{
  "interval": {
    "intervalStart": "2026-02-01T00:00:00.000Z",
    "intervalEnd": "2026-03-01T00:00:00.000Z",
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  "repository": "elizaos/eliza",
  "overview": "From 2026-02-01 to 2026-03-01, elizaos/eliza had 38 new PRs (18 merged), 41 new issues, and 35 active contributors.",
  "topIssues": [
    {
      "id": "I_kwDOMT5cIs7FcGAc",
      "title": "feat(scenarios): Add Cost Evaluator",
      "author": "monilpat",
      "number": 5759,
      "repository": "elizaos/eliza",
      "body": "# feat(scenarios): Add Cost Evaluator\n\nLinks: [Issue #5726](https://github.com/elizaOS/eliza/issues/5726)\n\n## Summary\nIntroduce an evaluator that asserts the estimated dollar cost of LLM usage per step. Cost is derived from token counts and a model price table.\n\n## Goals\n- Estimate cost (USD) for each step from recorded token metrics\n- Allow thresholds (`max_cost_usd`) to fail expensive runs\n- Support multiple models within a single step\n\n## Acceptance Criteria\n1. New evaluator type `llm_cost`\n2. Price table configurable via env or default map\n3. Evaluator passes if total step cost <= `max_cost_usd`\n4. Detailed message with model breakdown and total\n\n## Schema Changes\nEdit `packages/cli/src/commands/scenario/src/schema.ts`:\n\n```ts\nconst LlmCostEvaluationSchema = BaseEvaluationSchema.extend({\n  type: z.literal('llm_cost'),\n  max_cost_usd: z.number(),\n});\n```\n\n## Pricing Source\nAdd a small utility `packages/cli/src/commands/scenario/src/pricing.ts`:\n\n```ts\nexport type ModelPricing = {\n  inputPer1K: number;    // USD per 1000 input tokens\n  outputPer1K: number;   // USD per 1000 output tokens\n};\n\nexport const DEFAULT_MODEL_PRICING: Record<string, ModelPricing> = {\n  TEXT_SMALL: { inputPer1K: 0.15, outputPer1K: 0.60 },\n  TEXT_LARGE: { inputPer1K: 0.50, outputPer1K: 1.50 },\n  OBJECT_SMALL: { inputPer1K: 0.50, outputPer1K: 1.50 },\n};\n\nexport function getPricing(modelType: string, overrides?: Record<string, ModelPricing>): ModelPricing | null {\n  const table = overrides ?? DEFAULT_MODEL_PRICING;\n  return table[modelType] ?? null;\n}\n```\n\nAllow overrides via `SCENARIO_MODEL_PRICING` env (JSON string) in a follow-up.\n\n## Evaluation Implementation\nAdd to `EvaluationEngine`:\n\n```ts\nclass LlmCostEvaluator implements Evaluator {\n  async evaluate(params: EvaluationSchema, runResult: ExecutionResult): Promise<EvaluationResult> {\n    if (params.type !== 'llm_cost') throw new Error('Mismatched evaluator');\n    const llm = runResult.metrics?.llm ?? [];\n    if (!llm.length) return { success: false, message: 'No LLM metrics found for cost calculation' };\n\n    const pricingOverrides = process.env.SCENARIO_MODEL_PRICING ? JSON.parse(process.env.SCENARIO_MODEL_PRICING) : undefined;\n    let total = 0;\n    for (const m of llm) {\n      const pricing = getPricing(m.modelType, pricingOverrides);\n      if (!pricing) continue;\n      const inTok = m.promptTokens ?? 0;\n      const outTok = m.completionTokens ?? 0;\n      total += (inTok / 1000) * pricing.inputPer1K + (outTok / 1000) * pricing.outputPer1K;\n    }\n\n    const success = total <= params.max_cost_usd;\n    return { success, message: `Estimated cost: $${total.toFixed(4)} (limit $${params.max_cost_usd.toFixed(4)})` };\n  }\n}\n```\n\nRegister:\n\n```ts\nthis.register('llm_cost', new LlmCostEvaluator());\n```\n\n## Example Usage\n\n```yaml\nevaluations:\n  - type: llm_cost\n    max_cost_usd: 0.05\n```\n\n## Tests\n- Unit: price math with multiple model records\n- Integration: with token_count metrics present and absent\n\n## Notes\nThis builds on the Token Count evaluator and shared metrics capture. It complements mocking enhancements described in [Issue #5726](https://github.com/elizaOS/eliza/issues/5726).\n\n\n",
      "createdAt": "2025-08-12T04:27:23Z",
      "closedAt": "2026-02-12T22:43:04Z",
      "state": "CLOSED",
      "commentCount": 1
    },
    {
      "id": "I_kwDOMT5cIs7nsf3_",
      "title": "[Agent] Eliza Character File & Prompt Engineering",
      "author": "borisudovicic",
      "number": 6447,
      "repository": "elizaos/eliza",
      "body": "## Description\n\nImprove Eliza's character file and prompts based on initial testing feedback.\n\n## Background\n\nBoris (Feb 2): \"I've talked to Eliza only a little bit, just to test her out. I think she'll definitely need some edits in her character file, some more prompt engineering. She's a good start so far, but there's definitely stuff we're gonna have to work on. It'll be iterative.\"\n\n## Acceptance Criteria\n\n- [ ] Review current character file responses\n- [ ] Identify areas needing improvement\n- [ ] Update character file with better prompts\n- [ ] Add message examples (Ben has PRs for this)\n- [ ] Test with Sonnet model\n- [ ] Iterate based on user feedback\n\n## Technical Notes\n\nBen mentioned:\n\n* Currently using a different model, switching to Sonnet\n* Two PRs coming that add message examples and change model to Sonnet\n* \"Huge difference in price between Sonnet and \\[current model\\]\"\n\nBoris mentioned Sonnet 5 coming out soon - good timing to test on Eliza if cheaper.\n\n## Priority\n\n**P2 - Iterative improvement**",
      "createdAt": "2026-02-02T17:48:44Z",
      "closedAt": "2026-02-16T21:52:18Z",
      "state": "CLOSED",
      "commentCount": 1
    },
    {
      "id": "I_kwDOMT5cIs7pWP6K",
      "title": "[Bug] URL in message triggers duplicate LLM calls - processed as both text and attachment (webapp)",
      "author": "thewoweffect",
      "number": 6486,
      "repository": "elizaos/eliza",
      "body": "## Description\nWhen a user sends a message containing a URL, ElizaOS processes it twice:\n1. As text content → generates response\n2. As attachment (metadata/preview) → generates second response\n\nBoth responses are sent through the same SSE stream before the `done` event, resulting in duplicated text in the final response.\n\n## Steps to Reproduce\n1. Start ElizaOS with webapp\n2. Send a message containing a URL (e.g., \"Check this: https://example.com\")\n3. Observe the response\n\n## Expected Behavior\nURL should be processed once, generating a single response.\n\n## Actual Behavior\nTwo identical (or near-identical) responses are generated and streamed as one message, doubling token usage and producing duplicated output.\n\n## Impact\n- 2x LLM API calls per message with URL\n- Doubled token costs\n- Poor UX with duplicated responses\n- Forces workarounds on client side\n\n## Environment\n- ElizaOS version: [your version]\n- Client: webapp\n\n## Suggested Fix\nEnsure URL is processed either as text OR as attachment, not both. The decision should happen in the message processing flow before LLM calls.\n",
      "createdAt": "2026-02-09T07:36:55Z",
      "closedAt": null,
      "state": "OPEN",
      "commentCount": 1
    },
    {
      "id": "I_kwDOMT5cIs7plYW-",
      "title": "Feature Request: Support custom OpenAI endpoint URL for OpenAI provider",
      "author": "coolRoger",
      "number": 6490,
      "repository": "elizaos/eliza",
      "body": "## Is your feature request related to a problem? Please describe.\nThe current OpenAI provider does **not support configuring a custom OpenAI endpoint URL**, which makes it impossible to use OpenAI-compatible third-party services (e.g., SiliconFlow). These services follow the OpenAI API format but require pointing to their own endpoint URLs instead of the official OpenAI endpoint.\n\n## Describe the solution you'd like\nAdd a **configurable `openai endpoint url` field/parameter** to the OpenAI provider, so users can manually specify the API endpoint URL when using OpenAI-compatible services.\n\n## Describe alternatives you've considered\n- Switching to a dedicated provider for SiliconFlow: Not ideal, as it breaks the unified OpenAI-compatible usage pattern.\n- Hardcoding the endpoint: Not flexible for different OpenAI-compatible providers.\n\n## Additional context\nMany cloud / inference providers (SiliconFlow, etc.) provide OpenAI-compatible APIs, only differing in the endpoint URL. Supporting custom endpoints will greatly improve the compatibility and flexibility of the OpenAI provider.",
      "createdAt": "2026-02-10T00:57:25Z",
      "closedAt": null,
      "state": "OPEN",
      "commentCount": 1
    },
    {
      "id": "I_kwDOMT5cIs7qLiWA",
      "title": "Image content stripped from LLM requests in cloud chat",
      "author": "borisudovicic",
      "number": 6494,
      "repository": "elizaos/eliza",
      "body": "## Issue is inside: `/api/v1/chat/completions`. `convertToUIMessages`\n\n<img src=\"https://uploads.linear.app/186bdefa-3633-464a-80cd-6e86fe765a5c/592b6402-12d4-4503-b4fe-e84247fdb8b0/fa8afcf1-1cd5-491a-a22f-cebfaa4e4173?signature=eyJhbGciOiJIUzI1NiIsInR5cCI6IkpXVCJ9.eyJwYXRoIjoiLzE4NmJkZWZhLTM2MzMtNDY0YS04MGNkLTZlODZmZTc2NWE1Yy81OTJiNjQwMi0xMmQ0LTQ1MDMtYjRmZS1lODQyNDdmZGI4YjAvZmE4YWZjZjEtMWNkNS00OTFhLWEyMmYtY2ViZmFhNGU0MTczIiwiaWF0IjoxNzcwODQ3Nzk4LCJleHAiOjE4MDI0MTgzNTh9.fY0P5p8D6VCObJxnpXm_sKNq_fV8qWtM2DMAMjtJs2A \" alt=\"Screenshot 2026-02-11 at 23.09.52.png\" width=\"862\" data-linear-height=\"433\" />",
      "createdAt": "2026-02-11T22:08:25Z",
      "closedAt": "2026-02-16T21:51:50Z",
      "state": "CLOSED",
      "commentCount": 1
    }
  ],
  "topPRs": [
    {
      "id": "PR_kwDOMT5cIs68XpPS",
      "title": "V2.0.0",
      "author": "lalalune",
      "number": 6351,
      "body": "This is  a working branch of elizaOS v2.0.0\r\n\r\nCritically, this removes app, server, CLI and all non-essentials. Instead, we focus on runtime in Rust, Typescript, with critical plugins ported as well",
      "repository": "elizaos/eliza",
      "createdAt": "2026-01-09T17:06:10Z",
      "mergedAt": null,
      "additions": 2384715,
      "deletions": 298813
    },
    {
      "id": "PR_kwDOMT5cIs7CUyZi",
      "title": "feat: next generation multi-language Eliza with Rust, Python and TypeScript support",
      "author": "lalalune",
      "number": 6485,
      "body": "This is the next version of eliza\r\n\r\nRust, python and typescript\r\n\r\n\r\n# Major Updates\r\n\r\n- Add complete Python and Rust core packages, extending Eliza to these languages\r\n- Add Python and Rust native versions of popular plugins\r\n- Remove default application, client and server infrastructure\r\n- Add examples for all major frameworks\r\n- Bootstrap is integrated into core, enabled with basicCapabilities by default and optionally extendedCapabiltiies\r\n- Core plugins are also rust, python and typescript\r\n- Comes with a WIP code agent\r\n\r\n# Minor updates\r\n\r\n- Agents can now respond without needing a roomId or worldId\r\n- Initial message memory is created inside the message handler service (was confusing and not that way)\r\n- Can running planningMode true or false, on false skips planning and calls single action (good for games and simple agents)\r\n- Actions can have arguments, and can be called with arguments. This way they can be called like tools without needing a separate step\r\n\r\nTODO\r\n- LLM mode -- can be SMALL, LARGE or DEFAULT -- SMALL and LARGE override the LLM small or large so all use the small or all use the large\r\n- checkShouldRespond defaults to true but can be turned off for ChatGPT mode",
      "repository": "elizaos/eliza",
      "createdAt": "2026-02-08T18:44:21Z",
      "mergedAt": null,
      "additions": 649890,
      "deletions": 303180
    },
    {
      "id": "PR_kwDOMT5cIs7EjIkM",
      "title": "feat: add SAID Protocol on-chain Solana identity for ElizaOS agents",
      "author": "kaiclawd",
      "number": 6510,
      "body": "## What this does\n\nEvery new agent created via `elizaos create` now automatically gets a free on-chain identity on [SAID Protocol](https://saidprotocol.com) — Solana AI Identity.\n\n## Changes\n\n- `packages/elizaos/src/utils/said.ts` — new module: Ed25519 keypair generation (pure Node `crypto`, zero new dependencies) + SAID registration via REST API\n- `packages/elizaos/src/commands/create.ts` — registers agent with SAID after project creation, saves wallet, displays profile URL\n\n## What happens on `elizaos create`\n\n```\n✨ Project created successfully!\n\n⚡ SAID Protocol identity created\n  Wallet: 7xKXtg2CW87d97TXJSDpbD5jBkheTqA83TZRuJosgAs\n  Profile: https://saidprotocol.com/agents/7xKXtg2CW87d97TXJSDpbD5jBkheTqA83TZRuJosgAs\n\n  Key saved to .said-wallet.json (add to .gitignore!)\n```\n\n## Why\n\n- **Free** — off-chain pending registration, no SOL required\n- **Zero new dependencies** — uses Node's built-in `crypto` module for Ed25519 keypair generation\n- **Non-breaking** — fully opt-out, errors are silently caught, never crashes\n- **Discoverable** — agent appears in the public SAID agent directory at [saidprotocol.com/agents](https://saidprotocol.com/agents)\n- **On-chain upgrade available** — ~0.01 SOL upgrades to a cryptographically verified badge via challenge-response (proves the entity is a running agent)\n\n## SAID Protocol\n\nSAID is on-chain identity infrastructure for AI agents on Solana. Think of it as a universal agent passport — verifiable identity, reputation scores, skill listings, and agent-to-agent discovery.\n\n[saidprotocol.com](https://saidprotocol.com) | [Docs](https://saidprotocol.com/docs.html)",
      "repository": "elizaos/eliza",
      "createdAt": "2026-02-18T08:01:49Z",
      "mergedAt": null,
      "additions": 648299,
      "deletions": 302354
    },
    {
      "id": "PR_kwDOMT5cIs7FPjL6",
      "title": "refactor(core): strict typing for logger runtime",
      "author": "Fankouzu",
      "number": 6519,
      "body": "This PR improves code quality by replacing  type usage in the logger module with proper  typing. This helps in maintaining type safety across the core package.",
      "repository": "elizaos/eliza",
      "createdAt": "2026-02-20T19:25:50Z",
      "mergedAt": null,
      "additions": 648170,
      "deletions": 302354
    },
    {
      "id": "PR_kwDOMT5cIs7CJoKo",
      "title": "next",
      "author": "lalalune",
      "number": 6474,
      "body": "This is the next version of eliza\r\n\r\nRust, python and typescript\r\n\r\n\r\n# Major Updates\r\n\r\n- Add complete Python and Rust core packages, extending Eliza to these languages\r\n- Add Python and Rust native versions of popular plugins\r\n- Remove default application, client and server infrastructure\r\n- Add examples for all major frameworks\r\n- Bootstrap is integrated into core, enabled with basicCapabilities by default and optionally extendedCapabiltiies\r\n- Core plugins are also rust, python and typescript\r\n- Comes with a WIP code agent\r\n\r\n# Minor updates\r\n\r\n- Agents can now respond without needing a roomId or worldId\r\n- Initial message memory is created inside the message handler service (was confusing and not that way)\r\n- Can running planningMode true or false, on false skips planning and calls single action (good for games and simple agents)\r\n- Actions can have arguments, and can be called with arguments. This way they can be called like tools without needing a separate step\r\n\r\nTODO\r\n- LLM mode -- can be SMALL, LARGE or DEFAULT -- SMALL and LARGE override the LLM small or large so all use the small or all use the large\r\n- checkShouldRespond defaults to true but can be turned off for ChatGPT mode",
      "repository": "elizaos/eliza",
      "createdAt": "2026-02-07T08:00:35Z",
      "mergedAt": null,
      "additions": 591239,
      "deletions": 282388
    }
  ],
  "codeChanges": {
    "additions": 18576,
    "deletions": 3807,
    "files": 160,
    "commitCount": 140
  },
  "completedItems": [
    {
      "title": "feat(auth): implement JWT authentication and user management",
      "prNumber": 6200,
      "type": "feature",
      "body": "## Relates to\r\n\r\n- Data isolation / multi-entity support\r\n- External JWT provider integration (Privy, Auth0, Clerk, Supabase, Google, Embbeded)\r\n\r\n## Risks\r\n\r\n**Low**\r\n\r\n- Requires `ENABLE_DATA_ISOLATION=true` to activate JWT auth mode\r\n\r\n#",
      "files": [
        ".github/workflows/client-cypress-tests.yml",
        "packages/client/cypress/e2e/auth/01-auth-flow.cy.ts",
        "packages/client/cypress/e2e/auth/02-protected-features.cy.ts",
        "packages/client/src/App.tsx",
        "packages/client/src/components/ProtectedRoute.tsx",
        "packages/client/src/components/ai-elements/response.tsx",
        "packages/client/src/components/app-sidebar.tsx",
        "packages/client/src/components/auth-dialog.tsx",
        "packages/client/src/components/connection-error-banner.tsx",
        "packages/client/src/components/connection-status.tsx",
        "packages/client/src/components/group-card.tsx",
        "packages/client/src/components/group-panel.tsx",
        "packages/client/src/context/AuthContext.tsx",
        "packages/client/src/context/ConnectionContext.tsx",
        "packages/client/src/context/ServerConfigContext.tsx",
        "packages/client/src/hooks/use-query-hooks.ts",
        "packages/client/src/hooks/use-socket-chat.ts",
        "packages/client/src/index.css",
        "packages/client/src/lib/api-client-config.ts",
        "packages/client/src/lib/auth-utils.ts",
        "packages/client/src/lib/socketio-manager.ts",
        "packages/client/src/routes/chat.tsx",
        "packages/client/src/routes/group.tsx",
        "packages/client/src/routes/home.tsx",
        "packages/config/src/eslint/eslint.config.base.js",
        "packages/core/src/database.ts",
        "packages/core/src/runtime.ts",
        "packages/core/src/types/database.ts",
        "packages/core/src/types/index.ts",
        "packages/core/src/types/user.ts",
        "packages/plugin-sql/src/base.ts",
        "packages/plugin-sql/src/schema/index.ts",
        "packages/plugin-sql/src/schema/user.ts",
        "packages/server/src/__tests__/integration/jwt-workflow.test.ts",
        "packages/server/src/__tests__/test-utils/jwt-helper.ts",
        "packages/server/src/__tests__/unit/api/auth/credentials.test.ts",
        "packages/server/src/__tests__/unit/middleware/auth-middleware-chain.test.ts",
        "packages/server/src/__tests__/unit/middleware/auth-middleware.test.ts",
        "packages/server/src/__tests__/unit/middleware/jwtMiddleware.test.ts",
        "packages/server/src/__tests__/unit/services/jwt-verifiers/ed25519-verifier.test.ts",
        "packages/server/src/__tests__/unit/services/jwt-verifiers/factory.test.ts",
        "packages/server/src/__tests__/unit/services/jwt-verifiers/jwks-verifier.test.ts",
        "packages/server/src/__tests__/unit/services/jwt-verifiers/secret-verifier.test.ts",
        "packages/server/src/__tests__/unit/socketio/authentication.test.ts",
        "packages/server/src/api/agents/logs.ts",
        "packages/server/src/api/agents/runs.ts",
        "packages/server/src/api/auth/credentials.ts",
        "packages/server/src/api/auth/index.ts",
        "packages/server/src/api/index.ts",
        "packages/server/src/api/memory/agents.ts",
        "packages/server/src/index.ts"
      ]
    },
    {
      "title": "docs: core documentation guides",
      "prNumber": 6356,
      "type": "docs",
      "body": "## Summary\n- Adds core documentation pages: architecture, core concepts, plugin development, interop, deployment, and API reference.\n\n## Test plan\n- [ ] Review rendered markdown formatting and links.\n\n<!-- CURSOR_SUMMARY -->\n---\n\n> [!NOTE]\n",
      "files": [
        "docs/API_REFERENCE.md",
        "docs/ARCHITECTURE.md",
        "docs/CORE_CONCEPTS.md",
        "docs/DEPLOYMENT_GUIDE.md",
        "docs/INTEROP_GUIDE.md",
        "docs/PLUGIN_DEVELOPMENT.md",
        "packages/interop/README.md"
      ]
    },
    {
      "title": "fix(cli): always use 'latest' for @elizaos deps in created projects",
      "prNumber": 6362,
      "type": "bugfix",
      "body": "## Summary\n\n- Fixes issue where `elizaos create` fails when CLI is linked from monorepo because packages with version like `1.7.2-alpha.0` couldn't be found on npm\n- Both build-time and runtime scripts now use `'latest'` for `@elizaos/*` de",
      "files": [
        "packages/cli/src/scripts/copy-templates.ts",
        "packages/cli/src/utils/copy-template.ts",
        "packages/cli/tests/integration/local-development.test.ts",
        "packages/cli/tests/utils/copy-template.test.ts",
        ".github/workflows/cli-tests.yml",
        "packages/cli/bunfig.toml",
        "packages/cli/tests/commands/update.test.ts",
        "packages/cli/tests/test-timeouts.ts"
      ]
    },
    {
      "title": "fix(cli): validate directory path in ensureDir to prevent ENOENT error",
      "prNumber": 6379,
      "type": "bugfix",
      "body": "This PR adds validation to the `ensureDir` function to prevent unclear ENOENT errors when an empty directory path is provided.\n\n## Problem\n\nWhen `ensureDir` was called with an empty string or whitespace-only path, it would attempt to execut",
      "files": [
        "packages/cli/src/utils/get-config.ts"
      ]
    },
    {
      "title": "fix(server): emit MESSAGE_SENT event after sending to central server",
      "prNumber": 6378,
      "type": "bugfix",
      "body": "This PR fixes #5216 - EventType.MESSAGE_SENT event not being emitted when agent responses are sent to the central server API.\n\n## Problem\n\nThe `sendAgentResponseToBus` function in `packages/server/src/services/message.ts` sends agent respon",
      "files": [
        "packages/server/src/services/message.ts"
      ]
    },
    {
      "title": "docs: add environment variables documentation",
      "prNumber": 6377,
      "type": "docs",
      "body": "This PR adds comprehensive documentation for server environment variables, addressing #5716.\n\n## Summary\n\nAdded `docs/environment-variables.md` with detailed documentation for:\n- `ELIZA_SERVER_AUTH_TOKEN` - API authentication for securing e",
      "files": [
        "docs/environment-variables.md"
      ]
    },
    {
      "title": "fix(cli): load .env files in agent commands for authentication",
      "prNumber": 6376,
      "type": "bugfix",
      "body": "This PR fixes #5707 - an issue where `elizaos agent` commands would fail when connecting to a remote server that uses `ELIZA_SERVER_AUTH_TOKEN`.\n\n## Problem\n\nWhen running `elizaos agent list` (or other agent commands) against a remote serve",
      "files": [
        "packages/cli/src/commands/agent/utils/validation.ts"
      ]
    },
    {
      "title": "V2.0.0: dynamic execution engine (test if context is going to blown)",
      "prNumber": 6384,
      "type": "tests",
      "body": "Redo #6113 for 2.0.0, first pass\n\n<!-- CURSOR_SUMMARY -->\n---\n\n> [!NOTE]\n> Introduces a validation-aware, schema-driven prompt execution path and applies it across runtimes and message flows.\n> \n> - Adds `dynamic_prompt_exec_from_state`/`dy",
      "files": [
        "packages/python/elizaos/runtime.py",
        "packages/python/elizaos/services/message_service.py",
        "packages/python/elizaos/types/__init__.py",
        "packages/python/elizaos/types/state.py",
        "packages/rust/src/runtime.rs",
        "packages/rust/src/services/message_service.rs",
        "packages/rust/src/types/mod.rs",
        "packages/rust/src/types/state.rs",
        "packages/rust/src/types/streaming.rs",
        "packages/typescript/src/runtime.ts",
        "packages/typescript/src/services/message.ts",
        "packages/typescript/src/types/runtime.ts",
        "packages/typescript/src/types/state.ts",
        "packages/typescript/src/types/streaming.ts",
        "packages/typescript/src/utils/streaming.ts",
        "bun.lock",
        "package.json"
      ]
    },
    {
      "title": "V2.0.0: fixed avatar example and elevenlabs plugin",
      "prNumber": 6387,
      "type": "bugfix",
      "body": "# Relates to\r\n\r\nFixes ElevenLabs API integration issues in `examples/avatar` (formerly `vrm` example) and consolidates the project structure.\r\n\r\n# Risks\r\n\r\nLow. Changes are isolated to the `examples/avatar` directory and the `plugin-elevenl",
      "files": [
        "examples/avatar/README.md",
        "examples/avatar/index.html",
        "examples/avatar/src/App.tsx",
        "examples/vrm/src/App.tsx",
        "plugins/plugin-elevenlabs/README.md",
        "plugins/plugin-elevenlabs/python/README.md",
        "plugins/plugin-elevenlabs/python/src/eliza_plugin_elevenlabs/types.py",
        "plugins/plugin-elevenlabs/python/tests/conftest.py",
        "plugins/plugin-elevenlabs/python/tests/test_types.py",
        "plugins/plugin-elevenlabs/rust/README.md",
        "plugins/plugin-elevenlabs/rust/src/services/elevenlabs_service.rs",
        "plugins/plugin-elevenlabs/rust/src/types.rs",
        "plugins/plugin-elevenlabs/rust/tests/integration_tests.rs",
        "plugins/plugin-elevenlabs/rust/tests/tts_integration.rs",
        "plugins/plugin-elevenlabs/typescript/README.md",
        "plugins/plugin-elevenlabs/typescript/package.json",
        "plugins/plugin-elevenlabs/typescript/src/index.browser.ts",
        "plugins/plugin-elevenlabs/typescript/src/index.ts",
        "plugins/plugin-s3-storage/README.md"
      ]
    },
    {
      "title": "fix(plugin-bootstrap): add null check for runtime.providers",
      "prNumber": 6473,
      "type": "bugfix",
      "body": "## Summary\n\n- **Fix**: Add null check for `runtime.providers` in `providersProvider`\n- **Impact**: Prevents `TypeError: Cannot read properties of null (reading 'filter')`\n\n## Problem\n\nWhen `runtime.providers` is `null` or `undefined`, the c",
      "files": [
        "packages/plugin-bootstrap/src/providers/providers.ts"
      ]
    },
    {
      "title": "fix: add null checks to Object.entries calls in settings utilities",
      "prNumber": 6471,
      "type": "bugfix",
      "body": "## Summary\n\nThis PR adds defensive null/undefined checks before Object.entries() calls in the @elizaos/core package's settings utilities to prevent runtime errors.\n\n## Changes\n\n### packages/core/src/settings.ts\n\nAdded null/undefined guards ",
      "files": [
        "packages/core/src/settings.ts"
      ]
    },
    {
      "title": "chore(examples-art): v2 update dependencies, training pipeline, and tests for 2048 game",
      "prNumber": 6461,
      "type": "tests",
      "body": "# Relates to\r\n\r\nRelated to ART (Agentic Reinforcement Training) example improvements for v2.0.0\r\n\r\n# Risks\r\n\r\nLow. Changes are isolated to the `examples/art` directory and root `.gitignore`. Only adds new dependencies, enhances existing fun",
      "files": [
        ".gitignore",
        "examples/art/.gitignore",
        "examples/art/README.md",
        "examples/art/elizaos_art/games/game_2048/__init__.py",
        "examples/art/elizaos_art/games/game_2048/cli.py",
        "examples/art/elizaos_art/trainer.py",
        "examples/art/pyproject.toml",
        "examples/art/tests/test_games.py",
        "examples/art/tests/test_integration.py"
      ]
    },
    {
      "title": "feat(core): add request context for per-user entity settings",
      "prNumber": 6457,
      "type": "feature",
      "body": "## Summary\n- Adds `RequestContext` using AsyncLocalStorage to propagate per-request entity settings\n- Enables runtime methods to access the originating entity context without explicit parameter passing\n- Includes helper methods: `withEntity",
      "files": [
        "packages/core/src/__tests__/request-context.test.ts",
        "packages/core/src/__tests__/runtime-request-context.test.ts",
        "packages/core/src/index.node.ts",
        "packages/core/src/index.ts",
        "packages/core/src/request-context.node.ts",
        "packages/core/src/request-context.ts",
        "packages/core/src/runtime.ts"
      ]
    },
    {
      "title": "chore(deps): bump the cargo group across 3 directories with 3 updates",
      "prNumber": 6479,
      "type": "other",
      "body": "Bumps the cargo group with 1 update in the /packages/computeruse directory: [bytes](https://github.com/tokio-rs/bytes).\nBumps the cargo group with 1 update in the /packages/rust directory: [bytes](https://github.com/tokio-rs/bytes).\nBumps t",
      "files": [
        "packages/computeruse/Cargo.lock",
        "packages/computeruse/crates/computeruse-cli/Cargo.toml",
        "packages/rust/Cargo.lock",
        "packages/sweagent/rust/Cargo.lock"
      ]
    },
    {
      "title": "chore(deps): bump the npm_and_yarn group across 3 directories with 3 updates",
      "prNumber": 6478,
      "type": "other",
      "body": "Bumps the npm_and_yarn group with 1 update in the /packages/computeruse/crates/computeruse-mcp-agent directory: [@modelcontextprotocol/sdk](https://github.com/modelcontextprotocol/typescript-sdk).\nBumps the npm_and_yarn group with 1 update ",
      "files": [
        "packages/computeruse/crates/computeruse-mcp-agent/package-lock.json",
        "packages/computeruse/crates/computeruse-mcp-agent/package.json",
        "packages/computeruse/crates/computeruse-mcp-agent/tests/integration/package-lock.json",
        "packages/computeruse/crates/computeruse-mcp-agent/tests/integration/package.json",
        "packages/computeruse/examples/mcp-client-elicitation/package-lock.json",
        "packages/computeruse/examples/mcp-client-elicitation/package.json"
      ]
    },
    {
      "title": "feat(plugin-bootstrap): comprehensive optimization and robustness imp…",
      "prNumber": 6476,
      "type": "feature",
      "body": "…rovements\r\n\r\nThis commit merges critical performance optimizations, caching improvements, and robustness enhancements while preserving type safety improvements from upstream.\r\n\r\n## New Features\r\n- Added plugin initialization banner with co",
      "files": [
        "bun.lock",
        "packages/plugin-bootstrap/src/banner.ts",
        "packages/plugin-bootstrap/src/evaluators/reflection.ts",
        "packages/plugin-bootstrap/src/index.ts",
        "packages/plugin-bootstrap/src/providers/actionState.ts",
        "packages/plugin-bootstrap/src/providers/actions.ts",
        "packages/plugin-bootstrap/src/providers/anxiety.ts",
        "packages/plugin-bootstrap/src/providers/attachments.ts",
        "packages/plugin-bootstrap/src/providers/character.ts",
        "packages/plugin-bootstrap/src/providers/choice.ts",
        "packages/plugin-bootstrap/src/providers/entities.ts",
        "packages/plugin-bootstrap/src/providers/evaluators.ts",
        "packages/plugin-bootstrap/src/providers/index.ts",
        "packages/plugin-bootstrap/src/providers/plugin-info.ts",
        "packages/plugin-bootstrap/src/providers/recentMessages.ts",
        "packages/plugin-bootstrap/src/providers/relationships.ts",
        "packages/plugin-bootstrap/src/providers/roles.ts",
        "packages/plugin-bootstrap/src/providers/settings.ts",
        "packages/plugin-bootstrap/src/providers/shared-cache.ts",
        "packages/plugin-bootstrap/src/providers/world.ts"
      ]
    },
    {
      "title": "feat: ActionFilterService — vector search + BM25 reranking for action/provider filtering",
      "prNumber": 6475,
      "type": "feature",
      "body": "## Summary\n\n- Adds `ActionFilterService` that dynamically filters which actions are shown to the LLM based on relevance, reducing prompt bloat from 200+ actions to ~15 relevant ones\n- Two-tier ranking: vector search (cosine similarity on em",
      "files": [
        "packages/typescript/src/__tests__/action-filter.test.ts",
        "packages/typescript/src/bootstrap/index.ts",
        "packages/typescript/src/bootstrap/providers/actions.ts",
        "packages/typescript/src/runtime.ts",
        "packages/typescript/src/services/action-filter.ts",
        "packages/typescript/src/services/bm25.ts",
        "packages/typescript/src/services/cosine-similarity.ts",
        "packages/typescript/src/types/plugin.ts"
      ]
    },
    {
      "title": "chore(changelog): remove references",
      "prNumber": 6495,
      "type": "other",
      "body": "## Summary\r\n- remove all references from `CHANGELOG.md`\r\n\r\n## Testing\r\n- not run (content-only change)\r\n",
      "files": [
        "CHANGELOG.md"
      ]
    }
  ],
  "topContributors": [
    {
      "username": "standujar",
      "avatarUrl": "https://avatars.githubusercontent.com/u/16385918?u=718bdcd1585be8447bdfffb8c11ce249baa7532d&v=4",
      "totalScore": 482.7223594214491,
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      "reviewScore": 5,
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      "summary": "standujar: Focused on enhancing the stability and functionality of the n8n-workflow plugin, notably improving multi-step loop control by introducing the awaitingUserInput flag in PR #13. They addressed critical integration issues by ensuring cloud compatibility through state management updates in PR #12 and standardizing success status reporting across all action callbacks in PR #11 (+388/-40 lines). Additionally, they streamlined the development lifecycle by automating node crawling in the publish workflow (PR #10) and integrating the plugin into the project's tracked repositories. Their work this month primarily centered on bug fixes and feature development for workflow automation, with a strong emphasis on code reliability and CI/CD improvements."
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    {
      "username": "odilitime",
      "avatarUrl": "https://avatars.githubusercontent.com/u/16395496?u=c9bac48e632aae594a0d85aaf9e9c9c69b674d8b&v=4",
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      "summary": "odilitime: Focused on enhancing core system stability and performance within the elizaos/eliza repository, most notably through a comprehensive optimization of the bootstrap plugin in PR #6476 (+2,119/-823 lines). This significant contribution involved modifying 30 files to implement robust architectural improvements and feature enhancements. Additionally, they addressed critical resource management by submitting a fix for a memory leak in the bootstrap cache via PR #6477. Their work this month demonstrates a balanced focus on large-scale feature optimization and essential bug fixing to ensure long-term system reliability."
    },
    {
      "username": "lalalune",
      "avatarUrl": "https://avatars.githubusercontent.com/u/18633264?u=e2e906c3712c2506ebfa98df01c2cfdc50050b30&v=4",
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      "summary": "lalalune: Focused on expanding core infrastructure and cross-chain capabilities, notably implementing a multi-provider RPC system in elizaos-plugins/plugin-evm (#25) and cloud proxy routing for Solana services (#26). They delivered a significant architectural enhancement with the ActionFilterService in elizaos/eliza (#6475), which introduced vector search and BM25 reranking to improve action selection. Their work involved a massive scale of code modifications across over 4,500 files, signaling a deep involvement in systemic refactors and next-generation multi-language support. Overall, their contributions centered on infrastructure scalability, authentication frameworks, and enhancing the developer experience through CLI and documentation improvements."
    },
    {
      "username": "greptile-apps",
      "avatarUrl": "https://avatars.githubusercontent.com/in/867647?v=4",
      "totalScore": 245.34,
      "prScore": 0,
      "issueScore": 0,
      "reviewScore": 243,
      "commentScore": 2.34,
      "summary": "greptile-apps: Focused exclusively on providing feedback and technical oversight through 28 reviews and 5 pull request comments. Despite no direct code changes or merged pull requests this month, they maintained a high level of engagement in the review process to ensure code quality across the codebase. Their primary impact was centered on collaborative peer review and providing detailed commentary on open contributions."
    },
    {
      "username": "0xbbjoker",
      "avatarUrl": "https://avatars.githubusercontent.com/u/54844437?u=90fe1762420de6ad493a1c1582f1f70c0d87d8e2&v=4",
      "totalScore": 157.03108022381605,
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      "summary": "0xbbjoker: Focused on maintenance and stability by addressing technical debt through targeted bugfix work. They contributed a single commit that modified three files, resulting in a balanced set of nine additions and eight deletions. This activity reflects a precise approach to resolving existing issues within the codebase. Their primary focus for the month was dedicated entirely to bugfix efforts across various file types."
    },
    {
      "username": "h1-hunt",
      "avatarUrl": "https://avatars.githubusercontent.com/u/260165794?u=73efc04d5c05a1af9903686d9bb90265cc06ab45&v=4",
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      "reviewScore": 13.5,
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      "summary": "h1-hunt: Focused on expanding ecosystem capabilities through the development of new integrations, contributing over 1,400 lines of code across several open feature pull requests. Their primary impact involved introducing the Signet plugin for onchain advertising (#6491) and the Mint Club V2 plugin for bonding curve token trading (#6497, #6498). Additionally, they supported the development cycle by providing three technical reviews on active pull requests. Their work this month centered on a balanced mix of feature implementation and bugfixes, with a heavy emphasis on configuration and core code for decentralized finance and advertising plugins."
    },
    {
      "username": "anchapin",
      "avatarUrl": "https://avatars.githubusercontent.com/u/6326294?u=2864a5f885294da5b54b95865b6bf6b82781e688&v=4",
      "totalScore": 72.99868671293827,
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      "summary": "anchapin: Focused on enhancing system stability by implementing defensive programming patterns across the elizaos/eliza codebase. They successfully merged two key bugfix PRs, including #6471 and #6473, which introduced critical null and undefined checks to prevent runtime errors in the settings utility and bootstrap plugin. Their work this month was primarily dedicated to bugfix activities, with a significant portion of their technical contributions involving configuration and code refinements to ensure more robust data handling."
    },
    {
      "username": "kaiclawd",
      "avatarUrl": "https://avatars.githubusercontent.com/u/257877415?u=2c8763bb75f5fd07b37a1939903a8b557dd7a46f&v=4",
      "totalScore": 59.475878208526346,
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      "issueScore": 0,
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      "summary": "kaiclawd: Focused on expanding ecosystem integrations by initiating the addition of the SAID Protocol on-chain Solana identity to the platform. They currently have two open pull requests, elizaos/eliza #6510 and elizaos-plugins/registry #264, which aim to implement this protocol and register the corresponding plugin. Their primary focus this month has been on identity management and Solana-based protocol integration."
    },
    {
      "username": "borisudovicic",
      "avatarUrl": "https://avatars.githubusercontent.com/u/31806472?u=8935f4d43fd7e4eb9bf5ff92d54d4d2f8ac8a786&v=4",
      "totalScore": 56,
      "prScore": 0,
      "issueScore": 56,
      "reviewScore": 0,
      "commentScore": 0,
      "summary": "borisudovicic: Focused on driving the architectural roadmap and infrastructure readiness for the Eliza App MVP launch, creating 31 issues to coordinate critical tasks across cloud integrations and user experience. They played a key role in defining infrastructure requirements for Telegram and Discord deployments (#6425, #6424), secrets management (#6410), and the implementation of a multi-tenant serverless architecture (#6415). Their contributions also spanned essential product milestones, including the rollout of OAuth providers (#6437), billing system integration (#6445), and performance optimizations to address cold start latency (#6450). Overall, their activity centered on high-level project management, infrastructure provisioning, and security auditing to ensure a stable pre-launch environment."
    },
    {
      "username": "buzzbysolcex",
      "avatarUrl": "https://avatars.githubusercontent.com/u/259807261?v=4",
      "totalScore": 51.42425149251019,
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      "issueScore": 0,
      "reviewScore": 0,
      "commentScore": 0.6379999999999999,
      "summary": "buzzbysolcex: Focused on expanding the ecosystem's integration capabilities by initiating the registration of new plugins within the elizaos-plugins/registry. They opened three pull requests to add the @elizaos/plugin-buzz-bd and @buzzbd/plugin-solcex-bd packages (#261, #262, #263), facilitating the inclusion of the SolCex Exchange BD plugin. Their activity this month was centered on configuration management and ecosystem expansion through these registry submissions."
    },
    {
      "username": "yaooooooooooooooo",
      "avatarUrl": "https://avatars.githubusercontent.com/u/62118705?v=4",
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      "reviewScore": 0,
      "commentScore": 0,
      "summary": "yaooooooooooooooo: Focused on expanding ecosystem capabilities by introducing the plugin-scout for x402 trust intelligence and transactions in elizaos/eliza (#6513). This substantial feature addition involved over 5,000 lines of new code across 42 files, demonstrating a significant investment in both core functionality and comprehensive testing. Their work this month was entirely dedicated to feature development, with a balanced emphasis on implementing new code and ensuring its reliability through extensive test coverage."
    },
    {
      "username": "decentralize-dfw",
      "avatarUrl": "https://avatars.githubusercontent.com/u/115695363?u=858e729376e39f7d94ec1907637812ec3b9ca575&v=4",
      "totalScore": 43.5437738965761,
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      "issueScore": 0,
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      "commentScore": 0,
      "summary": "decentralize-dfw: Focused on expanding the ecosystem's conversational capabilities by initiating the integration of the Vera (Virtually Ever After) chatbot. This effort is currently centered on the development of a new feature within the elizaos/eliza repository, as seen in the open pull request #6515. Their primary focus this month has been on the initial implementation and configuration of this specialized chatbot interface."
    },
    {
      "username": "2-A-M",
      "avatarUrl": "https://avatars.githubusercontent.com/u/96268540?u=b7d92c0e2a91af580d09eeae862eef576955ab8a&v=4",
      "totalScore": 36.63501911726088,
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      "issueScore": 0,
      "reviewScore": 0,
      "commentScore": 0,
      "summary": "2-A-M: Focused on critical bug fixes and feature enhancements within the Twitter plugin, notably resolving an authentication retry loop and implementing media upload capabilities via PR #48. This substantial contribution involved modifying 12 files and adding over 5,200 lines of code, demonstrating a high level of effort in stabilizing and expanding the plugin's core functionality. The work was completed efficiently with a 10-hour turnaround time to merge, ensuring immediate impact on the repository's reliability. Their primary focus this month was entirely dedicated to bugfix work and technical improvements within the elizaos-plugins/plugin-twitter codebase."
    },
    {
      "username": "hanzlamateen",
      "avatarUrl": "https://avatars.githubusercontent.com/u/10975502?u=53f23921078d9a27d96751373bb44f4bd2d58bf4&v=4",
      "totalScore": 34.39669771918965,
      "prScore": 34.39669771918965,
      "issueScore": 0,
      "reviewScore": 0,
      "commentScore": 0,
      "summary": "hanzlamateen: Focused on infrastructure and dependency management within the elizaos/eliza repository, notably executing a significant update to the v2 dependencies and training pipeline in PR #6461. This extensive effort involved modifying over 7,000 files, signaling a major synchronization of the project's codebase and build environment. Their work demonstrated a balanced technical approach, incorporating bug fixes, refactoring, and test updates to ensure system stability. Overall, their contributions this month centered on large-scale maintenance and foundational improvements to the project's examples and training architecture."
    },
    {
      "username": "Fankouzu",
      "avatarUrl": "https://avatars.githubusercontent.com/u/8297296?u=bfe40f2d2a88d01f2092e44db726b11c0608b657&v=4",
      "totalScore": 34.0207738965761,
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      "issueScore": 0,
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      "summary": "Fankouzu: Focused on enhancing codebase reliability by initiating a refactor for strict typing within the logger runtime in elizaos/eliza (#6519). This ongoing work aims to improve type safety and developer experience within the core system. Their primary focus this month was centered on core infrastructure and logging architecture."
    },
    {
      "username": "bytes0xcr6",
      "avatarUrl": "https://avatars.githubusercontent.com/u/102038261?u=45bcd82b0f6cc2f6c6f8db5bdc01949b3afe7560&v=4",
      "totalScore": 23.546573590279973,
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      "issueScore": 0,
      "reviewScore": 9,
      "commentScore": 0.2,
      "summary": "bytes0xcr6: Focused on expanding the ecosystem's capabilities by integrating transaction validation services through the addition of the @proofgate/eliza-plugin to the registry via PR #254. In addition to this feature work, they contributed to the development process by providing two code reviews and engaging in technical discussions on pull requests. Their activity this month was centered on configuration management and enhancing plugin availability within the elizaos-plugins repository."
    },
    {
      "username": "erdGeclaw",
      "avatarUrl": "https://avatars.githubusercontent.com/u/258411179?u=4607f14fd9d7eb4b4e6d2c26964d37b47937a49c&v=4",
      "totalScore": 22.034212794122055,
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      "summary": "erdGeclaw: Focused on expanding ecosystem integrations by initiating the addition of the Base L2 smart money signals plugin to the registry. This contribution, currently tracked in open PR #253, aims to integrate @erdgecrawl/plugin-base-signals into the elizaos-plugins repository. Their primary focus this month has been on enhancing signal-based functionality within the Base L2 environment."
    },
    {
      "username": "mcp97",
      "avatarUrl": "https://avatars.githubusercontent.com/u/15067321?v=4",
      "totalScore": 21.901026915173976,
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      "issueScore": 0,
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      "commentScore": 0,
      "summary": "mcp97: Focused on documentation maintenance and repository cleanup within the elizaos/eliza codebase. Their primary contribution involved streamlining the project's history by removing unnecessary references in the changelog via PR #6495. This work resulted in the modification of four files, demonstrating a clear focus on documentation accuracy and administrative consistency."
    },
    {
      "username": "kamiyo-ai",
      "avatarUrl": "https://avatars.githubusercontent.com/u/197570892?u=0d1ee66bdde083d3cfa339f7b2dfc1c2e8fee2fd&v=4",
      "totalScore": 21.18304826901074,
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      "issueScore": 0,
      "reviewScore": 0,
      "commentScore": 0.54,
      "summary": "kamiyo-ai: Focused on expanding the ecosystem's capabilities by initiating the integration of a new plugin into the registry. They submitted a configuration update to add the kamiyo-trust plugin via PR #258 in the elizaos-plugins/registry repository. Their primary focus this month was on ecosystem expansion and plugin registration."
    },
    {
      "username": "agentfirstlabs",
      "avatarUrl": "https://avatars.githubusercontent.com/u/263147801?v=4",
      "totalScore": 14.397598690831078,
      "prScore": 14.397598690831078,
      "issueScore": 0,
      "reviewScore": 0,
      "commentScore": 0,
      "summary": "agentfirstlabs: Focused on enhancing developer resources and security documentation by contributing a new safety guide for the Base Network wallet. This work, currently in an open pull request for elizaos/eliza (#6523), introduces a diagnostic framework to help users navigate x402 errors. Their activity this month was dedicated entirely to improving project documentation and user safety protocols."
    },
    {
      "username": "arthur-orderly",
      "avatarUrl": "https://avatars.githubusercontent.com/u/258538952?v=4",
      "totalScore": 14.346573590279972,
      "prScore": 14.346573590279972,
      "issueScore": 0,
      "reviewScore": 0,
      "commentScore": 0,
      "summary": "arthur-orderly: Focused on expanding the ecosystem's trading capabilities by integrating the Arthur DEX plugin into the registry. They successfully merged PR #256 in elizaos-plugins/registry, which enables Orderly Network perpetual trading functionality. This contribution highlights a primary focus on ecosystem configuration and the integration of decentralized exchange services."
    },
    {
      "username": "0xKairo",
      "avatarUrl": "https://avatars.githubusercontent.com/u/258482051?u=1b8329700a063d57382def591660e68809952a16&v=4",
      "totalScore": 14.346573590279972,
      "prScore": 14.346573590279972,
      "issueScore": 0,
      "reviewScore": 0,
      "commentScore": 0,
      "summary": "0xKairo: Focused on expanding the ecosystem's integration capabilities by successfully registering a new plugin for AI agent transaction guarantees. They facilitated the addition of the @proofgate/eliza-plugin via PR #257 in the elizaos-plugins/registry repository. This contribution highlights a primary focus on feature work and configuration management to enhance the platform's utility."
    },
    {
      "username": "ATHLSolutions",
      "avatarUrl": "https://avatars.githubusercontent.com/u/6761719?u=3517709343c7ed9e4e80cd95304fff0c357e58e0&v=4",
      "totalScore": 14,
      "prScore": 14,
      "issueScore": 0,
      "reviewScore": 0,
      "commentScore": 0,
      "summary": "ATHLSolutions: No activity this month."
    },
    {
      "username": "dontonon",
      "avatarUrl": "https://avatars.githubusercontent.com/u/22495678?v=4",
      "totalScore": 13.234147180559946,
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      "issueScore": 0,
      "reviewScore": 0,
      "commentScore": 0,
      "summary": "dontonon: Focused on expanding the ecosystem's financial capabilities by initiating the integration of the micronoise-eliza-plugin. This work, currently tracked in open PR #265 within the elizaos-plugins/registry, aims to enable token swapping via x402 payments. Their primary focus this month has been on enhancing plugin availability for decentralized payment processing."
    },
    {
      "username": "10inchdev",
      "avatarUrl": "https://avatars.githubusercontent.com/u/226776904?u=f8556423cfa0bd4464d64395c6c0d526050ba553&v=4",
      "totalScore": 12.874147180559946,
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      "summary": "10inchdev: Focused on expanding the ecosystem's service offerings by integrating the MoltBazaar plugin into the registry. They successfully merged PR #255, which adds the AI Agent Job Marketplace on Base to the elizaos-plugins/registry. This contribution involved precise configuration updates to ensure the new marketplace is properly indexed and accessible. Their primary focus this month was on ecosystem expansion through configuration management."
    },
    {
      "username": "a692570",
      "avatarUrl": "https://avatars.githubusercontent.com/u/182830946?u=fbc711137880cd843fea4b3b9f00013d07d40fd6&v=4",
      "totalScore": 10.997573590279972,
      "prScore": 10.997573590279972,
      "issueScore": 0,
      "reviewScore": 0,
      "commentScore": 0,
      "summary": "a692570: Focused on expanding the project's documentation by initiating a new integration guide for ClawdTalk voice calling. This work is currently captured in open PR #6489 within the elizaos/eliza repository. Their primary focus this month has been on enhancing developer resources and supporting third-party voice service integrations."
    },
    {
      "username": "lawyered0",
      "avatarUrl": "https://avatars.githubusercontent.com/u/4802498?u=f45773fb7440d77e5c12ea1560122dd6d26632eb&v=4",
      "totalScore": 10.40435169073515,
      "prScore": 10.40435169073515,
      "issueScore": 0,
      "reviewScore": 0,
      "commentScore": 0,
      "summary": "lawyered0: Focused on improving the robustness of trust evaluation processing by addressing a bug in the elizaos-plugins/plugin-trust repository. They authored PR #1 to handle plain-text trust evaluation requests, contributing 46 lines of code and associated tests to ensure reliable input parsing. This work demonstrates a clear focus on bugfix stability and test coverage within the plugin's core logic."
    },
    {
      "username": "puncar-dev",
      "avatarUrl": "https://avatars.githubusercontent.com/u/72890404?v=4",
      "totalScore": 8,
      "prScore": 0,
      "issueScore": 8,
      "reviewScore": 0,
      "commentScore": 0,
      "summary": "puncar-dev: Focused on architectural planning and feature proposals for the elizaos/eliza repository by opening four strategic issues. They outlined a comprehensive whitelisting and leaderboard system (#6469), a community-driven news injection system (#6466), and a feedback mechanism for NPC prompts (#6465). Additionally, they proposed optimizations for AI model usage during the coding process (#6467), demonstrating a primary focus on system design and community engagement features."
    },
    {
      "username": "jasonxkensei",
      "avatarUrl": "https://avatars.githubusercontent.com/u/260305565?u=b17387a9077530191e297ff256d49d9a14c47194&v=4",
      "totalScore": 6.557573590279973,
      "prScore": 6.557573590279973,
      "issueScore": 0,
      "reviewScore": 0,
      "commentScore": 0,
      "summary": "jasonxkensei: Focused on expanding the ecosystem's capabilities by initiating the integration of a new plugin. They opened a pull request in elizaos-plugins/registry (#266) to add the @elizaos/plugin-xproof package. Their activity this month was centered on configuration updates to support this new feature."
    },
    {
      "username": "samarth30",
      "avatarUrl": "https://avatars.githubusercontent.com/u/48334430?u=1fc119a6c2deb8cf60448b4c8961cb21dc69baeb&v=4",
      "totalScore": 4,
      "prScore": 0,
      "issueScore": 4,
      "reviewScore": 0,
      "commentScore": 0,
      "summary": "samarth30: Focused on identifying architectural improvements for the elizaos/eliza repository by proposing enhancements for external integrations. They initiated discussions on expanding platform capabilities through the creation of two new issues regarding Google MCP enhancements (#6517) and Twitter MCP enhancements (#6516). Their primary focus this month was on the strategic planning and feature definition for Model Context Protocol (MCP) implementations."
    },
    {
      "username": "aite550659-max",
      "avatarUrl": "https://avatars.githubusercontent.com/u/258900948?v=4",
      "totalScore": 4,
      "prScore": 0,
      "issueScore": 4,
      "reviewScore": 0,
      "commentScore": 0,
      "summary": "aite550659-max: Focused on proposing architectural enhancements for the elizaos/eliza repository by initiating the integration of a Verifiable Audit Trail Plugin (VAL). They documented this new feature through the creation of two open issues (#6499, #6500) to outline the plugin's implementation. Their primary focus this month was on defining the requirements for verifiable auditing within the ecosystem."
    },
    {
      "username": "thewoweffect",
      "avatarUrl": "https://avatars.githubusercontent.com/u/113222443?u=cb21d15b0ce815d0f68167f2eca236aad6c64598&v=4",
      "totalScore": 2.3000000000000003,
      "prScore": 0,
      "issueScore": 2.1,
      "reviewScore": 0,
      "commentScore": 0.2,
      "summary": "thewoweffect: Focused on identifying and documenting system inefficiencies within the elizaos/eliza repository. They notably reported a bug regarding duplicate LLM calls triggered by URLs in messages (#6486) and engaged in the subsequent discussion to help resolve the issue. Their primary focus this month was on improving application reliability through bug reporting and issue triage."
    },
    {
      "username": "saoirse102345-blip",
      "avatarUrl": "https://avatars.githubusercontent.com/u/258542122?v=4",
      "totalScore": 2,
      "prScore": 0,
      "issueScore": 2,
      "reviewScore": 0,
      "commentScore": 0,
      "summary": "saoirse102345-blip: Focused on expanding the ecosystem's capabilities by proposing a new architectural direction for financial transactions. They initiated a feature request for a Payment Infrastructure Plugin to enable agent-to-agent and agent-to-user payments within the elizaos/eliza repository (#6443). This contribution highlights a strategic focus on developing core utility and financial interoperability for the platform."
    },
    {
      "username": "rookdaemon",
      "avatarUrl": "https://avatars.githubusercontent.com/u/258400181?u=f806b5798e056f9384e53da900fdcd3d7bc24c14&v=4",
      "totalScore": 2,
      "prScore": 0,
      "issueScore": 2,
      "reviewScore": 0,
      "commentScore": 0,
      "summary": "rookdaemon: Focused on architectural improvements for agent scalability by initiating a discussion on inter-agent coordination. They proposed a framework for cross-instance communication in elizaos/eliza (#6514) to enhance how separate agent instances interact. Their primary focus this month was on high-level system design and multi-agent orchestration."
    },
    {
      "username": "mbatini",
      "avatarUrl": "https://avatars.githubusercontent.com/u/34915878?v=4",
      "totalScore": 2,
      "prScore": 0,
      "issueScore": 2,
      "reviewScore": 0,
      "commentScore": 0,
      "summary": "mbatini: Focused on identifying and reporting integration issues within the elizaos-plugins ecosystem. They documented a technical hurdle regarding embedding errors in the Ollama plugin via issue #17. Their primary focus this month was on troubleshooting and improving the reliability of the elizaos-plugins/plugin-ollama repository."
    },
    {
      "username": "fiv3fingers",
      "avatarUrl": "https://avatars.githubusercontent.com/u/59544796?u=58c2849a3bd9087a4d2e0a5d31ba3cba75babfd6&v=4",
      "totalScore": 2,
      "prScore": 0,
      "issueScore": 2,
      "reviewScore": 0,
      "commentScore": 0,
      "summary": "fiv3fingers: Focused on expanding the security capabilities of the platform by proposing the integration of a new audit module. They initiated this effort by opening issue #6468 in elizaos/eliza to advocate for the addition of an EVM audit module. Their primary focus this month was on architectural planning and security enhancements within the EVM ecosystem."
    },
    {
      "username": "coolRoger",
      "avatarUrl": "https://avatars.githubusercontent.com/u/33861624?u=ae40d02de875befc512751127f1082a22b464264&v=4",
      "totalScore": 2,
      "prScore": 0,
      "issueScore": 2,
      "reviewScore": 0,
      "commentScore": 0,
      "summary": "coolRoger: Focused on expanding integration flexibility by identifying a need for custom OpenAI endpoint support. They initiated a feature request in elizaos/eliza (#6490) to allow for greater configuration options within the OpenAI provider. Their primary focus this month was on architectural feedback and enhancing the extensibility of the platform's API connections."
    },
    {
      "username": "basedmereum",
      "avatarUrl": "https://avatars.githubusercontent.com/u/223933470?v=4",
      "totalScore": 2,
      "prScore": 0,
      "issueScore": 2,
      "reviewScore": 0,
      "commentScore": 0,
      "summary": "basedmereum: Focused on expanding ecosystem capabilities by proposing the integration of the SOLPRISM plugin for verifiable AI reasoning on Solana. This contribution was initiated through the creation of issue #6454 in the elizaos/eliza repository. Their primary focus this month was on architectural planning for blockchain-based AI verification."
    },
    {
      "username": "JKHeadley",
      "avatarUrl": "https://avatars.githubusercontent.com/u/12631935?u=e1a3e2005973fbf5526f5dccd04b6310e2476946&v=4",
      "totalScore": 2,
      "prScore": 0,
      "issueScore": 2,
      "reviewScore": 0,
      "commentScore": 0,
      "summary": "JKHeadley: Focused on ecosystem expansion and strategic integration by proposing the MoltBridge Trust & Discovery Layer as an enhancement for the Eliza framework. This contribution, detailed in issue elizaos/eliza#6501, outlines a path for improving discovery and trust mechanisms within the project. Their primary focus this month was on architectural planning and integration proposals."
    },
    {
      "username": "tdnupe3",
      "avatarUrl": "https://avatars.githubusercontent.com/u/25161668?u=94680b6bcbcfce954c7a9dd09d667a3919953041&v=4",
      "totalScore": 0.2,
      "prScore": 0,
      "issueScore": 0,
      "reviewScore": 0,
      "commentScore": 0.2,
      "summary": null
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  ],
  "newPRs": 38,
  "mergedPRs": 18,
  "newIssues": 41,
  "closedIssues": 65,
  "activeContributors": 35
}