Skip to content

sjinks/instructions-authoring

unversioned · bbdce733b886MIT

Instruction-authoring workflow skills for AI agents: creating portable instruction packages, writing and auditing controlled-English agent instructions, assessing agent skills for readiness, and diagnosing instruction defects.

agent-skill-audit

Use to assess whether an Agent Skill, custom-agent prompt, or instruction package is ready for its task, target models, and runtime. Covers discovery, architecture, completeness, portability, maintainability, and evaluability; returns ratings, findings, priorities, and a verdict. Do not use for exhaustive line-level diagnosis or rewrite-only requests.

controlled-agent-instruction-english

Use when writing, rewriting, or auditing model-facing agent instructions for controlled-English clarity, consistent terminology, explicit modality, scope, conditions, precedence, and failure behavior. Do not use for ordinary prose editing, code review, or model selection without an instruction artifact.

cross-model-instruction-authoring

Use when creating, revising, or adapting Agent Skills, custom agent prompts, subagent instructions, or instruction packages that should work across multiple models or runtimes, especially smaller/faster and frontier GPT/Claude models. Produces a model-neutral core, separates runtime-specific adapters, and checks both small-model executability and frontier-model overconstraint. Do not use for a review-only audit when no authored or revised artifact is requested.

instruction-quality-audit

Use when diagnosing exact defects in an AI instruction artifact, Agent Skill, custom-agent prompt, or instruction package: contradictions, precedence gaps, ambiguity, terminology drift, authority or side-effect conflicts, incomplete decision rules, missing failure handling, harmful cognitive burden or duplication, output-contract defects, or explicitly requested custom diagnostics. Produces evidence-backed findings and corrections. Do not use for holistic readiness ratings or for rewrite-only requests that do not include an instruction audit.