● INTERNAL · 教研 & 员工培训 · de-identified · not a public page · taxonomy frozen (m8208)
LIGHT HOPE™微光教育
RUDO™鲁多 · 教研

Cultivation Framework · 教研训练体系 · v1.0

We don't score children. We find the gap — and teach to it.

One shared language for every teacher: name the kind of gap, choose the method that fits it, and confirm with evidence — never a single number over a child. 给每位老师一套共同语言:认出缺口的类型,选对它的方法,用证据确认——从不用一个分数去概括一个孩子。

Source pedagogy m800 (康晓文) · gap-type language m8201 · classification frozen m8208 Discipline teachers speak Gap Types · the system stores P-codes · no total score Base 121 candidate records (32 de-identified to SID) · 113 events · 40 observations
01

The one move, every time

Everything below serves a single teaching loop. A new hire learns this loop first, then the vocabulary that fills it.

SEE
Locate, then name

First: is this a current-concept gap, or an upstream prerequisite gap? Rule out the prerequisite before naming anything else — then say which of the eight gap types fits. Teachers speak Gap Types.

→
TEACH
Choose the fitting method

Each gap type has a method the research supports — reteach, represent, restate, check, transfer, or adjust. Match the method to the mechanism, not the surface error.

→
CONFIRM
Check with evidence — later

Log what was observed, not what was felt. A reaction in the moment is not an outcome; verify with a delayed, spaced retention/transfer check.

Differential first. The same surface error can come from different mechanisms — a dropped sign may be Monitoring or Representation. Read the process (how they worked it), not just the product, before you code. If the evidence can't tell them apart yet, that's P12 — a valid answer, not a failure.
02

The eight gap types

The teacher-facing language. Behind each sits one or more research process-codes (P01–P13). Ask the question; the answer names the gap; the gap names the method.

Knowledge知识缺口
P01 · P02 · P03 · P04 · P08
他知道这个概念/规则吗?知道规则什么时候成立吗?
Method · for absent knowledge: worked example → faded example · for a misconception: elicit → confront → resolve (re-teaching it the same way won't dislodge it) · decompose the procedure · state the rule's trigger condition
Representation表征缺口
P05
他能把想法正确写出来 / 画出来 / 读出来吗?(数字反写、7 像 1、符号、图像)
Method · concreteness fading — fade the concrete and map it onto the symbols · verbalize the symbols. Note: digit reversal / legibility is a handwriting-developmental issue, not a math-representation gap.
Interpretation题意缺口
P06
他读懂题目问什么了吗?算出来的量,是题目要的量吗?
Method · restate the situation in their own words · model the problem type (schema recognition) — not keyword-underlining
Strategy / Method Fit方法适配
P07
他选的方法对这道题合适吗?有没有更直接的路?
Method · offer a principle-first alternative · compare two strategies side by side
Monitoring监控缺口
P09
他会自己检查吗?漏看数字、不核对答案是否合理?
Method · estimate first · reverse-check the answer · a checklist that fades toward the learner's own self-questioning
Transfer迁移缺口
P10
单独一个技能会,换个情境、或几个技能合起来,就不会了?
Method · first rule out automaticity (is the component fluent, or is working memory overloaded?) · then interleave + contrasting cases · near → far, teaching the deep structure
Environment / Motivation环境与动力适配
P11
表现起伏,是因为专注、疲劳、看不到进度、缺少及时反馈?
Method · separate attention/fatigue (executive) from motivation (value) · competence: a visible mastery signal · add autonomy & relatedness, not only an external progress bar · screen for math anxiety — it suppresses working memory and mimics a knowledge gap
Challenge Fit挑战适配
P13
题目对他来说是不是太容易 / 太难,以至于看不出真实水平?
Method · raise or lower the challenge to reveal the true state · placement prep
P12 · Insufficient Evidence is a research-discipline code, never a judgment. "We don't have enough to classify yet" is an honest state — it is never read as "the child is weak." When you hit it, it schedules more evidence-gathering; it is not a permanent "unknown".

Methods that cut across every gap

The highest-yield learning-science moves aren't tied to one gap — train them as defaults.

Retrieval practice
检索练习 · test to learn, not just to grade
Spacing
间隔 · revisit across days, not one block
Worked → faded
worked-example effect · fade support as skill grows
Interleaving
交错 · mix problem types; contrasting cases
Manage load
认知负荷 · build component fluency before composing
Confront misconceptions
误概念 · elicit → confront → resolve
Screen anxiety
数学焦虑 · it mimics a knowledge gap
Feedback design
反馈 · task-level, timely, non-comparative
03

The learner profile · 八维侧画像

How a learner is seen — across eight dimensions, plus what they know. Eight readings, held together. Never summed into a rank.

Conceptual
概念理解
Procedural
程序流畅
Self-correction
自我纠错
Attention
注意力稳定
Motivation
动机反应
Environment
环境敏感
Transfer
迁移
Retention
保持
mastered in record 已掌握 developing 发展中 gap 缺口 unknown 未知  · per knowledge point · grade band K-2 / 3-5 / 6-8 / 9-12
No total score (I3). Eight dimensions are read separately and shown separately — a child is a shape across dimensions, not a point on a line. No cross-child ranking; but a simple count of "gap" dimensions may flag a learner for support without ranking anyone. Each reading carries a confidence — a small evidence base means "unknown", not "low".

◇ These eight standing dimensions are a different lens from the eight momentary gap types (§02): the profile is how a learner tends to be; a gap is what's happening on this task. They don't map one-to-one — Retention has no gap type; Representation, Interpretation, Strategy and Challenge have no profile dimension.

04

Learner profiles in practice · 侧画像案例

Five recurring shapes teachers meet. Each is a profile signature + a dominant gap type + the method that fits. These are teaching composites — not real children.

Fast, uncheckedRUDO-MATH-A
Conceptual ✓Procedural ✓Self-correction ↓Monitoring gap · P09

Solves quickly and often correctly, but skips the check — drops a sign, misses a number, never asks "is this reasonable?"

Fit · estimate first · reverse-check · a two-line checklist before "done".
Sees it, can't write itRUDO-MATH-B
Conceptual ✓Representation gap · P05

Understands the idea aloud, but can't hold it in symbols or diagrams — can't draw the model that would unlock the concept. (Messy handwriting or reversal is separate — that's legibility, not this.)

Fit · concreteness fading — build it concrete, then fade onto the symbols · verbalize each symbol.
Solo-fine, combo-stuckRUDO-MATH-C
Isolated skills ✓Transfer gap · P10

Each skill works on its own; put two together, or change the surface of the problem, and it collapses.

Fit · a near → far sequence · bridge from the known skill outward in small steps.
Up-and-downRUDO-MATH-D
Environment-sensitive · P11Motivation-linked

Capable, but performance swings with focus, fatigue, and whether progress is visible — not with what they can actually do.

Fit · reduce noise · shorter chunks · a short-cycle mastery signal they can see rising.
Reads fast, misreadsRUDO-MATH-E
Computation ✓Interpretation gap · P06

The arithmetic is fine — but answers a different question than the one asked; rushes the reading, computes the wrong quantity.

Fit · restate the situation in their words · name the problem type before computing.
Anxious & masked · 共现RUDO-MATH-F · blended
Looks like KnowledgeMath anxietyMonitoring · P09

Freezes on a test and "forgets", yet explains it calmly afterwards. Anxiety suppresses working memory and mimics a knowledge gap — with a real monitoring gap underneath. The single-code reflex would mislabel this child.

Fit · read the process, not the score · lower the stakes to reveal the true state (P13) · address the anxiety before concluding "doesn't know it".

◇ Illustrative composites for training — de-identified, not real children. Real gaps are momentary, method-linked states — never a permanent label for a child ("a Monitoring-gap kid"). Real profiles live in m8208 (internal · never customer-facing) under alias RUDO-MATH-####.

05

Worked cases · 黄金标准案例

The move, run end to end. These are the calibration key — a new coder must reach the same codes on cases like these. Composite, de-identified.

Case 1 · a clean single-gap read
ObserveSolves a two-step equation fast; answer has a sign error; when asked "does that look right?" immediately spots it.
LocatePrerequisites intact (isolates the variable correctly) — a current-level issue, not upstream.
NameMonitoring gap · P09 primary. Not Representation — the notation is fine; the check is missing.
MethodEstimate first · reverse-check · a fading self-question ("is this reasonable?").
LogReaction: caught it once prompted. Outcome: unverified — schedule a spaced check next session.
Case 2 · a strength, and an honest P12
ObserveExplains why a common denominator is needed, in own words, unprompted — but only one fractions item is on record.
Type firstThis is a strength, not a gap → it carries no gap code (coding rule).
CoverageOne item can't establish a pattern → the rest of the fractions profile is P12 · insufficient evidence, never "weak".
MethodCollect more evidence (dynamic assessment) before profiling; keep the strength visible.
Case 3 · blended, and easy to misread
ObserveBlanks on a timed quiz and "forgets" a method; ten minutes later, calm, explains it correctly.
DifferentialSurface says "Knowledge gap" — but the after-the-fact explanation rules it out. Read the process: performance collapses under evaluative pressure.
NameMath anxiety (masking) + a secondary Monitoring gap · P09. Not P01. Two codes, primary first.
MethodLower the stakes to reveal true state (P13) · address anxiety · then teach the monitoring routine.
LogReaction: relief when stakes dropped. Outcome: verify with a low-stakes spaced retrieval check.
06

Content × process · how a case is classified

Two axes. What the math is (content) crosses why it broke (process / gap type). Content codes are owned by m453; we only reference them.

Content groupCodesCommonly co-occurring process
Algebra symbols · variables · equationsE001–E008P01 · P03 · P05 · P07 · P08
Geometry angles · area · proofE009–E014P02 · P05 · P10
Statistics probability · distributionE015–E020P06 · P09
Fractions · Ratios · Number sense (K–8)E021+ proposedP01 · P05 · P06 · P10 · P11

Coding order: set observation type first — gap / developing / strength / context. A strength carries no gap code. Each gap row takes one primary code (a second only if a second mechanism is clearly present); never code from a "feeling" or from detail not in the record.

Common confusions · 消歧

The pairs coders most often mix up. Rule of thumb: rule out prerequisite → interpretation → then the mechanism. If two still fit and the evidence can't separate them, code P12.

You see…Could beTell them apart by
A dropped signMonitoring vs RepresentationNotation broke (Rep) vs it was written fine but never checked (Mon)?
Answers the wrong quantityInterpretation vs StrategyMisread what's asked (Interp) vs read it right but chose a poor method (Strat)?
Performance swingsEnvironment/Motivation vs Challenge FitFocus / affect / anxiety (Env) vs task too easy or hard to show true state (Chal)?
Fails when skills combineTransfer vs automaticity (Knowledge)Component fluent but won't transfer (Transfer) vs component not automatic → working-memory overload (load)?
Same error keeps returningabsent Knowledge vs a misconceptionNever learned it (worked example) vs learned it wrong (elicit → confront)?
07

The disciplines · 员工培训铁律

What a teacher is trained to hold — the honesty rules that keep the method trustworthy.

I3
Profile, don't rank

No total score, ever. Eight dimensions read and shown separately.

I4
Reaction ≠ outcome

A child lighting up in the moment is not yet a learning result. Log it as a reaction, verify the outcome later.

P12
Insufficient ≠ weak

"Not enough evidence" is an honest state, never a verdict on the child.

CODE
Evidence, not feeling

Code only from what's in the record; strengths never get a gap code; at most two codes.

I1
De-identify by default

Names serve teaching only; analysis and reporting run on aliases. One learner is never merged with a same-name other.

I5
Literature must land

Every gap type and method traces to published learning-science, not opinion.

Traceability · P-codes reference: NRC (How People Learn) · IES Practice Guides (math / fractions / algebra / problem-solving) · NMAP · EEF (metacognition / feedback) · SDT (motivation) · ETS (learning progressions) · transfer research.

08

How a new teacher learns this

Sequenced, not dumped. Week 1 is the loop + the four highest-frequency gaps (Knowledge, Monitoring, Interpretation, Representation) learned through the personas & worked cases; P-codes, the E×P grid, and the rarer gaps come later. Each step has a pass gate before the next.

1

Learn the loop & the four core questions

See → Teach → Confirm, and the teacher-question for the four highest-frequency gaps. Gate: can state the loop and match each question to its gap.

2

Shadow & name gaps aloud

Watch real sessions; call the gap type before the mentor does. Gate: agrees with mentor on ≥8 of 10 live calls.

3

Method drills + the confusions

Practice the fitting method and the five confusable pairs until the move is automatic. Gate: picks the right method + tiebreak on drill cases.

4

Log to standard

Record to the coding rules — evidence not feeling, primary code, alias, no total score — on a log with separate "reaction" and "outcome" fields so I4 is enforced by the form.

5

Calibration & sign-off

Blind-code shared cases against the gold-standard bank with a second reader. Certified when: ≥80% code agreement (or Cohen's κ ≥ 0.7) across ≥15 cases. Fail → coaching + re-attempt.

6

Stay calibrated

Quarterly blind re-code of sampled production cases; drift below threshold triggers re-calibration. Certification is not one-and-done.