spae-framework

Atomic execution for the project framework. Executes exactly one atomic task from `PLAN.md`.

Comprehensive Execution for the `SPAE` framework. Executes all tasks from `PLAN.md` sequentially in one invocation.

Optimization & Verification for the `SPAE` framework. Performs gap analysis on `PLAN.md`.

Orchestrate SPAE subagents sequentially through the structured workflow and lifecycle.

Task Decomposition for the `SPAE` framework. Decomposes `SPEC.md` into a `DAG` of atomic tasks in `PLAN.md`.

Orchestrate SPAE subagents sequentially through the spec, plan, and inspect phases of the structured workflow.

Executes the build phase of the SPAE structured workflow autonomously.

Given a proposal, or task, generate a spec and state file for SPAE structured workflow.

Use test-first development for behavioral changes. Write a failing test, make it pass, then simplify.

Arbiter for the SPAE framework. Compares implementation against SPEC.md and determines workstream completion.

Autonomously group, stage, and commit repository changes into atomic commits.

Orchestrates purification and refactoring agents sequentially.

Find bugs and potential issues in code changes.

Orchestrates test agents sequentially to cover behavioral gaps.

Document code APIs, modules, and behavior.

Eliminate KISS, YAGNI, Idiomatic, and Hygiene violations while preserving intended behavior.

Refactor code to fix DRY, SOLID, and Structure violations while preserving behavior.

Write comprehensive and exhaustive tests that address gaps in code coverage.

Deliver a transformative life perspective shift and a productivity tip. Use when the user invokes /tip or wants non-technical inspiration or a fresh mental model.

Troubleshoot systematically: observe, hypothesize, test, fix, verify.

Execute a named agent role with optimized instructions. Explicit invocation only ($run). Never trigger implicitly.