code-completion-no-orchestration

name

code-completion-NO-ORCHESTRATION

description

ABLATION VARIANT — ORCHESTRATION REMOVED. This is the doctest-driven code-completion skill with the Orchestration pattern ablated out. The iterative Recovery Loop is preserved (write code, run doctests, fix on failure, repeat until they pass or the budget is spent). What is removed is all of the orchestration scaffolding: the staged 11-step recipe, the explicit task-routing step, the 5-tier classification taxonomy, the staged quality gates, and the multi-file progressive-disclosure structure (doctest_generator.md, recovery_loop.md, injection.md). Everything now lives in this one flat file with no predefined step sequence. Use this skill whenever you are given a Python code file with missing code and asked to complete it.

Code Completion (flat, recovery-looped) — NO ORCHESTRATION (Ablation B)

What is ablated: the Orchestration pattern. The full skill choreographs the work as a fixed pipeline — Step 1 analyse, Step 2 route, Step 3 load context, Step 4 classify into one of five tiers, Step 5 pre-gen gate, Step 6 doctests, Step 7 validate doctests, Step 8 code, Step 9 recovery loop, Step 10 post-gate, Step 11 inject — spread across four files loaded progressively. None of that staging survives here. There is no step list, no routing step, no tier table, no separate reference files, no staged gates.

What is preserved: the Recovery Loop. You still write doctests as an oracle, generate code, execute the doctests with the runner, and fix-and-rerun until they pass or you run out of attempts. This isolates the marginal contribution of Orchestration: comparing this variant against the full skill measures exactly what the structured pipeline buys on top of "doctests + a repair loop."

The task

You are given a JSON record with a prompt (Python code that stops where code is missing) and metadata. Complete the missing code.

• If metadata has function_name: the prompt ends after a function signature/ docstring and the body is missing — produce the full indented body.