Analyze input to recommend, improve, or create skills with SKILL.md outputs.
npx skills add https://github.com/rawhit-r/ai-files --skill skillforge-rawhit-r
Please help me install this Agent Skill. Skill: skillforge Source: https://github.com/rawhit-r/ai-files/tree/main/.gemini/skillforge Command: npx skills add https://github.com/rawhit-r/ai-files --skill skillforge-rawhit-r
SkillForge analyzes ANY input to determine whether an existing skill suffices, needs improvement, or should be created from scratch, preventing duplicates and accelerating capability growth across ecosystems.
Submit a user input to SkillForge to triage and route to the appropriate skill flow.
High-intent search queries and answers about installing and using this skill.
To analyze whether to reuse, improve, or generate a skill package, submit your input to a triage phase that evaluates existing matches against your requirements before routing to deep analysis, specification, and generation.
Preventing duplicate skills and accelerating ecosystem evolution requires routing inputs through a multi-agent synthesis panel that applies a timelessness lens, ensuring gaps are filled by improving existing skills rather than creating redundant ones.
Creating a new skill from scratch involves a phased governance flow: Phase 1 deep analysis, Phase 2 specification, Phase 3 generation, and Phase 4 synthesis, outputting a validated package with YAML frontmatter, SKILL.md, and SKILL_SPEC.md.
Yes, you can use scripts, references, and assets directories to automate skill verification and deployment, providing optional support infrastructure for the generated skill package outputs.
Yes, the skill orchestration workflow supports multi-skill chains via a synthesis panel that evaluates extension points, ensuring quality and timelessness across the ecosystem as it evolves.
You should not use an automated skill generation and triage system for simple, single-purpose tasks that require no governance, or when an existing skill completely suffices without needing deep analysis or specification phases.
yangqiongCleans raw datasets by handling missing values, duplicates, and data types.
WrongStackDetect project ecosystems and validate dependency versions against registry data.
loriensleafsRoute inputs to existing skills or generate new skill specifications.
hirefrankExtract recurring patterns from Claude and ChatGPT conversation exports to generate skill packages.
