rUv

Evaluate proposed repository harness changes with pinned Darwin tools and explicit evidence limits.

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Inspect repository session replay and verify configured MetaHarness field memory boundaries before reusing outcomes.

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Turn a feature request into a minimal, file-level implementation plan before any code.

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Inspect repository session replay and verify configured MetaHarness field memory boundaries before reusing outcomes.

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Plan changes to this repository using its domain CLI, MCP boundaries, and harness validation evidence.

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Evaluate proposed repository harness changes with pinned Darwin tools and explicit evidence limits.

The English summary is being prepared. Showing the original description.

Plan changes to this repository using its domain CLI, MCP boundaries, and harness validation evidence.

The English summary is being prepared. Showing the original description.

Inspect repository session replay and verify configured MetaHarness field memory boundaries before reusing outcomes.

The English summary is being prepared. Showing the original description.

Evaluate proposed repository harness changes with pinned Darwin tools and explicit evidence limits.

The English summary is being prepared. Showing the original description.

Inspect repository session replay and verify configured MetaHarness field memory boundaries before reusing outcomes.

The English summary is being prepared. Showing the original description.

Plan changes to this repository using its domain CLI, MCP boundaries, and harness validation evidence.

The English summary is being prepared. Showing the original description.

Evaluate proposed repository harness changes with pinned Darwin tools and explicit evidence limits.

The English summary is being prepared. Showing the original description.

Run and explain the RuField deterministic synthetic benchmark and local sensing dashboard. Use for a RuField demo, quickstart, benchmark baseline, or viewer smoke test.

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Validate RuField CSI or ultrasonic recording replay and its fusion boundary. Use for captured CSI JSONL, BatVu ultrasonic replay, replay adapter integration, or replay regression diagnosis.

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Audit RuField tests, trust boundaries, privacy projections, and evidence promotion. Use for conformance review, security regression review, release validation, or checking whether field accuracy claims have support.

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Turn a feature request into a minimal, file-level implementation plan before any code.

The English summary is being prepared. Showing the original description.

Turn a feature request into a minimal, file-level implementation plan before any code.

The English summary is being prepared. Showing the original description.

Persistent, adaptive vector memory for agents on a ruOS desktop — a Rust-native vector database with local semantic embeddings, HNSW retrieval, and graph relationships. Use to remember and recall across sessions with no database server or API key.

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Self-learning pre/post-task hooks and model/task routing from the Ruflo CLI, on a ruOS desktop. Use to add coordination, formatting, and learning around Claude Code operations, or to route work by complexity/cost.

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Store and semantically search agent memory with ONNX vector embeddings on a ruOS desktop, using the Ruflo CLI. Use to persist patterns/decisions across sessions and recall them by meaning rather than exact key.

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Spin up a coordinated multi-agent swarm (hierarchical or mesh topology) to work a complex, multi-file task on a ruOS desktop. Use when a task needs 3+ agents working in parallel with anti-drift coordination; skip for single-file edits.

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Search and inspect the harness memory namespace (HNSW + emergent-time decay).

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Run one safe self-improvement cycle: hypothesize → experiment → record → (maybe) federate.

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Query the witness-anchored ruLake cache — search, verify, explain, or refresh. Returns ranked results plus a decision_trace block with cost, latency, witness match, and substrates used.

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