mthds-inputs
Prepare Inputs for MTHDS methods
Prepare input data for running MTHDS method bundles. This skill is the single entry point for all input preparation needs: extracting a placeholder template, generating synthetic test data, integrating user-provided files, or any combination.
Mode Selection
How mode is determined
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Explicit override: If the user states a preference, always honor it:
- Automatic signals: "just do it", "go ahead", "automatic", "quick", "don't ask"
- Interactive signals: "walk me through", "help me", "guide me", "step by step", "let me decide"
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Skill default: Each skill defines its own default based on the nature of the task.
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Request analysis: If no explicit signal and no strong skill default, assess the request:
- Detailed, specific requirements → automatic
- Brief, ambiguous, or subjective → interactive
Mode behavior
More from mthds-ai/skills
mthds-edit
Edit 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 automatic mode for clear changes and interactive mode for complex modifications.
25mthds-build
Build new AI method from scratch using the MTHDS standard (.mthds bundle files). Use when user says "create a pipeline", "build a workflow", "new .mthds file", "make a method", "design a pipe", or wants to create any new method from scratch. Guides the user through a 10-phase construction process.
25mthds-explain
Explain 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.
25mthds-pkg
Manage 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.
24mthds-fix
Fix 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.
24mthds-run
Run MTHDS methods and interpret results. 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", or wants to execute any MTHDS method bundle and see its output.
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