gastown/docs/wisp-squash-design.md

Wisp Squash Design: Cadences, Rules, Templates

Design specification for how wisps squash to digests in Gas Town.

Problem Statement

Wisps are ephemeral molecules that need to be condensed into digests for:

• Audit trail: What happened, when, by whom
• Activity feed: Observable progress in the capability ledger
• Space efficiency: Ephemeral data doesn't accumulate indefinitely

Currently under-designed:

• Cadences: When should squash happen?
• Templates: What should digests contain?
• Retention: How long to keep, when to aggregate?

Squash Cadences

Patrol Wisps (Deacon, Witness, Refinery)

Trigger: End of each patrol cycle

patrol-start → steps → loop-or-exit step → squash → new wisp

Decision Point	Action
loop-or-exit with low context	Squash current wisp, create new wisp
loop-or-exit with high context	Squash current wisp, handoff
Extraordinary action	Squash immediately, handoff

Rationale: Each patrol cycle is a logical unit. Squashing per-cycle keeps digests meaningful and prevents context-filling sessions from losing history.

Work Wisps (Polecats)

Trigger: Before gt done or molecule completion

work-assigned → steps → all-complete → squash → gt done → merge queue

Polecats typically use regular molecules (not wisps), but when wisps are used for exploratory work:

Scenario	Action
Molecule completes	Squash to digest
Molecule abandoned	Burn (no digest)
Molecule handed off	Squash, include handoff context

Time-Based Cadences (Future)

For long-running molecules that span multiple sessions:

Duration	Action
Session ends	Auto-squash if molecule in progress
> 24 hours	Create checkpoint digest
> 7 days	Warning: stale molecule

Not implemented initially - simplicity first.

Summary Templates

Template Structure

Digests have three sections:

1. Header: Standard metadata (who, what, when)
2. Body: Context-specific content (from template)
3. Footer: System metrics (steps, duration, commit refs)

Patrol Digest Template

## Patrol Digest: {{.Agent}}

**Cycle**: {{.CycleNumber}} | **Duration**: {{.Duration}}

### Actions Taken
{{range .Actions}}
- {{.Icon}} {{.Description}}
{{end}}

### Issues Filed
{{range .IssuesFiled}}
- {{.ID}}: {{.Title}}
{{end}}

### Metrics
- Inbox: {{.InboxCount}} messages processed
- Health checks: {{.HealthChecks}}
- Alerts: {{.AlertCount}}

Work Digest Template

## Work Digest: {{.IssueTitle}}

**Issue**: {{.IssueID}} | **Agent**: {{.Agent}} | **Duration**: {{.Duration}}

### Summary
{{.Summary}}

### Steps Completed
{{range .Steps}}
- [{{.Status}}] {{.Title}}
{{end}}

### Artifacts
- Commits: {{range .Commits}}{{.Short}}, {{end}}
- Files changed: {{.FilesChanged}}
- Lines: +{{.LinesAdded}} -{{.LinesRemoved}}

Formula-Defined Templates

Formulas can define custom squash templates in [squash] section:

formula = "mol-my-workflow"
version = 1

[squash]
template = """
## {{.Title}} Complete

Duration: {{.Duration}}
Key metrics:
{{range .Steps}}
- {{.ID}}: {{.CustomField}}
{{end}}
"""

# Template variables from step outputs
[squash.vars]
include_metrics = true
summary_length = "short"  # short | medium | detailed

Resolution order:

1. Formula-defined template (if present)
2. Type-specific default (patrol vs work)
3. Minimal fallback (current behavior)

Retention Rules

Digest Lifecycle

Wisp → Squash → Digest (active) → Digest (archived) → Rollup

Phase	Duration	Storage
Active	30 days	.beads/issues.jsonl
Archived	1 year	.beads/archive/ (compressed)
Rollup	Permanent	Weekly/monthly summaries

Rollup Strategy

After retention period, digests aggregate into rollups:

Weekly Patrol Rollup:

## Week of {{.WeekStart}}

| Agent | Cycles | Issues Filed | Merges | Incidents |
|-------|--------|--------------|--------|-----------|
| Deacon | 140 | 3 | - | 0 |
| Witness | 168 | 12 | - | 2 |
| Refinery | 84 | 0 | 47 | 1 |

Monthly Work Rollup:

## {{.Month}} Work Summary

Issues completed: {{.TotalIssues}}
Total duration: {{.TotalDuration}}
Contributors: {{range .Contributors}}{{.Name}}, {{end}}

Top categories:
{{range .Categories}}
- {{.Name}}: {{.Count}} issues
{{end}}

Retention Configuration

Per-rig settings in config.json:

{
  "retention": {
    "digest_active_days": 30,
    "digest_archive_days": 365,
    "rollup_weekly": true,
    "rollup_monthly": true,
    "auto_archive": true
  }
}

Implementation Plan

Phase 1: Template System (MVP)

1. Add [squash] section parsing to formula loader
2. Create default templates for patrol and work digests
3. Enhance bd mol squash to use templates
4. Add --template flag for override

Phase 2: Cadence Automation

1. Hook squash into gt done flow
2. Add patrol cycle completion detection
3. Emit squash events for activity feed

Phase 3: Retention & Archival

1. Implement digest aging (active → archived)
2. Add bd archive command for manual archival
3. Create rollup generator for weekly/monthly summaries
4. Background daemon task for auto-archival

Commands

Squash with Template

# Use formula-defined template
bd mol squash <id>

# Use explicit template
bd mol squash <id> --template=detailed

# Add custom summary
bd mol squash <id> --summary="Patrol complete: 3 issues filed"

View Digests

# List recent digests
bd list --label=digest

# View rollups
bd rollup list
bd rollup show weekly-2025-01

Archive Management

# Archive old digests
bd archive --older-than=30d

# Generate rollup
bd rollup generate --week=2025-01

# Restore from archive
bd archive restore <digest-id>

Activity Feed Integration

Digests feed into the activity feed for observability:

{
  "type": "digest",
  "agent": "greenplace/witness",
  "timestamp": "2025-12-30T10:00:00Z",
  "summary": "Patrol cycle 47 complete",
  "metrics": {
    "issues_filed": 2,
    "polecats_nudged": 1,
    "duration_minutes": 12
  }
}

The feed curator (daemon) can aggregate these for dashboards.

Formula Example

Complete formula with squash configuration:

formula = "mol-witness-patrol"
version = 1
type = "workflow"
description = "Witness patrol cycle"

[squash]
trigger = "on_complete"
template_type = "patrol"
include_metrics = true

[[steps]]
id = "inbox-check"
title = "Check inbox"
description = "Process messages and escalations"

[[steps]]
id = "health-scan"
title = "Scan polecat health"
description = "Check all polecats for stuck/idle"

[[steps]]
id = "nudge-stuck"
title = "Nudge stuck workers"
description = "Send nudges to idle polecats"

[[steps]]
id = "loop-or-exit"
title = "Loop or exit decision"
description = "Decide whether to continue or handoff"

Migration

Existing Digests

Current minimal digests remain valid. New template system is additive:

• Old digests: Title, basic description
• New digests: Structured content, metrics

Backward Compatibility

• bd mol squash without template uses current behavior
• Formulas without [squash] section use type defaults
• No breaking changes to existing workflows

Design Decisions

Why Squash Per-Cycle?

Alternative: Squash on session end only

Rejected because:

• Sessions can crash mid-cycle (lost audit trail)
• High-context sessions may span multiple cycles
• Per-cycle gives finer granularity

Why Formula-Defined Templates?

Alternative: Hard-coded templates per role

Rejected because:

• Different workflows have different metrics
• Extensibility for custom formulas
• Separation of concerns (workflow defines its own output)

Why Retain Forever (as Rollups)?

Alternative: Delete after N days

Rejected because:

• Capability ledger needs long-term history
• Rollups are small (aggregate stats)
• Audit requirements vary by use case

Future Considerations

• Search: Full-text search over archived digests
• Analytics: Metrics aggregation dashboard
• Export: Export digests to external systems
• Compliance: Configurable retention for regulatory needs