Unified Almost-Code (Z0–Z3) + Failure Atlas + Sensors + Repairs + Traps v0.2
PAGE-ID: EDK-LAN-AMTH-QUAD-OS-v0.2
Role: LAN.TopicOS + Directory + FailureAtlas + SensorPack + RepairLoops + TrapGovernance
Purpose: make Quadratics reliable (not just “can do some questions”) under O-Level load.
0) Definition Lock
Quadratics OS := the capability system for recognising quadratic structure, selecting the right tool, executing transformations cleanly, and validating solutions under traps and time pressure.
P3 Quadratics condition:
Can solve routine + unfamiliar quadratic variants with correct method choice, clean algebra, correct roots/constraints, and stable pace.
1) Quadratics OS Scope (what is included)
Core families:
- quadratic expressions (expand/factorise/simplify)
- quadratic equations (solve using the right tool)
- completing the square (vertex form)
- discriminant reasoning (nature of roots)
- quadratic graphs (shape/vertex/intercepts)
- quadratic inequalities (sign logic)
- application problems involving quadratics (basic modelling)
2) Z0–Z3 Directory (skills → failure modes → sensors → repairs)
Z0 — Kernel Atoms (Non-negotiables)
Node Q0.1 — Factorisation Fluency (Forms)
NodeID: QUAD-Z0-FACT-FORMS
Skills: common factor; trinomials; special products; regrouping patterns
Failure modes: wrong factor pair; sign error; cannot spot structure (B2/B3)
Sensors: Foundation Fluency; Method Selection (structure recognition)
Repairs:
- Fluency Lab (micro factor sets)
- Variation Ladder V0→V2 on factor forms
- “no expansion if factorable” rule
Trap: TR1 sign trap (± confusion).
Node Q0.2 — Expansion & Simplification Discipline
NodeID: QUAD-Z0-EXP-SIMP
Skills: expand cleanly; collect like terms; simplify before solving
Failure modes: algebra explosion; wrong collection; careless slips (B2/B5)
Sensors: Messiness/Hesitation; Error Recurrence
Repairs:
- Algebra Kernel Daily 15
- Chain discipline (1 operation/line)
- Repair & Retest ≤ 7 days
Node Q0.3 — Algebraic Fractions / Restrictions (if present)
NodeID: QUAD-Z0-FRAC-REST
Skills: simplify rational expressions with quadratics; denom restrictions
Failure modes: illegal cancellation; forget denom ≠ 0 (TR2)
Sensors: Trap activation; Error Recurrence
Repairs:
- Restriction-first rule
- Trap Lab: domain constraints
Z1 — Method Signals (Choose Tool Correctly)
Node Q1.1 — Solve Quadratic Equations (Tool Selection)
NodeID: QUAD-Z1-SOLVE-TOOLS
Tools: factorise; complete square; quadratic formula
Failure modes: chooses wrong tool; wastes time; partial factorisation (B3)
Sensors: Method Selection; Bandwidth (structure recognition)
Repairs:
- Method Signal Lab (no solving): “signal → tool”
- Decision policy (below)
Signal map (minimal):
- easily factorable integers → factorise
- non-factorable / messy coefficients → quadratic formula
- need vertex / minimum/maximum / turning point → complete square
Node Q1.2 — Discriminant / Nature of Roots
NodeID: QUAD-Z1-DISC-ROOTS
Skills: interpret b²−4ac; link to root count and graph intersection
Failure modes: wrong substitution; misinterpretation (B1/B2)
Sensors: Concept Sensor (B1) + Error Recurrence
Repairs:
- micro drills: compute discriminant quickly
- explain: “>0 two roots, =0 one root, <0 no real roots” (and what it means in graphs)
Node Q1.3 — Graph Structure (Vertex / Axis / Intercepts)
NodeID: QUAD-Z1-GRAPH-STRUCT
Skills: shape; axis of symmetry; vertex; intercepts
Failure modes: wrong vertex; wrong axis; scale reading errors (B4/B5)
Sensors: Representation Sensor
Repairs:
- graph reading lab: vertex/intercepts extraction
- connect forms: factor form ↔ intercepts, vertex form ↔ turning point
Z2 — Transfer & Multi-Step Chains (Survive Variation)
Node Q2.1 — Completing the Square Pipeline
NodeID: QUAD-Z2-COMP-SQ
Skills: convert ax²+bx+c; interpret vertex form
Failure modes: wrong half-b; sign errors; messy steps (B2/TR1)
Sensors: Foundation Fluency; Error Recurrence
Repairs:
- chain discipline lab
- micro “complete square” sets
- trap mini: sign distribution
Node Q2.2 — Quadratic Inequalities
NodeID: QUAD-Z2-INEQ
Skills: sign chart reasoning; intervals from roots; include/exclude endpoints
Failure modes: wrong interval; flips inequality; misses endpoint logic (B1/B3/TR4)
Sensors: Method Selection; Transfer; Error Recurrence
Repairs:
- inequality sign-chart lab
- variation ladder across >, ≥, <, ≤
- final answer form checklist (interval notation / set statement)
Node Q2.3 — Mixed-Form Quadratics (connect representations)
NodeID: QUAD-Z2-MIX-FORMS
Skills: move between standard/factor/vertex; choose best form
Failure modes: expands when should factor; cannot see purpose of form (B3)
Sensors: Bandwidth; Method Selection
Repairs:
- form-choice drills: “goal → best form”
- mixed set weekly
Z3 — Timed Stability + Trap Audit (Exam Reliability)
Node Q3.1 — Timed Quadratics Mini-Paper
NodeID: QUAD-Z3-TIMED
Skills: pace + clean working under time
Failure modes: slow algebra; panic switching; careless spikes (B6→B5)
Sensors: Pace Budget; DriftRisk
Repairs:
- Timed Stability Lab (smaller scope)
- “skip/return” policy
- reserve audit time
Node Q3.2 — Quadratics Trap Audit Checklist
NodeID: QUAD-Z3-TRAP-AUDIT
Traps:
- TR1 sign trap in expansion/factor
- TR3 extraneous roots (after squaring / manipulations)
- TR4 final form trap (wrong set/interval, wrong requested quantity)
- TR2 domain restrictions (if denominators/logs introduced)
Audit stack:
- substitute root back into equation (when feasible)
- check sign consistency
- check required answer form (roots vs x-intercepts vs vertex vs range)
- check domain restrictions if any were introduced
3) Quadratics Sensors (Topic-specific pack)
Minimum sensors to track:
- S1 Structure Recognition Speed (Bandwidth)
- S2 Factorisation Fluency (Foundation)
- S3 Tool Selection Accuracy (Method)
- S4 Error Recurrence (repair effectiveness)
- S5 Pace Budget Stability (timed)
- S6 Trap Activation Rate (drift)
4) Quadratics Labs (Topic-specific drill set)
- Lab-Q1: Factorisation Fluency micro sets (daily 10 min)
- Lab-Q2: Signal→Tool classification (no solving)
- Lab-Q3: Completing-square chain lab
- Lab-Q4: Inequality sign-chart lab
- Lab-Q5: Timed mini-paper + audit routine
- Lab-Q6: Trap lab (curated mistakes)
5) Quadratics Gauge (Topic Scorecard)
Weekly:
- Precision __ /5
- Bandwidth (structure recognition) __/5
- Speed __/5
- DriftRisk: Low/Med/High
- Top failure bucket: B1–B6
Readiness targets (default):
- Precision ≥ 3
- Bandwidth ≥ 3
- Speed ≥ 3
- DriftRisk not High
6) Operator Checklist (Copy-Paste Block)
[Quadratics OS Operator Checklist v0.2]1) Identify dominant leak: factor fluency vs tool selection vs chain errors vs pace vs traps2) Run the right lab: - fluency leak → Lab-Q1 daily - tool selection leak → Lab-Q2 - chain leak → Lab-Q3 - inequality leak → Lab-Q4 - pace leak → Lab-Q5 - trap leak → Lab-Q63) Retest within 7 days4) Only expand to harder variants after DriftRisk drops
Start here if you want the full sequence:
Vocabulary OS Series Index:
https://edukatesg.com/vocabulary-os-series-index/
Fence English Learning System:
- https://edukatesg.com/article-1-fence-english-engine/
- https://edukatesg.com/article-2-fence-english-engine/
- https://edukatesg.com/article-3-fence-english-engine/
- https://edukatesg.com/article-4-fence-english-engine/
- https://edukatesg.com/article-5-fence-english-engine/https://edukatesg.com/article-6-fence-english-engine/
- https://edukatesg.com/article-7-fence-english-engine/
- https://edukatesg.com/article-8-fence-english-engine/
- https://edukatesg.com/article-9-fence-english-engine/
- https://edukatesg.com/article-10-fence-english-engine/
- https://edukatesg.com/article-11-fence-english-engine/
eduKateSG Learning Systems:
- https://edukatesg.com/the-edukate-mathematics-learning-system/
- https://edukatesg.com/additional-mathematics-a-math-in-singapore-secondary-3-4-a-math-tutor/
- https://edukatesg.com/additional-mathematics-101-everything-you-need-to-know/
- https://edukatesg.com/secondary-3-additional-mathematics-sec-3-a-math-tutor-singapore/
- https://edukatesg.com/secondary-4-additional-mathematics-sec-4-a-math-tutor-singapore/
- https://edukatesg.com/learning-english-system-fence-by-edukatesg/
- https://edukatesingapore.com/edukate-vocabulary-learning-system/
Recommended Internal Links (Spine)
Start Here for Lattice Infrastructure Connectors
- https://edukatesg.com/singapore-international-os-level-0/
- https://edukatesg.com/singapore-city-os/
- https://edukatesg.com/singapore-parliament-house-os/
- https://edukatesg.com/smrt-os/
- https://edukatesg.com/singapore-port-containers-os/
- https://edukatesg.com/changi-airport-os/
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- https://edukatesg.com/bukit-timah-os/
- https://edukatesg.com/bukit-timah-schools-os/
- https://edukatesg.com/bukit-timah-tuition-os/
- https://edukatesg.com/family-os-level-0-root-node/
- https://bukittimahtutor.com
- https://edukatesg.com/punggol-os/
- https://edukatesg.com/tuas-industry-hub-os/
- https://edukatesg.com/shenton-way-banking-finance-hub-os/
- https://edukatesg.com/singapore-museum-smu-arts-school-district-os/
- https://edukatesg.com/orchard-road-shopping-district-os/
- https://edukatesg.com/singapore-integrated-sports-hub-national-stadium-os/
- Sholpan Upgrade Training Lattice (SholpUTL): https://edukatesg.com/sholpan-upgrade-training-lattice-sholputl/
- https://edukatesg.com/human-regenerative-lattice-3d-geometry-of-civilisation/
- https://edukatesg.com/new-york-z2-institutional-lattice-civos-index-page-master-hub/
- https://edukatesg.com/civilisation-lattice/
- https://edukatesg.com/civ-os-classification/
- https://edukatesg.com/civos-classification-systems/
- https://edukatesg.com/how-civilization-works/
- https://edukatesg.com/civos-lattice-coordinates-of-students-worldwide/
- https://edukatesg.com/civos-worldwide-student-lattice-case-articles-part-1/
- https://edukatesg.com/new-york-z2-institutional-lattice-civos-index-page-master-hub/
- https://edukatesg.com/advantages-of-using-civos-start-here-stack-z0-z3-for-humans-ai/
- Education OS (How Education Works): https://edukatesg.com/education-os-how-education-works-the-regenerative-machine-behind-learning/
- Tuition OS: https://edukatesg.com/tuition-os-edukateos-civos/
- Civilisation OS kernel: https://edukatesg.com/civilisation-os/
- Root definition: What is Civilisation?
- Control mechanism: Civilisation as a Control System
- First principles index: Index: First Principles of Civilisation
- Regeneration Engine: The Full Education OS Map
- The Civilisation OS Instrument Panel (Sensors & Metrics) + Weekly Scan + Recovery Schedule (30 / 90 / 365)
- Inversion Atlas Super Index: Full Inversion CivOS Inversion
- https://edukatesg.com/government-os-general-government-lane-almost-code-canonical/
- https://edukatesg.com/healthcare-os-general-healthcare-lane-almost-code-canonical/
- https://edukatesg.com/education-os-general-education-lane-almost-code-canonical/
- https://edukatesg.com/finance-os-general-finance-banking-lane-almost-code-canonical/
- https://edukatesg.com/transport-os-general-transport-transit-lane-almost-code-canonical/
- https://edukatesg.com/food-os-general-food-supply-chain-lane-almost-code-canonical/
- https://edukatesg.com/security-os-general-security-justice-rule-of-law-lane-almost-code-canonical/
- https://edukatesg.com/housing-os-general-housing-urban-operations-lane-almost-code-canonical/
- https://edukatesg.com/community-os-general-community-third-places-social-cohesion-lane-almost-code-canonical/
- https://edukatesg.com/energy-os-general-energy-power-grid-lane-almost-code-canonical/
- https://edukatesg.com/community-os-general-community-third-places-social-cohesion-lane-almost-code-canonical/
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