(Canonical Almost-Code — E-Math + A-Math Unified, with Lattice Codes + Repair Routing)
This is the missing closure piece under OLEVEL-OS.
Once this exists, eduKateSG’s Secondary spine becomes fully symmetric: ENG + SCI + MTH.
0) Definition Lock
Secondary Math Mastery (P3)
The ability to solve familiar and unfamiliar problems accurately and efficiently under timed exam conditions, with stable methods, clean logic, and low careless error rate.
Not:
- “I can do topical worksheets”
- “I understand when teacher shows”
- “I can do it slowly”
- “I memorised steps but don’t know why”
1) Lane Architecture (MTH-SEC)
MTH-SEC ├─ ARI (Arithmetic & Accuracy Control) ├─ ALG (Algebra Engine) ├─ FUN (Functions & Graphs) ├─ GEO (Geometry & Mensuration) ├─ STA (Statistics & Probability) ├─ CAL (Calculus: A-Math) ├─ EQN (Equations & Systems) ├─ PRB (Problem Solving / Modelling) └─ EXM (Exam Control / Timed Stability)
E-Math = all except CAL (and some advanced depth).
A-Math = ALG/FUN/EQN + CAL at higher coupling.
2) Coordinate Grammar (LOCKED)
MTH-SEC-<Z>-<MODULE>-<NODE>-P<0|1|2|3>
Zoom:
- Z0 micro skills (steps, facts, manipulations)
- Z1 relationships/control (method choice, structure)
- Z2 application/transfer (novel problems, modelling)
- Z3 timed stability (speed, accuracy, recovery)
3) MTH-SEC Lattice Codes (Core Set)
A) Accuracy & Arithmetic Control (MTH-SEC-ARI)
Nodes
MTH-SEC-Z0-ARI-OPS= operations accuracy (signs, fractions, indices)MTH-SEC-Z0-ARI-FRA= fraction fluencyMTH-SEC-Z0-ARI-IND= indices/surds accuracyMTH-SEC-Z1-ARI-CHECK= checking habit (reverse/estimate)MTH-SEC-Z3-ARI-CARELESS= careless error rate under time
Failures
- sign errors →
MTH-SEC-Z0-ARI-OPS-P0 - fraction breakdown →
MTH-SEC-Z0-ARI-FRA-P0 - careless spike in exam →
MTH-SEC-Z3-ARI-CARELESS-P0
Repairs
- 10-minute accuracy bursts
- “check step” enforced (estimate, substitute back)
- error log by type (sign/fraction/copy)
B) Algebra Engine (MTH-SEC-ALG)
Nodes
MTH-SEC-Z0-ALG-EXP= expand/factorise fluencyMTH-SEC-Z0-ALG-SIM= simplify expressionsMTH-SEC-Z1-ALG-STRUCT= see structure (common factor, identities)MTH-SEC-Z2-ALG-TRANSFER= apply algebra in context (word problems/graphs)MTH-SEC-Z3-ALG-SPEED= algebra speed stability
Failures
- can’t factorise reliably →
MTH-SEC-Z0-ALG-EXP-P0 - doesn’t recognise patterns →
MTH-SEC-Z1-ALG-STRUCT-P0 - algebra collapses under time →
MTH-SEC-Z3-ALG-SPEED-P1
Repairs
- pattern sets (difference of squares, perfect square)
- “structure spotting” drills (choose method)
- timed algebra sprints
C) Equations & Systems (MTH-SEC-EQN)
Nodes
MTH-SEC-Z0-EQN-LIN= linear equationsMTH-SEC-Z0-EQN-QUAD= quadratic solvingMTH-SEC-Z1-EQN-CHOICE= method choice (factor/complete square/formula)MTH-SEC-Z2-EQN-MODEL= model real scenario into equationsMTH-SEC-Z3-EQN-TIMED= stable solving under time
Failures
- wrong method selection →
MTH-SEC-Z1-EQN-CHOICE-P1 - forms equation wrongly →
MTH-SEC-Z2-EQN-MODEL-P0 - slow solving →
MTH-SEC-Z3-EQN-TIMED-P1
Repairs
- method decision tree
- modelling templates (define variables, write relations)
- timed mixed equation sets
D) Functions & Graphs (MTH-SEC-FUN)
Nodes
MTH-SEC-Z0-FUN-READ= read graph values correctlyMTH-SEC-Z1-FUN-LINK= link equation ↔ graphMTH-SEC-Z2-FUN-TRANS= transformations (shift/stretch/reflect)MTH-SEC-Z2-FUN-APP= apply graphs in contextMTH-SEC-Z3-FUN-TIMED= speed + accuracy under time
Failures
- misreads axes/scale →
MTH-SEC-Z0-FUN-READ-P0 - can’t connect equation to shape →
MTH-SEC-Z1-FUN-LINK-P0 - gets transformations mixed →
MTH-SEC-Z2-FUN-TRANS-P1
Repairs
- axis/scale first protocol
- “sketch by features” drills
- transformation mapping drills
E) Geometry & Mensuration (MTH-SEC-GEO)
Nodes
MTH-SEC-Z0-GEO-FACTS= angle facts / circle factsMTH-SEC-Z1-GEO-REASON= proof-style reasoning stepsMTH-SEC-Z2-GEO-TRANSFER= novel geometry setupsMTH-SEC-Z0-GEO-MENS= area/volume/ratio accuracyMTH-SEC-Z3-GEO-TIMED= stable reasoning under time
Failures
- knows facts but can’t chain →
MTH-SEC-Z1-GEO-REASON-P0 - stuck when diagram looks new →
MTH-SEC-Z2-GEO-TRANSFER-P0
Repairs
- “reason chain” template (Given → Therefore → Hence)
- diagram annotation protocol
- variation drills (same theorem, different diagram)
F) Statistics & Probability (MTH-SEC-STA)
Nodes
MTH-SEC-Z0-STA-CALC= compute mean/median/range etc.MTH-SEC-Z1-STA-INTERP= interpret graphs (histogram, boxplot)MTH-SEC-Z2-STA-APP= apply stats reasoningMTH-SEC-Z0-STA-PROB= probability basicsMTH-SEC-Z2-STA-PROB2= multi-step probabilityMTH-SEC-Z3-STA-TIMED= time stability
Failures
- calculation slips →
MTH-SEC-Z0-STA-CALC-P1 - misinterprets boxplot/histogram →
MTH-SEC-Z1-STA-INTERP-P0 - probability tree confusion →
MTH-SEC-Z2-STA-PROB2-P0
Repairs
- calculation check habit
- “read before compute” protocol
- tree/table method drills
G) Calculus (A-Math) (MTH-SEC-CAL)
Nodes
MTH-SEC-Z0-CAL-DIFF= differentiation rulesMTH-SEC-Z0-CAL-INT= integration basics (if applicable)MTH-SEC-Z1-CAL-CHAIN= chain/product/quotient choiceMTH-SEC-Z2-CAL-APP= application (tangent/normal, max/min, rates)MTH-SEC-Z3-CAL-TIMED= speed stability
Failures
- wrong rule selection →
MTH-SEC-Z1-CAL-CHAIN-P1 - cannot apply to context →
MTH-SEC-Z2-CAL-APP-P0 - algebra ruins calculus → routes back to
MTH-SEC-*ALG*
Repairs
- rule decision tree
- standard application templates
- timed mixed practice
H) Problem Solving / Modelling (MTH-SEC-PRB)
This is the “exam differentiator” layer.
Nodes
MTH-SEC-Z1-PRB-REP= represent problem (diagram/table/let variables)MTH-SEC-Z2-PRB-REMAP= remap to known templateMTH-SEC-Z2-PRB-BOUND= boundary/constraint awarenessMTH-SEC-Z3-PRB-TIMED= stable under time
Failures
- doesn’t know where to start →
MTH-SEC-Z1-PRB-REP-P0 - method mismatch →
MTH-SEC-Z2-PRB-REMAP-P0
Repairs
- “represent first” protocol
- template library drills
- timed multi-step sets
I) Exam Control (MTH-SEC-EXM)
Nodes
MTH-SEC-Z1-EXM-ALLOC= time allocationMTH-SEC-Z2-EXM-ORDER= question order strategyMTH-SEC-Z3-EXM-STABLE= full-paper stabilityMTH-SEC-Z3-EXM-RECOV= recovery after stuck/error
Repairs link directly to OLEVEL-Z3-PAC-* and OLEVEL-Z3-REC-*.
4) Failure Router (Symptom → Code → Repair)
Symptom: “Careless mistakes kill my score”
Likely:
MTH-SEC-Z3-ARI-CARELESS-P0
Repair:
- 10-minute accuracy bursts daily
- mandatory check step: substitute / estimate
- error log by type (sign/copy/fraction)
Symptom: “I can do topics but fail unfamiliar questions”
Likely:
MTH-SEC-Z2-PRB-REMAP-P0MTH-SEC-Z2-ALG-TRANSFER-P1
Repair:
- variation drills: same concept, different skin
- representation-first protocol
- template remapping practice
Symptom: “A-Math differentiation okay, applications fail”
Likely:
MTH-SEC-Z2-CAL-APP-P0- often also
MTH-SEC-Z1-ALG-STRUCT-P1
Repair:
- application templates (max/min, tangent/normal)
- algebra structure drills
- timed mixed application sets
5) Why This Completes eduKateSG.com (Secondary Spine)
Now the full school spine exists in OS form:
ENG-PRI,SCI-PRI,MTH-PRI✅ENG-SEC,SCI-SEC,MTH-SEC✅PSLE-OS,OLEVEL-OS✅- Start Here hub ✅
- Lattice Atlas + Code Registry ✅
- Directory-of-Directories ✅
That’s structural completion.
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/
- https://edukatesg.com/tan-tock-seng-hospital-os-ttsh-os/
- 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/
- https://edukatesg.com/water-os-general-water-wastewater-lane-almost-code-canonical/
- https://edukatesg.com/communications-os-general-telecom-internet-information-transport-lane-almost-code-canonical/
- https://edukatesg.com/media-os-general-media-information-integrity-narrative-coordination-lane-almost-code-canonical/
- https://edukatesg.com/waste-os-general-waste-sanitation-public-cleanliness-lane-almost-code-canonical/
- https://edukatesg.com/manufacturing-os-general-manufacturing-production-systems-lane-almost-code-canonical/
- https://edukatesg.com/logistics-os-general-logistics-warehousing-supply-routing-lane-almost-code-canonical/
- https://edukatesg.com/construction-os-general-construction-built-environment-delivery-lane-almost-code-canonical/
- https://edukatesg.com/science-os-general-science-rd-knowledge-production-lane-almost-code-canonical/
- https://edukatesg.com/religion-os-general-religion-meaning-systems-moral-coordination-lane-almost-code-canonical/
- https://edukatesg.com/finance-os-general-finance-money-credit-coordination-lane-almost-code-canonical/
- https://edukatesg.com/family-os-general-family-household-regenerative-unit-almost-code-canonical/
