Unified Almost-Code (Z0–Z3) + Failure Atlas + Sensors + Repairs + Traps v0.2
PAGE-ID: EDK-LAN-AMTH-DIFF-OS-v0.2
Role: LAN.TopicOS + Pipeline + FailureAtlas + SensorPack + RepairLoops + TrapGovernance
Purpose: make Differentiation reliable (correct + fast + transferable) under O-Level load.
0) Definition Lock
Differentiation OS := the capability system for computing derivatives cleanly, interpreting gradients/rates, solving application tasks (tangent/normal/stationary), and avoiding trap collapses under time pressure.
P3 Differentiation condition:
Can differentiate accurately, select correct application method, maintain algebra cleanliness, and validate results under time and traps.
1) Differentiation OS Scope (what is included)
Core families:
- derivative rules (power rule)
- gradients at points (substitution)
- tangents and normals
- stationary points (solve dy/dx = 0)
- increasing/decreasing & turning point interpretation
- rate of change style questions (basic)
- graph sketching from derivative info (when required)
(Chain rule/product/quotient may be out-of-scope for pure O-Level syllabus depending on track; include only if your students’ syllabus requires it.)
2) Z0–Z3 Directory (skills → failure modes → sensors → repairs)
Z0 — Kernel Atoms (Non-negotiables)
Node D0.1 — Algebra Kernel for Calculus (Simplify First)
NodeID: DIFF-Z0-ALG-KRN
Skills: expand/collect/factorise cleanly; simplify before differentiate
Failure modes: algebra swamp; sign slips; messy work makes derivative wrong (B2/B5)
Sensors: Foundation Fluency; Messiness/Hesitation; Error Recurrence
Repairs:
- A-Math Fluency Kernel Daily 15
- “Simplify-before-differentiate” rule
- Chain discipline (one operation per line)
Trap: TR1 sign trap.
Node D0.2 — Power Rule Fluency
NodeID: DIFF-Z0-POWER-RULE
Skills: d/dx (ax^n) = anx^(n−1) (with constants, multiple terms)
Failure modes: wrong exponent reduction; loses coefficient; constant term errors (B1/B2)
Sensors: Error Recurrence; Precision
Repairs:
- micro derivative sets (fast)
- “coefficient × exponent, exponent −1” chant rule
- immediate retest
Node D0.3 — Substitution Discipline (x = value)
NodeID: DIFF-Z0-SUB-DISC
Skills: plug x into dy/dx correctly; compute gradient at point
Failure modes: substitutes into y instead of dy/dx; arithmetic slip; wrong point (B4/B5)
Sensors: Representation; Careless spike under time
Repairs:
- “differentiate first, substitute last” rule
- substitution check lab
Z1 — Method Signals + Core Interpretation (Choose correct target)
Node D1.1 — Gradient at a Point
NodeID: DIFF-Z1-GRAD-POINT
Skills: interpret gradient; compute dy/dx then substitute
Failure modes: wrong derivative; wrong substitution; wrong gradient meaning (B1/B2/B5)
Sensors: Precision; Error Recurrence
Repairs:
- derivative micro sets
- “differentiate → substitute” protocol
- estimation sanity (sign of gradient)
Node D1.2 — Stationary Points Signal
NodeID: DIFF-Z1-STAT-SIGNAL
Skills: set dy/dx = 0; solve for x; find y; interpret
Failure modes: forget “=0”; solves y=0 instead; loses solutions; wrong y value (B3/B2/B5)
Sensors: Method Selection; Error Recurrence
Repairs:
- signal lab: “stationary → dy/dx = 0”
- solve pipeline drills
- check by substitution back into y
Trap: TR4 final form trap (gives x only when y required, or vice versa).
Node D1.3 — Tangent / Normal Signal
NodeID: DIFF-Z1-TAN-NORM
Skills: tangent gradient = dy/dx at point; normal gradient = negative reciprocal
Failure modes: mixes tangent/normal; wrong negative reciprocal; equation form errors (B3/B2/TR1)
Sensors: Method Selection; Foundation Fluency; Trap rate
Repairs:
- signal drills: “tangent uses dy/dx; normal uses −1/m”
- line equation lab: point-slope form
- trap mini: negative reciprocal errors
Z2 — Transfer + Multi-Step Applications (Pipeline survivability)
Node D2.1 — Tangent Equation Pipeline (Multi-step)
NodeID: DIFF-Z2-TAN-EQ-PIPE
Pipeline:
- differentiate
- substitute x to get gradient m
- find y at that x
- use point-slope equation
Failure modes: wrong order; uses wrong point; algebra slips in line equation (B4/B2/B5)
Sensors: Transfer/Variation; Error Recurrence
Repairs:
- pipeline drills with fixed 4-step template
- chain discipline rewrite
- retest ≤ 7 days
Node D2.2 — Stationary Point Interpretation (Max/Min/Turning)
NodeID: DIFF-Z2-STAT-INTERP
Skills: interpret turning points; increasing/decreasing reasoning (if required)
Failure modes: incorrect conclusion; missing “turning point” meaning; wrong sketch implications (B1/B3)
Sensors: Concept clarity; Transfer
Repairs:
- interpretation drills: “what does dy/dx sign mean?”
- link to graph behaviour
Node D2.3 — Mixed Differentiation Set (Variation ladder)
NodeID: DIFF-Z2-MIX-VAR
Failures: can do drills, fails on mixed; freezes when question changes wording (B3 hidden B1)
Sensors: Transfer/Variation
Repairs:
- variation ladder (T0→T4)
- method-signal annotation before solving
Z3 — Timed Stability + Trap Audit (Exam Reliability)
Node D3.1 — Timed Differentiation Mini-Paper
NodeID: DIFF-Z3-TIMED
Failures: slow algebra; loses steps; careless spikes; time collapse (B6→B5)
Sensors: Pace Budget; DriftRisk
Repairs:
- timed mini sets with strict template usage
- skip/return policy
- reserve audit time
Node D3.2 — Differentiation Trap Audit Checklist
NodeID: DIFF-Z3-TRAP-AUDIT
Traps:
- TR1 sign trap in derivative/algebra
- TR4 final form trap (gradient vs equation vs coordinates)
- substitution order trap (substitute before differentiating)
- normal gradient trap (−1/m errors)
Audit stack:
- confirm you differentiated first
- verify gradient sign makes sense
- check normal gradient is negative reciprocal
- verify final answer matches asked (gradient? equation? coordinates?)
3) Differentiation Sensors (Topic-specific pack)
Minimum sensors:
- S1 Derivative Accuracy Sensor (Precision)
- S2 Pipeline Order Sensor (template adherence)
- S3 Algebra Cleanliness Sensor (messiness/hesitation)
- S4 Method Signal Sensor (tangent/normal/stationary)
- S5 Pace Budget Sensor (timed stability)
- S6 Trap Activation Sensor (audit failure frequency)
4) Differentiation Labs (Topic-specific drill set)
- Lab-D1: Power rule micro sets (daily 8–10 min)
- Lab-D2: Substitution discipline lab (differentiate then substitute)
- Lab-D3: Tangent/Normal signal lab (choose without solving)
- Lab-D4: Tangent equation pipeline lab (4-step template)
- Lab-D5: Stationary point pipeline lab (dy/dx=0 + y + interpret)
- Lab-D6: Timed mini + trap audit routine
5) Differentiation Gauge (Topic Scorecard)
Weekly:
- Precision __/5
- Bandwidth (recognition of question type) __/5
- Speed __/5
- DriftRisk: Low/Med/High
- Dominant bucket: B1–B6
Readiness targets (default):
- Precision ≥ 3
- Bandwidth ≥ 3
- Speed ≥ 3
- DriftRisk not High
6) Operator Checklist (Copy-Paste Block)
[Differentiation OS Operator Checklist v0.2]1) Enforce template order: Differentiate → Substitute → Compute gradient → Solve pipeline → Audit2) If derivative errors repeat → Lab-D1 daily + Lab-D23) If tangent/normal confusion → Lab-D3 (signals)4) If multi-step collapse → Lab-D4/D5 (pipeline drills)5) If timed collapse → Lab-D6 (timed minis + audit)6) Retest within 7 days for repeated bucket errors
Next
Say next and I’ll write Trigonometry OS (A-Math) (identities + equations + domains + general solutions + traps), which is the third big A-Math grade lever after Quadratics + Differentiation.
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/
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- 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
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