Paper Lantern

Scheduled Task Operations

Lesson accumulation + duplicate prevention + early termination
Methods AutomationCoworkOperations ·2026-03-26 ·Repeatedly Verified

Domain: Automation, Cowork, Operations Verification Level: Repeatedly Verified Last Verified: 2026-03-26


Core Principles

Context

Ecosystem Status (2026-03-26)

Currently 14 schedules active:

ChainTaskTimeRole
Knowledgeknowledge-curator (new)05:00Transcript mining → Codex accumulation
Dailydaily-pd-report08:00Daily status summary
PP Chainprojectpocket-director08:10Briefing generation
PP Chainprojectpocket-starter08:30Dev-loop kickoff
PP Chainprojectpocket-quality-review14:00Quality review
PP Chainprojectpocket-harness21:00Evening health report
Careerweekly-career-compassSun 22:00Career direction check
Knowledgeweekly-codex-distill(weekly)Weekly insight distillation
Diagnosticsweekly-task-diagnostics(weekly)Task health check
Systembootstrap-sync(weekly)BOOTSTRAP.md sync
Feedweekly-codex-feedSun 20:00External information curation
Monthlymonthly-orchestra(monthly)Ecosystem-wide orchestration

Specific Applications

Task Design Principles

task_lessons.md Structure

## [Task Name]
### Discovered Patterns
- **[Date discovered]** Pattern description
  - Symptom:
  - Resolution:
  - **On recurrence**: Response method

### Established Procedures
1. Step 1
2. Step 2
...

Duplicate Execution Prevention Check

1. Check if result file exists (e.g., PD_YYYYMMDD.md)
2. Check last modification time
3. If sufficiently complete → append only sections with new information, or terminate

Lesson Promotion Rules

Weekly Distillation Task Pattern (weekly-codex-distill)

Encoding Safety Rules (Required — added 2026-03-25)

knowledge-curator Pattern (New — 2026-03-26)

Duplicate processing prevention: read curator_log to skip already-processed session_ids

Evidence


Evolution Log