broberg-ai / ai-sdk

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Instalar npm:@broberg/ai-sdk@0.25.1 arrastra 1 paquetes, directos y transitivos: 0 tienen avisos conocidos, de los cuales 0 son dependencias directas.

Ningún aviso conocido afecta a las dependencias evaluadas.

Un aviso significa que la versión registrada en el grafo de dependencias cae dentro del rango afectado de un aviso. No se analiza la alcanzabilidad, y el grafo incluye fijaciones de desarrollo y prueba: un hallazgo puede referirse al utillaje y no al software distribuido.

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          "body": "…esolveModel fallback off Anthropic\n\nCo-Authored-By: Claude Opus 4.8 <noreply@anthropic.com>",
          "is_bot": false,
          "headline": "docs(F030): finish canonical ai-sdk CLAUDE.md block — env example + r…",
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          "body": "…ral EU\n\nCo-Authored-By: Claude Opus 4.8 <noreply@anthropic.com>",
          "is_bot": false,
          "headline": "chore(release): v0.21.0 — F030 phase out Anthropic API default → Mist…",
          "author_name": "Christian Broberg",
          "author_login": "cbroberg",
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          "body": "…econdary\n\nDEFAULT_TIER_MAP: fast/smart/powerful/vision off Anthropic → Mistral EU (Schrems II).\nfast/vision/cheap=mistral-small-latest, smart/powerful=mistral-large-latest. No default\ntier hits Anthropic (ANTHROPIC_API_KEY removed). New deepseekAdapter (direct, OpenAI-\ncompatible, DEEPSEEK_API_KEY)\n[…]\npt-in non-PII secondary; anthropic kept for\noverride-only. PII always stays on Mistral EU. CLAUDE.md tier table + mistral stub +\ntests updated.\n\nCo-Authored-By: Claude Opus 4.8 <noreply@anthropic.com>",
          "is_bot": false,
          "headline": "feat(F030): phase out Anthropic API default → Mistral EU + DeepSeek s…",
          "author_name": "Christian Broberg",
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          "body": "…to-Text\n\n- F028: requestyAdapter (OpenRouter-alternative AI gateway, EU endpoint)\n- F029: Azure Speech-to-Text (transcribe) on azureAdapter, EU da-DK + phraseList\n\nCo-Authored-By: Claude Opus 4.8 <noreply@anthropic.com>",
          "is_bot": false,
          "headline": "chore(release): v0.20.0 — F028 Requesty provider + F029 Azure Speech-…",
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          "body": "… primary + DeepSeek V4 Pro secondary\n\n[skip ci]",
          "is_bot": true,
          "headline": "docs(F030): plan — phase out Anthropic API default route → Mistral EU…",
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          "committed_at": "2026-06-30T13:26:03Z",
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          "body": "…EU da-DK\n\nazureAdapter.transcribe() via fast transcription (regional EU host, da-DK forced —\nVoxtral can't), per-minute cost from the response's real duration, ship-dark. Generic\nphrases? on ai.transcribe → Azure definition.phraseList (api-version 2025-10-15;\n2024-11-15 rejects it). Live-verified Danish prose; phraseList wired but unproven on\nsynthetic audio (validate on real speech). Second EU STT next to Voxtral.\n\nCo-Authored-By: Claude Opus 4.8 <noreply@anthropic.com>",
          "is_bot": false,
          "headline": "feat(F029): Azure Speech-to-Text (transcribe) + phraseList biasing — …",
          "author_name": "Christian Broberg",
          "author_login": "cbroberg",
          "committed_at": "2026-06-29T21:12:36Z",
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          "oid": "a63adba636358663b1352835d872bcc185c33b38",
          "body": "… EU da-DK\n\n[skip ci]",
          "is_bot": true,
          "headline": "docs(F029): plan — Azure Speech-to-Text (transcribe) on azureAdapter,…",
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          "body": "… endpoint)\n\nrequestyAdapter on the OpenAI-compatible core: 400+ models via one REQUESTY_API_KEY,\nground-truth usage.cost, ship-dark. eu:true → router.eu.requesty.ai (gateway-in-EU;\nend-to-end EU still needs an EU-region model slug). Opt-in upstream like openrouter;\nai-sdk facade unchanged.\n\nCo-Authored-By: Claude Opus 4.8 <noreply@anthropic.com>",
          "is_bot": false,
          "headline": "feat(F028): Requesty provider — OpenRouter-alternative AI gateway (EU…",
          "author_name": "Christian Broberg",
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          "committed_at": "2026-06-29T14:57:53Z",
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          "body": "…ay, EU endpoint)\n\n[skip ci]",
          "is_bot": true,
          "headline": "docs(F028): plan — Requesty provider (OpenRouter-alternative AI gatew…",
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          "committed_at": "2026-06-29T11:35:23Z",
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          "oid": "a28debfbc342563dec829577ac1e0bfba1478411",
          "body": "…text\n\nThrowaway preview clips (cardmem F160 read-aloud use-case text) so Christian can\near-A/B the Azure neural Danish voices in cardmem's Chat→Artifacts. Generated live\nvia the F026 azureAdapter (swedencentral). Removable after the voice pick.\n\nCo-Authored-By: Claude Opus 4.8 <noreply@anthropic.com>",
          "is_bot": false,
          "headline": "chore(F026): Christel + Jeppe A/B samples of cardmem's daily-summary …",
          "author_name": "Christian Broberg",
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          "committed_at": "2026-06-25T23:54:19Z",
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          "body": "Co-Authored-By: Claude Opus 4.8 <noreply@anthropic.com>",
          "is_bot": false,
          "headline": "chore(release): v0.19.0 — AI Pricing API (F027)",
          "author_name": "Christian Broberg",
          "author_login": "cbroberg",
          "committed_at": "2026-06-23T10:24:50Z",
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          "oid": "07d71d9439da86e0293dae00172293be635ab6f2",
          "body": "getModelPrice/listModelPrices/findModelPrices/priceCall/pricingGeneratedAt over all\n~346 inventory models, browser/edge-clean (no fs/bun:sqlite). gen-pricing.mjs trims\ninventory.json into a bundled pricing-data module; curated PRICING overlaid as\nauthoritative. Lets Trail (edge) read exact prices without reaching the ai-sdk session.\n\nCo-Authored-By: Claude Opus 4.8 <noreply@anthropic.com>",
          "is_bot": false,
          "headline": "feat(F027): AI Pricing API — @broberg/ai-sdk/pricing subpath",
          "author_name": "Christian Broberg",
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          "headline": "docs(F027): plan — AI Pricing API (model prices queryable from the np…",
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          "oid": "99ef32408276fd31ee913ab89e47675d74182bfb",
          "body": "…ral TTS\n\nCo-Authored-By: Claude Opus 4.8 <noreply@anthropic.com>",
          "is_bot": false,
          "headline": "chore(release): v0.18.0 — F025 cost read-back client + F026 Azure Neu…",
          "author_name": "Christian Broberg",
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          "committed_at": "2026-06-23T10:13:49Z",
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          "oid": "6ca38c44a7d1a235490b981895c0fa91c8e6bb16",
          "body": "azureAdapter (Azure Speech, region-pinned EU, SSML, ship-dark) reachable via\noverride:{provider:'azure'}. Curated da-DK roster (3F+3M: Christel/Jeppe native +\nseraphina/ava/florian/andrew multilingual) exposed via listAzureDanishVoices().\nSpeaking-rate control (ai.tts rate) + per-voice defaultRate (Christel 0.85).\nCost-tracked per-char. ElevenLabs stays the ai.tts default. 285/285 green.\n\nCo-Authored-By: Claude Opus 4.8 <noreply@anthropic.com>",
          "is_bot": false,
          "headline": "feat(F026): Azure Neural TTS provider (EU da-DK) behind ai.tts",
          "author_name": "Christian Broberg",
          "author_login": "cbroberg",
          "committed_at": "2026-06-23T10:11:36Z",
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        {
          "oid": "4841e7b381838edb0b793c4ba73dd2fa93e1ebb2",
          "body": "…rate control\n\nCo-Authored-By: Claude Opus 4.8 <noreply@anthropic.com>",
          "is_bot": false,
          "headline": "chore(F026): Christel speed samples (rate 0.9 + 0.85) — SSML prosody …",
          "author_name": "Christian Broberg",
          "author_login": "cbroberg",
          "committed_at": "2026-06-23T10:04:45Z",
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          "oid": "56baecc9be6db9a554c6ca831b3e72ed6bcbcd97",
          "body": "3 female (christel native, seraphina/ava multilingual) + 3 male (jeppe native,\nflorian/andrew multilingual). Same Danish sentence for a fair A/B. Kept in-repo as testimonials.\n\nCo-Authored-By: Claude Opus 4.8 <noreply@anthropic.com>",
          "is_bot": false,
          "headline": "chore(F026): 6 Azure da-DK voice samples (3F + 3M) for selection",
          "author_name": "Christian Broberg",
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          "committed_at": "2026-06-23T09:58:16Z",
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          "oid": "ad4c53675c815615cd307c05fa54daace7c99df4",
          "body": "… listen\n\nThrowaway preview clips so Christian can ear-A/B the Azure neural Danish voices.\nGenerated live via the F026 azureAdapter (swedencentral). Can be removed after the voice pick.\n\nCo-Authored-By: Claude Opus 4.8 <noreply@anthropic.com>",
          "is_bot": false,
          "headline": "chore(F026): Azure da-DK TTS voice samples (Christel + Jeppe) for A/B…",
          "author_name": "Christian Broberg",
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          "committed_at": "2026-06-23T09:52:24Z",
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          "body": "[skip ci]",
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          "headline": "docs(F026): plan — Azure Neural TTS provider (EU Danish) behind ai.tts",
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          "committed_at": "2026-06-19T10:24:26Z",
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          "oid": "c5932195717372c937473e8c8cc4baf7d47abd20",
          "body": "… docs\n\nupmetricsCostClient reads your own rolled-up cost (summary/timeseries,\nmicro-USD, per-tenant groupBy) from Upmetrics' COST-API — the read companion\nto upmetricsSink. Positions upmetrics as the canonical cost method (#1);\ndiscord/sqlite are extras. Browser-clean (pure fetch, no bun:sqlite).\n\nCo-Authored-By: Claude Opus 4.8 <noreply@anthropic.com>",
          "is_bot": false,
          "headline": "feat(F025): Upmetrics cost read-back client + canonical cost-delivery…",
          "author_name": "Aidan Nielsen",
          "author_login": null,
          "committed_at": "2026-06-19T10:14:10Z",
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        {
          "oid": "fd83497eac171f1da95958a841da5afc1bef3790",
          "body": "…ack client\n\n[skip ci]",
          "is_bot": true,
          "headline": "docs(F025): plan — Upmetrics as canonical cost-delivery + cost read-b…",
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          "author_login": null,
          "committed_at": "2026-06-18T16:59:27Z",
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          "oid": "09a274198c6d94e7a6c0e1c28e43714543a61c7d",
          "body": "…hed to scene (v0.17.1)\n\nChristian's preference: generated dialogue is the weak link (esp. non-English) and\nhe won't use it; environment-matched ambient sound IS wanted. So every ai.animate\nprompt now gets a default directive appended — \"No spoken dialogue, no talking, no\nvoiceover. Include natural \n[…]\nso it applies to both the Veo and fal routes. Just describe\nthe scene; the SDK adds the audio guidance. 270 tests green; .env-parked CI parity.\n\nCo-Authored-By: Claude Opus 4.8 <noreply@anthropic.com>",
          "is_bot": false,
          "headline": "feat(F024): ai.animate audio default — no speech, ambient sounds matc…",
          "author_name": "Christian Broberg",
          "author_login": "cbroberg",
          "committed_at": "2026-06-16T18:16:18Z",
          "body_truncated": true,
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        },
        {
          "oid": "ffb9ad0d74fb291ca9dca229a1c9fc8cbb80b0a1",
          "body": "…-verified)\n\nCo-Authored-By: Claude Opus 4.8 <noreply@anthropic.com>",
          "is_bot": false,
          "headline": "docs(F024): record Veo-direct-via-Gemini pivot (shipped v0.17.0, live…",
          "author_name": "Christian Broberg",
          "author_login": "cbroberg",
          "committed_at": "2026-06-16T18:04:15Z",
          "body_truncated": false,
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        },
        {
          "oid": "4fd1bd21fdd3dbeebbb1a02b107c9db9998dac70",
          "body": "….17.0)\n\nLive-verified end-to-end: a still portrait → an 8s 1080p clip through createAI().\n\n- ai.animate({ image, prompt?, durationSec?, resolution? }) → { url, bytes?, mimeType?, usage }.\n  New ProviderAdapter.animate? + Capability:\"animate\" + AnimateRequest/Result + schema.\n- DEFAULT route = Veo 3\n[…]\nata); durationSeconds is a number (not string).\n- Consent-gated, US-hosted (EU route deferred, F024.4). 270 tests green; .env-parked CI parity.\n\nCo-Authored-By: Claude Opus 4.8 <noreply@anthropic.com>",
          "is_bot": false,
          "headline": "feat(F024): ai.animate image-to-video — Veo 3.1 direct via Gemini (v0…",
          "author_name": "Christian Broberg",
          "author_login": "cbroberg",
          "committed_at": "2026-06-16T18:02:47Z",
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        {
          "oid": "d0ab90c55e60a6e1d1314cffcd40cc8cd8b483df",
          "body": "…ck, consent-gated\n\nInvestigation result: BFL does NOT do video (probed api.eu.bfl.ai /v1/{video,\nflux-video,i2v,...} → 404; /v1/video 403, image-only confirmed). Landscape:\nVeo/Grok/Runway/Luma = US, Kling/Seedance/Hailuo = CN, fal.ai aggregator = US.\n\nPolicy (Christian): EU-preferred when a route \n[…]\n chain. New ai.animate capability\n(ai.video is taken by F019 understanding). Interim plan with open Qs (first fal\nmodel, naming) for Christian.\n\nCo-Authored-By: Claude Opus 4.8 <noreply@anthropic.com>",
          "is_bot": false,
          "headline": "docs(F024): plan — image-to-video (ai.animate), EU-first/US-CN-fallba…",
          "author_name": "Christian Broberg",
          "author_login": "cbroberg",
          "committed_at": "2026-06-16T17:16:52Z",
          "body_truncated": true,
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        },
        {
          "oid": "eac279a47a946e8d4151adc2990779d3631c3623",
          "body": "bflCredits({ apiKey?, baseUrl?, fetch? }) → { credits, usd } — standalone export\n(not on the AiClient facade; BFL-specific). Reads GET /v1/credits (EU-pinned),\n1 credit = $0.01. For budget-gating before a generate call.\n\nBFL has NO pre-flight pricing endpoint (probed /v1/pricing|cost|estimate|\ncalcu\n[…]\n014, per-MP) + the real per-call cost are the honest answer.\n\n- bfl.test.ts: bflCredits EU-pin + USD conversion + missing-key throw. 267 green.\n\nCo-Authored-By: Claude Opus 4.8 <noreply@anthropic.com>",
          "is_bot": false,
          "headline": "feat(F023.6): bflCredits() balance check + honest pricing docs (v0.16.0)",
          "author_name": "Christian Broberg",
          "author_login": "cbroberg",
          "committed_at": "2026-06-16T17:00:14Z",
          "body_truncated": true,
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        },
        {
          "oid": "9787a4df5a2b9b331d4f1f78c71f00a6f4df7c37",
          "body": "…e({referenceImages}) via BFL FLUX 2 (v0.15.0)\n\nBFL flux-2-max/pro support multi-reference generation: 1–8 reference photos\nstraight into the generate call, no finetune/training step. Live-verified\nend-to-end on api.eu.bfl.ai (and on a real face through createAI()): EU-resident\nwhole chain (submit a\n[…]\n (table/section/changelog) updated; supersedes the manual\n  dashboard step for the common case (finetune stays for high-volume single subject).\n\nCo-Authored-By: Claude Opus 4.8 <noreply@anthropic.com>",
          "is_bot": false,
          "headline": "feat(F023.5): EU-resident person portraits with NO training — ai.imag…",
          "author_name": "Christian Broberg",
          "author_login": "cbroberg",
          "committed_at": "2026-06-16T16:27:19Z",
          "body_truncated": true,
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        },
        {
          "oid": "aac823cacc59af8058b4d5d6757f3cdbe50e0d1b",
          "body": "…({finetune}) (v0.14.0)\n\nDelt flow: BFL retired finetune-CREATE from its public API (live-verified —\nPOST /v1/finetune 404s on every region while inference paths 422; legacy\neu1/us1 hosts TCP-dead), so a subject is trained once manually in dashboard.bfl.ai\n(mode=character, EU region); the SDK automa\n[…]\nty run clean.\n- F023 plan-doc reshaped BLOCKED → SHIPPED(delt flow) + manual-training SOP; API.md\n  rows + v0.14.0 changelog + governance note.\n\nCo-Authored-By: Claude Opus 4.8 <noreply@anthropic.com>",
          "is_bot": false,
          "headline": "feat(F023): EU-resident person/portrait generation via BFL — ai.image…",
          "author_name": "Christian Broberg",
          "author_login": "cbroberg",
          "committed_at": "2026-06-16T15:51:41Z",
          "body_truncated": true,
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        },
        {
          "oid": "4b5c4de1ae85e097c454648c30d5f5ae55cc028e",
          "body": "… (all regions)\n\nLive-probed api.{eu,us,}.bfl.ai before building: the EU endpoint runs + manages\nfinetunes (inference flux-pro-*-finetuned, my_finetunes, finetune_details,\ndelete_finetune all present) but NO create/train endpoint exists on any region's\npublic OpenAPI (/v1/finetune 404s everywhere; e\n[…]\nfinetune can't be built; create is dashboard-only.\nF023 blocked pending Christian's re-decision (split dashboard+API / self-host EU / fal-DPA).\n\nCo-Authored-By: Claude Opus 4.8 <noreply@anthropic.com>",
          "is_bot": false,
          "headline": "docs(F023): BLOCKER finding — BFL API has no finetune-create endpoint…",
          "author_name": "Christian Broberg",
          "author_login": "cbroberg",
          "committed_at": "2026-06-16T15:19:28Z",
          "body_truncated": true,
          "is_coding_agent": true
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        {
          "oid": "c591a82fb68f52993aaf9ac2c6bad22112419f4f",
          "body": "…PR-safe)\n\n[skip ci]",
          "is_bot": true,
          "headline": "docs(F023): plan — Person/Portrait LoRA via Black Forest Labs (EU, GD…",
          "author_name": "projects[bot]",
          "author_login": null,
          "committed_at": "2026-06-16T15:06:59Z",
          "body_truncated": false,
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        {
          "oid": "c0e78b5e565747e8dd44955a5bee065cc03539b8",
          "body": "Co-Authored-By: Claude Opus 4.8 <noreply@anthropic.com>",
          "is_bot": false,
          "headline": "chore(F149): sync canonical CLAUDE.md sections (scaffold v2 reuse-first)",
          "author_name": "Christian Broberg",
          "author_login": "cbroberg",
          "committed_at": "2026-06-15T21:00:28Z",
          "body_truncated": false,
          "is_coding_agent": true
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          "oid": "1ded1e76e3955642c675aae8683c3cd90127e0ae",
          "body": "…image (v0.13.1)\n\nVerified against Google's official ai.google.dev/gemini-api/docs/pricing (standard\npaid tier, 1K/1024px output):\n- ADD gemini-3.1-flash-image = $0.067/image (Google's recommended migration target\n  for the deprecated Imagen 4 endpoints; resolution-tiered $0.045/0.067/0.101/0.151\n  \n[…]\nNo 404 risk.\n\nTest switched to gemini-2.5-flash-image (the real $0.039 model) for the per-image\ncost assertion. 255 tests green; dist verified.\n\nCo-Authored-By: Claude Opus 4.8 <noreply@anthropic.com>",
          "is_bot": false,
          "headline": "fix(gemini): correct gemini-3-pro image price + add gemini-3.1-flash-…",
          "author_name": "Christian Broberg",
          "author_login": "cbroberg",
          "committed_at": "2026-06-15T19:48:07Z",
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        },
        {
          "oid": "d66145f469070960f144cdc9879665b447cbf4bf",
          "body": "Co-Authored-By: Claude Opus 4.8 <noreply@anthropic.com>",
          "is_bot": false,
          "headline": "chore(F149): sync canonical CLAUDE.md sections (scaffold v2 reuse-first)",
          "author_name": "Christian Broberg",
          "author_login": "cbroberg",
          "committed_at": "2026-06-15T05:55:21Z",
          "body_truncated": false,
          "is_coding_agent": true
        },
        {
          "oid": "7a900a88797f95ea46530a2819fe3fdd22ede8b1",
          "body": "…st (v0.13.0)\n\nChristian policy shift (relayed via cardmem #5174):\n- `claude -p` is retired fleet-wide (agent-CLI transport moved to Layer 1 /tmux\n  via buddycloud). The `cheap` tier no longer routes through it.\n- `cheap` now defaults to mistral-small-latest over HTTP — cheapest-that's-good-\n  enoug\n[…]\nmem F149.4\nbackfills into all 15 repos) + README + API.md changelog + tier-map test.\n255 tests green; dist verified cheap→mistral-small-latest.\n\nCo-Authored-By: Claude Opus 4.8 <noreply@anthropic.com>",
          "is_bot": false,
          "headline": "feat(routing): retire claude -p as cheap default → mistral-small-late…",
          "author_name": "Christian Broberg",
          "author_login": "cbroberg",
          "committed_at": "2026-06-14T23:42:37Z",
          "body_truncated": true,
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        },
        {
          "oid": "1c88fa97f7840089d5c1a33c9b61352f73ae2c17",
          "body": "…gle source for cardmem F149.3 scaffold)\n\ncardmem scaffolds a fixed '## @broberg/ai-sdk — the AI/LLM gateway (MUST)'\nsection into every new broberg.ai repo (F149). Per Christian's one-source rule,\nthe canonical text lives HERE; cardmem's scaffolder (F149.3) pulls this file\nverbatim instead of a pasted copy, so model IDs / tiers update in one place.\n\nCo-Authored-By: Claude Opus 4.8 <noreply@anthropic.com>",
          "is_bot": false,
          "headline": "docs: canonical @broberg/ai-sdk AI/LLM-gateway CLAUDE.md section (sin…",
          "author_name": "Christian Broberg",
          "author_login": "cbroberg",
          "committed_at": "2026-06-14T22:05:53Z",
          "body_truncated": false,
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        },
        {
          "oid": "653635cbbf09b76187de39d28f8d1dcb0bb6034a",
          "body": "…stry (v0.12.0)\n\ncardmem build-verified that `import { listModels } from \"@broberg/ai-sdk\"`\nhard-fails in a Vite/Rollup browser build: the root barrel transitively pulls\nbun:sqlite (budget-store, sqlite-sink) + node:zlib (fal). That forced UI pickers\nthrough a per-repo server bridge — a fetch, defea\n[…]\nd. Subpath returns the Fable-suspended row byte-identical to the root\n(one source, no drift). 255 tests green; tsc clean. Root entry unchanged.\n\nCo-Authored-By: Claude Opus 4.8 <noreply@anthropic.com>",
          "is_bot": false,
          "headline": "feat(availability): F022.5 browser-clean subpath @broberg/ai-sdk/regi…",
          "author_name": "Christian Broberg",
          "author_login": "cbroberg",
          "committed_at": "2026-06-13T10:40:52Z",
          "body_truncated": true,
          "is_coding_agent": true
        },
        {
          "oid": "5d589ba91d64a83f494efade0529558f909ed4e3",
          "body": "…try + refresh + listModels (v0.11.0)\n\nA runtime safety-net so a suspended/removed model never reaches a user as a raw\nprovider error (triggered by Anthropic's 2026-06-12 global Fable 5 / Mythos 5\nsuspension; requested via cardmem #4841, spawn-time contract refined #4842).\n\n- resolveModel(requested,\n[…]\n suspended\n  primary before dispatch; default off → existing call sites byte-identical.\n\n255 tests green; built dist smoke-verified end-to-end.\n\nCo-Authored-By: Claude Opus 4.8 <noreply@anthropic.com>",
          "is_bot": false,
          "headline": "feat(availability): F022 Model Availability Harness — resolve + regis…",
          "author_name": "Christian Broberg",
          "author_login": "cbroberg",
          "committed_at": "2026-06-13T10:20:48Z",
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          "is_coding_agent": true
        },
        {
          "oid": "b6d3a94a9529e61b9ff0ebbee0849dacd3ad87d7",
          "body": "…lve) per cardmem #4842\n\n[skip ci]",
          "is_bot": true,
          "headline": "docs(F022): bake in spawn-time hot-path contract (sync, zero-I/O reso…",
          "author_name": "projects[bot]",
          "author_login": null,
          "committed_at": "2026-06-13T10:13:47Z",
          "body_truncated": false,
          "is_coding_agent": false
        },
        {
          "oid": "d5f7319d3fc9fca9dd80c9511ee89e09c182ee1b",
          "body": "…efresh + listModels)\n\n[skip ci]",
          "is_bot": true,
          "headline": "docs(F022): plan — Model Availability Harness (resolve + registry + r…",
          "author_name": "projects[bot]",
          "author_login": null,
          "committed_at": "2026-06-13T10:12:23Z",
          "body_truncated": false,
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        },
        {
          "oid": "48aee3c464dd1ebca05fd3c49fc7e4fb5ead8a38",
          "body": "…o ai.vision/video (v0.10.5)\n\nTwo real gaps caught by cms (#4423) building a Lens vision-critic:\n\n1) chat() did `text = msg.content ?? ''` — but reasoning/multimodal models\n   (magistral etc.) can return `content` as an ARRAY of blocks, which fell\n   through and crashed the consumer with 'text.repla\n[…]\nstem message before the image/video message.\n\n227 suite green (array-content coercion + null-content + vision system-prepend);\ntypecheck clean.\n\nCo-Authored-By: Claude Opus 4.8 <noreply@anthropic.com>",
          "is_bot": false,
          "headline": "fix(vision/chat): coerce reasoning-model array content + add system t…",
          "author_name": "Christian Broberg",
          "author_login": "cbroberg",
          "committed_at": "2026-06-11T07:18:10Z",
          "body_truncated": true,
          "is_coding_agent": true
        },
        {
          "oid": "9072b0c51f0fd313751a6542c60d53d649e7b75d",
          "body": "…tions)",
          "is_bot": false,
          "headline": "chore(cardmem): commit scaffolded onboarding config (.claude + conven…",
          "author_name": "Christian Broberg",
          "author_login": "cbroberg",
          "committed_at": "2026-06-10T15:29:40Z",
          "body_truncated": false,
          "is_coding_agent": false
        },
        {
          "oid": "bca50f1e8b9ffc90f17c9b2197545db17f3ac5a3",
          "body": "Self-description in the canonical locked form (YAML header + 8 prose sections,\nmatching webhousecode/buddy/RESEARCHTARGET.md) so the Research Adapter worker can\nroute + pre-filter articles by interest before waking this session, and the\nreceiving cc can judge fit fast. Interests: LLM models/pricing, provider APIs,\ncost optimization, multimodal, GDPR/EU hosting, model routing.\n\nCo-Authored-By: Claude Opus 4.8 <noreply@anthropic.com>",
          "is_bot": false,
          "headline": "docs: add RESEARCHTARGET.md (F125 Research Adapter fleet convention)",
          "author_name": "Christian Broberg",
          "author_login": "cbroberg",
          "committed_at": "2026-06-09T16:17:47Z",
          "body_truncated": false,
          "is_coding_agent": true
        },
        {
          "oid": "ccc8e029b954303fe0c7a45eb22c24edee117ca6",
          "body": "…v0.10.4)\n\ntoMessages early-returned input.messages and never reached the system-prepend\nbranch, so ai.chat({ system, messages }) silently DROPPED the system prompt — a\n'return ONLY JSON' instruction never reached the model. Affected every consumer\npassing both system + messages (caught by cms #4234\n[…]\ns).\n\n3 facade tests (system+messages preserved, no dup when caller leads with system,\nprompt-path unchanged); 224 suite green, typecheck clean.\n\nCo-Authored-By: Claude Opus 4.8 <noreply@anthropic.com>",
          "is_bot": false,
          "headline": "fix(chat): keep top-level `system` when `messages` is also supplied (…",
          "author_name": "Christian Broberg",
          "author_login": "cbroberg",
          "committed_at": "2026-06-08T23:46:58Z",
          "body_truncated": true,
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        },
        {
          "oid": "38a0e2a798a5939112cf7f681e3cdbb6d922b923",
          "body": "…tions)",
          "is_bot": false,
          "headline": "chore(cardmem): commit scaffolded onboarding config (.claude + conven…",
          "author_name": "Christian Broberg",
          "author_login": "cbroberg",
          "committed_at": "2026-06-08T21:46:00Z",
          "body_truncated": false,
          "is_coding_agent": false
        },
        {
          "oid": "e48dcc334ce14fc130db1ee7e361b75f092a0aa5",
          "body": "Applied canonical cardmem hooks/skills/settings via the daemon (F075.3).",
          "is_bot": false,
          "headline": "chore(cardmem): update .claude templates to 325da84d",
          "author_name": "Christian Broberg",
          "author_login": "cbroberg",
          "committed_at": "2026-06-08T11:47:44Z",
          "body_truncated": false,
          "is_coding_agent": false
        },
        {
          "oid": "07ff78768cb98e2824b011df48720c7e5e3f7103",
          "body": "…tions)",
          "is_bot": false,
          "headline": "chore(cardmem): commit scaffolded onboarding config (.claude + conven…",
          "author_name": "Christian Broberg",
          "author_login": "cbroberg",
          "committed_at": "2026-06-07T23:51:08Z",
          "body_truncated": false,
          "is_coding_agent": false
        },
        {
          "oid": "c81c7d443935a88ddf35d7bc9b305808264244e1",
          "body": "…1.4, v0.10.3)\n\nfal's NSFW safety-checker occasionally false-positives on clean LoRA output and\nreturns a fully black image (has_nsfw_concepts[0]=true). sa's F021 pilot saw ~1/8.\nai.image({ retryOnBlack:true }) now detects the flag in the fal adapter and\nre-rolls ONCE with a fresh seed; both generat\n[…]\nmage behaviour unchanged.\n\n219→221 suite green (retry re-rolls + bills ×2; no-flag path untouched), typecheck\nclean. Plan-doc updated (F021.4).\n\nCo-Authored-By: Claude Opus 4.8 <noreply@anthropic.com>",
          "is_bot": false,
          "headline": "feat(fal): ai.image retryOnBlack — re-roll fal NSFW black images (F02…",
          "author_name": "Christian Broberg",
          "author_login": "cbroberg",
          "committed_at": "2026-06-07T18:55:17Z",
          "body_truncated": true,
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        },
        {
          "oid": "d70e99c6453c6e8eb88cdb53600cba7a18f9af80",
          "body": "…IFIED (F021, v0.10.2)\n\nRoot cause (found via a real run on Christian's test key): fal REJECTS a data:\nURI for images_data_url ('Invalid URL: URL too long'). The job reported COMPLETED\nbut the result was that 422 download error — which 0.10.0 mis-reported as 'no\ndiffusers_lora_file.url'. fal's real \n[…]\n$0.025\n219 suite green (storage initiate+PUT mocked; zip round-trip) + typecheck clean.\nscripts/verify-trainstyle.ts added for re-verification.\n\nCo-Authored-By: Claude Opus 4.8 <noreply@anthropic.com>",
          "is_bot": false,
          "headline": "fix(fal): upload training zip to fal storage — ai.trainStyle LIVE-VER…",
          "author_name": "Christian Broberg",
          "author_login": "cbroberg",
          "committed_at": "2026-06-07T18:33:57Z",
          "body_truncated": true,
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        },
        {
          "oid": "f2eee01e2a23d028084d623f76893aacec9ff824",
          "body": "….10.1)\n\nsa's live pilot hit 'no diffusers_lora_file.url in result' — fal's real training\nresponse shape didn't match the offline mock. fal's official OpenAPI confirms the\nfield IS diffusers_lora_file, so the real cause is a wrapper / non-OK result body,\nnot a rename. Fixes:\n\n- extractTrainedFiles()\n[…]\ned: 219 suite green (incl. extractTrainedFiles shape-variance + a\nraw-shape-error test); typecheck clean. Still no FAL key here → sa re-pilots.\n\nCo-Authored-By: Claude Opus 4.8 <noreply@anthropic.com>",
          "is_bot": false,
          "headline": "fix(fal): robust ai.trainStyle output parsing + diagnostics (F021, v0…",
          "author_name": "Christian Broberg",
          "author_login": "cbroberg",
          "committed_at": "2026-06-07T18:17:40Z",
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        {
          "oid": "b5f5dd6b952c5b73bc9fb11f2107022818fb0bbf",
          "body": "…v0.10.0)\n\nNew reusable capability: train a brand/style LoRA from a set of images, then\ngenerate in that style every time. Backed by fal flux-lora-fast-training (train)\n+ flux-lora (inference).\n\n- ai.trainStyle({ images, isStyle?, triggerWord?, steps? }) → { loraUrl, configUrl, usage }\n- ai.image({ \n[…]\nrity). NB no FAL_KEY in this session → sa runs the live $2\npilot train on the 8 illustrations. Plan: docs/features/F021-lora-style-training.md.\n\nCo-Authored-By: Claude Opus 4.8 <noreply@anthropic.com>",
          "is_bot": false,
          "headline": "feat(fal): ai.trainStyle LoRA style-training + ai.image loras (F021, …",
          "author_name": "Christian Broberg",
          "author_login": "cbroberg",
          "committed_at": "2026-06-07T18:00:24Z",
          "body_truncated": true,
          "is_coding_agent": true
        },
        {
          "oid": "55c588efb96ffd77c24b34543673fcb8f7e5161d",
          "body": "…+ ai.image loras)\n\n[skip ci]",
          "is_bot": true,
          "headline": "docs(F021): plan — fal LoRA style-training capability (ai.trainStyle …",
          "author_name": "projects[bot]",
          "author_login": null,
          "committed_at": "2026-06-07T17:52:09Z",
          "body_truncated": false,
          "is_coding_agent": false
        },
        {
          "oid": "846d3d1e763eb280e4e86f7cd557f93ad289620c",
          "body": "…tions)",
          "is_bot": false,
          "headline": "chore(cardmem): commit scaffolded onboarding config (.claude + conven…",
          "author_name": "Christian Broberg",
          "author_login": "cbroberg",
          "committed_at": "2026-06-06T22:49:13Z",
          "body_truncated": false,
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        },
        {
          "oid": "02c6e3d7d8997d2216e2ac39a6484f194eb1e9a8",
          "body": "… (v0.9.1)\n\nDeepSeek made the 75%-off promo permanent (2026-05-22): V4-Pro $0.435/$0.87,\nV4-Flash $0.098/$0.197 per 1M — matches OpenRouter /api/v1/models 1:1. Adds both\nto the pricing table (keyed openrouter:deepseek/deepseek-v4-*) so cost is never\nlogged $0, + a unit test and a live smoke script.\n\n[…]\nat goes API-billed on 15 Jun).\n\nInventory.json already carried both V4 entries, so the Model Advisor knew them;\nthis closes the cost-table gap.\n\nCo-Authored-By: Claude Opus 4.8 <noreply@anthropic.com>",
          "is_bot": false,
          "headline": "feat(pricing): DeepSeek V4 via OpenRouter — official permanent prices…",
          "author_name": "Christian Broberg",
          "author_login": "cbroberg",
          "committed_at": "2026-06-06T19:40:06Z",
          "body_truncated": true,
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        },
        {
          "oid": "eb164b2c91e9ba0824ff40203c975e8a222807fc",
          "body": "Co-Authored-By: Claude Opus 4.8 <noreply@anthropic.com>",
          "is_bot": false,
          "headline": "chore: gitignore *.bak backup artifacts",
          "author_name": "Christian Broberg",
          "author_login": "cbroberg",
          "committed_at": "2026-06-05T00:57:35Z",
          "body_truncated": false,
          "is_coding_agent": true
        },
        {
          "oid": "1ae9d99ec3de2f4f9c90787ac90c7109bdcc814b",
          "body": "Close the F020.3/F020.4 doc-AC gap surfaced during board-sweep auto-review:\nai.tts had no capabilities-table row and neither capability had a usage\nsection. Adds ai.tts row, a Podcast & speech section, and the named Danish\nvoice registry (soren/jesper/mads/noam/camilla).\n\nCo-Authored-By: Claude Opus 4.8 <noreply@anthropic.com>",
          "is_bot": false,
          "headline": "docs(F020): document ai.tts + ai.podcast usage + named Danish voices",
          "author_name": "Christian Broberg",
          "author_login": "cbroberg",
          "committed_at": "2026-06-05T00:47:23Z",
          "body_truncated": false,
          "is_coding_agent": true
        },
        {
          "oid": "b69b680ef94b507d430a35affc79d19d10cd5e13",
          "body": "…rch automation\n\nai.embedding (mistral-embed) + ai.transcribe (Voxtral) + ai.batch.* (50% async,\nF016.1/.3/.5). Monthly model-research GHA workflow + inventory cheap-model enrichment\n(F014.4/.5, F017.5/.6). All live-verified where the test keys allow (batch needs\nMistral billing; Voxtral is non-Danish).\n\nCo-Authored-By: Claude Opus 4.8 <noreply@anthropic.com>",
          "is_bot": false,
          "headline": "release: v0.9.0 — Mistral embeddings/transcribe/batch + monthly resea…",
          "author_name": "Christian Broberg",
          "author_login": "cbroberg",
          "committed_at": "2026-06-05T00:38:43Z",
          "body_truncated": false,
          "is_coding_agent": true
        },
        {
          "oid": "4af82fcc7d11786f99d12cdbd64589eb7115c5a0",
          "body": "ai.batch.submit({requests:[{customId,prompt}]}) → {jobId,status}; status(jobId);\nresults(jobId). Mistral: upload JSONL via /v1/files (purpose=batch) → POST /v1/batch/jobs\n→ poll /batch/jobs/{id} → download /files/{output}/content (JSONL → {customId,text}).\nProviderAdapter.batchSubmit/Status/Results.\n[…]\nistral Batch API requires account billing (402 'enable billing')\n— the test key lacks batch access; full round-trip is async (≤24h) regardless.\n\nCo-Authored-By: Claude Opus 4.8 <noreply@anthropic.com>",
          "is_bot": false,
          "headline": "feat(mistral): ai.batch.* — async batch chat at 50% cost (F016.1)",
          "author_name": "Christian Broberg",
          "author_login": "cbroberg",
          "committed_at": "2026-06-05T00:38:05Z",
          "body_truncated": true,
          "is_coding_agent": true
        },
        {
          "oid": "92972cac52f9b6c5a35939f16e9f11ee81d1e718",
          "body": "…f org blocks Actions PR-create\n\nCo-Authored-By: Claude Opus 4.8 <noreply@anthropic.com>",
          "is_bot": false,
          "headline": "ci(research): resilient PR step — fall back to branch + compare URL i…",
          "author_name": "Christian Broberg",
          "author_login": "cbroberg",
          "committed_at": "2026-06-05T00:19:53Z",
          "body_truncated": false,
          "is_coding_agent": true
        },
        {
          "oid": "de66987a79558d6cf7f52d20ee8fd6e1971e4c28",
          "body": "…lert (F014.4/.5 + F017.5/.6)\n\nF014.4 + F017.5 — .github/workflows/research-models.yml: monthly (cron) + manual\n(workflow_dispatch). Fetches the live catalogue (OpenRouter public, no key), runs\nthe drift report, rebuilds inventory.json, and opens a PR when the inventory changes\nSUBSTANTIVELY (timest\n[…]\ns the build).\n\nLIVE-VERIFIED: --enrich 3 → real tags+summaries (e.g. liquid/lfm-2 → reasoning,coding,\nedge,fast). typecheck clean, suite green.\n\nCo-Authored-By: Claude Opus 4.8 <noreply@anthropic.com>",
          "is_bot": false,
          "headline": "feat(research): monthly GHA workflow + inventory enrichment + drift a…",
          "author_name": "Christian Broberg",
          "author_login": "cbroberg",
          "committed_at": "2026-06-05T00:17:48Z",
          "body_truncated": true,
          "is_coding_agent": true
        },
        {
          "oid": "3bf78845f454fc3dfccf44656e0ea76cc3c4e926",
          "body": "ai.embedding via mistral-embed/codestral-embed (POST /v1/embeddings, per-token).\nai.transcribe via Voxtral (POST /v1/audio/transcriptions multipart, voxtral-mini-latest,\nper-minute $0.002). Both optional ProviderAdapter methods on the mistral adapter.\n\nLIVE-VERIFIED: mistral-embed → 1024-dim vectors\n[…]\norrect text ($0.000167). NB Voxtral does NOT support\nDanish (ar/en/de/es/fr/hi/it/nl/pt/zh/ru/ko/ja only) — Danish transcription needs Whisper.\n\nCo-Authored-By: Claude Opus 4.8 <noreply@anthropic.com>",
          "is_bot": false,
          "headline": "feat(mistral): embeddings (F016.5) + Voxtral transcribe (F016.3)",
          "author_name": "Christian Broberg",
          "author_login": "cbroberg",
          "committed_at": "2026-06-05T00:14:58Z",
          "body_truncated": true,
          "is_coding_agent": true
        },
        {
          "oid": "c447d0888d52afc14cfee5ad0e97cc35678652f4",
          "body": "…tions)",
          "is_bot": false,
          "headline": "chore(cardmem): commit scaffolded onboarding config (.claude + conven…",
          "author_name": "Christian Broberg",
          "author_login": "cbroberg",
          "committed_at": "2026-06-05T00:09:40Z",
          "body_truncated": false,
          "is_coding_agent": false
        },
        {
          "oid": "a18fb721289329b5abd99ecdcee165ba106078fe",
          "body": "Instant multi-voice podcasts: ai.podcast({script,voices}) → one episode MP3 via\nElevenLabs Text-to-Dialogue (eleven_v3). ai.tts({text,voice}) single voice. Named\nDanish voices (soren/jesper/mads/noam/camilla). Apps send a finished manuscript →\nfinished episode in one call. Live-verified (native Danish MP3s, per-char cost).\n\nCo-Authored-By: Claude Opus 4.8 <noreply@anthropic.com>",
          "is_bot": false,
          "headline": "release: v0.8.0 — ai.podcast + ai.tts via ElevenLabs (F020)",
          "author_name": "Christian Broberg",
          "author_login": "cbroberg",
          "committed_at": "2026-06-05T00:00:14Z",
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        },
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              {
                "key": "openssf_scorecard_signed_releases",
                "name": "OpenSSF Scorecard: Signed-Releases",
                "detail": "no releases found",
                "points": 0,
                "status": "excluded",
                "details": [
                  {
                    "code": "no_data",
                    "params": {}
                  }
                ],
                "max_points": 10
              }
            ]
          },
          {
            "key": "abandonment",
            "band": "excellent",
            "name": "Abandonment",
            "note": null,
            "notes": [],
            "value": 100,
            "inputs": {
              "cap": null,
              "state": "unverified",
              "guards": [],
              "signals": [],
              "red_flag": false,
              "multiplier_pct": 100,
              "declared_reason": null,
              "unverified_reason": "repository_too_young",
              "unanswered_open_prs": null,
              "unanswered_open_issues": null,
              "days_since_last_merged_pr": null,
              "days_since_last_human_commit": null,
              "days_since_last_human_commit_is_floor": false
            },
            "components": [
              {
                "key": "project_is_still_maintained",
                "name": "Project is still maintained",
                "detail": "maintenance record not established from the collected data",
                "points": 100,
                "status": "met",
                "details": [
                  {
                    "code": "abandonment_unverified",
                    "params": {}
                  }
                ],
                "max_points": 100
              }
            ]
          }
        ],
        "description": "Is the project alive — is code being written and are releases shipping?"
      },
      {
        "key": "community",
        "band": "critical",
        "name": "Community & Adoption",
        "value": 24,
        "weight": 0.18,
        "metrics": [
          {
            "key": "popularity",
            "band": "critical",
            "name": "Popularity & adoption",
            "note": null,
            "notes": [],
            "value": 1,
            "inputs": {
              "forks": 0,
              "stars": 0,
              "watchers": 0,
              "growth_state": "unverified",
              "growth_factor_pct": 100,
              "growth_unverified_reason": "no_history"
            },
            "components": [
              {
                "key": "stars",
                "name": "Stars",
                "detail": "0 stars",
                "points": 0,
                "status": "missed",
                "details": [
                  {
                    "code": "stars",
                    "params": {
                      "count": 0
                    }
                  }
                ],
                "max_points": 60
              },
              {
                "key": "forks",
                "name": "Forks",
                "detail": "0 forks",
                "points": 0,
                "status": "missed",
                "details": [
                  {
                    "code": "forks",
                    "params": {
                      "count": 0
                    }
                  }
                ],
                "max_points": 25
              },
              {
                "key": "watchers",
                "name": "Watchers",
                "detail": "0 watchers",
                "points": 0,
                "status": "missed",
                "details": [
                  {
                    "code": "watchers",
                    "params": {
                      "count": 0
                    }
                  }
                ],
                "max_points": 15
              }
            ]
          },
          {
            "key": "community_health",
            "band": "critical",
            "name": "Community health",
            "note": null,
            "notes": [],
            "value": 25,
            "inputs": {
              "has_readme": true,
              "has_license": false,
              "has_contributing": false,
              "has_issue_template": false,
              "has_code_of_conduct": false,
              "has_pull_request_template": false
            },
            "components": [
              {
                "key": "readme",
                "name": "README",
                "detail": null,
                "points": 22.5,
                "status": "met",
                "details": [],
                "max_points": 22.5
              },
              {
                "key": "license",
                "name": "License",
                "detail": "no license file detected",
                "points": 0,
                "status": "missed",
                "details": [
                  {
                    "code": "license_absent",
                    "params": {}
                  }
                ],
                "max_points": 22.5
              },
              {
                "key": "contributing_guide",
                "name": "CONTRIBUTING guide",
                "detail": null,
                "points": 0,
                "status": "missed",
                "details": [],
                "max_points": 18
              },
              {
                "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
              }
            ]
          },
          {
            "key": "ecosystem_adoption",
            "band": "moderate",
            "name": "Ecosystem adoption (downloads)",
            "note": "Excluded from scoring (no data or not applicable): Registry dependents. Remaining weights renormalized.",
            "notes": [
              {
                "code": "excluded_no_data",
                "params": {
                  "components": [
                    "registry_dependents"
                  ]
                }
              },
              {
                "code": "weights_renormalized",
                "params": {}
              }
            ],
            "value": 59,
            "inputs": {
              "packages": [
                "@broberg/ai-sdk"
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              "dependents": null,
              "ecosystems": "npm",
              "total_downloads": null,
              "monthly_downloads": 3525
            },
            "components": [
              {
                "key": "monthly_downloads",
                "name": "Monthly downloads",
                "detail": "3,525 downloads/month across npm",
                "points": 47.3,
                "status": "partial",
                "details": [
                  {
                    "code": "downloads_monthly",
                    "params": {
                      "count": 3525,
                      "ecosystems": "npm"
                    }
                  }
                ],
                "max_points": 80
              },
              {
                "key": "registry_dependents",
                "name": "Registry dependents",
                "detail": "not reported by this ecosystem",
                "points": 0,
                "status": "excluded",
                "details": [
                  {
                    "code": "not_reported_by_this_ecosystem",
                    "params": {}
                  }
                ],
                "max_points": 20
              }
            ]
          }
        ],
        "description": "Does the project have users, downloads, attention, and a welcoming setup for contributors?"
      },
      {
        "key": "governance",
        "band": "moderate",
        "name": "Sustainability & Governance",
        "value": 53,
        "weight": 0.24,
        "metrics": [
          {
            "key": "maintainer_resilience",
            "band": "critical",
            "name": "Maintainer resilience (bus factor)",
            "note": null,
            "notes": [],
            "value": 16,
            "inputs": {
              "bus_factor": 1,
              "contributors_sampled": 1,
              "top_contributor_share": 1
            },
            "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
                    }
                  }
                ],
                "max_points": 54
              },
              {
                "key": "commit_distribution",
                "name": "Commit distribution",
                "detail": "top contributor authored 100% of commits",
                "points": 0,
                "status": "missed",
                "details": [
                  {
                    "code": "top_contributor_share",
                    "params": {
                      "share": 100
                    }
                  }
                ],
                "max_points": 22.5
              },
              {
                "key": "contributor_breadth",
                "name": "Contributor breadth",
                "detail": "1 contributors",
                "points": 1.4,
                "status": "partial",
                "details": [
                  {
                    "code": "contributors_sampled",
                    "params": {
                      "count": 1
                    }
                  }
                ],
                "max_points": 13.5
              },
              {
                "key": "openssf_scorecard_contributors",
                "name": "OpenSSF Scorecard: Contributors",
                "detail": "project has 2 contributing companies or organizations -- score normalized to 6",
                "points": 6,
                "status": "partial",
                "details": [],
                "max_points": 10
              }
            ]
          },
          {
            "key": "responsiveness",
            "band": "good",
            "name": "Issue & PR responsiveness",
            "note": "Excluded from scoring (no data or not applicable): Issue resolution. Remaining weights renormalized.",
            "notes": [
              {
                "code": "excluded_no_data",
                "params": {
                  "components": [
                    "issue_resolution"
                  ]
                }
              },
              {
                "code": "weights_renormalized",
                "params": {}
              }
            ],
            "value": 72,
            "inputs": {
              "merged_prs": 1,
              "open_issues": 0,
              "closed_issues": 0,
              "issue_closed_ratio": null,
              "closed_unmerged_prs": 0
            },
            "components": [
              {
                "key": "issue_resolution",
                "name": "Issue resolution",
                "detail": "no issues or no data",
                "points": 0,
                "status": "excluded",
                "details": [
                  {
                    "code": "no_issues_or_data",
                    "params": {}
                  }
                ],
                "max_points": 46.75
              },
              {
                "key": "pr_acceptance",
                "name": "PR acceptance",
                "detail": "1/1 decided PRs merged",
                "points": 38.2,
                "status": "met",
                "details": [
                  {
                    "code": "decided_prs_merged",
                    "params": {
                      "merged": 1,
                      "decided": 1
                    }
                  }
                ],
                "max_points": 38.25
              },
              {
                "key": "openssf_scorecard_code_review",
                "name": "OpenSSF Scorecard: Code-Review",
                "detail": "Found 0/30 approved changesets -- score normalized to 0",
                "points": 0,
                "status": "missed",
                "details": [],
                "max_points": 15
              }
            ]
          },
          {
            "key": "stewardship",
            "band": "at_risk",
            "name": "Ownership & stewardship",
            "note": null,
            "notes": [],
            "value": 40,
            "inputs": {
              "followers": 1,
              "owner_type": "Organization",
              "is_verified": null,
              "owner_login": "broberg-ai",
              "public_repos": 10,
              "account_age_days": 102
            },
            "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": "1 followers of broberg-ai",
                "points": 2.2,
                "status": "partial",
                "details": [
                  {
                    "code": "owner_followers",
                    "params": {
                      "count": 1,
                      "login": "broberg-ai"
                    }
                  }
                ],
                "max_points": 25
              },
              {
                "key": "track_record",
                "name": "Track record",
                "detail": "10 public repos, account ~0 yr old",
                "points": 8.1,
                "status": "partial",
                "details": [
                  {
                    "code": "public_repos",
                    "params": {
                      "count": 10
                    }
                  },
                  {
                    "code": "account_age_years",
                    "params": {
                      "years": 0
                    }
                  }
                ],
                "max_points": 25
              }
            ]
          },
          {
            "key": "package_maintenance",
            "band": "excellent",
            "name": "Package maintenance",
            "note": null,
            "notes": [],
            "value": 100,
            "inputs": {
              "packages": [
                "@broberg/ai-sdk"
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              "ecosystems": "npm",
              "any_deprecated": false,
              "min_days_since_publish": 6
            },
            "components": [
              {
                "key": "published_resolvable",
                "name": "Published & resolvable",
                "detail": "1 package(s) on npm",
                "points": 25,
                "status": "met",
                "details": [
                  {
                    "code": "packages_published",
                    "params": {
                      "count": 1,
                      "ecosystems": "npm"
                    }
                  }
                ],
                "max_points": 25
              },
              {
                "key": "publish_recency",
                "name": "Publish recency",
                "detail": "latest publish 6 days ago",
                "points": 35,
                "status": "met",
                "details": [
                  {
                    "code": "publish_recency",
                    "params": {
                      "days": 6
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                  }
                ],
                "max_points": 35
              },
              {
                "key": "version_history",
                "name": "Version history",
                "detail": "40 published versions",
                "points": 20,
                "status": "met",
                "details": [
                  {
                    "code": "published_versions",
                    "params": {
                      "count": 40
                    }
                  }
                ],
                "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": "moderate",
        "name": "Engineering Quality",
        "value": 62,
        "weight": 0.2,
        "metrics": [
          {
            "key": "engineering_practices",
            "band": "moderate",
            "name": "Engineering practices",
            "note": "Excluded from scoring (no data or not applicable): OpenSSF Scorecard: CI-Tests. Remaining weights renormalized.",
            "notes": [
              {
                "code": "excluded_no_data",
                "params": {
                  "components": [
                    "openssf_scorecard_ci_tests"
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                }
              },
              {
                "code": "weights_renormalized",
                "params": {}
              }
            ],
            "value": 60,
            "inputs": {
              "has_ci": true,
              "has_tests": true,
              "has_editorconfig": false,
              "has_linter_config": false,
              "has_precommit_config": false
            },
            "components": [
              {
                "key": "ci_workflows",
                "name": "CI workflows",
                "detail": "2 workflow(s)",
                "points": 24,
                "status": "met",
                "details": [
                  {
                    "code": "ci_workflows",
                    "params": {
                      "count": 2
                    }
                  }
                ],
                "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": null,
                "points": 0,
                "status": "missed",
                "details": [],
                "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": "no pull request found",
                "points": 0,
                "status": "excluded",
                "details": [
                  {
                    "code": "no_data",
                    "params": {}
                  }
                ],
                "max_points": 20
              }
            ]
          },
          {
            "key": "documentation",
            "band": "moderate",
            "name": "Documentation",
            "note": null,
            "notes": [],
            "value": 65,
            "inputs": {
              "topics": [],
              "has_wiki": false,
              "homepage": null,
              "has_readme": true,
              "has_docs_dir": true,
              "has_description": true
            },
            "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": null,
                "points": 0,
                "status": "missed",
                "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": null,
                "points": 0,
                "status": "missed",
                "details": [],
                "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": "at_risk",
        "name": "Security",
        "value": 46,
        "weight": 0.16,
        "metrics": [
          {
            "key": "security_posture",
            "band": "at_risk",
            "name": "Security posture",
            "note": "Excluded from scoring (no data or not applicable): CI-Tests, Signed-Releases. Remaining weights renormalized.",
            "notes": [
              {
                "code": "excluded_no_data",
                "params": {
                  "components": [
                    "ci_tests",
                    "signed_releases"
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                }
              },
              {
                "code": "weights_renormalized",
                "params": {}
              }
            ],
            "value": 32,
            "inputs": {
              "source": "openssf_scorecard",
              "checks_evaluated": 16,
              "scorecard_version": "v5.5.0",
              "checks_inconclusive": 2,
              "scorecard_aggregate": 3.2
            },
            "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 not enabled on development/release branches",
                "points": 0,
                "status": "missed",
                "details": [],
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              },
              {
                "key": "ci_tests",
                "name": "CI-Tests",
                "detail": "no pull request found",
                "points": 0,
                "status": "excluded",
                "details": [
                  {
                    "code": "no_data",
                    "params": {}
                  }
                ],
                "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 0/30 approved changesets -- score normalized to 0",
                "points": 0,
                "status": "missed",
                "details": [],
                "max_points": 7.5
              },
              {
                "key": "contributors",
                "name": "Contributors",
                "detail": "project has 2 contributing companies or organizations -- score normalized to 6",
                "points": 1.5,
                "status": "partial",
                "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": "no update tool detected",
                "points": 0,
                "status": "missed",
                "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 not detected",
                "points": 0,
                "status": "missed",
                "details": [],
                "max_points": 2.5
              },
              {
                "key": "maintained",
                "name": "Maintained",
                "detail": "project was created within the last 90 days. Please review its contents carefully",
                "points": 0,
                "status": "missed",
                "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": "no SAST tool detected",
                "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": "1 existing vulnerabilities detected",
                "points": 6.8,
                "status": "partial",
                "details": [],
                "max_points": 7.5
              }
            ]
          },
          {
            "key": "dependency_advisories",
            "band": "excellent",
            "name": "Dependency advisories",
            "note": "Excluded from scoring (no data or not applicable): No advisories left outstanding. Remaining weights renormalized. Matched the npm:@broberg/ai-sdk@0.25.1 runtime dependency closure — what installing the published package pulls in — 1 packages. Reachability is not analyzed.",
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