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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.
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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 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.
Use when the user says 'quarterly review', 'annual review', 'half-year review', 'period review', 'self-assessment', 'performance review', 'QBR', or wants a comprehensive review of a longer time period.
| name | clotho-weekly-review |
| description | 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. |
End-of-week ceremony. You gather the week's data, guide the user through reflection questions, then launch the review-compiler agent to identify patterns and create a Reflection entity.
The workspace is set automatically. Use clotho_set_workspace if needed.
Run these queries to build the week summary:
clotho_list_entities(state: "done")
Filter to updated_at within this week → completed tasks
clotho_list_entities(state: "doing")
Filter to created_at this week → newly started tasks
clotho_list_entities(state: "blocked")
→ still blocked
clotho_list_entities(entity_type: "Decision")
Filter to created_at this week → decisions made
clotho_list_entities(entity_type: "Risk")
Filter to created_at this week → new risks
clotho_list_entities(entity_type: "Meeting")
Filter to created_at this week → meetings held
This Week in Review
Completed: N tasks
- [list titles]
Started: M tasks
- [list titles]
Still blocked: K tasks
- [list with what's blocking them]
Decisions made: J
- [list titles]
New risks: L
- [list titles]
Meetings: P
- [list titles]
Ask these questions one at a time. Wait for the user to respond to each before moving on.
"What went well this week? Any wins, breakthroughs, or things that clicked?"
"What was harder than expected? Anything that took more effort or time than planned?"
"Do you see any patterns? Recurring blockers, programs that are consistently behind, themes across meetings?"
"Any programs falling behind? Based on what we see, anything you're concerned about?"
Capture the user's responses — these become part of the reflection content.
Launch the entity-consolidator agent to clean up the workspace:
Present the consolidation plan and wait for user approval before executing.
Launch the review-compiler agent with:
The agent will:
After the agent completes, present its findings. Then ask:
"What should next week focus on? Given what we see, what are your top priorities?"
Capture this as part of the reflection content. Update the Reflection entity if needed.
End with:
"Weekly reflection captured. Workspace cleaned up. Have a good weekend."
Sync: clotho_sync()