이 MCP로 할 수 있는 일
Recommends and loads structured book-based skills and guided workflows for completing agent tasks.
기능
도구
5
도구
get_journey
Get a guided journey
One guided journey as a phase plan: the ordered skills, the decision question each phase answers, the docs/ file it writes, and which phases are go/no-go gates. Pass slug for a known journey, or goal to have one picked.
읽기 전용
멱등성
입력 스키마
{'type': 'object', '$schema': 'https://json-schema.org/draft/2020-12/schema', 'required': ['context'], 'properties': {'goal': {'type': 'string', 'description': 'What you are trying to achieve, if you do not know which journey fits'}, 'slug': {'type': 'string', 'description': 'Journey slug, e.g. "grow-website"'}, 'context': {'type': 'string', 'description': "Why are you calling this tool? One line on the user's actual task, in their words â\x80\x94 not a restatement of the tool name."}}}
출력 스키마
{'type': 'object', '$schema': 'https://json-schema.org/draft/2020-12/schema', 'required': ['slug', 'name', 'tagline', 'definition', 'phases', 'artifacts', 'useWhen', 'notFor', 'install', 'canonical', 'next'], 'properties': {'name': {'type': 'string'}, 'next': {'type': 'string'}, 'slug': {'type': 'string'}, 'notFor': {'type': 'array', 'items': {'type': 'string'}}, 'phases': {'type': 'array', 'items': {'type': 'object', 'required': ['n', 'skillSlug', 'skillName', 'question', 'artifact', 'gate'], 'properties': {'n': {'type': 'number'}, 'gate': {'type': 'boolean'}, 'artifact': {'type': 'string'}, 'question': {'type': 'string'}, 'skillName': {'type': 'string'}, 'skillSlug': {'type': 'string'}}, 'additionalProperties': False}}, 'install': {'type': 'string'}, 'tagline': {'type': 'string'}, 'useWhen': {'type': 'array', 'items': {'type': 'string'}}, 'artifacts': {'type': 'array', 'items': {'type': 'string'}}, 'canonical': {'type': 'string'}, 'definition': {'type': 'string'}}, 'additionalProperties': False}
get_skill
Get skill metadata
Metadata for one skill or journey: its definition, when to use it, when not to, and related slugs. Deliberately cheap (~300 tokens) so you can check a candidate before committing context to it. Pass sections to widen, or sections:["all"] for the whole page. This does not return the skill instructions â load_skill does.
읽기 전용
멱등성
입력 스키마
{'type': 'object', '$schema': 'https://json-schema.org/draft/2020-12/schema', 'required': ['slug', 'context'], 'properties': {'slug': {'type': 'string', 'description': 'Skill or journey slug, e.g. "refactoring-ui" or "create-business"'}, 'context': {'type': 'string', 'description': "Why are you calling this tool? One line on the user's actual task, in their words â\x80\x94 not a restatement of the tool name."}, 'sections': {'type': 'array', 'items': {'enum': ['definition', 'use_when', 'not_for', 'key_concepts', 'prompts', 'faqs', 'book', 'related', 'phases', 'all'], 'type': 'string'}, 'description': 'Which parts to return. Default: definition, use_when, not_for, related. "all" returns the full page.'}}}
출력 스키마
{'type': 'object', '$schema': 'https://json-schema.org/draft/2020-12/schema', 'required': ['slug', 'kind', 'name', 'category', 'oneLiner', 'updated', 'canonical', 'source', 'install', 'next'], 'properties': {'book': {'type': 'object', 'required': ['title', 'author'], 'properties': {'url': {'type': 'string'}, 'title': {'type': 'string'}, 'author': {'type': 'string'}}, 'additionalProperties': False}, 'faqs': {'type': 'array', 'items': {'type': 'object', 'required': ['question', 'answer'], 'properties': {'answer': {'type': 'string'}, 'question': {'type': 'string'}}, 'additionalProperties': False}}, 'kind': {'enum': ['skill', 'journey'], 'type': 'string'}, 'name': {'type': 'string'}, 'next': {'type': 'string'}, 'slug': {'type': 'string'}, 'notFor': {'type': 'array', 'items': {'type': 'string'}}, 'phases': {'type': 'array', 'items': {'type': 'object', 'required': ['n', 'skillSlug', 'question', 'artifact', 'gate'], 'properties': {'n': {'type': 'number'}, 'gate': {'type': 'boolean'}, 'artifact': {'type': 'string'}, 'question': {'type': 'string'}, 'skillSlug': {'type': 'string'}}, 'additionalProperties': False}}, 'source': {'type': 'string'}, 'install': {'type': 'string'}, 'related': {'type': 'array', 'items': {'type': 'string'}}, 'updated': {'type': 'string'}, 'useWhen': {'type': 'array', 'items': {'type': 'string'}}, 'category': {'type': 'string'}, 'oneLiner': {'type': 'string'}, 'canonical': {'type': 'string'}, 'definition': {'type': 'string'}, 'keyConcepts': {'type': 'array', 'items': {'type': 'object', 'required': ['title', 'description'], 'properties': {'title': {'type': 'string'}, 'description': {'type': 'string'}}, 'additionalProperties': False}}, 'examplePrompts': {'type': 'array', 'items': {'type': 'string'}}}, 'additionalProperties': False}
load_skill
Load skill instructions
The skill's actual instructions â the upstream SKILL.md, ready to follow in this session with nothing installed. The response also lists the skill's reference files with their token cost, so you can pull deeper material on demand by calling again with part set to a filename.
읽기 전용
멱등성
입력 스키마
{'type': 'object', '$schema': 'https://json-schema.org/draft/2020-12/schema', 'required': ['slug', 'context'], 'properties': {'part': {'type': 'string', 'description': '"core" (default) for SKILL.md, or a reference filename from a previous response'}, 'slug': {'type': 'string', 'description': 'Skill or journey slug'}, 'context': {'type': 'string', 'description': "Why are you calling this tool? One line on the user's actual task, in their words â\x80\x94 not a restatement of the tool name."}}}
recommend_skills
Recommend skills for a task
Route a task to the right skills. Describe the job in your own words and this returns which skills to load first, which to skip whenever a skill's own "not for" line rules it out for this task â quoted verbatim â and a guided journey when the task spans a whole project rather than one step. This is the tool to reach for first.
읽기 전용
멱등성
입력 스키마
{'type': 'object', '$schema': 'https://json-schema.org/draft/2020-12/schema', 'required': ['task', 'context'], 'properties': {'max': {'type': 'integer', 'maximum': 6, 'minimum': 1, 'description': 'How many skills to return (default 3)'}, 'task': {'type': 'string', 'minLength': 4, 'description': 'The job to be done, in your own words â\x80\x94 a full sentence beats a keyword'}, 'phase': {'enum': ['audit', 'build', 'launch'], 'type': 'string', 'description': 'Where in the work you are'}, 'stack': {'type': 'string', 'description': 'Language, framework or platform, if it narrows the answer'}, 'context': {'type': 'string', 'description': "Why are you calling this tool? One line on the user's actual task, in their words â\x80\x94 not a restatement of the tool name."}}}
출력 스키마
{'type': 'object', '$schema': 'https://json-schema.org/draft/2020-12/schema', 'required': ['task', 'loadFirst', 'then', 'avoid', 'next'], 'properties': {'next': {'type': 'string'}, 'task': {'type': 'string'}, 'then': {'type': 'array', 'items': {'type': 'object', 'required': ['slug', 'name', 'why'], 'properties': {'why': {'type': 'string'}, 'name': {'type': 'string'}, 'slug': {'type': 'string'}}, 'additionalProperties': False}}, 'avoid': {'type': 'array', 'items': {'type': 'object', 'required': ['slug', 'name', 'reason'], 'properties': {'name': {'type': 'string'}, 'slug': {'type': 'string'}, 'reason': {'type': 'string'}}, 'additionalProperties': False}}, 'journey': {'type': 'object', 'required': ['slug', 'name', 'why', 'phases'], 'properties': {'why': {'type': 'string'}, 'name': {'type': 'string'}, 'slug': {'type': 'string'}, 'phases': {'type': 'number'}}, 'additionalProperties': False}, 'loadFirst': {'type': 'array', 'items': {'type': 'object', 'required': ['slug', 'name', 'why'], 'properties': {'why': {'type': 'string'}, 'name': {'type': 'string'}, 'slug': {'type': 'string'}}, 'additionalProperties': False}}}, 'additionalProperties': False}
search_skills
Search skills
Search 51 book-based agent skills and 14 guided journeys by keyword or phrase. Each skill is matched against its own trigger text, so plain task language works ("my UI looks amateur", "pricing", "dark mode"). Returns compact hits, each quoting the line that matched. Use recommend_skills instead when you have a task rather than a keyword.
읽기 전용
멱등성
입력 스키마
{'type': 'object', '$schema': 'https://json-schema.org/draft/2020-12/schema', 'required': ['query', 'context'], 'properties': {'kind': {'enum': ['skill', 'journey', 'all'], 'type': 'string', 'description': 'Restrict to single skills or guided journeys'}, 'limit': {'type': 'integer', 'maximum': 20, 'minimum': 1, 'description': 'Maximum hits (default 8)'}, 'query': {'type': 'string', 'minLength': 2, 'description': 'Keyword, phrase, slug or plain description of the problem'}, 'context': {'type': 'string', 'description': "Why are you calling this tool? One line on the user's actual task, in their words â\x80\x94 not a restatement of the tool name."}, 'category': {'enum': ['design', 'marketing', 'sales', 'product', 'strategy', 'team', 'code', 'architecture'], 'type': 'string', 'description': 'Restrict to one domain'}}}
출력 스키마
{'type': 'object', '$schema': 'https://json-schema.org/draft/2020-12/schema', 'required': ['query', 'total', 'results', 'next'], 'properties': {'next': {'type': 'string'}, 'query': {'type': 'string'}, 'total': {'type': 'number'}, 'results': {'type': 'array', 'items': {'type': 'object', 'required': ['slug', 'kind', 'name', 'oneLiner', 'category', 'whyMatch', 'updated', 'canonical', 'install'], 'properties': {'kind': {'enum': ['skill', 'journey'], 'type': 'string'}, 'name': {'type': 'string'}, 'slug': {'type': 'string'}, 'install': {'type': 'string'}, 'updated': {'type': 'string'}, 'category': {'type': 'string'}, 'oneLiner': {'type': 'string'}, 'whyMatch': {'type': 'string'}, 'canonical': {'type': 'string'}}, 'additionalProperties': False}}}, 'additionalProperties': False}
기록
최근 도구 변경
추가됨
get_journey
2026년 9월 17일 12:45 PM
추가됨
load_skill
2026년 9월 17일 12:45 PM
추가됨
get_skill
2026년 9월 17일 12:45 PM
추가됨
recommend_skills
2026년 9월 17일 12:45 PM
추가됨
search_skills
2026년 9월 17일 12:45 PM
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