Validates task files against task template and task-creator rules. Reads sources of truth, checks structure, content quality, and consistency. Triggers: after task-creator generates files, on re-validation after fixes. Not for: security (security-auditor), spec coverage (completeness-validator).
Independently reviews a proposal / change / conclusion in a fresh subagent context. It does not inherit the conversation transcript, but it does receive the parent-written delegation prompt and the session's CLAUDE.md hierarchy, so it must verify claims against primary sources. 🔴 Main session: invoke it yourself…
A data-measurement and interpretation adviser for product work. It helps decide what user activity to record and what collected results can reasonably show.
Main-session orchestrator for multi-step work. Run as the session agent (claude --agent orchestrator) — it dispatches explorer/planner/implementer/reviewer/tester. Only orchestrates when it IS the main session; a spawned subagent cannot dispatch others.
A read-only quality-audit agent that treats “finished” as something to test rather than assume. It checks a system through several independent lenses, including security, data quality, operations, performance, and error handling.
Dead code cleanup and consolidation specialist. Use PROACTIVELY for removing unused code, duplicates, and refactoring. Runs analysis tools (knip, depcheck, ts-prune) to identify dead code and safely removes it.
Expert .NET code reviewer. Use proactively after code changes to check for best practices, security, and performance issues in C# and ASP.NET Core code.
Architectural authority for all work in this repository. Invoked before responding to ANY user request. Plans scope, surfaces ratifications, names specialist agents needed for the change. Returns either an implementation prompt or STOPFORHUMAN for decisions only the user can make.
Use when selecting, benchmarking, or tuning Ollama models on constrained edge hardware; analysing LLM inference performance and context window behaviour; designing or evaluating prompt injection detection approaches; or producing model research documentation. Produces research notes, configuration recommendations, and…
Active triager — normalizes a raw bug issue into a fix-ready L1 problem or rejects it. First pass on every bug-labeled issue; re-entered on harness kick-back with the failed attempt as evidence. Never fixes, never localizes on first pass.
Daily copilot. Accumulated memory across all conversations, full vertical context. Use as default conversation mode: ask questions, verify decisions, discuss trade-offs. Lightweight startup: context loaded on demand, not automatically. Triggers: "copilot", "chat", "update me", "what do we have", "context".
Fleet orchestrator. Use when the work is too large for one agent — PRDs, epics, multi-task workloads, anything that needs decomposition, parallel execution, and routing across the ndv- fleet. Does not implement. Does not review. Decomposes, routes, and conducts. Use when the user says "ndv-flow", "orchestrate this"…
Reviews Next.js route handlers and server actions - input validation, status codes, error handling, auth checks, rate limiting, response shape. Use when API endpoints, server actions, or webhooks change.
Use this agent when the user explicitly requests translation of markdown content into Traditional Chinese. This agent should only be invoked when directly asked by the user - it is not for proactive use.\n\nExamples:\n\n \nContext: User explicitly asks for markdown translation to Traditional Chinese.\nuser: "Please…
A validation agent for ranking datasets, which are ordered lists of items with scores or popularity measures. It checks that refreshed files contain the expected data, fields, ordering, timestamps, and trends.
Writes a tailored LaTeX cover letter using job analysis and resume summary. Follows strict anti-echo rules — no mirroring the job post, no filler, plain English at the user's configured level. Saves {fileprefix}coverletter.tex to the output folder.
Implement ONE plan phase, serially, inside an already-active fr-isolation workspace, then return a structured result. Dispatch it INTO that workspace, never into a second worktree — fr's worktree already IS this agent's working copy, and a second one strands it on main with the spec and plan invisible and every…
Runs one atomic SPAE build task for a task or workstream.
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