "min_commits": 50,
                "min_commit_share": 0.1
              },
              "review_only_matches": 0,
              "below_threshold_exposures": [],
              "assessed_self_published_locations": 6
            },
            "components": [
              {
                "key": "policy_exposure_multiplier",
                "name": "Policy exposure multiplier",
                "detail": "no confirmed policy-scope location match",
                "points": 100,
                "status": "met",
                "details": [
                  {
                    "code": "jurisdiction_no_match",
                    "params": {}
                  }
                ],
                "max_points": 100
              }
            ]
          }
        ],
        "description": "Are visible security and supply-chain practices strong, with no malicious dependency and no unresolved high-risk jurisdiction exposure?"
      },
      {
        "key": "ai_readiness",
        "band": "good",
        "name": "AI Readiness",
        "value": 77,
        "weight": 0.04,
        "metrics": [
          {
            "key": "ai_agent_context",
            "band": "excellent",
            "name": "Agent context & guidance",
            "note": null,
            "notes": [],
            "value": 85,
            "inputs": {
              "has_llms_txt": false,
              "legible_history_share": 0.852,
              "agent_instruction_files": [
                "docs/content/docs/guides/agents.md"
              ],
              "agent_instruction_max_bytes": 21880
            },
            "components": [
              {
                "key": "agent_instructions",
                "name": "Agent instructions",
                "detail": "docs/content/docs/guides/agents.md",
                "points": 45,
                "status": "met",
                "details": [
                  {
                    "code": "file_list",
                    "params": {
                      "files": "docs/content/docs/guides/agents.md"
                    }
                  }
                ],
                "max_points": 45
              },
              {
                "key": "machine_readable_docs_llms_txt",
                "name": "Machine-readable docs (llms.txt)",
                "detail": null,
                "points": 0,
                "status": "missed",
                "details": [],
                "max_points": 15
              },
              {
                "key": "legible_commit_history",
                "name": "Legible commit history",
                "detail": "69 of 81 human commits state their intent (structured subject or explanatory body)",
                "points": 40,
                "status": "met",
                "details": [
                  {
                    "code": "legible_history",
                    "params": {
                      "legible": 69,
                      "sampled": 81
                    }
                  }
                ],
                "max_points": 40
              }
            ]
          },
          {
            "key": "ai_verify_loop",
            "band": "good",
            "name": "Verify loop (build / test / typecheck)",
            "note": null,
            "notes": [],
            "value": 76,
            "inputs": {
              "has_nix": false,
              "has_tests": true,
              "lockfiles": [
                "go.sum",
                "package-lock.json"
              ],
              "has_dockerfile": true,
              "typed_language": true,
              "bootstrap_files": [],
              "has_devcontainer": true,
              "has_linter_config": true,
              "typecheck_configs": [],
              "agent_commit_share": 0,
              "toolchain_manifests": [
                "cmd/dspy-cli/go.mod",
                "go.mod"
              ],
              "dependency_bot_commit_share": 0.19
            },
            "components": [
              {
                "key": "one_command_bootstrap",
                "name": "One-command bootstrap",
                "detail": "cmd/dspy-cli/go.mod, go.mod (toolchain convention, no task runner)",
                "points": 12.6,
                "status": "partial",
                "details": [
                  {
                    "code": "toolchain_convention",
                    "params": {
                      "files": "cmd/dspy-cli/go.mod, go.mod"
                    }
                  }
                ],
                "max_points": 18
              },
              {
                "key": "automated_tests",
                "name": "Automated tests",
                "detail": null,
                "points": 22,
                "status": "met",
                "details": [],
                "max_points": 22
              },
              {
                "key": "lint_format_config",
                "name": "Lint / format config",
                "detail": ".golangci.yml",
                "points": 11,
                "status": "met",
                "details": [
                  {
                    "code": "file_list",
                    "params": {
                      "files": ".golangci.yml"
                    }
                  }
                ],
                "max_points": 11
              },
              {
                "key": "static_type_checking",
                "name": "Static type checking",
                "detail": "Go (statically typed)",
                "points": 11,
                "status": "met",
                "details": [
                  {
                    "code": "statically_typed_language",
                    "params": {
                      "language": "Go"
                    }
                  }
                ],
                "max_points": 11
              },
              {
                "key": "reproducible_environment",
                "name": "Reproducible environment",
                "detail": "devcontainer, Dockerfile, lockfile",
                "points": 10,
                "status": "met",
                "details": [
                  {
                    "code": "file_list",
                    "params": {
                      "files": "devcontainer, Dockerfile, lockfile"
                    }
                  }
                ],
                "max_points": 10
              },
              {
                "key": "demonstrated_agent_practice",
                "name": "Demonstrated agent practice",
                "detail": "no agent-authored commits among the last 100",
                "points": 0,
                "status": "missed",
                "details": [
                  {
                    "code": "no_agent_authored_commits",
                    "params": {
                      "sampled": 100
                    }
                  }
                ],
                "max_points": 10
              },
              {
                "key": "automated_maintenance",
                "name": "Automated maintenance",
                "detail": "19 of the last 100 commits are automated dependency updates",
                "points": 8,
                "status": "met",
                "details": [
                  {
                    "code": "dependency_bot_commits",
                    "params": {
                      "count": 19,
                      "sampled": 100
                    }
                  }
                ],
                "max_points": 8
              },
              {
                "key": "openssf_scorecard_pinned_dependencies",
                "name": "OpenSSF Scorecard: Pinned-Dependencies",
                "detail": "dependency not pinned by hash detected -- score normalized to 1",
                "points": 1,
                "status": "partial",
                "details": [],
                "max_points": 10
              }
            ]
          },
          {
            "key": "ai_code_legibility",
            "band": "exceptional",
            "name": "Code legibility for models",
            "note": null,
            "notes": [],
            "value": 99,
            "inputs": {
              "primary_language": "Go",
              "largest_source_bytes": 224004,
              "source_files_sampled": 487,
              "oversized_source_files": 8
            },
            "components": [
              {
                "key": "type_checkable_code",
                "name": "Type-checkable code",
                "detail": "Go (statically typed)",
                "points": 45,
                "status": "met",
                "details": [
                  {
                    "code": "statically_typed_language",
                    "params": {
                      "language": "Go"
                    }
                  }
                ],
                "max_points": 45
              },
              {
                "key": "manageable_file_sizes",
                "name": "Manageable file sizes",
                "detail": "8/487 source files over 60KB",
                "points": 54.1,
                "status": "partial",
                "details": [
                  {
                    "code": "oversized_source_files",
                    "params": {
                      "kb": 60,
                      "sampled": 487,
                      "oversized": 8
                    }
                  }
                ],
                "max_points": 55
              }
            ]
          },
          {
            "key": "ai_interfaces",
            "band": "weak",
            "name": "Machine-readable interfaces",
            "note": null,
            "notes": [],
            "value": 40,
            "inputs": {
              "example_dirs": [
                "examples",
                "samples"
              ],
              "has_mcp_signal": false,
              "api_schema_files": []
            },
            "components": [
              {
                "key": "api_schema_openapi_graphql_proto",
                "name": "API schema (OpenAPI/GraphQL/proto)",
                "detail": null,
                "points": 0,
                "status": "missed",
                "details": [],
                "max_points": 40
              },
              {
                "key": "mcp_server",
                "name": "MCP server",
                "detail": null,
                "points": 0,
                "status": "missed",
                "details": [],
                "max_points": 20
              },
              {
                "key": "runnable_examples",
                "name": "Runnable examples",
                "detail": "examples, samples",
                "points": 40,
                "status": "met",
                "details": [
                  {
                    "code": "file_list",
                    "params": {
                      "files": "examples, samples"
                    }
                  }
                ],
                "max_points": 40
              }
            ]
          }
        ],
        "description": "How well is the repo equipped to be developed and maintained with AI coding agents? Carries a deliberately small weight: agent tooling is a real maintenance signal, but its absence must never gate the top of the scale (calibration saturates at raw 91, so 100/100 remains reachable with AI Readiness at zero)."
      }
    ],
    "classification": {
      "labels": [
        "library"
      ],
      "scores": {
        "library": 6,
        "framework": 2
      },
      "primary": "library",
      "evidence": [
        {
          "tier": "distribution",
          "label": "library",
          "source": "registry:go",
          "weight": 6
        },
        {
          "tier": "tags",
          "label": "framework",
          "source": "tag:agent-framework",
          "weight": 2
        }
      ],
      "artifacts": [],
      "confidence": "medium",
      "host_extension": false,
      "runs_as_process": false,
      "consumed_by_code": true
    },
    "metrics_version": "2.3.1"
  },
  "warnings": [
    "Star history unavailable: GitHub GraphQL error: Resource not accessible by personal access token"
  ],
  "report_type": "repository",
  "generated_at": "2026-07-31T01:42:34.760040Z",
  "schema_version": "0.27.0",
  "badge_url": "https://raw.githubusercontent.com/inspect-software/badges/main/v1/x/XiaoConstantine/dspy-go.svg",
  "full_name": "XiaoConstantine/dspy-go",
  "license_state": "standard",
  "license_spdx": "MIT"
}