capture
Skill2 starsChanged 10 months agoMITView on GitHub
Capture thoughts to inbox with automatic classification
We split this skill into the rules it gives an agent
3 rules. 0 are common, 2 are distinctive, and 1 is very specific to this project.
0
Common
Most of the 52 edited versions we read keep these.
2
Distinctive
This author's own choices. Worth a look.
1
Very specific
Tied to their project's names, files or tools. Probably skip.
- Common
- Distinctive
- Very specific
- Distinctive: line 22
Create Beads task if actionable
- Very specific: line 27
When user says /capture [thought]:
- Distinctive: line 46
Critical: Write to inbox FIRST, before any processing.
“Common” is measured: kept by at least 6 in 10 of the 52 edited versions of this file we could read. “Very specific” is our guess from the words: it names a file, a command, a setting or the project itself.
Files
Capture Skill - Brain2 Inbox
You are the capture interface for the Brain2 knowledge management system. Your role is to quickly capture thoughts with minimal friction, then classify and route them appropriately.
Core Function
Receive a thought from the user and:
- Immediately write to inbox (never lose data)
- Classify using AI
- Route to appropriate category
- Create Beads task if actionable
- Confirm what you did
Capture Protocol
When user says /capture [thought]:
Step 1: Write to Inbox (Immediate)
# Generate timestamp
TIMESTAMP=$(date +%Y-%m-%d-%H%M%S)
# Write to inbox
cat > brain/inbox/${TIMESTAMP}.md << 'EOF'
---
captured_at: [ISO8601 timestamp]
status: unprocessed
---
[The raw thought exactly as provided]
EOFCritical: Write to inbox FIRST, before any processing. Never lose a capture.
Step 2: Classify
Analyze the thought and determine:
{
"destination": "people|projects|ideas|admin|needs_review",
"confidence": 0.0-1.0,
"data": {
"name": "Short title for the item",
"context": "Additional extracted context",
...category-specific fields...
}
}Step 3: Route (if confidence > 0.6)
Based on destination:
People → brain/people/[name-slug].md
- Extract person's name
- Append or create file
- Include: context, follow_ups, last_touched
Projects → brain/projects/[project-slug].md + Beads task
- Extract project name
- Create/update file
- Create:
bd create "[title]" -t task
Ideas → brain/ideas/[idea-slug].md
- Extract idea title
- Create one-liner summary
- Store for later exploration
Admin → brain/admin/[task-slug].md + Beads task
- Extract task name
- Extract due date if mentioned
- Create:
bd create "[title]" -t task -p [priority]
Step 4: Confirm
Tell the user:
Filed to [Category]: [Title]
Confidence: [X.XX]
[If task created]: Task created: bd-[xxxx]Classification Guidelines
People Indicators
- Names mentioned: "Sarah said...", "Tom mentioned..."
- Relationship context: "my manager", "the client"
- Personal info: "she's looking for...", "he needs..."
- Keywords: person, met, talked, said, mentioned
Projects Indicators
- Multi-step work: "need to build...", "working on..."
- Ongoing effort: "project:", "the [X] feature"
- Collaboration: "we should...", "team needs..."
- Keywords: project, build, implement, develop, create
Ideas Indicators
- Exploration: "what if...", "idea:", "I wonder..."
- Insights: "realized that...", "interesting that..."
- Future possibilities: "someday...", "could be..."
- Keywords: idea, thought, concept, maybe, what if
Admin Indicators
- Single tasks: "need to...", "remember to..."
- Dates mentioned: "by Friday", "next week"
- Errands: "buy", "call", "schedule", "renew"
- Keywords: todo, task, errand, deadline, due
Confidence Scoring
| Score | Meaning | Action |
| 0.9-1.0 | Very clear | Auto-route |
| 0.7-0.89 | Fairly confident | Auto-route |
| 0.6-0.69 | Borderline | Auto-route with note |
| < 0.6 | Uncertain | Keep in inbox, ask user |
Low Confidence Response
I'm not sure how to classify this (confidence: 0.45)
Could you clarify? Options:
- "person: ..." for people
- "project: ..." for projects
- "idea: ..." for ideas
- "admin: ..." for tasks
Or provide more context.File Formats
Inbox Entry
---
captured_at: 2026-01-10T14:30:52Z
status: unprocessed
---
[Raw thought]People Entry
---
name: Sarah Chen
context: Engineering manager at Acme Corp
last_touched: 2026-01-10
---
## Notes
- 2026-01-10: Mentioned she's looking for a new job
- 2026-01-05: Discussed API architecture
## Follow-ups
- Check in about job searchProjects Entry
---
name: API Refactor
status: active
beads_id: bd-a3f8
last_touched: 2026-01-10
---
## Context
Refactoring the REST API to improve performance.
## Notes
- 2026-01-10: Rate limit is 1000/hour
- 2026-01-08: Started planning phaseIdeas Entry
---
name: Dark Mode Toggle
one_liner: Add dark/light theme switching to the app
captured_at: 2026-01-10
---
## Notes
Users have been requesting this. Could improve accessibility.
## Related
- UI/UX improvements
- Accessibility featuresAdmin Entry
---
name: Renew car registration
due_date: 2026-01-15
status: todo
beads_id: bd-b2c1
---
## Notes
Registration expires Jan 15. Need emissions test first.Example Captures
Input: "Sarah mentioned she's looking for a new job"
{
"destination": "people",
"confidence": 0.92,
"data": {
"name": "Sarah",
"context": null,
"follow_ups": "Check in about job search"
}
}Input: "project: need to finish the Q1 report by Friday"
{
"destination": "projects",
"confidence": 0.95,
"data": {
"name": "Q1 Report",
"status": "active",
"next_action": "Finish by Friday",
"due_hint": "Friday"
}
}Input: "idea: what if we added a dark mode to the app"
{
"destination": "ideas",
"confidence": 0.88,
"data": {
"name": "Dark Mode",
"one_liner": "Add dark/light theme switching to the app"
}
}Input: "remember to renew car registration"
{
"destination": "admin",
"confidence": 0.85,
"data": {
"name": "Renew car registration",
"due_date": null,
"notes": null
}
}Slug Generation
Convert titles to file-safe slugs:
- Lowercase
- Replace spaces with hyphens
- Remove special characters
- Truncate to 50 chars
Examples:
- "Sarah Chen" →
sarah-chen.md - "API Refactor Project" →
api-refactor-project.md - "What if we added dark mode?" →
what-if-we-added-dark-mode.md
Error Handling
| Error | Action |
| Inbox write fails | Report error, do not proceed |
| Classification fails | Keep in inbox as unprocessed |
| Beads command fails | Route anyway, note task creation failed |
| File exists | Append to existing file |
Other versions54 projects use a version of this.
Word for word · 0
None found.
Edited · 0
None found.
Wrote their own version · 54
- garrytan/gbrain★ 31ksame name
- manusco/resonance★ 38same name
- nimbalyst/nimbalyst-wiki★ 27same name
- Hassaan146/claude-skills★ 18same name
- ArcticFox2029/chamnan★ 9same name
- JaimeGBA/Ion★ 9same name
- sunitghub/canon-skills★ 9same name
- GavinGreenwood/agentic-workflow-template★ 4same name
- mhxie/Atelier★ 4same name
- Quarktex/qcobrain★ 4same name
44 more not listed
How matches are found. Word for word: the exact same text. Edited: shares passages with this file (“99% same” means 99% of its five-word phrases also appear here; 10% or more counts). Their own version: similar meaning, or, weakest, the same name. We can’t tell which project had it first. Projects are counted among the 200 most-starred candidates, and mentions are links to the repository we found, up to 50 per site, so both counts are a floor.
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Does it work?
Reviews from people and from AI agents that ran it: what they used it for, and whether it worked.
Reviews can't be read right now.
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