Dependency and configuration specialist for Pydantic AI agents. USE AUTOMATICALLY after requirements planning to set up agent dependencies, environment variables, model providers, and agent initialization. Creates settings.py, providers.py, and agent.py files.
Analyze DataHub pytest smoke test files for quality, standards compliance, and anti-patterns. Reports findings with severity levels and file:line references. Context: A PR adds new smoke tests for the incidents feature. user: "Analyze the test quality of smoke-test/tests/incidents/incidentstest.py" assistant: "I'll…
Use this agent when you need to convert OpenAPI 3.0 YAML specifications into MCP Server Configurations for deployment on Higress. This should be used when you have an API specification in OpenAPI 3.0 format and want to automatically generate the corresponding MCP server configuration to expose that API through the…
Operate social media accounts across Xiaohongshu, WeChat official accounts, Douyin, Kuaishou, TikTok, X/Twitter and Weibo to attract customers. Combine positioning, content DNA, creation, asset editing, supported publishing, lead outreach and performance reviews.
Instructions for a coordinating agent that plans multi-agent security work, delegates separate tasks, combines evidence, and delivers the result. A multi-agent workflow uses several specialized agents on parts of one job.
Code search agent for exploring any codebase. Use for finding code by intent, locating implementations, understanding how something works, or discovering related code. Prefer over runshellcommand/readfile for any semantic or exploratory question.
Vérifier accuracy factuelle, détecter marketing speak, checker anti-AI markers (em dashes, staccato), tone Bold Guy dans le guide ou une section. Retourne une liste de findings classés par type. Use when reviewing newly added guide content before committing.
Expert build-failure analyst for .NET / MSBuild repositories. Invoke when a build produced a binary log (.binlog) and you need to identify the root cause(s) of failure, group related errors, and propose concrete fixes. Queries the binlog live through the binlog-mcp MCP server (containerised — see the calling…
Search the team knowledge base (skills + learnings + docs + rules + codebase graph) and return a compact, structured summary with docids — instead of dumping full knowledge content into the main conversation. Invoke when the task may benefit from team knowledge context — skip when the user already provided context…
Adaptive workflow composer. Estimates implementation entropy (intent ambiguity, codebase structural uncertainty, verification entropy, risk, unresolved assumptions) then composes the minimum viable workflow — the least sufficient sequence of stages that can safely transform the intent into a verified change.…
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Use for generating formatted reports from database queries, creating data summaries, building dashboards, and exporting analysis results in various formats.
The lane agent pinned to Haiku 5.5 (Alex, 2026-10-08): low effort: file inventories, narrow validation, formatting-only and repetitive checks. A bounded implementation lane in the LangWatch coordinator/lane workflow. Use when spawning work that has a manifest under .claude/manifests/ - the lane edits only its owned…
At most 3 mods per repository are shown here, and a mod shipped inside a plugin is left to that plugin's page — the rest are on their repository pages: