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Use when the user asks to 'create a reflection', 'weekly review', 'reflect on the week', 'retrospective', 'what did I accomplish', 'monthly review', or wants to create a time-period-bound reflection entry.
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Based on SOC occupation classification
Use when the user asks to 'init clotho', 'create a workspace', 'capture a file', 'create a program', 'create a task', 'add a person', 'list entities', 'delete entity', 'update entity', or any entity CRUD operation in a Clotho workspace.
Use when the user says 'weekly review', 'weekly reflection', 'review my week', 'end of week', 'retrospective', or wants to reflect on the past week's work.
Use when the user asks to 'extract from transcript', 'find decisions', 'identify risks', 'what action items', 'extract insights', 'process meeting notes', or wants AI-assisted extraction of structured entities from unstructured content.
Use when the user says 'morning', 'daily brief', 'what should I focus on', 'start of day', 'what's on today', or wants a prioritized view of today's work.
Use when the user says 'end of day', 'daily debrief', 'process today', 'what happened today', 'dump my day', 'debrief', or wants to capture everything from today into Clotho.
Use when the user asks to 'relate entities', 'create a relation', 'show relations', 'query the graph', 'what belongs to', 'what's blocking', 'who is mentioned', or any graph/relation operation in Clotho.
| name | clotho-reflection |
| description | Use when the user asks to 'create a reflection', 'weekly review', 'reflect on the week', 'retrospective', 'what did I accomplish', 'monthly review', or wants to create a time-period-bound reflection entry. |
Reflections are time-period-bound thinking entries that help surface patterns across programs and responsibilities.
clotho_create_reflection(period: "weekly", title: "2025-W03 Reflection")
Period types: daily, weekly, monthly, quarterly, adhoc
This creates a markdown template at .clotho/content/reflections/ with sections for:
When helping a user reflect, follow this flow:
Gather context — Query what happened in the period:
clotho_list_entities(entity_type: "Task", state: "done")
clotho_search(query: "completed OR shipped OR finished")
Surface decisions and risks — What was decided? What risks emerged?
clotho_query(cypher: "MATCH (d:Decision) RETURN d.title")
clotho_query(cypher: "MATCH (r:Risk) RETURN r.title")
Check blockers — What's still stuck?
clotho_list_entities(entity_type: "Task", state: "blocked")
clotho_query(cypher: "MATCH (t:Task)-[:BLOCKED_BY]->(b) RETURN t.title, b.title")
Create the reflection with synthesized content.
Link to programs — Connect the reflection to relevant programs:
clotho_create_relation(source_id: "<reflection_id>", relation_type: "relates_to", target_id: "<program_id>")
Ask the user: