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Drive Omnigent the way a user does and prove a behavior with recorded evidence, using an isolated server, runner, and mock model plus a feature map of every user entry point. Load before reproducing a user-facing bug, before claiming a fix works, or when reviewing whether a change covered every surface (session vs. new-session composer, terminal strip vs. agent terminal, all twelve native harnesses). Covers the web UI, native harness terminals, and the CLI.

日本語の概要は準備中です。原文の説明を表示しています。

Check the full candidate diff, affected consumers, focused tests, evidence identities, and verification gaps.

日本語の概要は準備中です。原文の説明を表示しています。

Turn a range of commits or merged PRs into a changelog entry grouped by change type. Use when the user asks for release notes, a changelog, or "what changed" between two points.

日本語の概要は準備中です。原文の説明を表示しています。

Commit the validated fix and follow local-only, workflow-owned, or direct PR publication.

日本語の概要は準備中です。原文の説明を表示しています。

End-to-end test the polly multi-agent coding orchestrator's critical user journeys (CUJs). Two halves — a deterministic mock-LLM driver (polly_cuj.py) that boots a throwaway local server + mock LLM and asserts the substrate (boot, bridged sys_* tool dispatch, the blast_radius / spawn_bounds / headless_subagent_purpose_guard guardrails, fan-out delegation), and a live real-CLI recipe (real claude/codex/pi, real worktrees/PRs) for polly's actual judgment. Load when developing, testing, or debugging examples/polly — its config.yaml, the claude_code/codex/pi sub-agents, the investigate/fanout/cross-review skills, or the omnigent.inner.nessie.policies guardrails — or reproducing a polly orchestration bug.

日本語の概要は準備中です。原文の説明を表示しています。

Reference guide for building new Omnigent harness integrations — covers SDK/subprocess harnesses and native harnesses as separate tracks, each with their own feature matrix, implementation patterns, and prioritized checklist.

日本語の概要は準備中です。原文の説明を表示しています。

Find the root cause, implement a focused fix, and prove behavior with targeted tests and recordings.

日本語の概要は準備中です。原文の説明を表示しています。

Drive an open PR through current CI, independent Polly and OCR reviews, preview, and maintainer handoff.

日本語の概要は準備中です。原文の説明を表示しています。