{
  "batch": "read1-010",
  "plugins": [
    {
      "pr": 0,
      "name": "done-bell",
      "does": "Adds turn-completion and approval notifications, a Desktop status chip, and mute controls. [Source](https://raw.githubusercontent.com/aydnOktay/hermes-done-bell-/3fa519a291d91b0e6c44bd42762190363ce80c39/README.md)",
      "useful": 4,
      "reliable": 3,
      "polish": 3,
      "creative": 2,
      "beyond": 4,
      "total": 20,
      "best": "Combines lifecycle hooks with a readable Desktop pane and bounded local event history without needing credentials. [Source](https://raw.githubusercontent.com/aydnOktay/hermes-done-bell-/3fa519a291d91b0e6c44bd42762190363ce80c39/README.md)",
      "worst": "The README uses an author-specific Windows install path and manual pane copying; the supplied tests do not exercise Desktop notification delivery. [Source](https://raw.githubusercontent.com/aydnOktay/hermes-done-bell-/3fa519a291d91b0e6c44bd42762190363ce80c39/desktop/plugin.js)",
      "standout": false,
      "blocked": null
    },
    {
      "pr": 0,
      "name": "homeassistant",
      "does": "Connects Hermes to Home Assistant through a gateway event adapter, four device tools, and standalone notification delivery. [Source](https://raw.githubusercontent.com/NousResearch/hermes-official-plugins/e7a218f26db88426ab3e7376f0e000b6e356f5e7/homeassistant/README.md)",
      "useful": 4,
      "reliable": 5,
      "polish": 4,
      "creative": 3,
      "beyond": 5,
      "total": 26,
      "best": "A genuine platform extension with scoped secrets, bounded network calls, reconnect handling, and detailed service-policy regression tests. [Source](https://raw.githubusercontent.com/NousResearch/hermes-official-plugins/e7a218f26db88426ab3e7376f0e000b6e356f5e7/homeassistant/README.md)",
      "worst": "Device restrictions are opt-in, leaving ordinary service control broadly available unless the operator configures entity filters. [Source](https://raw.githubusercontent.com/NousResearch/hermes-official-plugins/e7a218f26db88426ab3e7376f0e000b6e356f5e7/homeassistant/tools.py)",
      "standout": false,
      "blocked": null
    },
    {
      "pr": 153366,
      "name": "herms-gate",
      "does": "Filters known injection patterns and invisible characters from tool results and gateway input using local deterministic rules. [Source](https://raw.githubusercontent.com/plutoskiz/herms-gate/26b6f797cd3fb3a4f1669953060d6ea3317ac04e/gate.py)",
      "useful": 4,
      "reliable": 3,
      "polish": 4,
      "creative": 3,
      "beyond": 4,
      "total": 22,
      "best": "It intervenes before the model sees tool output, preserves JSON structure, and tests rule parity and metadata-only logging. [Source](https://raw.githubusercontent.com/plutoskiz/herms-gate/26b6f797cd3fb3a4f1669953060d6ea3317ac04e/gate.py)",
      "worst": "Fixed patterns can miss encoded or rephrased attacks and alter legitimate quoted text; on Hermes 0.21.5 hidden-message blocking falls back to a model-facing note. [Source](https://raw.githubusercontent.com/plutoskiz/herms-gate/26b6f797cd3fb3a4f1669953060d6ea3317ac04e/README.md)",
      "standout": false,
      "blocked": null
    },
    {
      "pr": 151989,
      "name": "omni-fabric-runtime",
      "does": "Registers a local SQLite task-and-artifact fabric, request-budget middleware, swarm tools, and numerical cartridge compilers. [Source](https://raw.githubusercontent.com/aidonerightcorp/omni-fabric-runtime/be28e1a7b8c2a518e2947393d9b6a5a97066eba8/__init__.py)",
      "useful": 2,
      "reliable": 2,
      "polish": 2,
      "creative": 4,
      "beyond": 4,
      "total": 18,
      "best": "The lease-fencing store and request middleware provide real runtime capabilities rather than prompt-only orchestration. [Source](https://raw.githubusercontent.com/aidonerightcorp/omni-fabric-runtime/be28e1a7b8c2a518e2947393d9b6a5a97066eba8/__init__.py)",
      "worst": "The pinned tree ships no tests for its very broad runtime, and the advertised holdout trial engine records caller-supplied rewards rather than independently evaluating a model. [Source](https://raw.githubusercontent.com/aidonerightcorp/omni-fabric-runtime/be28e1a7b8c2a518e2947393d9b6a5a97066eba8/__init__.py)",
      "standout": false,
      "blocked": null
    },
    {
      "pr": 152953,
      "name": "session-receipts",
      "does": "Builds offline HTML session receipts and weekly digests from Hermes session and kanban records, with optional redacted copies. [Source](https://raw.githubusercontent.com/ryanomara/hermes-plugin-receipts/c7df9d35f6234eca9adeaa030e450b5ac8ea10e6/receipts/plugin.py)",
      "useful": 4,
      "reliable": 4,
      "polish": 4,
      "creative": 3,
      "beyond": 3,
      "total": 21,
      "best": "Read-only store access, preserved failure history, cost reconciliation, rendered examples, and extensive privacy tests make the reporting useful and reviewable. [Source](https://raw.githubusercontent.com/ryanomara/hermes-plugin-receipts/c7df9d35f6234eca9adeaa030e450b5ac8ea10e6/receipts/plugin.py)",
      "worst": "Redaction remains pattern-based and requires manual review before sharing, while the README still uses placeholder repository install commands. [Source](https://raw.githubusercontent.com/ryanomara/hermes-plugin-receipts/c7df9d35f6234eca9adeaa030e450b5ac8ea10e6/README.md)",
      "standout": false,
      "blocked": null
    },
    {
      "pr": 153602,
      "name": "rung",
      "does": "Connects Hermes completion verification to a code-bound ledger of project checks and exposes tools to plan, run, and inspect that verification. [Source](https://raw.githubusercontent.com/CalQuity/rung/970be4f506c496586a7fec8b818491ceab602e4b/hermes-plugin/tools.py)",
      "useful": 5,
      "reliable": 4,
      "polish": 4,
      "creative": 4,
      "beyond": 5,
      "total": 27,
      "best": "Its pre_verify hook challenges stale passing results, bounds continuation attempts, and keeps feature-map approvals on human slash commands. [Source](https://raw.githubusercontent.com/CalQuity/rung/970be4f506c496586a7fec8b818491ceab602e4b/hermes-plugin/tools.py)",
      "worst": "Checks execute project-configured commands with the inherited environment, so users must trust rung.toml; the separate CLI dependency is version-ranged rather than fixed to the reviewed commit. [Source](https://raw.githubusercontent.com/CalQuity/rung/970be4f506c496586a7fec8b818491ceab602e4b/hermes-plugin/README.md)",
      "standout": true,
      "blocked": null
    },
    {
      "pr": 150613,
      "name": "citation-guard",
      "does": "Checks citations against scholarly registries and appends warnings to Hermes replies for mismatched, missing, or retracted references. [Source](https://raw.githubusercontent.com/ChienNguyen23/hermes-citation-guard/6916b2ae7f561765883c57b32441db049e246113/__init__.py)",
      "useful": 4,
      "reliable": 2,
      "polish": 4,
      "creative": 3,
      "beyond": 4,
      "total": 21,
      "best": "Deterministic registry verification distinguishes network failures from nonexistent references and includes extraction tests and benchmark fixtures. [Source](https://raw.githubusercontent.com/ChienNguyen23/hermes-citation-guard/6916b2ae7f561765883c57b32441db049e246113/__init__.py)",
      "worst": "The optional NCBI API key is read from ordinary config rather than the secret route, and NCBI request URLs containing that key become disk-cache keys. [Source](https://raw.githubusercontent.com/ChienNguyen23/hermes-citation-guard/6916b2ae7f561765883c57b32441db049e246113/sources.py)",
      "standout": false,
      "blocked": null
    },
    {
      "pr": 152625,
      "name": "calendar-agenda",
      "does": "Lists today’s primary Google Calendar events and records private outcome and slot-retention state with guarded end-time changes. [Source](https://raw.githubusercontent.com/sanpeita/hermes-calendar-agenda/cb7faabcdcef8ada4b721730a995e5d60327018d/calendar_agenda_service.py)",
      "useful": 3,
      "reliable": 4,
      "polish": 3,
      "creative": 3,
      "beyond": 3,
      "total": 19,
      "best": "Hermes-managed OAuth, conditional writes, saved original end times, and read-after-write verification make the narrow workflow carefully implemented. [Source](https://raw.githubusercontent.com/sanpeita/hermes-calendar-agenda/cb7faabcdcef8ada4b721730a995e5d60327018d/calendar_agenda_service.py)",
      "worst": "The agenda is fixed to Asia/Tokyo and the primary calendar, and the dashboard surface supplies API routes without a frontend. [Source](https://raw.githubusercontent.com/sanpeita/hermes-calendar-agenda/cb7faabcdcef8ada4b721730a995e5d60327018d/calendar_agenda_service.py)",
      "standout": false,
      "blocked": null
    },
    {
      "pr": 152258,
      "name": "kumi",
      "does": "Gives Hermes local DAW control, audio measurements, undo history, and a Desktop sound-map workspace for Ableton Live, REAPER, and Renoise. [Source](https://raw.githubusercontent.com/user1303836/kumi/7f8b0de9f52d4bca526914c469e084a554388486/hermes-plugin/tools.py)",
      "useful": 3,
      "reliable": 4,
      "polish": 5,
      "creative": 5,
      "beyond": 5,
      "total": 27,
      "best": "Deep DAW integration combines polished sample exploration with scoped secrets, call-bound approvals, paid-job caps, and extensive safety regression tests. [Source](https://raw.githubusercontent.com/user1303836/kumi/7f8b0de9f52d4bca526914c469e084a554388486/hermes-plugin/tools.py)",
      "worst": "Setup depends on a separate downloaded native runtime and DAW bridges, while undo lasts only within the runtime and several advanced features are Live-only. [Source](https://raw.githubusercontent.com/user1303836/kumi/7f8b0de9f52d4bca526914c469e084a554388486/hermes-plugin/README.md)",
      "standout": true,
      "blocked": null
    },
    {
      "pr": 153718,
      "name": "live-translate",
      "does": "Adds local speech recognition, translation, cloned-voice output, captions, and call-audio routing controlled through Hermes tools and a companion app. [Source](https://raw.githubusercontent.com/WestWaters/hermes-live-translator/315085f89fc675b119e1a412ef38873c1365c6da/README.md)",
      "useful": 4,
      "reliable": 2,
      "polish": 5,
      "creative": 4,
      "beyond": 4,
      "total": 23,
      "best": "The implemented multi-process audio pipeline, hardware-aware setup, model routing, and finished companion UI substantially extend local hardware use. [Source](https://raw.githubusercontent.com/WestWaters/hermes-live-translator/315085f89fc675b119e1a412ef38873c1365c6da/README.md)",
      "worst": "The loopback server serves its control token without validating Host and compares Origin to the supplied Host, leaving DNS-rebinding protection incomplete; real-time performance was not exercised in this read-only review. [Source](https://raw.githubusercontent.com/WestWaters/hermes-live-translator/315085f89fc675b119e1a412ef38873c1365c6da/live_translate/server.py)",
      "standout": false,
      "blocked": null
    },
    {
      "pr": 153519,
      "name": "exam-desk",
      "does": "Adds Desktop practice exams with timed assisted or mock sittings, deterministic grading, missed-question drills, and model-assisted review. [Source](https://raw.githubusercontent.com/darshak26/hermes-exam-desk/72340210bb92c1f38831dbff271423785fda2f65/README.md)",
      "useful": 3,
      "reliable": 4,
      "polish": 4,
      "creative": 3,
      "beyond": 4,
      "total": 22,
      "best": "Server-enforced timing, answer-key hiding until submission, concurrency guards, and grading regression tests support a coherent study workflow. [Source](https://raw.githubusercontent.com/darshak26/hermes-exam-desk/72340210bb92c1f38831dbff271423785fda2f65/README.md)",
      "worst": "AI review requires in-process plugin isolation, and paper sourcing or drafting still depends on agent skills and available web tools. [Source](https://raw.githubusercontent.com/darshak26/hermes-exam-desk/72340210bb92c1f38831dbff271423785fda2f65/README.md)",
      "standout": false,
      "blocked": null
    },
    {
      "pr": 153482,
      "name": "airflow-mlops",
      "does": "Adds Airflow monitoring, failure diagnosis, targeted task retries, audit reports, and optional Docker testing of DAG changes. [Source](https://raw.githubusercontent.com/dayzell/MLOps_Assistant_Hermes_x_AirFlow/1417f40f29c28fd7aac571758c34475c6dc11ad9/README.md)",
      "useful": 3,
      "reliable": 3,
      "polish": 4,
      "creative": 3,
      "beyond": 4,
      "total": 21,
      "best": "Read-only defaults, hidden-failure detection, retry previews, approval hooks, and a journal-before-write guard make it more than a reporting prompt. [Source](https://raw.githubusercontent.com/dayzell/MLOps_Assistant_Hermes_x_AirFlow/1417f40f29c28fd7aac571758c34475c6dc11ad9/README.md)",
      "worst": "The pinned plugin branch omits the advertised unit and end-to-end tests, so its complex remediation and DAG-write guards cannot be assessed against shipped regression coverage. [Source](https://raw.githubusercontent.com/dayzell/MLOps_Assistant_Hermes_x_AirFlow/1417f40f29c28fd7aac571758c34475c6dc11ad9/README.md)",
      "standout": false,
      "blocked": null
    }
  ]
}