redpanda-data / connect

Коли додано кожну зірку й форк — зібрано з GitHub і згруповано за днями. Кумулятивне зростання розміщено просто над денними додаваннями, з яких воно складається, тож їх видно одне проти одного: рівномірне органічне накопичення виглядає зовсім інакше, ніж різкий короткочасний сплеск. Там, де цю різницю можна виміряти, її подано як автентичність росту.

Кожна точка охоплює 9 днів.

Повний розв'язаний набір залежностей із графа залежностей GitHub: 216 прямих і 417 непрямих (транзитивних) пакетів. Транзитивне замикання є повним, коли в репозиторії закомічено lockfile.

Цей репозиторій не публікує пакета, який розпізнає індекс, тож оцінено його власний граф залежностей — 630 пакетів, серед яких є й піниї розробки та тестування, що ніколи не постачаються: 26 мають відомі сповіщення, з них 5 прямі. 3 не вдалося оцінити — немає резолвленої версії, непідтримувана екосистема або поза наведеним переліком пакетів.

Сповіщення означає, що версія, записана в графі залежностей, потрапляє в уражений діапазон. Досяжність не аналізується, а граф містить піниї розробки й тестування — знахідка може стосуватися інструментів, а не поставленого коду.

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          "body": "Co-authored-by: vbotbuildovich <62446873+vbotbuildovich@users.noreply.github.com>",
          "is_bot": true,
          "headline": "Update changelog for v4.101.0 (#4608)",
          "author_name": "github-actions[bot]",
          "author_login": "github-actions[bot]",
          "committed_at": "2026-07-17T21:57:53Z",
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        },
        {
          "oid": "d736bd6883c5030cdecae8a72ed46e591ad38702",
          "body": "…ng (#4602)\n\nAdd an optional checkpoint_namespace field to the aws_dynamodb_cdc input\nso multiple independent pipelines can share a single checkpoint table\nwithout overwriting each other's checkpoints. When set, the namespace is\nprefixed to the checkpoint hash key value (StreamArn in default mode,\nT\n[…]\nault (empty)\nleaves checkpoint keys byte-identical to previous behavior, so existing\ndeployments and checkpoint tables are unaffected. Namespaces containing\n'#' are rejected at config validation time.",
          "is_bot": false,
          "headline": "aws_dynamodb_cdc: add checkpoint_namespace for checkpoint table shari…",
          "author_name": "JChaput",
          "author_login": "squiidz",
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          "headline": "oracledb_cdc: support snapshot filtering (#4606)",
          "author_name": "Joseph Woodward",
          "author_login": "josephwoodward",
          "committed_at": "2026-07-17T21:37:38Z",
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        },
        {
          "oid": "9b0281b34e2362dc4f3657e1d63ab6332351de25",
          "body": "The redpanda_migrator output documentation describes an on-demand\nschema registry sync \"triggered when a record has an unknown schema\".\nThat hot-path resync was removed in 48ad3263 — in the same 4.67.0\nrelease that introduced it — so it has never shipped. The destination\nschema cache is populated on\n[…]\nenabled.\n\n- internal/impl/redpanda/migrator/migrator.go (component description)\n- internal/impl/redpanda/migrator/README.md\n- docs/modules/components/pages/outputs/redpanda_migrator.adoc (regenerated)",
          "is_bot": false,
          "headline": "docs(redpanda_migrator): fix stale on-demand schema sync claim",
          "author_name": "Ashley Jeffs",
          "author_login": "Jeffail",
          "committed_at": "2026-07-17T14:15:00Z",
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        },
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          "oid": "e60ee5037f2b78d168a695d09dc0853b819e3a6e",
          "body": "Snowflake identified BDEC parquet files whose footer row counts did not\nmatch their contents (same class of bug as SNOW-1465503, fixed in\nsnowflake-ingest-java PR 784 via a verifyRowCounts guard). The Go path\ngained parallel row group construction in #3940 but has no equivalent\nguard, and the EP reg\n[…]\nBDEC schema is flat, so values == rows) agree with the rows that\nwere actually serialized into each row group. On mismatch the batch\nfails before encryption and upload instead of corrupting the table.",
          "is_bot": false,
          "headline": "snowflake_streaming: verify parquet row counts before upload",
          "author_name": "Jonathan Chaput",
          "author_login": "squiidz",
          "committed_at": "2026-07-17T08:15:32Z",
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        },
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          "oid": "e76f14fd05d92fd4283e6ab4108e7c4994891545",
          "body": "The jira input (#4484) added integration tests without regenerating\ncmd/tools/integration/packages.json, so 'task test:integration:verify'\nfails on every branch. Generated via 'task test:integration:generate'.",
          "is_bot": false,
          "headline": "jira: register integration test package in packages.json (#4603)",
          "author_name": "JChaput",
          "author_login": "squiidz",
          "committed_at": "2026-07-16T12:06:49Z",
          "body_truncated": false,
          "is_coding_agent": false
        },
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          "oid": "090f2aa79d7de4d13ccf89d4335b0aecc09cf799",
          "body": null,
          "is_bot": false,
          "headline": "Update changelog for v4.100.0",
          "author_name": "vbotbuildovich",
          "author_login": "vbotbuildovich",
          "committed_at": "2026-07-09T16:52:28Z",
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        },
        {
          "oid": "5800e63624608b944802fb267e63bc33dd3cd7bb",
          "body": "Picks up the Go 1.26.5 stdlib security fixes (CVE-2026-39822,\nCVE-2026-42505), which the release image vulnerability scan flags on\n1.26.4.",
          "is_bot": false,
          "headline": "Bump to Go 1.26.5",
          "author_name": "Ash Jeffs",
          "author_login": null,
          "committed_at": "2026-07-09T16:13:44Z",
          "body_truncated": false,
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        },
        {
          "oid": "f1c931429d41d77b5035485cc7df413c253d7265",
          "body": "…… (#4584)\n\n* postgres_cdc: wait for snapshot acks before promoting the replication slot (CON-489)\n\nDuring the initial snapshot the connector emitted snapshot rows (which\ncarry no LSN and are therefore never tracked for postgres acknowledgement)\nand then immediately promoted the temporary replicatio\n[…]\nctly can't drop (only a genuinely dead\n  session's slot is droppable). Kept the terminate-and-wait step, which\n  still exercises the guard's \"does not exist\" path once the old slot is\n  actually gone.",
          "is_bot": false,
          "headline": "postgres_cdc: wait for snapshot acks before promoting the replication…",
          "author_name": "JChaput",
          "author_login": "squiidz",
          "committed_at": "2026-07-09T15:26:59Z",
          "body_truncated": true,
          "is_coding_agent": false
        },
        {
          "oid": "c724d25e0ab89217481853e72357379da382e3de",
          "body": "The iceberg output committer retries a failed commit by reloading the table\nand re-adding the same data files with the duplicate-path check disabled. If\nan attempt lands server-side but the client observes a failure — a lost or\nambiguous response that surfaces as a conflict when the request is resen\n[…]\now: it does not yet\ndedupe delete files on reload, so it is not eligible for the unknown-state\nretry.\n\nAdds regression tests covering the landed-then-failed, genuine-conflict, and\nunknown-state cases.",
          "is_bot": false,
          "headline": "iceberg: make commit retries idempotent to prevent duplicate data files",
          "author_name": "Ashley Jeffs",
          "author_login": "Jeffail",
          "committed_at": "2026-07-09T12:34:20Z",
          "body_truncated": true,
          "is_coding_agent": false
        },
        {
          "oid": "277a510cb5fdad93c3456040b86b7996a0d95575",
          "body": "…og (#4484)\n\n* jira: add input component for streaming issues, comments, and changelog\n\nAdds a `jira` input that streams Jira REST API events into Connect\npipelines via JQL with cursor-based incremental polling. The cursor\n(max issue.updated timestamp) is persisted to a cache resource so\nprogress su\n[…]\nwhen the server returns an empty page that still carries a\n  continuation token, so a misbehaving server cannot drive a tight request\n  loop; fully-deduped issue-bearing pages still chain immediately.",
          "is_bot": false,
          "headline": "jira: add input component for streaming issues, comments, and changel…",
          "author_name": "JChaput",
          "author_login": "squiidz",
          "committed_at": "2026-07-08T19:02:56Z",
          "body_truncated": true,
          "is_coding_agent": false
        },
        {
          "oid": "4ca9ee92f36a2409b6ff0951efe01b682921bc5c",
          "body": "Components such as the jira input render JQL date predicates in the\naccount's timezone via time.LoadLocation, which needs an IANA tz database\nat runtime. The release images are busybox-based with no\n/usr/share/zoneinfo, so binaries built without the database fall back to\ntime.UTC and silently reintr\n[…]\nion already builds with the `timetzdata` tag except the\nCGO-enabled build, which was overlooked. Add it there so the embedded\ndatabase (used only as a fallback, ~405 KiB) travels with that binary too.",
          "is_bot": false,
          "headline": "goreleaser: embed the tz database in the cgo build (CON-376) (#4583)",
          "author_name": "JChaput",
          "author_login": "squiidz",
          "committed_at": "2026-07-08T19:02:40Z",
          "body_truncated": true,
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        },
        {
          "oid": "e49fdbf7a20ac62d58c3e525441c9419cf4f9a30",
          "body": "Throughput of the iceberg output is governed by records-per-commit; the\ndefault of small, frequent commits is a throughput trap. Document the tuning\nthe benchmarks established:\n\n- output knobs: batching (fewer, larger commits) and max_in_flight (concurrent\n  commits), with the measured sweet spot ba\n[…]\ntion ordering\n- a low-core-count GOGC tip (the sink is GC-bound on per-record allocations at\n  1-2 vCPU)\n- guidance to avoid over-committing, which grows table metadata and compounds\n  per-commit cost",
          "is_bot": false,
          "headline": "docs(iceberg): add Iceberg sink tuning recipes",
          "author_name": "Ashley Jeffs",
          "author_login": "Jeffail",
          "committed_at": "2026-07-08T14:29:41Z",
          "body_truncated": true,
          "is_coding_agent": false
        },
        {
          "oid": "a9e89367ae96c65f996563449209f077d4bd1bce",
          "body": "RecordShredder called (*iceberg.Schema).Fields() once per record on the\nshred hot path. That accessor defensively clones the entire NestedField\nslice on every call, which a 1-vCPU CPU/allocation profile identified as\nthe single largest allocator on the Iceberg write path (~6.5% of all\nbytes allocate\n[…]\np, -18% ns/op; the saving grows with schema width).\n\nScope: addresses the root-level Fields() call only. Nested struct fields\nare still cloned per record during recursion and are left for a follow-up.",
          "is_bot": false,
          "headline": "iceberg: cache shredder schema fields to cut per-record allocations",
          "author_name": "Ashley Jeffs",
          "author_login": "Jeffail",
          "committed_at": "2026-07-08T14:29:41Z",
          "body_truncated": true,
          "is_coding_agent": false
        },
        {
          "oid": "256bcfb0817c27c7bb8d217c77455e5bf16dadbc",
          "body": "Hardens the Oracle LogMiner SQL_REDO parser and LOB assembly against\nseveral panic and data-corruption paths found while investigating a\nparse failure. Each change turns a former crash or silent corruption\ninto correct-or-safe behaviour:\n\n- convertRawValue: use hex.DecodeString instead of a hand-rol\n[…]\nset rather than indexing out of range.\n- pkMatches: an empty PK set no longer matches vacuously, preventing a\n  LOB from being merged into an arbitrary row.\n\nAdds unit, fuzz, and integration coverage.",
          "is_bot": false,
          "headline": "oracledb_cdc: harden SQL_REDO value and LOB parsing",
          "author_name": "Ashley Jeffs",
          "author_login": "Jeffail",
          "committed_at": "2026-07-07T12:08:02Z",
          "body_truncated": true,
          "is_coding_agent": false
        },
        {
          "oid": "4e6ae9c9441aaa1ee38c5d258ad9d395ff6f72bc",
          "body": "Replace the blind scan with a peek-ahead that distinguishes a\ntable-alias prefix (e.g. a.\"COL1\") from a bare identifier (ROWID):\nif a '\"' appears before whitespace or '=', skip the alias; otherwise\nread the bare token as the column name.",
          "is_bot": false,
          "headline": "oracledb_cdc: Log SQL query causing failure via debug logging",
          "author_name": "Joseph Woodward",
          "author_login": "josephwoodward",
          "committed_at": "2026-07-07T08:43:44Z",
          "body_truncated": false,
          "is_coding_agent": false
        },
        {
          "oid": "74a55a3a9dcdcca21076151667a8379c36ea4321",
          "body": null,
          "is_bot": false,
          "headline": "oracledb_cdc: gracefully handle rowid based predicates",
          "author_name": "Joseph Woodward",
          "author_login": "josephwoodward",
          "committed_at": "2026-07-07T08:43:44Z",
          "body_truncated": false,
          "is_coding_agent": false
        },
        {
          "oid": "40be1a3dbf0f1b197eec372c1065eaf948de1fb8",
          "body": null,
          "is_bot": false,
          "headline": "chore: update bundle dependencies for v4.99.0",
          "author_name": "Ashley Jeffs",
          "author_login": "Jeffail",
          "committed_at": "2026-07-03T13:58:26Z",
          "body_truncated": false,
          "is_coding_agent": false
        },
        {
          "oid": "235c1b3791cd78eb5a9fe739b33572da2b651f43",
          "body": "…579)\n\nThe colinmarc/hdfs client dials the datanode using the hostname the\nnamenode advertises. The cybermaggedon/hadoop image left\ndfs.datanode.hostname unset, so the datanode registered under its\ncontainer hostname, which is unresolvable from the host under Docker\nDesktop's VM networking on macOS \n[…]\nound.\n\nOverride hdfs-site.xml to advertise the datanode as localhost and pin\nits transfer port to a fixed, 1:1 host-mapped port so the client can\nreach it on every platform, and remove the macOS skip.",
          "is_bot": false,
          "headline": "hdfs: fix integration test datanode networking on macOS (CON-377) (#4…",
          "author_name": "JChaput",
          "author_login": "squiidz",
          "committed_at": "2026-07-03T13:38:36Z",
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          "is_coding_agent": false
        },
        {
          "oid": "045723e7255f0ecb5673f6449da50af1c713c483",
          "body": "… (#4582)\n\nThe output->search->input roundtrip timed out because both the splunk_hec\noutput and the splunk input were configured with a top-level\n`skip_cert_verify: true`. That field is a deprecated no-op on the output\nand was never defined on the input (which only exposes a `tls` toggled\nfield), so\n[…]\nreadiness aborted at 60s. Set\nWithStartupTimeout on the strategy directly.\n\nWith both fixed the test passes end to end (verified on macOS/arm64 under\nemulation in ~133s), so the macOS skip is removed.",
          "is_bot": false,
          "headline": "splunk: fix integration test TLS config and startup timeout (CON-376)…",
          "author_name": "JChaput",
          "author_login": "squiidz",
          "committed_at": "2026-07-03T13:38:27Z",
          "body_truncated": true,
          "is_coding_agent": false
        },
        {
          "oid": "9b7dcceb195080ce828263aa2d5fa22521292a42",
          "body": null,
          "is_bot": false,
          "headline": "Update changelog for v4.99.0",
          "author_name": "vbotbuildovich",
          "author_login": "vbotbuildovich",
          "committed_at": "2026-07-02T15:06:12Z",
          "body_truncated": false,
          "is_coding_agent": false
        },
        {
          "oid": "ffcc418c7d17b17f104d91622be82a2e337f1624",
          "body": "franz-go logs broker connectivity failures (connection, read, and write\nerrors such as `i/o timeout`) at its info/debug levels, which the shared\nKGoLogger adapter downgrades to Connect debug/trace — so these signals\nwere only visible with debug logging enabled, delaying detection of\nserverless conne\n[…]\nnDetails.FranzOpts(), the shared builder every franz-based\nconnector (kafka_franz, redpanda, redpanda_migrator) routes through;\nkgo.WithHooks is additive, so single registration avoids double-logging.",
          "is_bot": false,
          "headline": "kafka: surface broker connectivity failures at WARN (#4573)",
          "author_name": "JChaput",
          "author_login": "squiidz",
          "committed_at": "2026-07-02T13:13:19Z",
          "body_truncated": true,
          "is_coding_agent": false
        },
        {
          "oid": "a516668dba170b7af140daebfe26054f1d508832",
          "body": "- Reject integer identifier values outside float64's exact-integer range\n  (|v| >= 2^53) rather than silently truncating or overflowing the\n  equality-delete key, which could target the wrong row.\n- Collapse the per-operation counters into a single\n  `iceberg_row_operations_total` metric labelled by\n[…]\nd, and read the current schema ID once in the\n  row-delta commit.\n\nTests updated for the new split-by-operation return value, with coverage of\nthe post-collapse counts and the integer-key range guard.",
          "is_bot": false,
          "headline": "iceberg: address review feedback on row-level operations",
          "author_name": "Ashley Jeffs",
          "author_login": "Jeffail",
          "committed_at": "2026-07-02T10:18:03Z",
          "body_truncated": true,
          "is_coding_agent": false
        },
        {
          "oid": "b1ec5feccc10c9d85ef67fb346d9f5fd9f5eebc5",
          "body": "Extend the iceberg output beyond append-only with per-message row\noperations driven by a configurable, source-agnostic `row_operation`\nmapping plus `identifier_fields` (the equality-delete key).\n\n- insert keeps the existing append fast path unchanged (the default), so\n  existing configurations are u\n[…]\npgrade/retry/cleanup\nsemantics over a local catalog) and catalog-backed integration tests\nexercising upsert/delete round-trips across key types, composite keys,\npartitioned tables, and batch collapse.",
          "is_bot": false,
          "headline": "iceberg: add row-level operations (insert/upsert/delete) to the output",
          "author_name": "Ashley Jeffs",
          "author_login": "Jeffail",
          "committed_at": "2026-07-02T10:18:03Z",
          "body_truncated": true,
          "is_coding_agent": false
        },
        {
          "oid": "342e8cd1f680dbfeac73996fa398cf3bacae9083",
          "body": null,
          "is_bot": false,
          "headline": "oracledb_cdc: handle out of order lob writes (#4574)",
          "author_name": "Joseph Woodward",
          "author_login": "josephwoodward",
          "committed_at": "2026-07-01T14:41:20Z",
          "body_truncated": false,
          "is_coding_agent": false
        },
        {
          "oid": "5a68066a0429dbad682c0c487862197aa3a40a10",
          "body": null,
          "is_bot": false,
          "headline": "oracledb_cdc: add `commit_ts_ms` to snapshot reads (#4571)",
          "author_name": "Joseph Woodward",
          "author_login": "josephwoodward",
          "committed_at": "2026-06-30T12:48:16Z",
          "body_truncated": false,
          "is_coding_agent": false
        },
        {
          "oid": "f908287915c03e4c3024c1c465f7e2efe4fe279e",
          "body": "…am_snapshot` config (#4570)",
          "is_bot": false,
          "headline": "oracledb_cdc: Add support for `snapshot_only` mode, deprecating `stre…",
          "author_name": "Joseph Woodward",
          "author_login": "josephwoodward",
          "committed_at": "2026-06-29T16:39:57Z",
          "body_truncated": false,
          "is_coding_agent": false
        },
        {
          "oid": "2789240b656dc1cde555915e8265a044e332c7b7",
          "body": null,
          "is_bot": false,
          "headline": "salesforce: Fix include createable fields in writable set (#4553)",
          "author_name": "ness-david-dedu",
          "author_login": "ness-david-dedu",
          "committed_at": "2026-06-29T16:39:36Z",
          "body_truncated": false,
          "is_coding_agent": false
        },
        {
          "oid": "d33d3abd864cbb896cf7c8e2d49da388adfeadc8",
          "body": "…… (#4529)\n\n* aws_dynamodb_cdc: support DynamoDB Global Tables for the checkpoint table\n\nAdd `global_table` / `global_table_replicas` options so the auto-created\ncheckpoint table is provisioned as a DynamoDB Global Table (v2), replicating\nshard checkpoints across regions for low-RPO multi-region fai\n[…]\nldSkipFailoverRecord helper\nused by both convert paths (previously duplicated) and cover the\nboundary second with unit tests.\n\n---------\n\nCo-authored-by: Joseph Woodward <joseph.woodward@redpanda.com>",
          "is_bot": false,
          "headline": "aws_dynamodb_cdc: support DynamoDB Global Tables for the checkpoint t…",
          "author_name": "JChaput",
          "author_login": "squiidz",
          "committed_at": "2026-06-26T15:03:33Z",
          "body_truncated": true,
          "is_coding_agent": false
        },
        {
          "oid": "17988cb2b5efe65cf6ca78d4cb5ec17c81cbc36c",
          "body": "…ELETE events (#4555)",
          "is_bot": false,
          "headline": "postgres_cdc: support \"before\" data in change events for UPDATE and D…",
          "author_name": "Joseph Woodward",
          "author_login": "josephwoodward",
          "committed_at": "2026-06-26T12:58:42Z",
          "body_truncated": false,
          "is_coding_agent": false
        },
        {
          "oid": "4ee3bd64d9f631e07c64397b1b9fc54bd0725558",
          "body": null,
          "is_bot": false,
          "headline": "ci: TigerBeetle requires CGO for conformance test (#4564)",
          "author_name": "Joseph Woodward",
          "author_login": "josephwoodward",
          "committed_at": "2026-06-26T12:51:44Z",
          "body_truncated": false,
          "is_coding_agent": false
        },
        {
          "oid": "0c7888c9fcbd2b6df276d95aae56f0238112882b",
          "body": "Co-authored-by: github-actions[bot] <github-actions[bot]@users.noreply.github.com>",
          "is_bot": true,
          "headline": "chore: update bundle dependencies for v4.98.0 (#4563)",
          "author_name": "github-actions[bot]",
          "author_login": "github-actions[bot]",
          "committed_at": "2026-06-26T10:01:18Z",
          "body_truncated": false,
          "is_coding_agent": false
        },
        {
          "oid": "9666a9172d3b9812a46768361a2843632ff0d53b",
          "body": "Co-authored-by: vbotbuildovich <62446873+vbotbuildovich@users.noreply.github.com>",
          "is_bot": true,
          "headline": "Update changelog for v4.98.0 (#4556)",
          "author_name": "github-actions[bot]",
          "author_login": "github-actions[bot]",
          "committed_at": "2026-06-26T08:34:15Z",
          "body_truncated": false,
          "is_coding_agent": false
        },
        {
          "oid": "50ec7174db22604b11a06f740b9ebaae53b4cbf1",
          "body": null,
          "is_bot": false,
          "headline": "try_catch_processor: make available in cloud (#4562)",
          "author_name": "Joseph Woodward",
          "author_login": "josephwoodward",
          "committed_at": "2026-06-26T00:01:33Z",
          "body_truncated": false,
          "is_coding_agent": false
        },
        {
          "oid": "63d02bc8aa11668ca91db6ace71d4d1ec266fdcd",
          "body": "* aws_dynamodb_cdc: recover from expired shard iterators\n\nDynamoDB Streams shard iterators are valid for only 15 minutes. When an\niterator expired (prolonged output backpressure, a long idle period, or\na stale iterator obtained just before a restart), GetRecords returned an\nExpiredIteratorException \n[…]\nh loop iteration until it succeeds or the reader is\n  cancelled, recomputing the resume position from the checkpoint each time,\n  so a transient GetShardIterator failure never loses data or spins hot.",
          "is_bot": false,
          "headline": "aws_dynamodb_cdc: recover from expired shard iterators (#4545)",
          "author_name": "JChaput",
          "author_login": "squiidz",
          "committed_at": "2026-06-25T22:27:12Z",
          "body_truncated": true,
          "is_coding_agent": false
        },
        {
          "oid": "03b3b94b476e058139a6e1e60fb8ff858f7b1286",
          "body": null,
          "is_bot": false,
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          "body": "…e test (#4500)\n\nThe 5s default for schema_resolve_timeout is the budget for the entire\nMetadata-Create-Metadata round on the auto_create_table path, not just\na single metadata fetch. Nightly CI runs have flaked\nTestIntegrationAutoCreateTable on this exact deadline since at least\n2026-06-05.\n\n- Raise the default from 5s to 15s and clarify the description.\n- Add an explicit 30s override in TestIntegrationAutoCreateTable so\n  the auto-create round survives slow CI runners.",
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          "body": "During a cooperative rebalance, franz-go invokes OnPartitionsRevoked and\nthen deletes the revoked partitions from its internal uncommitted map. An\nin-flight batch whose ack lands after the revoke handler returns would call\nMarkCommitRecords for the now-unowned partition; franz-go performs no\nownersh\n[…]\nsume\nnormally for the new generation with no shared state to reset.\n\nIncludes unit tests covering the revoke-blocks-commit and\nreassignment-uses-fresh-tracker paths for both readers, plus a race test.",
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          "body": "- Drop the oracleNumberToCommon wrapper and call replication.NumberToCommon\n  directly at its two call sites (and in its test), removing pointless\n  indirection now that it has no added behaviour.\n- Reword the CoerceToCommon doc comment to be source-neutral. The helper is\n  generic to the SQL-CDC sources and lives in sqlutil alongside its\n  CanonicaliseDecimal/CanonicaliseBigDecimal siblings; it cannot move into\n  impl/oracledb because replication (imported by oracledb) also depends on it.",
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          "body": "The snapshot (sql.Scan) and streaming (LogMiner redo) paths derived NUMBER\ncolumn types and coerced their values through separate code, which could\ndisagree. Most importantly, an integer-valued decimal arriving from the redo\nlog as a bare numeric literal was converted to an int64 and emitted as a ba\n[…]\nrcion and the streaming path, plus an\nintegration test asserting that snapshot and streaming agree on both the\nyielded schema and the value type for every column, and that decimals are\nalways strings.",
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          "body": "ecsAvroFromAnyMap registered each record/enum/fixed under both its\nfullname and an unqualified short-name shortcut, with the second\ndeclaration silently overwriting the first when two types in different\nnamespaces shared a short name. An unqualified reference that missed the\nenclosing-namespace pref\n[…]\nspective\n    types.\n  - TestEcsAvroRootShortNameWinsOverNamespacedCollision: root-scope Fee\n    + com.a.Fee, registered in both orders → bare \"Fee\" always resolves\n    to the canonical root-scope Fee.",
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              {
                "key": "code_of_conduct",
                "name": "Code of conduct",
                "detail": null,
                "points": 0,
                "status": "missed",
                "details": [],
                "max_points": 13.5
              },
              {
                "key": "issue_template",
                "name": "Issue template",
                "detail": null,
                "points": 0,
                "status": "missed",
                "details": [],
                "max_points": 7.2
              },
              {
                "key": "pr_template",
                "name": "PR template",
                "detail": null,
                "points": 0,
                "status": "missed",
                "details": [],
                "max_points": 6.3
              }
            ]
          }
        ],
        "description": "Does the project have users, downloads, attention, and a welcoming setup for contributors?"
      },
      {
        "key": "governance",
        "band": "good",
        "name": "Sustainability & Governance",
        "value": 73,
        "weight": 0.24,
        "metrics": [
          {
            "key": "maintainer_resilience",
            "band": "at_risk",
            "name": "Maintainer resilience (bus factor)",
            "note": null,
            "notes": [],
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            "inputs": {
              "bus_factor": 1,
              "contributors_sampled": 98,
              "top_contributor_share": 0.636
            },
            "components": [
              {
                "key": "bus_factor",
                "name": "Bus factor",
                "detail": "1 contributor(s) cover half of all commits",
                "points": 9,
                "status": "partial",
                "details": [
                  {
                    "code": "bus_factor",
                    "params": {
                      "count": 1
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                  }
                ],
                "max_points": 54
              },
              {
                "key": "commit_distribution",
                "name": "Commit distribution",
                "detail": "top contributor authored 64% of commits",
                "points": 8.2,
                "status": "partial",
                "details": [
                  {
                    "code": "top_contributor_share",
                    "params": {
                      "share": 64
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                  }
                ],
                "max_points": 22.5
              },
              {
                "key": "contributor_breadth",
                "name": "Contributor breadth",
                "detail": "98 contributors",
                "points": 13.5,
                "status": "met",
                "details": [
                  {
                    "code": "contributors_sampled",
                    "params": {
                      "count": 98
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                  }
                ],
                "max_points": 13.5
              },
              {
                "key": "openssf_scorecard_contributors",
                "name": "OpenSSF Scorecard: Contributors",
                "detail": "project has 33 contributing companies or organizations",
                "points": 10,
                "status": "met",
                "details": [],
                "max_points": 10
              }
            ]
          },
          {
            "key": "responsiveness",
            "band": "excellent",
            "name": "Issue & PR responsiveness",
            "note": null,
            "notes": [],
            "value": 86,
            "inputs": {
              "merged_prs": 2013,
              "open_issues": 177,
              "closed_issues": 1432,
              "issue_closed_ratio": 0.89,
              "closed_unmerged_prs": 645
            },
            "components": [
              {
                "key": "issue_resolution",
                "name": "Issue resolution",
                "detail": "89% of issues closed",
                "points": 41.6,
                "status": "partial",
                "details": [
                  {
                    "code": "issues_closed_share",
                    "params": {
                      "share": 89
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                  }
                ],
                "max_points": 46.75
              },
              {
                "key": "pr_acceptance",
                "name": "PR acceptance",
                "detail": "2013/2658 decided PRs merged",
                "points": 29,
                "status": "partial",
                "details": [
                  {
                    "code": "decided_prs_merged",
                    "params": {
                      "merged": 2013,
                      "decided": 2658
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                  }
                ],
                "max_points": 38.25
              },
              {
                "key": "openssf_scorecard_code_review",
                "name": "OpenSSF Scorecard: Code-Review",
                "detail": "all changesets reviewed",
                "points": 15,
                "status": "met",
                "details": [],
                "max_points": 15
              }
            ]
          },
          {
            "key": "stewardship",
            "band": "good",
            "name": "Ownership & stewardship",
            "note": null,
            "notes": [],
            "value": 75,
            "inputs": {
              "followers": 594,
              "owner_type": "Organization",
              "is_verified": null,
              "owner_login": "redpanda-data",
              "public_repos": 132,
              "account_age_days": 2662
            },
            "components": [
              {
                "key": "ownership_backing",
                "name": "Ownership backing",
                "detail": "organization-owned",
                "points": 30,
                "status": "met",
                "details": [
                  {
                    "code": "owner_organization",
                    "params": {}
                  }
                ],
                "max_points": 30
              },
              {
                "key": "verified_domain",
                "name": "Verified domain",
                "detail": null,
                "points": 0,
                "status": "missed",
                "details": [],
                "max_points": 20
              },
              {
                "key": "owner_reach",
                "name": "Owner reach",
                "detail": "594 followers of redpanda-data",
                "points": 19.9,
                "status": "partial",
                "details": [
                  {
                    "code": "owner_followers",
                    "params": {
                      "count": 594,
                      "login": "redpanda-data"
                    }
                  }
                ],
                "max_points": 25
              },
              {
                "key": "track_record",
                "name": "Track record",
                "detail": "132 public repos, account ~7 yr old",
                "points": 25,
                "status": "met",
                "details": [
                  {
                    "code": "public_repos",
                    "params": {
                      "count": 132
                    }
                  },
                  {
                    "code": "account_age_years",
                    "params": {
                      "years": 7
                    }
                  }
                ],
                "max_points": 25
              }
            ]
          },
          {
            "key": "package_maintenance",
            "band": "excellent",
            "name": "Package maintenance",
            "note": null,
            "notes": [],
            "value": 100,
            "inputs": {
              "packages": [
                "github.com/redpanda-data/connect/v4"
              ],
              "ecosystems": "go",
              "any_deprecated": false,
              "min_days_since_publish": 5
            },
            "components": [
              {
                "key": "published_resolvable",
                "name": "Published & resolvable",
                "detail": "1 package(s) on go",
                "points": 25,
                "status": "met",
                "details": [
                  {
                    "code": "packages_published",
                    "params": {
                      "count": 1,
                      "ecosystems": "go"
                    }
                  }
                ],
                "max_points": 25
              },
              {
                "key": "publish_recency",
                "name": "Publish recency",
                "detail": "latest publish 5 days ago",
                "points": 35,
                "status": "met",
                "details": [
                  {
                    "code": "publish_recency",
                    "params": {
                      "days": 5
                    }
                  }
                ],
                "max_points": 35
              },
              {
                "key": "version_history",
                "name": "Version history",
                "detail": "218 published versions",
                "points": 20,
                "status": "met",
                "details": [
                  {
                    "code": "published_versions",
                    "params": {
                      "count": 218
                    }
                  }
                ],
                "max_points": 20
              },
              {
                "key": "not_deprecated",
                "name": "Not deprecated",
                "detail": "active, not deprecated or yanked",
                "points": 20,
                "status": "met",
                "details": [
                  {
                    "code": "package_not_deprecated",
                    "params": {}
                  }
                ],
                "max_points": 20
              }
            ]
          }
        ],
        "description": "Will the project survive its people — bus factor, responsiveness, who backs it, and package upkeep?"
      },
      {
        "key": "engineering",
        "band": "excellent",
        "name": "Engineering Quality",
        "value": 86,
        "weight": 0.2,
        "metrics": [
          {
            "key": "engineering_practices",
            "band": "good",
            "name": "Engineering practices",
            "note": null,
            "notes": [],
            "value": 84,
            "inputs": {
              "has_ci": true,
              "has_tests": true,
              "has_editorconfig": false,
              "has_linter_config": true,
              "has_precommit_config": false
            },
            "components": [
              {
                "key": "ci_workflows",
                "name": "CI workflows",
                "detail": "10 workflow(s)",
                "points": 24,
                "status": "met",
                "details": [
                  {
                    "code": "ci_workflows",
                    "params": {
                      "count": 10
                    }
                  }
                ],
                "max_points": 24
              },
              {
                "key": "tests_present",
                "name": "Tests present",
                "detail": null,
                "points": 24,
                "status": "met",
                "details": [],
                "max_points": 24
              },
              {
                "key": "linter_config",
                "name": "Linter config",
                "detail": ".golangci.yml",
                "points": 16,
                "status": "met",
                "details": [
                  {
                    "code": "file_list",
                    "params": {
                      "files": ".golangci.yml"
                    }
                  }
                ],
                "max_points": 16
              },
              {
                "key": "pre_commit_hooks",
                "name": "Pre-commit hooks",
                "detail": null,
                "points": 0,
                "status": "missed",
                "details": [],
                "max_points": 9.6
              },
              {
                "key": "editorconfig",
                "name": ".editorconfig",
                "detail": null,
                "points": 0,
                "status": "missed",
                "details": [],
                "max_points": 6.4
              },
              {
                "key": "openssf_scorecard_ci_tests",
                "name": "OpenSSF Scorecard: CI-Tests",
                "detail": "27 out of 27 merged PRs checked by a CI test -- score normalized to 10",
                "points": 20,
                "status": "met",
                "details": [],
                "max_points": 20
              }
            ]
          },
          {
            "key": "documentation",
            "band": "excellent",
            "name": "Documentation",
            "note": null,
            "notes": [],
            "value": 90,
            "inputs": {
              "topics": [
                "message-queue",
                "stream-processing",
                "streaming-data",
                "message-bus",
                "logs",
                "stream-processor",
                "cqrs",
                "event-sourcing",
                "go",
                "golang",
                "kafka",
                "amqp",
                "rabbitmq",
                "nats",
                "etl",
                "data-engineering",
                "data-ops"
              ],
              "has_wiki": false,
              "homepage": "https://docs.redpanda.com/connect/home/",
              "has_readme": true,
              "has_docs_dir": true,
              "has_description": true
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            "components": [
              {
                "key": "readme",
                "name": "README",
                "detail": null,
                "points": 30,
                "status": "met",
                "details": [],
                "max_points": 30
              },
              {
                "key": "documentation_directory",
                "name": "Documentation directory",
                "detail": null,
                "points": 25,
                "status": "met",
                "details": [],
                "max_points": 25
              },
              {
                "key": "documentation_homepage_site",
                "name": "Documentation / homepage site",
                "detail": "https://docs.redpanda.com/connect/home/",
                "points": 15,
                "status": "met",
                "details": [],
                "max_points": 15
              },
              {
                "key": "repository_description",
                "name": "Repository description",
                "detail": null,
                "points": 10,
                "status": "met",
                "details": [],
                "max_points": 10
              },
              {
                "key": "topics",
                "name": "Topics",
                "detail": "17 topics",
                "points": 10,
                "status": "met",
                "details": [
                  {
                    "code": "topics_count",
                    "params": {
                      "count": 17
                    }
                  }
                ],
                "max_points": 10
              },
              {
                "key": "wiki",
                "name": "Wiki",
                "detail": null,
                "points": 0,
                "status": "missed",
                "details": [],
                "max_points": 10
              }
            ]
          }
        ],
        "description": "Are baseline engineering and documentation practices in place?"
      },
      {
        "key": "security",
        "band": "moderate",
        "name": "Security",
        "value": 61,
        "weight": 0.16,
        "metrics": [
          {
            "key": "security_posture",
            "band": "moderate",
            "name": "Security posture",
            "note": null,
            "notes": [],
            "value": 63,
            "inputs": {
              "source": "openssf_scorecard",
              "checks_evaluated": 18,
              "scorecard_version": "v5.5.0",
              "checks_inconclusive": 0,
              "scorecard_aggregate": 6.3
            },
            "components": [
              {
                "key": "binary_artifacts",
                "name": "Binary-Artifacts",
                "detail": "no binaries found in the repo",
                "points": 7.5,
                "status": "met",
                "details": [],
                "max_points": 7.5
              },
              {
                "key": "branch_protection",
                "name": "Branch-Protection",
                "detail": "branch protection is not maximal on development and all release branches",
                "points": 3.8,
                "status": "partial",
                "details": [],
                "max_points": 7.5
              },
              {
                "key": "ci_tests",
                "name": "CI-Tests",
                "detail": "27 out of 27 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": "all changesets reviewed",
                "points": 7.5,
                "status": "met",
                "details": [],
                "max_points": 7.5
              },
              {
                "key": "contributors",
                "name": "Contributors",
                "detail": "project has 33 contributing companies or organizations",
                "points": 2.5,
                "status": "met",
                "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 fuzzed",
                "points": 5,
                "status": "met",
                "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 0 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 detected",
                "points": 5,
                "status": "met",
                "details": [],
                "max_points": 5
              },
              {
                "key": "pinned_dependencies",
                "name": "Pinned-Dependencies",
                "detail": "dependency not pinned by hash detected -- score normalized to 0",
                "points": 0,
                "status": "missed",
                "details": [],
                "max_points": 5
              },
              {
                "key": "sast",
                "name": "SAST",
                "detail": "SAST tool is 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 detected",
                "points": 5,
                "status": "met",
                "details": [],
                "max_points": 5
              },
              {
                "key": "signed_releases",
                "name": "Signed-Releases",
                "detail": "Project has not signed or included provenance with any releases.",
                "points": 0,
                "status": "missed",
                "details": [],
                "max_points": 7.5
              },
              {
                "key": "token_permissions",
                "name": "Token-Permissions",
                "detail": "detected GitHub workflow tokens with excessive permissions",
                "points": 0,
                "status": "missed",
                "details": [],
                "max_points": 7.5
              },
              {
                "key": "vulnerabilities",
                "name": "Vulnerabilities",
                "detail": "131 existing vulnerabilities detected",
                "points": 0,
                "status": "missed",
                "details": [],
                "max_points": 7.5
              }
            ]
          },
          {
            "key": "dependency_advisories",
            "band": "moderate",
            "name": "Dependency advisories",
            "note": "Excluded from scoring (no data or not applicable): Indirect dependencies free of known advisories. Remaining weights renormalized. Matched 630 resolved dependencies against OSV; 3 could not be assessed (no resolved version, an unsupported ecosystem, or beyond the reported package list). 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": 630
                }
              },
              {
                "code": "advisories_unassessed",
                "params": {
                  "count": 3
                }
              },
              {
                "code": "advisories_repo_graph_caveat",
                "params": {}
              },
              {
                "code": "advisories_reachability",
                "params": {}
              }
            ],
            "value": 53,
            "inputs": {
              "source": "osv",
              "advisories": 194,
              "affected_packages": 26,
              "assessed_packages": 630,
              "unassessed_packages": 3,
              "affected_by_severity": "critical 3, high 6, moderate 1, unknown 16",
              "direct_affected_packages": 5
            },
            "components": [
              {
                "key": "direct_dependencies_free_of_known_advisories",
                "name": "Direct dependencies free of known advisories",
                "detail": "5 affected: google.golang.org/grpc v1.80.0 (critical 9.1), github.com/docker/docker v28.5.2+incompatible (high 8.8), golang.org/x/crypto v0.53.0 (unknown), +2 more",
                "points": 6.6,
                "status": "partial",
                "details": [
                  {
                    "code": "advisories_affected",
                    "params": {
                      "count": 5,
                      "packages": "google.golang.org/grpc v1.80.0 (critical 9.1), github.com/docker/docker v28.5.2+incompatible (high 8.8), golang.org/x/crypto v0.53.0 (unknown)"
                    }
                  },
                  {
                    "code": "advisories_affected_more",
                    "params": {
                      "count": 2
                    }
                  }
                ],
                "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": "1 advisory-carrying package(s) unaddressed past 90 days; oldest published 117 days ago",
                "points": 32.8,
                "status": "partial",
                "details": [
                  {
                    "code": "advisories_stale",
                    "params": {
                      "days": 90,
                      "count": 1,
                      "oldest": 117
                    }
                  }
                ],
                "max_points": 40
              }
            ]
          },
          {
            "key": "malicious_dependencies",
            "band": "excellent",
            "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": 630,
              "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": "excellent",
            "name": "High-Risk Jurisdiction Exposure",
            "note": "Only high-confidence self-published location evidence affects this multiplier. Ambiguous matches are review-only; country evidence is not proof of nationality, citizenship, legal registration, malicious intent, or sanctions status.",
            "notes": [
              {
                "code": "jurisdiction_evidence_limits",
                "params": {}
              }
            ],
            "value": 100,
            "inputs": {
              "meaning": "self-published location evidence; not nationality or citizenship",
              "red_flag": false,
              "exposures": [],
              "policy_countries": [
                "Russia",
                "Iran",
                "North Korea"
              ],
              "review_only_matches": 0,
              "assessed_self_published_locations": 14
            },
            "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": "excellent",
        "name": "AI Readiness",
        "value": 90,
        "weight": 0,
        "metrics": [
          {
            "key": "ai_agent_context",
            "band": "excellent",
            "name": "Agent context & guidance",
            "note": null,
            "notes": [],
            "value": 85,
            "inputs": {
              "has_llms_txt": false,
              "legible_history_share": 0.905,
              "agent_instruction_files": [
                "CLAUDE.md"
              ],
              "agent_instruction_max_bytes": 5978
            },
            "components": [
              {
                "key": "agent_instructions",
                "name": "Agent instructions",
                "detail": "CLAUDE.md",
                "points": 45,
                "status": "met",
                "details": [
                  {
                    "code": "file_list",
                    "params": {
                      "files": "CLAUDE.md"
                    }
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                ],
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