TalonT-Org

Analyze issue dependencies and produce a dispatch execution map for parallel orchestration

Execute recipe sessions batch-by-batch for triaged GitHub issues. Reads the triage-issues output manifest, processes each batch sequentially, and launches the appropriate recipe for each issue. Use when user says "process issues", "run issues", or "execute pipeline for issues".

Validate review-decisions audit findings with mandatory intent analysis and seven evidence-gathering rules. Adds docstring-as-contract recognition, deliberate-change detection, test-as-intent-signal, consumer-impact verification, architectural feasibility checks, behavioral simulation, and symmetry-as-design recognition to the standard validation workflow. Use when validating reports from audit-review-decisions specifically.

Generate YAML recipes for .autoskillit/recipes/. Use when user says "make script skill", "generate script", "script a workflow", "write a script", "create a script", "new recipe", "write a pipeline", or when loaded by other skills for script formatting.

Validate audit findings from audit-arch, audit-tests, or audit-cohesion against actual code, git history, and design intent using 9–10 parallel subagents. Removes contested findings, documents exceptions, adjusts severities. Use when user says "validate audit", "validate findings", "validate report", or "check audit results".

Validate audit findings from audit-arch, audit-tests, audit-cohesion, audit-feature-gates, audit-docs, or audit-review-decisions against actual code, git history, and design intent using 9–10 parallel subagents. Removes contested findings, documents exceptions, adjusts severities. Use when user says "validate audit", "validate findings", "validate report", or "check audit results".

Validate test audit findings with test-domain semantic rules and intent analysis. Adds import-path-as-contract recognition, precondition-as-assertion detection, provenance verification, split-era lifecycle awareness, and deletion-vs-improvement distinction to the standard validation workflow. Use when validating reports from audit-tests specifically.

Synthesize experiment results into a structured research report in the research/ folder. Supports --inconclusive flag.

Plan a structured, reproducible experiment from a scope report. Produces an experiment plan with hypothesis, methodology, implementation phases, environment specification, and success criteria. Parallel to make-plan but for research experiments. Use when invoked by the research recipe.

Execute a designed experiment in a worktree, collect structured results, and produce a results artifact. Use when invoked by the research recipe after experiment code has been implemented.

Explore a technical research question by surveying the codebase, identifying knowns and unknowns, and producing a structured scope report. Use when user says "scope research", "explore question", or when invoked by the research recipe.

Synthesize experiment results into a structured research report for the research/ directory. Handles both conclusive and inconclusive outcomes. Use when invoked by the research recipe after experiments complete.

Implement an experiment plan in an isolated git worktree. Creates all experiment artifacts — scripts, data generators, environment configs — in a self-contained research/ subfolder. Parallel to implement-worktree-no-merge but for research experiments. Use when invoked by the research recipe.