Rank installed skills by TF-IDF similarity and domain boosts.
npx skills add https://github.com/edri2or/ripo-skills-main --skill skill-router-edri2or
Please help me install this Agent Skill. Skill: skill-router Source: https://github.com/edri2or/ripo-skills-main/tree/main/exported-skills/skill-router Command: npx skills add https://github.com/edri2or/ripo-skills-main --skill skill-router-edri2or
Route tasks to the most suitable installed skill by ranking candidates with a confidence score and clear justification.
Scan all installed skills by locating SKILL.md files, extract their names and descriptions, and display a ranked list of candidates for the user's task.
High-intent search queries and answers about installing and using this skill.
Skill routing identifies the most appropriate installed skill for a task by extracting SKILL.md frontmatter, computing TF-IDF similarity with user input, and ranking top candidates with confidence scores.
TF-IDF scoring for multi-skill discovery builds a registry from plugin manifests, computes text similarity against user input, applies domain boosts, and outputs a ranked top-3 list of candidate skills with reasons.
No dependencies are required. Skill routing operates standalone by scanning installed plugin manifests for SKILL.md files, extracting names and descriptions from frontmatter, and building an internal registry.
The best way to select a skill is using a routing mediator that ranks candidates via confidence scores and clear justification, presenting a top-3 list and engineering execution only after user confirmation.
Automated multi-skill routing should not be used for direct execution without user confirmation, as it acts strictly as a routing mediator that presents ranked candidates and reasons before any processing occurs.
Yes, skill discovery works by locating SKILL.md files in plugin manifests, extracting the name and description from each frontmatter, and building an internal registry to rank against user intent.
lDuangGenerate skill.meta.json and registry fields from SKILL.md frontmatter.
majesticlabs-devScan installed skills and load a matching skill before starting a task.
botlearn-aiExtract keywords, topics, and domain terms from text into ranked clusters.
winsorllcSearch code and text files using semantic similarity and keyword matching.
