processing-audio
Converts and processes audio files using ffmpeg. Supports format conversion, sample rate changes, mono/stereo conversion, and segment splitting. Use for "오디오 변환", "wav 변환", "샘플레이트", "ffmpeg" requests.
benchmarking-ml-models
Runs ML model benchmarks and evaluations. Measures inference speed, memory usage, and accuracy metrics. Use for "벤치마크", "모델 평가", "성능 테스트", "inference 속도" requests.
syncing-ml-models
Synchronizes ML model files across servers. Supports rsync-based transfer with bandwidth control and checksum verification. Use for "모델 동기화", "모델 배포", "rsync 모델", "서버로 전송" requests.
deploying-triton
Deploys and manages NVIDIA Triton Inference Server containers. Automates model repository setup, config generation, and health checks. Use for "triton 서버", "triton 실행", "모델 서빙", "inference server" requests.
auditing-security
Audits repository security by analyzing current code and commit history for sensitive information leaks. Detects API keys, passwords, and credentials. Use for "보안 점검", "보안 감사", "security audit", "민감 정보 검사" requests.
skills_sync
Align Codex-native skills with documented skills safely.
trust_layer_tdd
Enforce test-first changes and debug based on failing tests.
update_architecture
Refresh architecture maps after structural changes.
update_kit
Update this documentation kit safely from upstream.
write_adr
Document architectural decisions with context and consequences.
debug-fix-first-run-resolution
Root-cause debugging and first-run bug fixes with reproduction-first workflow, explicit hypotheses, disciplined instrumentation, minimal changes, and validated fixes (repro + tests + feature verification). Use when diagnosing a bug and delivering a verified fix instead of shotgun debugging.
Create Backend Service
Use this skill when adding new backend functionality (API endpoints + business logic).
Create Interactive Menu
Use this skill when creating dropdowns, context menus, or overlays that need a polished UX (open/close animation, click-outside, Escape, etc.).
Create New Indicator
Use this skill when you need to add a new Python indicator to AERA.
ast_injection
Use AST-aware edits to reduce syntax errors and maintain structure.
archaeologist
Detect legacy patterns and guide compatibility decisions.
action_logger
Keep an audit trail of changes, commands, and verification.
agent_manager
Automatically manage agent lifecycle, proposals, and registry.
analyze_repo_capabilities
Detect repo tooling and patterns, then record a dynamic manifest.
autonomy_kickoff
Run the full autonomy bootstrap with minimal questions.
backlog_curator
Maintain a lightweight backlog of high-value tasks discovered during work.
cartographer
Maintain living architecture maps and interaction flows.
clarify_first
Ask clarifying questions and get approval before implementation.
command_guard
Enforce .agentpolicy rules before executing commands.
context_compactor
Compress long-run context into handoff, backlog, and action logs.
detect_commands
Infer and verify install/test/lint/build commands for the repo.
execplan
Create and maintain PLANS.md for long-running or risky tasks.
full_auth
When explicitly authorized, execute end-to-end with a phased plan in one run until Definition of Done is met.
handoff_writer
Write a compact HANDOFF.md snapshot to restore context after session resets.
impact_analyzer
Analyze and document the impact of planned changes.
non_destructive_bootstrap
Install agent docs without overwriting or deleting existing content.
pattern_miner
Extract recurring patterns from action logs and propose automations.
quality_gates
Enforce Definition of Done checks from QUALITY_GATES.md.
refactor_gate
Ask whether to proceed with refactoring after architecture mapping.
repo_indexer
Build and maintain a fast navigation index of the repo.
response_style_selector
Ask the user to pick a response style and persist the preference.
safe_refactor_migration
Plan and execute large refactors with shadow mode and rollback.
safety_validation
Validate changes against .agentignore before commit.
shadow_coder
Build parallel architectures safely without breaking current behavior.
size_guard
Enforce line budgets and rotate or split large context files.
skills_auditor
Detect incorrectly installed skills and report issues.
Create Strategy (LEAN)
Use this skill when you need to add a new LEAN QCAlgorithm strategy in Python.
Create UI Component
Use this skill when creating a new React UI component. It provides a consistent Lumina-style template.
cupertino-ui-consistency
Maintain Cupertino + Lumina visual consistency for the AERA frontend. Use when creating or modifying UI, CSS/tokens, layouts, components, menus/overlays, tables, charts, or interaction states in this repo.
frontend-design-lumina
Design or redesign frontend interfaces in quant-lab with high-quality, production-ready UI/UX while preserving Lumina identity. Use when the user asks for UI polish, visual redesign, page/layout revamp, dashboard/chart UX improvements, interaction quality upgrades, or anti-generic "AI-looking" frontend output.
Plan Task (Architectural)
Use when the user asks for a plan or the task is complex/ambiguous. Enforces AGENTS.md workflow and encourages loading other relevant skills.
Refactor/Slice File
Use this skill when a file exceeds ~350 lines (target) / approaches the 500-line hard cap, or has mixed responsibilities (UI + Logic + Types).
Sync Documentation
Use this skill at the end of a task to ensure documentation matches the code.
verify-debug-mode
Confirm a requested feature change via AERA Debug mode (Debug view, console, logs). Use when validation must happen through Debug UI or when you need to add debug-only probes/commands to make a change observable.
Verify Changes
Use this skill after implementing code to verify correctness before notifying the user.
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