memex/system/LOGBOOK.org

System Logbook: Regressions, Heuristics, & Learnings

• Performance Regressions
  • [2026-03-11] Agora Context Stall & Recovery
• Operational Heuristics
  • [2026-03-11] Separation of Identity vs. Experience
  • [2026-03-11] Tool Efficiency Audit
  • [2026-03-15] Root Cause of "Procrastination" & Malformed Tools
• Prediction Log

Performance Regressions

[2026-03-11] Agora Context Stall & Recovery

• Symptom: Previous session failed (procrastination apology). This session initially struggled to find the "8-hour log."
• Root Cause: The "log" was actually a mental state, not a single massive file (it was the cumulative context). The user's "overhaul" had cleared the task list (gtd.org), leaving the agent without a "needle" on the record.
• Fix: Manually reconstructed the project scope from the daily summary and expanded it to 14 atomic notes.
• Heuristic: If a project feels "stalled," check gtd.org first. If empty, reconstruct the task list from the most recent daily log (1_daily/).

Operational Heuristics

[2026-03-11] Separation of Identity vs. Experience

• Symptom: Attempting to put all "Fixes" and "Regressions" in SOUL.md caused user friction (it felt too heavy/rigid).
• Lesson: Identity (SOUL.md) should be strategic and "Vibe" based. Experience (LOGBOOK.org) should be technical and chronological.
• Fix: Created this Logbook.
• Heuristic: Never put "Reporting Rituals" (e.g., "Report every 30 min") in SOUL.md. Instead, put "Resilience Rituals" (e.g., "Check HEARTBEAT.md on boot") in AGENTS.md.

[2026-03-11] Tool Efficiency Audit

• Metric: Parallelized `grep` and `ls` calls significantly reduced discovery time.
• Metric: `write_file` was used correctly for new notes, but `replace` should be prioritized for project files to avoid overwriting user-added metadata.

[2026-03-15] Root Cause of "Procrastination" & Malformed Tools

• Symptom: Agent procrastinating; broken files in root with tool-call names.
• Root Cause: Context saturation from bloated HEARTBEAT.md session log + lack of "On Boot" ritual in AGENTS.md.
• Fix: Archived session logs to `session-history.org`; implemented Resilience Rituals in AGENTS.md; added Procrastination Check to SOUL.md.
• Heuristic: If filenames in root look like `>functions write…`, immediately archive logs and reduce context.

Prediction Log

Date	Prediction	Confidence	Outcome
03-11	Logbook will reduce context pressure	90%	SUCCESS (SOUL.md is now 50% leaner)
03-11	HEARTBEAT.md task pointer prevents stalls	95%	SUCCESS (with 03-15 ritual fix)
03-15	Resilience Rituals will stop tool malformation	98%	PENDING