Implements the Standard/Full planning pipeline for Medium and Complex tasks: multi-step discovery, phase decomposition with skill matching, cross-cutting concerns, and plan emission with Gate fields.
Decomposes underspecified requests by classifying gaps (missing info, ambiguity, false premises) and generating targeted clarifying questions. Produces a confirmed problem statement before any implementation begins. For sharpening a request that already…
Placeholder skill directory required by skill-eval's run_eval tool signature. This benchmark runs configurations=['without_skill'] only — we are measuring raw model tiers, not a skill — so this file's content is never mounted or read by a subject session.
Guides module and API design using APOSD principles: generates multiple design alternatives, compares them on information hiding and interface depth, and produces a documented design decision. For creating new module/API design; not for assessing existing…
Assesses existing module and interface design for complexity symptoms: information leakage, shallow interfaces, pass-through layers, and unknown unknowns. Produces a structured assessment — not transformations (use aposd-simplifying-complexity to edit) and…
Transforms complex code by applying APOSD's pull-complexity-downward principle: resolves error hierarchies, collapses configuration, and moves caller-side logic into modules. Produces edited code; not for assessment-only review (use…
Verifies implementation completeness across functional correctness, error handling, concurrency, and security dimensions using APOSD's post-implementation checklist. Run after a coding task is nominally complete, not during active bug investigation (use…
Audits and restructures control flow using Code Complete's nesting, cyclomatic complexity, loop design, guard-clause, and boolean simplification rules. Covers deep nesting, loop exit design, index naming, and callback chains. For statement-level flow inside a…