Spec Quality Framework is an AI Engineering skill for Claude Code, published by jpicklyk in task-orchestrator.
Spec Quality Framework defines the minimum analysis a plan must include: alternatives, non-goals, blast radius, risk flags, and test strategy. Use it when filling queue-phase specification notes for MCP work items.
Spec Quality Framework is cataloged under AI Engineering on DirSkills. Spec Quality Framework comes from a repository tagged ai-coding-assistant, ai-development, ai-harness, ai-memory and ai-tools.
Documentation
This skill defines the minimum thinking floor for plans and specifications. The sections below represent what every plan must address. They are not a ceiling — if the problem demands additional analysis, add it. But these areas must not be skipped.
This is the opening of the README. Read the full README on GitHub.
Spec Quality Framework is one of 25 skills that DirSkills catalogs from jpicklyk/task-orchestrator, the repository it ships in. Its siblings there include API Compatibility Review, Adopt Project Scope and Batch Complete. Each one is a separate skill with its own page in this directory, installs the same way Spec Quality Framework does, and is maintained by jpicklyk in that same repository. The rest of the collection is listed on the jpicklyk/task-orchestrator page.
Spec Quality Framework ranks #2796 by stars among the 3101 AI Engineering skills in this catalog. The most-starred ones next to it are Architecture Decision Records, AI-First Engineering and Agentic OS. DirSkills ranks by the star count of the repository each skill ships in, so that order reflects how popular those repositories are rather than any review of Spec Quality Framework against them. Open each page to compare what they document and how they install.
Spec Quality Framework is one of 25 skills cataloged on DirSkills from jpicklyk/task-orchestrator.
Spec Quality Framework is one of 3101 AI Engineering skills cataloged on DirSkills, ranked #2796 by stars among them.