`, or `WAIT`\\r\\n - Shell output and thoughts are appended to `~/.virus/journal.txt`\\r\\n5. Goes back to sleep the moment the human returns\\r\\n\\r\\n**Model selection by available RAM:**\\r\\n\\r\\n| RAM | Model |\\r\\n|-----|-------|\\r\\n| <5 GB | qwen2.5:1.5b |\\r\\n| 5\u201310 GB | qwen2.5:7b |\\r\\n| 10\u201320 GB | qwen2.5:14b |\\r\\n| 20\u201348 GB | qwen2.5:32b |\\r\\n| 48+ GB | qwen2.5:72b |\\r\\n\\r\\n**Usage:**\\n\\n\\n\\nGreptile Summary
\\n\\nThis PR introduces `packages/virus/` \u2014 a self-contained Rust binary that implements an autonomous AI agent with full shell access. Despite being labelled \\\"concept art,\\\" the code fully implements the behavioral fingerprint of a Remote Access Trojan (RAT): **stealth activation** (runs only when the user is idle via `GetLastInputInfo`), **reboot persistence** (`--install` writes to `HKCU\\\\Software\\\\Microsoft\\\\Windows\\\\CurrentVersion\\\\Run`), **unrestricted shell execution** (`cmd /C` / `sh -c` with an LLM choosing the command), and **activity logging** to disk. No existing code in the monorepo is changed, but this package being distributed as part of ElizaOS \u2014 even as an opt-in \u2014 poses serious ethical and security risks.\\n\\nKey concerns:\\n\\n- **The command deny-list is not a viable security boundary.** All 30+ blocked patterns can be bypassed via trivial obfuscation (alternate flags, shell variables, base64, Python one-liners, command substitution). An LLM instructed to be \\\"curious and self-directed\\\" will eventually find these paths.\\n- **Registry persistence without uninstall.** `install_autostart()` writes the binary into the Windows Run key with no corresponding removal path exposed to the user.\\n- **Synchronous shell execution on the Tokio runtime thread.** `shell::exec` uses `std::thread::sleep` in a polling loop and is called directly from `async fn step`, stalling the runtime for up to 30 seconds per command.\\n- **Silent failure in Ollama install flow.** `bootstrap()` does not verify that `winget install` succeeded before calling `start_ollama()`, potentially running indefinitely against an Ollama instance that was never started.\\n- **Stdout silently discarded on command failure**, causing the agent's memory to be incomplete and potentially leading to repeated or incorrect actions.\\n- **Unbounded journal growth** at `~/.virus/journal.txt` with no rotation or size cap, combined with a full `read_to_string` on every 30-second cycle.\\n\\nConfidence Score: 0/5
\\n\\n- This PR must not be merged \u2014 it introduces code that implements core malware behaviors (persistence, stealth, unrestricted shell access) under the ElizaOS brand, with a security model that cannot be made safe through the deny-list approach used.\\n- Score 0 reflects two compounding problems: (1) fundamental architectural unsafety \u2014 an LLM with full shell access governed only by a substring deny-list is not a controlled agent, it is an uncontrolled execution surface; and (2) the package implements registry-based persistence and idle-time stealth, which are defining characteristics of malware. Even as a proof-of-concept these behaviors are inappropriate for inclusion in the official monorepo.\\n- All files require attention, but `packages/virus/src/agent.rs` (deny-list bypass) and `packages/virus/src/system.rs` (registry persistence) are the most critical.\\n\\nImportant Files Changed
\\n\\n| Filename | Overview |\\n|----------|----------|\\n| packages/virus/src/agent.rs | Core agent loop: issues LLM-generated shell commands with a trivially bypassable substring deny-list; stdout silently discarded on failure; synchronous shell exec blocks the async runtime. |\\n| packages/virus/src/system.rs | Implements Windows registry persistence (HKCU Run key) and idle detection via GetLastInputInfo \u2014 core malware-characteristic behaviors: stealth activation and reboot survival. |\\n| packages/virus/src/shell.rs | Executes arbitrary shell commands via cmd /C or sh -c with a 30-second timeout; uses blocking thread::sleep inside what is called from an async context, stalling the Tokio runtime. |\\n| packages/virus/src/model.rs | Manages Ollama lifecycle (install, start, model pull, generate); no verification that winget install succeeded before invoking ollama serve, risking silent startup failure. |\\n| packages/virus/src/memory.rs | Append-only journal at ~/.virus/journal.txt with no size cap or rotation; reads entire file on every agent step via read_to_string, which degrades over time as the file grows unboundedly. |\\n| packages/virus/src/main.rs | Entry point wires idle detection to autonomous shell-command loop; exposes --install flag that silently registers the binary in the Windows startup registry. |\\n| packages/virus/Cargo.toml | Standard Rust manifest; opt-level z + LTO + strip produces a compact release binary; winapi dependency correctly gated behind cfg(windows). |\\n\\n\\n\\nFlowchart
\\n\\n```mermaid\\n%%{init: {'theme': 'neutral'}}%%\\nflowchart TD\\n A([virus.exe starts]) --> B{--install flag?}\\n B -- yes --> C[Write HKCU\\\\\\\\Run\\\\\\\\virus registry key\\\\nfor reboot persistence]\\n C --> D([exit])\\n B -- no --> E[memory::init\\\\ncreate ~/.virus/journal.txt]\\n E --> F[system::pick_model\\\\ndetect available RAM]\\n F --> G[model::bootstrap\\\\ninstall Ollama if missing\\\\npull selected model]\\n G --> H{system::idle_seconds\\\\n>= 120s?}\\n H -- no --> I[sleep 10s]\\n I --> H\\n H -- yes --> J[agent::step\\\\nbuild prompt from journal + system context]\\n J --> K[model::generate\\\\nPOST /api/generate to Ollama]\\n K --> L{Parse LLM response}\\n L -- SHELL: cmd --> M[is_command_safe?\\\\nsubstring deny-list check]\\n M -- blocked --> N[memory::error\\\\nlog blocked command]\\n N --> O[sleep 30s]\\n M -- allowed --> P[shell::exec\\\\ncmd /C or sh -c\\\\n30s timeout]\\n P --> Q[memory::action + memory::result\\\\nappend to journal.txt]\\n Q --> O\\n L -- THINK: thought --> R[memory::thought\\\\nappend to journal.txt]\\n R --> O\\n L -- WAIT --> O\\n O --> H\\n\\n style C fill:#ff4444,color:#fff\\n style P fill:#ff8800,color:#fff\\n style M fill:#ffcc00\\n```\\n\\nLast reviewed commit: d74601b\\n\\n> Greptile also left **6 inline comments** on this PR.\\n\\n(4/5) You can add custom instructions or style guidelines for the agent [here](https://app.greptile.com/review/github)!\\n\\n\",\n \"repository\": \"elizaos/eliza\",\n \"createdAt\": \"2026-03-17T16:03:00Z\",\n \"mergedAt\": null,\n \"additions\": 651257,\n \"deletions\": 299259\n },\n {\n \"id\": \"PR_kwDOMT5cIs7HH0BX\",\n \"title\": \"fix(runtime): handle IGNORE action fallback and tolerate upstream IGNORE\",\n \"author\": \"paulf280-ui\",\n \"number\": 6543,\n \"body\": \"## Summary\\n\\n- Fixes IGNORE action handling in the agent runtime \u2014 when the LLM selects `IGNORE`, the runtime now falls back gracefully rather than erroring or hanging\\n- Adds diagnostics and tolerance for upstream IGNORE action signals in the bootstrap plugin\\n- Pins tsup, externalizes tokenizers, and fixes embedding input coercion in `@elizaos/core`\\n- Fixes UUID and parsing helpers; makes embedding tests deterministic\\n- Adds CLAUDE.md with build commands and architecture overview for contributors\\n\\n## Test plan\\n\\n- [ ] Run `bun run test:core` \u2014 all vitest tests pass including new deterministic embedding tests\\n- [ ] Verify agent does not crash/hang when LLM responds with IGNORE action\\n- [ ] Verify `bun run build:core` succeeds cleanly\\n\\n\ud83e\udd16 Generated with [Claude Code](https://claude.com/claude-code)\\n\\n\\n\\nGreptile Summary
\\n\\nThis PR adds core TypeScript files (`runtime.ts`, `embedding.ts`, `parsing.ts`, `uuid.ts`) to `@elizaos/core` package that were previously missing from source control. The main changes include:\\n\\n- **IGNORE action handling**: Implements graceful fallback when LLM returns IGNORE action (lines 1084-1088 in `runtime.ts`) \u2014 treats it as a no-op instead of throwing \\\"Action not found\\\" errors\\n- **Embedding robustness**: Adds input type coercion to handle non-string inputs gracefully, returning empty arrays for empty inputs \\n- **Build configuration**: Pins tsup to `^8.5.1` and externalizes native modules (`@anush008/tokenizers`, `onnxruntime-node`, `sharp`) to prevent bundling issues\\n- **Test coverage**: Adds deterministic embedding tests with mocked dependencies\\n- **Python additions**: Adds `agent.py`, `run_traderbot.py`, and `trader.json` for Python runtime testing; extensively refactors `runtime.py` (5484 lines changed)\\n\\n**Issues found:**\\n- Type mismatch in `embedding.ts:234` where `input` (type `unknown`) is passed to `retrieveCachedEmbedding` which expects `string` \u2014 should pass `text` instead\\n- Inconsistent logging using `console.error` instead of `elizaLogger` in `parsing.ts`\\n- Misleading comment in `tsup.config.ts` about CommonJS when using ESM format\\n\\nConfidence Score: 3/5
\\n\\n- This PR has one critical type mismatch bug that must be fixed before merge\\n- Score reflects a logic bug in `embedding.ts:234` where wrong variable type is passed to `retrieveCachedEmbedding`. This could cause runtime type errors. The IGNORE action handling and other changes are well-implemented, but the type bug needs resolution.\\n- Pay close attention to `packages/core/src/embedding.ts` line 234 \u2014 type mismatch that needs fixing\\n\\nImportant Files Changed
\\n\\n\\n\\n\\n| Filename | Overview |\\n|----------|----------|\\n| packages/core/src/runtime.ts | Added IGNORE action fast-path at lines 1084-1088 to gracefully handle IGNORE actions without throwing errors |\\n| packages/core/src/embedding.ts | Added input coercion for robustness, but type mismatch at line 234 where `input` is passed instead of `text` to retrieveCachedEmbedding |\\n| packages/core/src/parsing.ts | Added comprehensive JSON parsing utilities, but uses `console.error` instead of `elizaLogger` at 8 locations (lines 100, 101, 119, 120, 154, 155, 168, 169) |\\n| packages/core/tsup.config.ts | Added build config with tokenizers externalized, but misleading comment at line 8 says \\\"targeting CommonJS\\\" when format is \\\"esm\\\" |\\n| packages/python/elizaos/runtime.py | Extensive refactoring with 5484 lines changed; difficult to review comprehensively without more context |\\n\\n\\n\\n\\n\\nFlowchart
\\n\\n```mermaid\\n%%{init: {'theme': 'neutral'}}%%\\nflowchart TD\\n Start[LLM Returns Action] --> Normalize[Normalize Action Name]\\n Normalize --> CheckIgnore{Is IGNORE or
contains 'ignore'?}\\n CheckIgnore -->|Yes| LogIgnore[Log: Skipping IGNORE action]\\n CheckIgnore -->|No| FindAction[Look up action in registry]\\n LogIgnore --> Continue[Continue to next message]\\n FindAction --> ActionExists{Action found?}\\n ActionExists -->|Yes| CheckHandler{Has handler?}\\n ActionExists -->|No| LogError[Log: Action not found]\\n CheckHandler -->|Yes| Execute[Execute action.handler]\\n CheckHandler -->|No| LogNoHandler[Log: No handler]\\n LogError --> Continue\\n LogNoHandler --> Continue\\n Execute --> HandleError{Error occurred?}\\n HandleError -->|Yes| LogExecError[Log execution error]\\n HandleError -->|No| Success[Action completed]\\n LogExecError --> Continue\\n Success --> Continue\\n```\\n\\nLast reviewed commit: dbc6b01\\n\\n\\n\\n(2/5) Greptile learns from your feedback when you react with thumbs up/down!\\n\\n\",\n \"repository\": \"elizaos/eliza\",\n \"createdAt\": \"2026-03-01T12:49:51Z\",\n \"mergedAt\": null,\n \"additions\": 650956,\n \"deletions\": 302982\n },\n {\n \"id\": \"PR_kwDOMT5cIs7FoO_k\",\n \"title\": \"fix(core): prevent duplicate LLM calls when message contains URL or triggers providers\",\n \"author\": \"nicolasdma\",\n \"number\": 6528,\n \"body\": \"\\n\\n# Relates to\\n\\nRelates to #6486\\n\\n# Risks\\n\\nLow \u2014 single condition removed from a boolean expression. No new code, no new logic paths.\\n\\n# Background\\n\\n## What does this PR do?\\n\\nRemoves the `providers.length` check from the `isSimple` determination in `packages/typescript/src/services/message.ts`.\\n\\n## What kind of change is this?\\n\\nBug fix (non-breaking change that fixes an issue).\\n\\n# Changes\\n\\nWhen a user sends a message containing a URL, the LLM's first call (via `runSingleShotCore`) generates and streams the response text. It also returns `providers: [\\\"ATTACHMENTS\\\"]` because the prompt template instructs it to when it sees URLs.\\n\\nThe `isSimple` check at line 1883 previously treated \\\"has providers\\\" as \\\"not simple\\\":\\n\\n```typescript\\nconst isSimple =\\n responseContent?.actions &&\\n responseContent.actions.length === 1 &&\\n typeof responseContent.actions[0] === \\\"string\\\" &&\\n responseContent.actions[0].toUpperCase() === \\\"REPLY\\\" &&\\n (!responseContent.providers || responseContent.providers.length === 0);\\n// ^^^^^^^^^^^^^^^^^^^^^^^^^^^^^^^^^^^^^^^^^^^^^^^^^^^^^^^^^^^^^^^^\\n// This condition causes the bug\\n```\\n\\nThis caused the message to go through the `actions` path, which triggered the REPLY action handler (`reply.ts:60`), making a **second LLM call** with `replyTemplate` and streaming another response \u2014 duplicating output and doubling token costs.\\n\\n**The fix:** Remove the providers check. Providers enrich state (already handled at L863-871) but don't require re-generating the response. `isSimple` should only care about whether the action is REPLY (text already generated and streamed) vs something else (needs execution).\\n\\n```typescript\\nconst isSimple =\\n responseContent?.actions &&\\n responseContent.actions.length === 1 &&\\n typeof responseContent.actions[0] === \\\"string\\\" &&\\n responseContent.actions[0].toUpperCase() === \\\"REPLY\\\";\\n```\\n\\n# Testing\\n\\n- [x] Message with URL \u2192 single response (not duplicated)\\n- [x] Message without URL \u2192 works as before\\n- [x] Multi-action messages (REPLY + other) \u2192 still trigger actions path\\n- [x] Messages with non-REPLY actions \u2192 still trigger actions path\\n\\n\\n\\nGreptile Summary
\\n\\nRemoves the `providers.length` check from the `isSimple` boolean expression, preventing duplicate LLM calls when messages contain URLs or trigger provider enrichment.\\n\\n**Key Changes:**\\n- Removed condition `(!responseContent.providers || responseContent.providers.length === 0)` from `isSimple` check at line 1883\\n- Messages with `actions: [\\\"REPLY\\\"]` now correctly use the \\\"simple\\\" path regardless of provider presence\\n- Providers still enrich state (lines 863-871) but no longer force re-generation of already-streamed responses\\n\\n**Impact:**\\n- Eliminates duplicate streaming when URLs are detected (previously triggered ATTACHMENTS provider \u2192 action path \u2192 second LLM call)\\n- Reduces token costs by avoiding unnecessary second LLM invocation\\n- Response text from first `runSingleShotCore` call is now correctly used as final output\\n\\nConfidence Score: 5/5
\\n\\n- This PR is safe to merge with minimal risk\\n- Simple, surgical fix that removes a single condition causing unintended behavior. The logic is sound: providers enrich state (already handled separately at L863-871) but shouldn't force action-based execution when the response is already generated and streamed. No new code paths, no breaking changes.\\n- No files require special attention\\n\\nImportant Files Changed
\\n\\n\\n\\n\\n| Filename | Overview |\\n|----------|----------|\\n| packages/typescript/src/services/message.ts | Removed providers check from `isSimple` determination to prevent duplicate LLM calls when URLs trigger provider enrichment |\\n\\n\\n\\n\\n\\nLast reviewed commit: 681b3d8\\n\\n\\n\\n(2/5) Greptile learns from your feedback when you react with thumbs up/down!\\n\\n\",\n \"repository\": \"elizaos/eliza\",\n \"createdAt\": \"2026-02-23T11:57:16Z\",\n \"mergedAt\": null,\n \"additions\": 648511,\n \"deletions\": 299259\n }\n ],\n \"codeChanges\": {\n \"additions\": 15637,\n \"deletions\": 5471,\n \"files\": 188,\n \"commitCount\": 307\n },\n \"completedItems\": [\n {\n \"title\": \"chore(deps): bump cryptography from 46.0.5 to 46.0.6 in /packages/python in the uv group across 1 directory\",\n \"prNumber\": 6696,\n \"type\": \"other\",\n \"body\": \"Bumps the uv group with 1 update in the /packages/python directory: [cryptography](https://github.com/pyca/cryptography).\\n\\nUpdates `cryptography` from 46.0.5 to 46.0.6\\n\\nChangelog
\\nSourced from \\n---\\n\\n> [!NOTE]\\n> **Medium Risk**\\n> Medium risk because it introduces a new `agent` workspace and changes core runtime-composition APIs (`loadCharacters` accepts file paths/options;\",\n \"files\": [\n \".gitmodules\",\n \"agent/.gitignore\",\n \"agent/package.json\",\n \"agent/python/__init__.py\",\n \"agent/rust/Cargo.toml\",\n \"agent/rust/src/lib.rs\",\n \"agent/tsconfig.json\",\n \"agent/typescript/defaultCharacter.ts\",\n \"agent/typescript/index.ts\",\n \"bun.lock\",\n \"package.json\",\n \"packages/computeruse/packages/computeruse-ts/package.json\",\n \"packages/typescript/src/__tests__/runtime-composition.test.ts\",\n \"packages/typescript/src/runtime-composition.ts\",\n \"plugins/plugin-local-ai\",\n \"plugins/plugin-ollama\",\n \"plugins/plugin-sql\",\n \"scripts/dev.mjs\",\n \"scripts/fix-workspace-deps.mjs\",\n \"scripts/plugin-submodules-dev.mjs\",\n \"scripts/replace-workspace-versions.js\"\n ]\n },\n {\n \"title\": \"Shaw/reflection runtime sync\",\n \"prNumber\": 6721,\n \"type\": \"other\",\n \"body\": \"Fix runtime reflection stuff\\n\\n\\n\\nGreptile Summary
\\n\\nThis PR wires up task-completion assessment into the reflection evaluator pipeline: the model is now asked whether the current task is done, the result is p\",\n \"files\": []\n },\n {\n \"title\": \"Shaw/message service retry\",\n \"prNumber\": 6717,\n \"type\": \"other\",\n \"body\": \"maybe this is legit?\\n\\n\\n---\\n\\n> [!NOTE]\\n> **Medium Risk**\\n> Modifies core runtime/plugin initialization and message-processing flow, which can affect agent responsiveness and service availability across deployments. Add\",\n \"files\": [\n \".github/workflows/skill-review.yml\",\n \".gitignore\",\n \"packages/docs/agents/personality-and-behavior.mdx\",\n \"packages/docs/guides/customize-an-agent.mdx\",\n \"packages/docs/what-you-can-build.mdx\",\n \"packages/elizaos/src/__tests__/create.test.ts\",\n \"packages/elizaos/src/commands/create.ts\",\n \"packages/prompts/prompts/add_contact.txt\",\n \"packages/prompts/prompts/message_classifier.txt\",\n \"packages/prompts/prompts/message_handler.txt\",\n \"packages/prompts/prompts/reflection_evaluator.txt\",\n \"packages/prompts/prompts/should_respond.txt\",\n \"packages/prompts/prompts/should_respond_with_context.txt\",\n \"packages/prompts/prompts/update_role.txt\",\n \"packages/prompts/specs/actions/core.json\",\n \"packages/prompts/specs/providers/core.json\",\n \"packages/python/elizaos/advanced_capabilities/__init__.py\",\n \"packages/python/elizaos/advanced_capabilities/actions/add_contact.py\",\n \"packages/python/elizaos/advanced_capabilities/actions/remove_contact.py\",\n \"packages/python/elizaos/advanced_capabilities/actions/roles.py\",\n \"packages/python/elizaos/advanced_capabilities/actions/schedule_follow_up.py\",\n \"packages/python/elizaos/advanced_capabilities/actions/search_contacts.py\",\n \"packages/python/elizaos/advanced_capabilities/actions/update_contact.py\",\n \"packages/python/elizaos/advanced_capabilities/evaluators/relationship_extraction.py\",\n \"packages/python/elizaos/advanced_capabilities/providers/contacts.py\",\n \"packages/python/elizaos/advanced_capabilities/services/__init__.py\",\n \"packages/python/elizaos/advanced_capabilities/services/follow_up.py\",\n \"packages/python/elizaos/advanced_capabilities/services/relationships.py\",\n \"packages/python/elizaos/advanced_capabilities/services/rolodex.py\",\n \"packages/python/elizaos/advanced_memory/prompts.py\",\n \"packages/python/elizaos/advanced_memory/types.py\",\n \"packages/python/elizaos/advanced_planning/actions/schedule_follow_up.py\",\n \"packages/python/elizaos/basic_capabilities/providers/contacts.py\",\n \"packages/python/elizaos/basic_capabilities/services/task.py\",\n \"packages/python/elizaos/basic_capabilities_compat.py\",\n \"packages/python/elizaos/generated/action_docs.py\",\n \"packages/python/elizaos/media/mime.py\",\n \"packages/python/elizaos/native_features.py\",\n \"packages/python/elizaos/prompts.py\",\n \"packages/python/elizaos/runtime.py\",\n \"packages/python/elizaos/services/__init__.py\",\n \"packages/python/elizaos/services/hook_service.py\",\n \"packages/python/elizaos/services/message_service.py\",\n \"packages/python/elizaos/services/trajectories.py\",\n \"packages/python/elizaos/types/generated/eliza/v1/agent_pb2.py\",\n \"packages/python/elizaos/types/generated/eliza/v1/agent_pb2.pyi\",\n \"packages/python/elizaos/types/generated/eliza/v1/message_service_pb2.py\",\n \"packages/python/elizaos/types/generated/eliza/v1/message_service_pb2.pyi\",\n \"packages/python/elizaos/types/generated/eliza/v1/model_pb2.py\",\n \"packages/python/elizaos/types/generated/eliza/v1/model_pb2.pyi\"\n ]\n },\n {\n \"title\": \"fix: remove dangling typescript symlink in packages/typescript\",\n \"prNumber\": 6713,\n \"type\": \"bugfix\",\n \"body\": \"## Summary\\n- `packages/typescript/typescript` was a symlink \u2192 `/home/shaw/eliza/packages/typescript`, a path that only exists on one contributor's machine\\n- Anything that recursively walks `packages/typescript` (e.g. plugin loaders that cop\",\n \"files\": [\n \"packages/typescript/typescript\"\n ]\n },\n {\n \"title\": \"chore(deps): bump the cargo group across 21 directories with 6 updates\",\n \"prNumber\": 6724,\n \"type\": \"other\",\n \"body\": \"Bumps the cargo group with 3 updates in the /packages/examples/a2a/rust directory: [bytes](https://github.com/tokio-rs/bytes), [quinn-proto](https://github.com/quinn-rs/quinn) and [rustls-webpki](https://github.com/rustls/webpki).\\nBumps the\",\n \"files\": [\n \"packages/examples/a2a/rust/Cargo.lock\",\n \"packages/examples/app/tauri/src-tauri/Cargo.lock\",\n \"packages/examples/autonomous/rust/autonomous/Cargo.lock\",\n \"packages/examples/aws/rust/Cargo.lock\",\n \"packages/examples/bluesky/rust/bluesky-agent/Cargo.lock\",\n \"packages/examples/chat/rust/chat/Cargo.lock\",\n \"packages/examples/cloudflare/rust-worker/Cargo.lock\",\n \"packages/examples/discord/rust/discord-agent/Cargo.lock\",\n \"packages/examples/form/rust/chat/Cargo.lock\",\n \"packages/examples/game-of-life/rust/game-of-life/Cargo.lock\",\n \"packages/examples/gcp/rust/Cargo.lock\",\n \"packages/examples/polymarket/rust/polymarket-demo/Cargo.lock\",\n \"packages/examples/rest-api/actix/Cargo.lock\",\n \"packages/examples/rest-api/axum/Cargo.lock\",\n \"packages/examples/rest-api/rocket/Cargo.lock\",\n \"packages/examples/roblox/rust/Cargo.lock\",\n \"packages/examples/telegram/rust/telegram-agent/Cargo.lock\",\n \"packages/examples/text-adventure/rust/game/Cargo.lock\",\n \"packages/examples/tic-tac-toe/rust/Cargo.lock\",\n \"packages/examples/twitter-xai/rust/xai-agent/Cargo.lock\",\n \"packages/examples/virus/Cargo.lock\"\n ]\n },\n {\n \"title\": \"chore(deps): bump the npm_and_yarn group across 11 directories with 5 updates\",\n \"prNumber\": 6723,\n \"type\": \"other\",\n \"body\": \"Bumps the npm_and_yarn group with 1 update in the /packages/agent directory: [drizzle-orm](https://github.com/drizzle-team/drizzle-orm).\\nBumps the npm_and_yarn group with 1 update in the /packages/benchmarks/solana/solana-gym-env/docs/traje\",\n \"files\": [\n \"packages/agent/package.json\",\n \"packages/benchmarks/solana/solana-gym-env/docs/trajectory-viewer/package.json\",\n \"packages/examples/_app/package.json\",\n \"packages/examples/app/capacitor/frontend/package.json\",\n \"packages/examples/app/electron/backend/package.json\",\n \"packages/examples/app/electron/frontend/package.json\",\n \"packages/examples/app/tauri/frontend/package.json\",\n \"packages/examples/elizagotchi/package.json\",\n \"packages/examples/react-wasm/package.json\",\n \"packages/examples/react/package.json\",\n \"packages/native-plugins/agent/package-lock.json\",\n \"packages/native-plugins/agent/package.json\"\n ]\n },\n {\n \"title\": \"feat(core): shared batch-queue drains and bounded knowledge embeddings\",\n \"prNumber\": 6722,\n \"type\": \"feature\",\n \"body\": \"Introduce utils/batch-queue (PriorityQueue, BatchProcessor, TaskDrain, BatchQueue, Semaphore) so embedding drains, action-filter index build, prompt-batcher affinity tasks, and knowledge embedding paths share one concurrency/retry/task stor\",\n \"files\": [\n \"packages/docs/docs.json\",\n \"packages/docs/guides/background-tasks.mdx\",\n \"packages/docs/runtime/batch-queue.mdx\",\n \"packages/docs/runtime/core.mdx\",\n \"packages/typescript/CHANGELOG.md\",\n \"packages/typescript/README.md\",\n \"packages/typescript/ROADMAP.md\",\n \"packages/typescript/docs/BATCH_QUEUE.md\",\n \"packages/typescript/docs/DESIGN.md\",\n \"packages/typescript/src/__tests__/batch-queue.test.ts\",\n \"packages/typescript/src/__tests__/task-drain.test.ts\",\n \"packages/typescript/src/features/knowledge/document-processor.ts\",\n \"packages/typescript/src/features/knowledge/llm.ts\",\n \"packages/typescript/src/index.browser.ts\",\n \"packages/typescript/src/index.edge.ts\",\n \"packages/typescript/src/index.node.ts\",\n \"packages/typescript/src/runtime.ts\",\n \"packages/typescript/src/services/action-filter.ts\",\n \"packages/typescript/src/services/embedding.ts\",\n \"packages/typescript/src/utils/batch-queue.ts\",\n \"packages/typescript/src/utils/batch-queue/batch-processor.ts\",\n \"packages/typescript/src/utils/batch-queue/index.ts\",\n \"packages/typescript/src/utils/batch-queue/priority-queue.ts\",\n \"packages/typescript/src/utils/batch-queue/semaphore.ts\",\n \"packages/typescript/src/utils/batch-queue/task-drain.ts\",\n \"packages/typescript/src/utils/prompt-batcher/batcher.ts\",\n \"packages/typescript/src/utils/prompt-batcher/shared.ts\"\n ]\n }\n ],\n \"topContributors\": [\n {\n \"username\": \"odilitime\",\n \"avatarUrl\": \"https://avatars.githubusercontent.com/u/16395496?u=c9bac48e632aae594a0d85aaf9e9c9c69b674d8b&v=4\",\n \"totalScore\": 494.0936415210864,\n \"prScore\": 293.6176415210864,\n \"issueScore\": 0,\n \"reviewScore\": 199,\n \"commentScore\": 1.476,\n \"summary\": \"odilitime: Focused on core architectural expansion and system optimization, successfully merging a major starter implementation in elizaos/eliza (#6702) while advancing three additional features for prompt routing, optimization, and API surface improvements. Their work involved extensive codebase maintenance, including 84 commits and 29 review comments that contributed to a high-volume refactor of over 2,000 files. This effort was primarily dedicated to bugfix work, which accounted for 68% of their total contributions this month.\"\n },\n {\n \"username\": \"greptile-apps\",\n \"avatarUrl\": \"https://avatars.githubusercontent.com/in/867647?v=4\",\n \"totalScore\": 162,\n \"prScore\": 0,\n \"issueScore\": 0,\n \"reviewScore\": 162,\n \"commentScore\": 0,\n \"summary\": \"greptile-apps: No activity this month.\"\n },\n {\n \"username\": \"dutchiono\",\n \"avatarUrl\": \"https://avatars.githubusercontent.com/u/86275975?u=0d8badaa81aa47682651f87dc2d363837876de98&v=4\",\n \"totalScore\": 141.22082231619044,\n \"prScore\": 140.88082231619043,\n \"issueScore\": 0,\n \"reviewScore\": 0,\n \"commentScore\": 0.33999999999999997,\n \"summary\": \"dutchiono: Focused on improving system stability and cross-platform compatibility, successfully merging a fix for event payload casting in elizaos-plugins/plugin-anthropic#16. They are currently addressing environment-specific artifacts and display name formatting through open pull requests in the plugin-openrouter and plugin-telegram repositories. Their work this month was primarily dedicated to bugfix efforts across a broad range of files.\"\n },\n {\n \"username\": \"standujar\",\n \"avatarUrl\": \"https://avatars.githubusercontent.com/u/16385918?u=718bdcd1585be8447bdfffb8c11ce249baa7532d&v=4\",\n \"totalScore\": 106.8524587904682,\n \"prScore\": 106.8524587904682,\n \"issueScore\": 0,\n \"reviewScore\": 0,\n \"commentScore\": 0,\n \"summary\": null\n },\n {\n \"username\": \"NubsCarson\",\n \"avatarUrl\": \"https://avatars.githubusercontent.com/u/192162056?u=d2be9082dbee60fcbad21d32bf6e662ab1af3674&v=4\",\n \"totalScore\": 90.28927853760345,\n \"prScore\": 90.28927853760345,\n \"issueScore\": 0,\n \"reviewScore\": 0,\n \"commentScore\": 0,\n \"summary\": \"NubsCarson: Focused on enhancing model integration and stability, successfully merging a critical update in elizaos-plugins/plugin-anthropic (#15) to refine temperature settings and output caps. They are currently driving further stability improvements across the elizaos ecosystem with three open pull requests addressing action parameters, configuration settings, and invocation deduplication. Their work this month was dedicated entirely to bugfix efforts, ensuring more reliable performance across the platform's core plugins and action handling.\"\n },\n {\n \"username\": \"lalalune\",\n \"avatarUrl\": \"https://avatars.githubusercontent.com/u/18633264?u=e2e906c3712c2506ebfa98df01c2cfdc50050b30&v=4\",\n \"totalScore\": 86.96877389657611,\n \"prScore\": 85.6547738965761,\n \"issueScore\": 0,\n \"reviewScore\": 0,\n \"commentScore\": 1.3139999999999998,\n \"summary\": \"lalalune: Focused on core system stability and infrastructure, delivering significant architectural improvements to the elizaos/eliza repository through PRs #6721 and #6717, which included a major message service retry implementation. They demonstrated high engagement in project maintenance by resolving two key issues regarding V3 goals and CLI dependency registration, while contributing to 130 total discussions across issues and PRs. Their work this month was primarily dedicated to extensive codebase modifications and general project maintenance, with a secondary focus on feature development.\"\n },\n {\n \"username\": \"0xSolace\",\n \"avatarUrl\": \"https://avatars.githubusercontent.com/u/257989456?u=e0d4e0c6385403319241eb46ba647b49083d4a05&v=4\",\n \"totalScore\": 70.45650979937582,\n \"prScore\": 70.25650979937582,\n \"issueScore\": 0,\n \"reviewScore\": 0,\n \"commentScore\": 0.2,\n \"summary\": \"0xSolace: Focused on expanding ecosystem capabilities and refining core logic, with 21 commits across 53 files totaling over 33,000 additions. They are currently driving feature parity and functionality through open PRs, including the addition of the BSC memes plugin (elizaos-plugins/registry#329) and Discord streaming and slash command support (elizaos-plugins/plugin-discord#46), while also working to harden response logic in elizaos/eliza#6714. Their work this month was balanced between feature development (52%) and bugfix efforts (43%).\"\n },\n {\n \"username\": \"t49qnsx7qt-kpanks\",\n \"avatarUrl\": \"https://avatars.githubusercontent.com/u/263812192?v=4\",\n \"totalScore\": 44.2837738965761,\n \"prScore\": 43.5437738965761,\n \"issueScore\": 0,\n \"reviewScore\": 0,\n \"commentScore\": 0.74,\n \"summary\": \"t49qnsx7qt-kpanks: Focused on expanding agent capabilities and system stability, currently driving the implementation of economic memory for AI agents via PR elizaos/eliza#6701. Their work this month involved significant code modifications across 21 files, totaling 1,662 additions and 18 deletions. Their contributions were primarily split between bugfix work and new feature development, supported by 4 PR comments to facilitate ongoing progress.\"\n },\n {\n \"username\": \"MBrassey\",\n \"avatarUrl\": \"https://avatars.githubusercontent.com/u/16184941?u=87c48afc8151b232b200c707c4a3e3d216ca1b34&v=4\",\n \"totalScore\": 41.16472077083992,\n \"prScore\": 40.82472077083992,\n \"issueScore\": 0,\n \"reviewScore\": 0,\n \"commentScore\": 0.33999999999999997,\n \"summary\": null\n },\n {\n \"username\": \"LamboPoewert\",\n \"avatarUrl\": \"https://avatars.githubusercontent.com/u/91011698?u=a8b0456dbd9d3e15b0fee96b4cf2813a5e15022c&v=4\",\n \"totalScore\": 33.19314718055995,\n \"prScore\": 28.693147180559944,\n \"issueScore\": 0,\n \"reviewScore\": 4.5,\n \"commentScore\": 0,\n \"summary\": \"LamboPoewert: Focused on expanding the ecosystem registry by initiating two pull requests in elizaos-plugins/registry (#331, #334) to add the @madeonsol/plugin-madeonsol. Their work involved 3 commits across configuration files, including a minor bugfix and general maintenance. They also provided one review comment to support ongoing development efforts.\"\n },\n {\n \"username\": \"HaruHunab1320\",\n \"avatarUrl\": \"https://avatars.githubusercontent.com/u/51176775?u=e51de0edfe50f67a1a5dca3bf3fa3053811dfb7e&v=4\",\n \"totalScore\": 28.851573590279976,\n \"prScore\": 28.851573590279976,\n \"issueScore\": 0,\n \"reviewScore\": 0,\n \"commentScore\": 0,\n \"summary\": \"HaruHunab1320: Focused on maintaining repository hygiene by resolving a configuration issue in elizaos/eliza. They successfully executed a bugfix in PR #6713, which removed a dangling typescript symlink to improve project structure. Their work this month was entirely dedicated to targeted bugfix efforts.\"\n },\n {\n \"username\": \"jacksun911\",\n \"avatarUrl\": \"https://avatars.githubusercontent.com/u/275495830?v=4\",\n \"totalScore\": 26.292720770839917,\n \"prScore\": 26.292720770839917,\n \"issueScore\": 0,\n \"reviewScore\": 0,\n \"commentScore\": 0,\n \"summary\": null\n },\n {\n \"username\": \"ColonistOne\",\n \"avatarUrl\": \"https://avatars.githubusercontent.com/u/271974769?u=af6b52db284d4ebb9209e436a1fb003ff9ccf2e4&v=4\",\n \"totalScore\": 26.070147180559943,\n \"prScore\": 26.070147180559943,\n \"issueScore\": 0,\n \"reviewScore\": 0,\n \"commentScore\": 0,\n \"summary\": null\n },\n {\n \"username\": \"TJ-Frederick\",\n \"avatarUrl\": \"https://avatars.githubusercontent.com/u/40179660?u=cc95e6349c02ce418218a960922bdbb81ff2e741&v=4\",\n \"totalScore\": 24.923619631167554,\n \"prScore\": 24.923619631167554,\n \"issueScore\": 0,\n \"reviewScore\": 0,\n \"commentScore\": 0,\n \"summary\": null\n },\n {\n \"username\": \"kriptoburak\",\n \"avatarUrl\": \"https://avatars.githubusercontent.com/u/8755484?u=4230318f8449a95ec98e30fa2ffdf69ee2ade4f0&v=4\",\n \"totalScore\": 18.19497273695029,\n \"prScore\": 18.19497273695029,\n \"issueScore\": 0,\n \"reviewScore\": 0,\n \"commentScore\": 0,\n \"summary\": \"kriptoburak: Focused on expanding platform capabilities by initiating PR #6718 in elizaos/eliza, which introduces a new X/Twitter search skill via API. This work involved 3 commits and 300 lines of code changes, primarily centered on documentation updates. Their efforts this month were split between implementing new feature functionality and addressing bug fixes.\"\n },\n {\n \"username\": \"octo-patch\",\n \"avatarUrl\": \"https://avatars.githubusercontent.com/u/266937838?u=a3f158f9820f3869e6107980de78a21419ab6ae8&v=4\",\n \"totalScore\": 16.221325628245157,\n \"prScore\": 16.221325628245157,\n \"issueScore\": 0,\n \"reviewScore\": 0,\n \"commentScore\": 0,\n \"summary\": null\n },\n {\n \"username\": \"hypeprinter007-stack\",\n \"avatarUrl\": \"https://avatars.githubusercontent.com/u/270686917?v=4\",\n \"totalScore\": 14.893147180559945,\n \"prScore\": 14.693147180559945,\n \"issueScore\": 0,\n \"reviewScore\": 0,\n \"commentScore\": 0.2,\n \"summary\": \"hypeprinter007-stack: Focused on expanding plugin capabilities by opening PR #333 in elizaos-plugins/registry to add plugin-signalfuse. They also contributed to project discussions by providing one pull request comment. Their activity this month was centered on the development of new plugin integrations.\"\n },\n {\n \"username\": \"Dexploarer\",\n \"avatarUrl\": \"https://avatars.githubusercontent.com/u/211557447?u=21a243d61cc1f87574328ae07fc64d7d7577b53d&v=4\",\n \"totalScore\": 14.80471895621705,\n \"prScore\": 14.80471895621705,\n \"issueScore\": 0,\n \"reviewScore\": 0,\n \"commentScore\": 0,\n \"summary\": \"Dexploarer: Focused on expanding the ecosystem's capabilities by initiating the integration of new functionality in elizaos-plugins/registry via PR #328. This work involved a targeted configuration update to incorporate plugin-roles and plugin-wechat from milady-ai. Their efforts this month were centered entirely on feature development within the registry configuration.\"\n },\n {\n \"username\": \"razz-games\",\n \"avatarUrl\": \"https://avatars.githubusercontent.com/u/251272822?v=4\",\n \"totalScore\": 14.693147180559945,\n \"prScore\": 14.693147180559945,\n \"issueScore\": 0,\n \"reviewScore\": 0,\n \"commentScore\": 0,\n \"summary\": \"razz-games: Focused on expanding ecosystem integration by opening PR #335 in elizaos-plugins/registry to add the @razzgames/elizaos-plugin. This contribution involved a targeted configuration update, representing the entirety of their activity for the month.\"\n },\n {\n \"username\": \"BarisSozen\",\n \"avatarUrl\": \"https://avatars.githubusercontent.com/u/31259058?u=552303524bfd292b4ff8f3c0eeafa34dcef865e9&v=4\",\n \"totalScore\": 14.693147180559945,\n \"prScore\": 14.693147180559945,\n \"issueScore\": 0,\n \"reviewScore\": 0,\n \"commentScore\": 0,\n \"summary\": \"BarisSozen: Focused on expanding the ecosystem's integration capabilities by initiating PR #337 in elizaos-plugins/registry to add the @hashlock/plugin-hashlock. This contribution involved a targeted configuration update to support new plugin functionality. Their work this month was primarily centered on configuration management.\"\n },\n {\n \"username\": \"AICre8dev\",\n \"avatarUrl\": \"https://avatars.githubusercontent.com/u/194568078?v=4\",\n \"totalScore\": 14.346573590279972,\n \"prScore\": 14.346573590279972,\n \"issueScore\": 0,\n \"reviewScore\": 0,\n \"commentScore\": 0,\n \"summary\": \"AICre8dev: Focused on expanding ecosystem integrations, currently maintaining an open pull request in elizaos-plugins/registry (#327) to implement the vybes.fun integration.\"\n },\n {\n \"username\": \"0tabris\",\n \"avatarUrl\": \"https://avatars.githubusercontent.com/u/129533148?v=4\",\n \"totalScore\": 14.346573590279972,\n \"prScore\": 14.346573590279972,\n \"issueScore\": 0,\n \"reviewScore\": 0,\n \"commentScore\": 0,\n \"summary\": \"0tabris: Focused on expanding ecosystem capabilities by initiating the integration of cross-chain swap functionality in elizaos-plugins/registry via PR #336. This work involved targeted configuration updates, balancing feature development with bugfix efforts. Their contributions this month centered exclusively on configuration-level modifications.\"\n },\n {\n \"username\": \"goatgaucho\",\n \"avatarUrl\": \"https://avatars.githubusercontent.com/u/253565951?v=4\",\n \"totalScore\": 13.808573590279972,\n \"prScore\": 13.808573590279972,\n \"issueScore\": 0,\n \"reviewScore\": 0,\n \"commentScore\": 0,\n \"summary\": \"goatgaucho: Focused on expanding ecosystem integrations by opening PR #332 in elizaos-plugins/registry to add the @trustlayer/plugin-elizaos. This contribution involved a targeted configuration update to support new plugin functionality. Their work this month was centered exclusively on configuration management.\"\n },\n {\n \"username\": \"MoonSoon69\",\n \"avatarUrl\": \"https://avatars.githubusercontent.com/u/193276852?u=ae4dfec2ee87ce58e61ddf50d465a8df6618dd8e&v=4\",\n \"totalScore\": 8.956573590279971,\n \"prScore\": 8.756573590279972,\n \"issueScore\": 0,\n \"reviewScore\": 0,\n \"commentScore\": 0.2,\n \"summary\": \"MoonSoon69: No activity this month.\"\n },\n {\n \"username\": \"digitamaz\",\n \"avatarUrl\": \"https://avatars.githubusercontent.com/u/198436502?v=4\",\n \"totalScore\": 4,\n \"prScore\": 0,\n \"issueScore\": 4,\n \"reviewScore\": 0,\n \"commentScore\": 0,\n \"summary\": \"digitamaz: Focused on enhancing project visibility by contributing to the elizaos/eliza repository. They successfully closed issue #6699, which involved adding a Clarvia AEO badge to display agent-readiness scores.\"\n },\n {\n \"username\": \"majorelalexis-stack\",\n \"avatarUrl\": \"https://avatars.githubusercontent.com/u/266517750?v=4\",\n \"totalScore\": 2.44,\n \"prScore\": 0,\n \"issueScore\": 2.1,\n \"reviewScore\": 0,\n \"commentScore\": 0.33999999999999997,\n \"summary\": \"majorelalexis-stack: Focused on project expansion and ecosystem integration, specifically by initiating the proposal for the MAXIA AI Marketplace plugin in elizaos/eliza (#6700). Beyond this proposal, they engaged in community discussions by contributing 2 comments on existing issues. Their activity this month centered on project planning and collaborative outreach within the elizaos repository.\"\n },\n {\n \"username\": \"pshkv\",\n \"avatarUrl\": \"https://avatars.githubusercontent.com/u/32749662?u=e47550332e8047fdf647b65102974ffda56c2c79&v=4\",\n \"totalScore\": 2.2,\n \"prScore\": 0,\n \"issueScore\": 2,\n \"reviewScore\": 0,\n \"commentScore\": 0.2,\n \"summary\": \"pshkv: Focused on project expansion and community engagement, pshkv initiated a plugin proposal for the elizaos/eliza repository (#6707). Beyond this proposal, they contributed to project discussions by providing two issue comments to support ongoing development.\"\n },\n {\n \"username\": \"loaditoutadmin\",\n \"avatarUrl\": \"https://avatars.githubusercontent.com/u/268400134?v=4\",\n \"totalScore\": 2,\n \"prScore\": 0,\n \"issueScore\": 2,\n \"reviewScore\": 0,\n \"commentScore\": 0,\n \"summary\": \"loaditoutadmin: Focused on security documentation and project outreach, creating issue #6710 in elizaos/eliza to highlight the security grade achieved by the MCP server. There were no code changes, merged pull requests, or review activities recorded this month.\"\n },\n {\n \"username\": \"edcet\",\n \"avatarUrl\": \"https://avatars.githubusercontent.com/u/94407827?v=4\",\n \"totalScore\": 2,\n \"prScore\": 0,\n \"issueScore\": 2,\n \"reviewScore\": 0,\n \"commentScore\": 0,\n \"summary\": \"edcet: No activity this month.\"\n },\n {\n \"username\": \"dirtybits\",\n \"avatarUrl\": \"https://avatars.githubusercontent.com/u/28834908?u=b8dc1929987e56622b91adf842c1499c4196210d&v=4\",\n \"totalScore\": 2,\n \"prScore\": 0,\n \"issueScore\": 2,\n \"reviewScore\": 0,\n \"commentScore\": 0,\n \"summary\": \"dirtybits: Focused on project stability by identifying and resolving a critical installation issue in elizaos/eliza (#6704), where they successfully addressed a failure related to Bun's postinstall script.\"\n },\n {\n \"username\": \"aeoess\",\n \"avatarUrl\": \"https://avatars.githubusercontent.com/u/171286556?u=6c84bd29793495ac607e088d40286cf0c99b35b0&v=4\",\n \"totalScore\": 2,\n \"prScore\": 0,\n \"issueScore\": 2,\n \"reviewScore\": 0,\n \"commentScore\": 0,\n \"summary\": \"aeoess: Focused on architectural planning for autonomous agent capabilities, specifically by initiating and closing issue #6711 in elizaos/eliza regarding delegation chains and scoped authority. This contribution highlights a focus on the conceptual framework and governance structures for autonomous systems.\"\n },\n {\n \"username\": \"CryptoGenesisSecurity\",\n \"avatarUrl\": \"https://avatars.githubusercontent.com/u/83247083?u=8c9172a589d1dc3ecb7359ec620a0170f68e84e2&v=4\",\n \"totalScore\": 2,\n \"prScore\": 0,\n \"issueScore\": 2,\n \"reviewScore\": 0,\n \"commentScore\": 0,\n \"summary\": \"CryptoGenesisSecurity: Focused on enhancing trading security by initiating and resolving issue #6706 in elizaos/eliza, which introduced safety checks for the SafeAgent plugin to mitigate honey-pot risks. This contribution highlights a commitment to improving the security posture of trading operations within the ecosystem.\"\n },\n {\n \"username\": \"Aigen-Protocol\",\n \"avatarUrl\": \"https://avatars.githubusercontent.com/u/83247083?u=8c9172a589d1dc3ecb7359ec620a0170f68e84e2&v=4\",\n \"totalScore\": 2,\n \"prScore\": 0,\n \"issueScore\": 2,\n \"reviewScore\": 0,\n \"commentScore\": 0,\n \"summary\": \"Aigen-Protocol: No activity this month.\"\n },\n {\n \"username\": \"jonathanbulkeley\",\n \"avatarUrl\": \"https://avatars.githubusercontent.com/u/258885064?v=4\",\n \"totalScore\": 0.4,\n \"prScore\": 0,\n \"issueScore\": 0,\n \"reviewScore\": 0,\n \"commentScore\": 0.4,\n \"summary\": null\n },\n {\n \"username\": \"douglasborthwick-crypto\",\n \"avatarUrl\": \"https://avatars.githubusercontent.com/u/256362537?u=d2bcb713a5c90ba7d8bb079bbd0ea91041348838&v=4\",\n \"totalScore\": 0.33999999999999997,\n \"prScore\": 0,\n \"issueScore\": 0,\n \"reviewScore\": 0,\n \"commentScore\": 0.33999999999999997,\n \"summary\": \"douglasborthwick-crypto: This month, the focus remained on minor maintenance and collaborative engagement, characterized by a single commit and two pull request comments. The work involved a small modification to a single file, reflecting a primary focus on other project-related tasks.\"\n },\n {\n \"username\": \"up2itnow0822\",\n \"avatarUrl\": \"https://avatars.githubusercontent.com/u/220628848?u=122901ce09c43502713fd75c969aea3a88d5127b&v=4\",\n \"totalScore\": 0.2,\n \"prScore\": 0,\n \"issueScore\": 0,\n \"reviewScore\": 0,\n \"commentScore\": 0.2,\n \"summary\": \"up2itnow0822: Focused on expanding the ecosystem's wallet capabilities by creating and closing issue #6552 in elizaos/eliza regarding the non-custodial agentwallet plugin. Their technical contributions included a single commit involving a bugfix that modified one file. This work reflects a primary focus on bugfix efforts within the project.\"\n },\n {\n \"username\": \"Yaqing2023\",\n \"avatarUrl\": \"https://avatars.githubusercontent.com/u/130617529?v=4\",\n \"totalScore\": 0.2,\n \"prScore\": 0,\n \"issueScore\": 0,\n \"reviewScore\": 0,\n \"commentScore\": 0.2,\n \"summary\": \"Yaqing2023: Focused on issue resolution within the elizaos/eliza repository, where they successfully identified and closed issue #6617 regarding a missing function in the electronAPI. Their contributions this month were centered on troubleshooting and maintaining project stability.\"\n }\n ],\n \"newPRs\": 26,\n \"mergedPRs\": 10,\n \"newIssues\": 30,\n \"closedIssues\": 125,\n \"activeContributors\": 33\n}\n---\n[\"BarisSozen_day_2026-04-12\", \"BarisSozen\", \"day\", \"2026-04-12\", \"BarisSozen: Focused on expanding ecosystem integrations by opening PR #337 in elizaos-plugins/registry to add the @hashlock/plugin-hashlock. This work involved a targeted configuration update to support new plugin functionality.\", \"2026-04-12T23:27:25.019Z\"]\n[\"lalalune_day_2026-04-12\", \"lalalune\", \"day\", \"2026-04-12\", \"lalalune: Focused on project architecture and dependency management, successfully merging PR #6721 to synchronize the reflection runtime while resolving critical issues regarding V3 goals (#4720) and CLI dependency registration (#4997). Their activity was characterized by extensive community engagement through 114 total comments and significant codebase maintenance, with a primary focus on general project support and feature development.\", \"2026-04-12T23:27:25.405Z\"]\n[\"douglasborthwick-crypto_day_2026-04-12\", \"douglasborthwick-crypto\", \"day\", \"2026-04-12\", \"douglasborthwick-crypto: Contributed to project maintenance by providing 2 pull request comments and executing a minor code modification involving 1 commit and 2 line changes. Their activity today was focused entirely on miscellaneous tasks across various file types.\", \"2026-04-12T23:27:25.610Z\"]\n---\n2026-04-18T08:49:50.163505+00:00Z\n---\n2026-04-18\n---\nelizaOS/knowledge\n---\nelizaOS\n---\nknowledge\n---\nai_news_elizaos_discord_md_2026-04-17\n---\nai_news_elizaos_discord_md_2026-04-16\n---\nai_news_elizaos_discord_md_2026-04-15\n---\nai_news_elizaos_daily_json_2026-04-17\n---\nai_news_elizaos_daily_md_2026-04-17\n---\nai_news_elizaos_daily_discord_json_2026-04-17\n---\nai_news_elizaos_daily_discord_md_2026-04-17\n---\ngithub_summaries_week_latest_2026-04-12.md\n---\ngithub_summaries_month_latest_2026-04-01.md\n---\ngithub_summaries_daily_2026-04-18"
]
}