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progress.md — Build Log

Project: Mastery Reinforcement & Retry Decision Engine

Updated: 2026-03-04

Session 1 — 2026-03-04

✅ Completed

  • Discovery Q&A completed with user
  • gemini.md initialized — Data Schema and Behavioral Rules locked
  • findings.md created — key design discoveries documented
  • task_plan.md created — full phase checklist initialized
  • implementation_plan.md submitted to user for review
  • Phase 2 (Link): tools/mastery_engine.py built and validated
  • Phase 3 (Architect): architecture/mastery_engine_sop.md documented
  • Dockerfile written — python:3.11-slim, no external deps
  • Phase 4 (Blueprint): User approved all artifacts before code execution
  • Phase 5 (Trigger): Docker image built and container executed

❌ Errors / Blockers

  • None

Session 2 — Phase 5: Trigger (2026-03-04)

� Docker Execution

docker build -t mastery-engine .
docker run --rm mastery-engine

📊 Live CLI Output — docker run --rm mastery-engine

============================================================
     MASTERY DECISION ENGINE — GATEKEEPER v1.0
  Threshold: PROGRESS >= 85 | PIVOT: attempts >= 3 | else: RETRY
============================================================
ARCHETYPE           | SCORE SEQUENCE         |       Sᵥ | FINAL DECISION
------------------------------------------------------------
  Sudden Drop       | [90, 40]               |     55.0 | STATUS: RETRY
                    |                 REASON : Sᵥ (55.0) < 85. Insufficient mastery; re-test required.

  Steady Climb      | [60, 75, 86]           |     82.7 | STATUS: PIVOT
                    |                 REASON : Circuit breaker triggered after 3 attempts. Suggest foundational review.

  Stagnant          | [70, 72, 71]           |     71.3 | STATUS: PIVOT
                    |                 REASON : Circuit breaker triggered after 3 attempts. Suggest foundational review.

============================================================

  ⚑  INTEGRITY NOTE
  ─────────────────────────────────────────────────────
  'Steady Climb' [60, 75, 86] → Sᵥ = 86×0.7 + 75×0.3 = 82.7
  82.7 < 85 (PROGRESS gate) and attempts = 3 >= 3.
  Circuit breaker fires → STATUS: PIVOT.
  To achieve PROGRESS at attempt 3, the 3rd score must be >= 90 given prev=75.
  Formula: current >= (85 − 75×0.3) / 0.7 ≈ 89.3

✅ Validation

Scenario Input Sᵥ Expected Actual
Sudden Drop [90, 40] 55.0 RETRY ✅ RETRY
Steady Climb [60, 75, 86] 82.7 PIVOT ✅ PIVOT
Stagnant [70, 72, 71] 71.3 PIVOT ✅ PIVOT

📋 Phase 5 Status

  • BUILD: ✅ docker build -t mastery-engine . — SUCCESS
  • RUN: ✅ docker run --rm mastery-engine — SUCCESS
  • VALIDATION: ✅ All 3 scenarios match expected schema
  • THRESHOLD MAINTAINED: ✅ MASTERY_GATE = 85 (unchanged)