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SkillsMP has collected 39 skills from Sun-Lab-NBB/ataraxis. Open a skill to review its source and details.
Showing 39 of 39 collected skills.
Guides creation and configuration of MicroControllerInterface, ModuleInterface, and MQTTCommunication instances for microcontroller communication. Covers interface initialization and lifecycle, ModuleInterface subclassing with command and parameter sending,…
Guides creation and configuration of VideoSystem instances for camera acquisition. Covers constructor parameters, lifecycle methods, system ID allocation, and encoding selection. Use when writing code that creates VideoSystem instances or needs to understand…
Canonical reference for the human-facing axci command-line interface. Covers every command and option with its short form, long form, type, default, and effect, the MCP tool each command maps to, its failure modes, and how the CLI path diverges from the MCP…
Orchestrates batch log processing via the ataraxis-communication-interface MCP server: archive discovery, batch preparation, job execution, progress monitoring, cancellation, and error recovery. Use when processing microcontroller log archives, extracting…
Documents the human-facing axvs command-line interface. Covers every command and option with its short form, long form, type, default, and effect, the MCP tool each command maps to, its failure modes, and how the CLI path diverges from the MCP path. Use when…
Orchestrates batch log processing via the ataraxis-video-system MCP server: archive discovery, batch preparation, job execution, progress monitoring, cancellation, and error recovery. Use when processing camera log archives, extracting frame timestamps, or…
Guides use of ataraxis-video-system MCP tools for camera discovery, runtime verification, interactive video session testing, and GenICam camera configuration. Use when discovering connected cameras, verifying system encoding requirements, testing camera…
Documents the input data format required by the log processing pipeline: NPZ log archives produced by DataLogger and assemble_log_archives, source ID semantics, multi-logger recording structures, and archive internal layout. Use when the user asks about…
Orchestrates the end-to-end ataraxis-video-system recording and analysis pipeline. Covers canonical phase ordering with handoff conditions, multi-camera planning with system ID allocation and DataLogger topology, and decision trees for interface, encoding,…
Diagnoses and resolves ataraxis-communication-interface MCP server connectivity issues. Covers environment verification, command availability, Python version checks, dependency validation, and conda/pip/uv environment configuration. Use when the axci…
Documents every ExtractionConfig parameter, its generation from a manifest, its validation, and its lifecycle. Covers the configuration data model, the MCP tools for reading, writing, and validating configs, event code semantics, and the config lifecycle…
Documents the input data format required by the log processing pipeline: NPZ log archives produced by DataLogger, source ID semantics, microcontroller manifest system, archive internal message layout, and communication protocol. Use when the user asks about…
Documents log processing output data formats, feather file discovery, output verification, event distribution analysis, and interpretation guidance. Use when evaluating log processing results, when the user asks about extracted event data, timing statistics,…
Guides use of ataraxis-communication-interface MCP tools for microcontroller discovery, MQTT broker verification, manifest management, log archive assembly, and recording discovery. Use when discovering connected microcontrollers, testing MQTT connectivity,…
Orchestrates the ataraxis-communication-interface data acquisition and analysis pipeline end to end. Covers canonical phase ordering with handoff conditions, multi-controller planning with DataLogger topology, and decision trees for hardware, configuration,…
Guides creation of custom hardware Module subclasses in the ataraxis-micro-controller C++ firmware library. Covers SetupModule, SetCustomParameters, and RunActiveCommand implementation, stage-based command execution, PACKED_STRUCT parameter structures, event…
Applies pyproject.toml conventions when creating or modifying pyproject.toml files. Covers section ordering, metadata fields, dependency specifications, tool configurations (ruff, mypy, coverage, hatch), and classifier templates. Use when creating a new…
Applies C++ coding conventions when writing, reviewing, or refactoring code. Covers .h, .hpp, and .cpp files, Doxygen documentation, naming, formatting, error handling, includes, file ordering, template patterns, embedded (Arduino/PlatformIO) conventions, and…
Applies C# coding conventions when writing, reviewing, or refactoring code. Covers .cs files, XML documentation, naming, formatting, error handling, using directives, file ordering, and Unity-specific patterns. Use when writing new C# code, modifying existing…
Applies Python coding conventions when writing, reviewing, or refactoring code. Covers .py files, docstrings, type annotations, naming, formatting, error handling, imports, file ordering, and ataraxis library preferences. Use when writing new Python code,…
Applies platformio.ini and library.json conventions when creating or modifying PlatformIO C++ project and library configuration files. Covers per-board environments, build flags, pinned lib_deps, library.json metadata, the lib_deps<->dependencies mirroring…
Applies API documentation conventions when creating or modifying Sphinx documentation files. Covers conf.py configuration, RST file structure, Doxygen/Breathe integration for C++ projects, tox build environments, and Makefile wrappers. Use when creating…
Performs a thorough correctness audit of source code, hunting for active and latent bugs the test suite leaves uncaught and for behavior that breaks the contract the code itself states. Ranks work by test coverage and reports only findings carrying a concrete…
Performs a thorough fact-check audit of documentation against its authoritative source code, covering standalone documentation files and the docstrings and comments embedded in source code. Verifies every concrete claim and surfaces drift, contradictions, and…
Performs a thorough optimization audit of Python, C++, and C# source, hunting for untraceable numeric widths, algorithmic blowup, redundant allocation, hostile memory layout, and boundary, concurrency, and per-archetype language costs. Reports only findings…
Orchestrates the four ataraxis audits in the order and concurrency their dependencies require, and merges their findings into one deduplicated report. Runs in full mode over a repository, package, or directory, or in change mode over the files a feature,…
Performs a thorough style-compliance audit of source code, configuration, or documentation files against the applicable ataraxis framework style skill checklists. Walks every line in scope and reports only non-compliant findings with verbatim checklist…
Stages all local changes and creates a style-compliant git commit, stopping before any push. Drafts the commit message by analyzing all changes relative to the active branch, stages every change, and commits, leaving the push for the user. Offers to commit…
Performs in-depth codebase exploration at the start of a coding session. Builds comprehensive understanding of project structure, architecture, key components, and patterns. Use when starting a new session, when asked to understand or explore the codebase,…
Explores installed ataraxis dependency source code to build a live API snapshot of the public classes, functions, and constants/enums each dependency exports, flagging where project code reimplements existing library functionality. Use when starting a session…
Drafts a style-compliant pull request summary by analyzing all changes on the active branch relative to the default branch. Produces a concise, bulleted summary of the most impactful changes for the user to paste when opening the pull request, and a title as…
Applies project directory structure conventions when creating new projects, adding directories, or verifying project layout. Covers the five archetypes (Python-only, Python+C++ extension, C++ PlatformIO library, C++ PlatformIO firmware, C# Unity), common root…
Applies README conventions when creating or updating README.md files. Covers section ordering, writing style, standard section templates, badges, MCP server documentation, CLI documentation, and codebase cross-referencing. Use when writing a new README,…
Generates, updates, and verifies Claude Code skill files and CLAUDE.md and AGENTS.md project instructions. Covers SKILL.md structure, YAML frontmatter, formatting conventions, inter-skill relationships, scope declarations, and verification checklists. Use…
Applies tox.ini conventions when creating or modifying tox configuration files. Covers the mamba + uv + tox toolchain, envlist patterns, environment definitions, dependency installation strategies, environment naming, and project archetype variations (full…
Diagnoses and resolves ataraxis-video-system MCP server connectivity issues. Covers environment verification, command availability, Python version checks, dependency validation, and conda/pip/uv environment configuration. Use when the axvs (video-system) MCP…
Documents log processing output data formats, feather file discovery, frame statistics analysis, and interpretation guidance. Use when evaluating log processing results, when the user asks about frame timing data, frame drops, or camera acquisition quality.
Guides post-recording verification and handoff: log archive assembly, video file validation, output completeness checks, and readiness assessment for downstream log processing. Use after stopping a video session to verify outputs before processing frame…
Drafts style-compliant release notes by summarizing the pull requests merged since the previous release. Infers and recommends the release type (major, minor, or patch) for the user to confirm, then produces a numbered list of the most impactful changes.…