mthds
claudecodexSkills for building, running, validating, and editing AI methods following the MTHDS standard, on a runtime you run yourself. For the easier, hosted route, install the Pipelex plugin from Pipelex/pipelex-plugins.
13 skills · hooks
Development build of MTHDS skills — for iteration and testing.
Plugin mthds-dev from marketplace mthds-plugins in mthds-ai/mthds-plugins. Commands read from the repo's manifest — 27 days ago.
This plugin runs code on your machine — its hooks fire automatically on events like tool use. The exact commands are listed below; read them before installing.
mthds-checkCheck and validate MTHDS bundles for issues. Use when user says "validate this", "check my workflow", "check my method", "does this .mthds make sense?", "review this pipeline", "any issues?", "is this correct?". Reports problems without modifying files. Read-only analysis.
mthds-designDesign a new MTHDS method bundle (.mthds files) top-down, contract-first. Use when the user says "design a method", "build a method", "create a pipeline", "build a workflow", "new .mthds file", "make a method", "write a method that does X", "turn this workflow into MTHDS", or wants any new method fr
mthds-editEdit existing MTHDS bundles (.mthds files). Use when user says "change this pipe", "update the prompt", "rename this concept", "add a step", "remove this pipe", "modify the workflow", "modify the method", "refactor this pipeline", or wants any modification to an existing .mthds file. Supports automa
mthds-explainExplain and document MTHDS bundles. Use when user says "what does this pipeline do?", "explain this workflow", "explain this method", "walk me through this .mthds file", "describe the flow", "document this pipeline", "how does this work?", or wants to understand an existing MTHDS method bundle.
mthds-fixFix issues in MTHDS bundles. Use when user says "fix this workflow", "fix this method", "repair validation errors", "the pipeline is broken", "fix the .mthds file", after /mthds-check found issues, or when validation reports errors. Automatically applies fixes and re-validates in a loop.
mthds-inputsPrepare inputs for MTHDS methods. Use when user says "prepare inputs", "create inputs", "use my files", "generate test data", "template", "synthesize inputs", "mock inputs", "I have a PDF/image/document to use", "make sample data", or wants to create inputs.json for running a .mthds pipeline. Handle
mthds-installInstall MTHDS method packages from GitHub or local directories. Use when user says "install a method", "install from GitHub", "add a method package", "mthds install", "install method", "set up a method", or wants to install an MTHDS method package for use with an AI agent.
mthds-pkgManage MTHDS packages — initialize, configure exports, list, and validate. Use when user says "init package", "set up METHODS.toml", "manage packages", "mthds init", "validate package", "list package", or wants to manage MTHDS package manifests.
mthds-publishPublish MTHDS methods to the MTHDS Hub (mthds.sh). Use when user says "publish this method", "publish to mthds", "publish my methods", "mthds publish", "register my method", or wants to publish a method package to the Hub.
mthds-runRun MTHDS methods and interpret results, on this machine or on the hosted Pipelex API. Use when user says "run this pipeline", "execute the workflow", "execute the method", "test this .mthds file", "try it out", "see the output", "dry run", "run it on the hosted API", or wants to execute any MTHDS m
mthds-runner-setupSet up or reconfigure how methods reach AI models, with the user's own provider API keys or with a Pipelex API key on the hosted Pipelex API. Use when a live run fails because Pipelex was never initialised (the error says config files are missing) or because a provider API key is missing (the error
mthds-shareShare MTHDS methods on social media (X/Twitter, Reddit, LinkedIn). Use when user says "share this method", "post on social media", "share on X", "share on Reddit", "share on LinkedIn", "tweet about this method", or wants to share a published method on social platforms.
mthds-upgradeUpgrade MTHDS CLI tools to the latest compatible versions. Use when user says "upgrade mthds", "update mthds", "mthds upgrade", "update my tools", "upgrade pipelex", "update pipelex", "upgrade plxt", "update tools".
${CLAUDE_PLUGIN_ROOT}/hooks/validate-mthds.sh
${CLAUDE_PLUGIN_ROOT}/hooks/validate-mthds.sh
${CLAUDE_PLUGIN_ROOT}/hooks/session-start.sh
Skills for building, running, validating, and editing AI methods following the MTHDS standard, on a runtime you run yourself. For the easier, hosted route, install the Pipelex plugin from Pipelex/pipelex-plugins.
13 skills · hooks
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