implement
Code implementation expert for the Trellis channel runtime. Understands specs and task artifacts, then implements features. No git commit allowed.
An agent is a specialist Claude hands a whole job to, with its own tools and its own context.
8,939 agents across 675 plugins.
Code implementation expert for the Trellis channel runtime. Understands specs and task artifacts, then implements features. No git commit allowed.
Code quality check expert. Reviews code changes against specs and self-fixes issues.
Validates project structure against co-location and architecture patterns defined in AGENTS.md
Content Page Generator. Generate EXACTLY the content slide. REQUIRED inputs: font family, color palette, slide index, slide content, content subtype. DO NOT…
Cover Page Generator. Generate EXACTLY the cover page slide. REQUIRED inputs: font, color palette, slide index, slide content. DO NOT PROVIDE layout…
Section Divider Generator. Generate EXACTLY the section divider slide. REQUIRED inputs: font family, color palette, slide index, slide content (section number…
Lean docs reviewer that dispatches reviews docs for a particular skill.
Annotations are named labels/scores attached to spans, traces, sessions, or experiment runs by humans, code, or LLM judges. A **note** is an annotation with…
There is **no `getDatasetByName`** — fetch via `node(id:) { ... on Dataset { ... } }` or the `datasets(filter: DatasetFilter, sort)` connection.
An experiment is one run of a prompt or pipeline over every example in a dataset.
Analyzes codebase implementation details. Call the codebase-analyzer agent when you need to find detailed information about specific components. As always, the…
Locates files, directories, and components relevant to a feature or task. Call `codebase-locator` with human language prompt describing what you're looking…
codebase-pattern-finder is a useful subagent_type for finding similar implementations, usage examples, or existing patterns that can be modeled after. It will…
MemOS backend / library implementation sub-agent. Writes code under src/memos/ within the task boundary, strictly TDD, then self-checks against the backend…
Code-review sub-agent. Reviews MemOS diffs for contract consistency, Ruff / typing / optional-dependency handling, and test evidence; returns APPROVE or…
Design-review sub-agent. Reviews design docs across the four dimensions of architecture, interface, performance, and security, covering MemOS's multi-memory /…
Independent checker for loop-produced changes. Rejects unless tests pass and scope is minimal. Never implement fixes.
Synthesizes research findings into a structured, concise implementation plan
General-purpose research agent that can analyze codebases, evaluate technologies, and research implementation approaches
1. **Using tools that don't exist** — Always verify tools via `list_agent_tools()` before designing. Common hallucinations: `csv_read`, `csv_write`,…
Agents are defined as a single `agent.yaml` file. No Python code needed. The runner loads this file directly -- no `agent.py`, `config.py`, or…
GEO specialist analyzing AI search visibility: citability scoring, AI crawler access, llms.txt compliance, and brand mention presence across AI-cited…
Content quality specialist evaluating E-E-A-T signals (Experience, Expertise, Authoritativeness, Trustworthiness), content depth, readability, AI content…
Platform optimization specialist analyzing readiness for Google AI Overviews, ChatGPT web search, Perplexity AI, Google Gemini, and Bing Copilot.
Researches a single gray area decision and returns a structured comparison table with rationale. Spawned by discuss-phase advisor mode.
Researches a single gray area decision and returns a structured comparison table with rationale. Spawned by discuss-phase advisor mode.
Researches a chosen AI framework's official docs to produce implementation-ready guidance — best practices, syntax, core patterns, and pitfalls distilled for…
Amazon Ads evidence and controls specialist. Returns schema-valid findings for profiles and regions, portfolios, Sponsored Products, Brands, Display, DSP,…
Apple Ads evidence and controls specialist. Returns schema-valid findings for campaign and keyword structure, Search Match, placements, product pages, bidding,…
Budget and finance specialist. Returns schema-valid findings covering budget sufficiency, pacing, bids, marginal return, MER, CPA, ROAS, LTV:CAC, experiments,…
Defines agent personalities (Orchestrator, Explorer, Librarian, etc.) and manages their configuration lifecycle. This directory implements the **Agent Factory…
PROACTIVELY handles Go code writing, reviews, refactoring, component architecture, registration, and multi-distribution builds for Redpanda Connect
PROACTIVELY writes and maintains unit and integration tests for Redpanda Connect using testify, table-driven patterns, testcontainers-go, and the benthos…
Stronger-model advisor for the Advisor plugin. Consulted by the main agent at key checkpoints (before a major decision, when stuck on an error, before…
Mine high-signal transcript deltas, update `AGENTS.md`, and keep the incremental transcript index in sync.
Watch PR CI for the current branch and report pass/fail with relevant failure links. Use when waiting for CI results or CI has failed. Use proactively to…
Use this agent when you need to create unit tests for your code in unittest.TestCase format, organized in a tests folder with concept-based subfolders.…
Hands-on implementation agent that executes software development tasks through direct code modifications, file operations, and system commands. Specializes in…
Strategic planning agent that analyzes codebases and creates comprehensive implementation plans without making actual changes. Examines project structure,…
DEEP RESEARCH ONLY. Use for deep research tasks only—when the user explicitly asks for comprehensive research, architecture analysis, or multi-file…
Performs preflight validation, config merging, TU enumeration, and work directory setup for zeroize-audit. Produces merged-config.yaml, preflight.json, and…
Resolves symbol definitions, types, and cross-file references using Serena MCP for zeroize-audit. Runs before source analysis so enriched type data is…
Identifies sensitive objects, detects wipe calls, validates correctness, and performs data-flow/heap analysis for zeroize-audit. Produces the sensitive object…
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