DevOps

Run formatting, lint, typecheck, and tests for this repo; use when validating changes or investigating CI failures.

Inspect Forgejo repositories through the REST API and web endpoints, especially Actions CI, task/run metadata, logs, package registry tags, haku-state CI, and…

用百炼 CLI (`bl`) 走完"数据→微调训练→导出→部署→调用"的完整闭环，或跳过训练直接部署基座模型。支持文本模型（SFT/DPO/CPT）、音频 TTS 模型（CosyVoice）、图像生成模型（Wan2.7）和视频生成模型（Wan…

Prevents private infrastructure details (node hostnames, internal project names, local usernames and personal emails, absolute home paths, private and VPN IP…

Your climate and energy brain trust.

Monitor a pull request through review and CI.

AWS Bedrock AgentCore comprehensive expert for deploying and managing AI agents at scale.

Use when a user asks to debug or fix failing GitHub PR checks that run in GitHub Actions.

Classify the differences between two OpenAPI 3.x JSON documents (or two JSON Schemas, with local $ref resolved) as BREAKING or compatible, and fail on any…

Fail a change that weakens a deterministic control (deleted or skipped tests, lowered thresholds, disabled workflow steps, edited control files, added…

Prove that every acceptance criterion (AC-<n>) in a plan.md has at least one passing test and that no test mapped to a criterion failed, by reading JUnit XML…

Structure, draft, validate, and track the Architect's decision records (docs/decisions/NNNN-slug.md) and escalations with a default date.

Search, bind, validate, and certify entries of the Forge, the catalog of certified reusable building blocks (shared services, libraries, templates, interface…

Maintain and validate the Learn hypothesis ledger (specs/learn/hypotheses.md): add Open hypotheses, list reviews and feature deletions that are due, compute a…

Author and validate incident records (docs/incidents/<date>-<slug>.md): detect, mitigate first, diagnose with correlated evidence, repair with a failing test…

Structure, validate, and hand off persistent Meeting Packs from client meeting transcripts: normalize a plain-text transcript, build a pack (summary…

Structure, author, and validate the migration documentation set (assessment.md, migration-plan.md, runbook.md) for moving an application from one…

Gate a change on its Mutation Testing Bar: read a Stryker mutation-testing-elements JSON (or a generic killed/survived summary), compute the mutation score…

Scaffold a working GitHub Pages website from a vetted template and wire it to deploy automatically.

Babysit a GitHub pull request through CI and review closure.

Send Telegram Bot notifications for development events, CI/CD pipeline status, and AGENTS.md progress updates.

gh for PR state, discussions, CI diagnosis, replies, and nontrivial GitHub commands; fix-pr invokes it.

Initialize an AI-native development workspace with spec-driven workflow infrastructure.

Diagnose where recent CI feedback time and compute go across PR types, GitHub runners, BuildBuddy provisioning, Bazel analysis/actions/tests and critical…