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+<!--
+AI_NOTE_START
+
+Document role:
+This file is the first official misrepair guide for Atlas v1.
+
+How to use this file:
+1. Read this file after:
+   - [Family Fix Surface v1](./family-fix-surface-v1.md)
+   - [Atlas to WFGY Bridge v1](./atlas-to-wfgy-bridge-v1.md)
+   - [Canonical Casebook v1](../../canonical-casebook-v1.md)
+2. Treat this document as the official guide to common wrong first moves after routing.
+3. Use this file to understand:
+   - which repair mistakes are common by family
+   - why those mistakes are tempting
+   - how to avoid wasting the first repair move
+4. Use this file for teaching, demo design, contributor guidance, and AI-facing repair warnings.
+
+What this file is:
+- The first official misrepair pattern guide
+- A repair-discipline companion to the family fix surface
+- A route-first warning layer
+
+What this file is not:
+- Not the atlas core
+- Not the full deep repair manual
+- Not the full WFGY 3.0 exploration pack
+- Not a list of every possible implementation error
+- Not a replacement for correct routing
+
+Reading discipline for AI:
+- Always preserve route-first discipline.
+- Do not use this file to infer family routing by itself.
+- Use misrepair warnings only after the case has been routed.
+- Treat these patterns as common failure modes of the first repair move, not as full case classifications.
+
+AI_NOTE_END
+-->
+
+# Misrepair Patterns v1 ⚠️
+
+## Problem Map 3.0 Troubleshooting Atlas  
+## Official guide to wrong first repair moves
+
+## 0. Document Status 🚦
+
+This document is the **first official misrepair guide** for the atlas fix layer.
+
+It exists to answer a very practical question:
+
+> After correct routing, what are the most common wrong first repair moves?
+
+This matters because many debugging failures do not come only from bad classification.
+
+They also come from:
+
+- repairing the wrong layer first
+- choosing a repair move that sounds sensible but is structurally misaligned
+- patching a downstream symptom before restoring the upstream invariant
+
+This document is frozen as **Misrepair Patterns v1**.
+
+It is frozen not because all repair mistakes are known forever, but because the first stable public set of family-level misrepair warnings is now strong enough to support teaching, demos, and real troubleshooting.
+
+---
+
+## 1. Why misrepair deserves its own document 🧠
+
+Correct routing is necessary, but not sufficient.
+
+A team can correctly identify:
+
+- the family
+- the broken invariant
+- the best current fit
+
+and still lose time if the first repair move is wrong.
+
+Misrepair matters because the wrong first move often does one of three things:
+
+1. wastes time on a downstream symptom
+2. makes the case look more stable while leaving the real failure untouched
+3. pushes the team into a more confusing second-order mess
+
+Short version:
+
+> **wrong first repair moves are one of the fastest ways to turn a solvable case into a messy one**
+
+---
+
+## 2. What this document covers 🎯
+
+This document focuses on **family-level misrepair patterns**.
+
+That means it identifies:
+
+- the most common wrong first move for each family
+- why that wrong move is tempting
+- what structural mistake it reflects
+- what the correct repair posture should be instead
+
+This document does **not** try to list every possible implementation error.
+That belongs later to:
+
+- community fix packs
+- runnable examples
+- Colab workflows
+- benchmark reruns
+- deeper WFGY exploration
+
+This document stays at the official public grammar layer.
+
+---
+
+## 3. Core misrepair discipline 🔒
+
+The official misrepair discipline is simple:
+
+### Rule 1
+
+Do not repair before routing.
+
+### Rule 2
+
+Do not patch downstream polish before restoring the broken invariant.
+
+### Rule 3
+
+Do not mistake the easiest visible symptom for the first repair target.
+
+### Rule 4
+
+Do not skip from first repair directly to grand theory when the family-level first move has not yet been tried.
+
+### Rule 5
+
+Do not confuse deeper WFGY exploration with the first repair move.
+
+Short version:
+
+> **route first  
+> repair the right layer first  
+> then escalate if needed**
+
+---
+
+## 4. Family-level misrepair patterns 🧩
+
+---
+
+# F1 · Grounding & Evidence Integrity 🌍
+
+## Common misrepair
+
+The most common wrong first move is:
+
+- polishing the answer
+- rephrasing the response
+- improving style or fluency
+- increasing reasoning verbosity
+- adding semantic decoration without re-checking the anchor
+
+## Why this is tempting
+
+It is tempting because a grounding error often looks like a weak answer.
+
+So people try to make the answer “better” instead of making it **truer**.
+
+## Why this is structurally wrong
+
+The broken invariant in F1 is not fluency first.
+It is anchor alignment.
+
+If the answer is detached from:
+
+- evidence
+- world reference
+- target semantics
+- real deployment context
+
+then style work simply produces a more elegant detachment.
+
+## Correct repair posture
+
+Do this instead:
+
+- re-check the anchor
+- trace source-to-claim linkage
+- separate proxy from target
+- verify evidence alignment before improving presentation
+
+## One-line misrepair summary
+
+**Do not polish an ungrounded answer.**
+
+---
+
+# F2 · Reasoning & Progression Integrity 🧠
+
+## Common misrepair
+
+The most common wrong first move is:
+
+- adding more context blindly
+- extending the chain
+- asking for “more detailed reasoning” without stabilizing the path
+- increasing recursion before the progression is viable
+
+## Why this is tempting
+
+It is tempting because a reasoning failure often looks like not-enough-thinking.
+
+So people try to add:
+
+- more steps
+- more context
+- more explanation
+
+without checking whether the progression itself is broken.
+
+## Why this is structurally wrong
+
+If the path is already unstable, making it longer usually amplifies the instability.
+
+This turns:
+
+- local confusion
+into
+- larger collapse
+
+## Correct repair posture
+
+Do this instead:
+
+- reduce the path
+- insert checkpoints
+- test alternate parses
+- find the first unstable transition
+- restore viable progression before adding depth
+
+## One-line misrepair summary
+
+**Do not make a broken reasoning path longer before making it viable.**
+
+---
+
+# F3 · State & Continuity Integrity 🧵
+
+## Common misrepair
+
+The most common wrong first move is:
+
+- adding more instructions
+- stuffing in more memory context
+- writing stronger role prompts without repairing the thread
+- treating continuity drift as mere formatting confusion
+
+## Why this is tempting
+
+It is tempting because continuity problems often look like weak discipline.
+
+So people try to “remind the system harder” instead of restoring:
+
+- persistence
+- role boundaries
+- ownership lines
+- continuity structure
+
+## Why this is structurally wrong
+
+A broken thread is not fixed by shouting more instructions at it.
+
+If memory, ownership, or role continuity is already drifting, extra instruction text can even increase confusion.
+
+## Correct repair posture
+
+Do this instead:
+
+- restore continuity checkpoints
+- re-fence roles
+- trace ownership
+- identify where the thread broke
+- rebuild persistence before adding new behavioral instructions
+
+## One-line misrepair summary
+
+**Do not use stronger instructions to replace broken continuity.**
+
+---
+
+# F4 · Execution & Contract Integrity ⚙️
+
+## Common misrepair
+
+The most common wrong first move is:
+
+- tuning prompts before checking closure
+- asking the model to reason better when the workflow cannot close
+- treating deadlock as a language problem
+- polishing policy language while the bridge remains broken
+
+## Why this is tempting
+
+It is tempting because execution problems often show up as bad outcomes.
+
+So people attack the visible output instead of the hidden skeleton.
+
+## Why this is structurally wrong
+
+If readiness, ordering, bridge integrity, liveness, or closure are broken, the system may never have had a valid execution path in the first place.
+
+That means output-level optimization is often wasted.
+
+## Correct repair posture
+
+Do this instead:
+
+- check readiness
+- verify ordering
+- inspect bridge closure
+- test liveness
+- confirm that the rule-to-action path actually closes
+
+## One-line misrepair summary
+
+**Do not ask the workflow to think better before it can close.**
+
+---
+
+# F5 · Observability & Diagnosability Integrity 🔎
+
+## Common misrepair
+
+The most common wrong first move is:
+
+- jumping into high-level intervention before visibility exists
+- making strong structural claims with weak trace support
+- treating opacity as if the hidden cause were already known
+- escalating into boundary repair before diagnosability is restored
+
+## Why this is tempting
+
+It is tempting because people feel pressure to act quickly.
+
+When the failure is opaque, there is a strong urge to guess the deep cause and move immediately.
+
+## Why this is structurally wrong
+
+If the system still lacks:
+
+- trace visibility
+- coherence visibility
+- auditability
+- warning structure
+
+then early intervention often targets the wrong layer.
+
+This creates misrepair that feels bold, but is poorly grounded.
+
+## Correct repair posture
+
+Do this instead:
+
+- expose the trace
+- insert observability
+- inspect coherence visibility
+- strengthen warning structure
+- improve diagnosability before deeper intervention
+
+## One-line misrepair summary
+
+**Do not intervene at the highest level while the failure is still structurally opaque.**
+
+---
+
+# F6 · Boundary & Safety Integrity 🛡️
+
+## Common misrepair
+
+The most common wrong first move is:
+
+- treating a real boundary failure as a pure observability issue
+- assuming more explanation alone will restore control
+- writing nicer goals without checking incentive and control paths
+- delaying stabilization while waiting for perfect interpretability
+
+## Why this is tempting
+
+It is tempting because many F6 cases are surrounded by uncertainty, visibility issues, or complex theory language.
+
+So people stay too long in analysis mode when the boundary is already breaking.
+
+## Why this is structurally wrong
+
+If the system is already drifting outside a viable boundary, repair must include stabilization of:
+
+- control
+- incentive
+- corridor viability
+- target alignment
+- collective boundary integrity
+
+More visibility may help, but visibility alone is not enough.
+
+## Correct repair posture
+
+Do this instead:
+
+- inspect the active boundary breach
+- check control-path integrity
+- identify incentive distortion
+- stabilize safe corridor behavior
+- separate proxy from target
+
+## One-line misrepair summary
+
+**Do not treat a real boundary breach as only a visibility problem.**
+
+---
+
+# F7 · Representation & Localization Integrity 🧱
+
+## Common misrepair
+
+The most common wrong first move is:
+
+- extending reasoning on top of a broken carrier
+- adding explanation text instead of repairing structure
+- assuming the issue is only semantic or grounding
+- treating symbolic or layout distortion as superficial
+
+## Why this is tempting
+
+It is tempting because representation failures can look like confusion, hallucination, or weak explanation.
+
+So people often try to make the explanation richer rather than making the carrier faithful.
+
+## Why this is structurally wrong
+
+If the symbolic, formal, local, or structural container is broken, richer content often just fills a distorted shell.
+
+This hides the true problem.
+
+## Correct repair posture
+
+Do this instead:
+
+- audit descriptor fidelity
+- inspect formal adequacy
+- restore local anchors
+- check hierarchy and structure
+- repair the carrier before extending reasoning
+
+## One-line misrepair summary
+
+**Do not demand better output from a broken structural carrier.**
+
+---
+
+## 5. Cross-family misrepair traps 🔗
+
+Some wrong first moves happen especially often at family boundaries.
+
+### F1 / F7 trap
+
+Wrong move:
+- treating distorted structure as pure grounding
+or
+- treating broken grounding as only a representation problem
+
+Safe posture:
+- ask first whether reality alignment is broken or whether the carrier is broken
+
+---
+
+### F5 / F6 trap
+
+Wrong move:
+- escalating immediately into boundary intervention when the system is still too opaque
+or
+- staying forever in observability uplift when a real boundary breach is already active
+
+Safe posture:
+- ask whether the main thing missing is visibility or whether the boundary itself is already failing
+
+---
+
+### F3 / F4 trap
+
+Wrong move:
+- treating broken continuity as if it were only workflow closure
+or
+- treating execution deadlock as if it were only memory confusion
+
+Safe posture:
+- ask whether the thread broke first or the loop failed first
+
+---
+
+### F2 / F7 trap
+
+Wrong move:
+- patching progression when the carrier is broken
+or
+- obsessing over the carrier when the progression itself is the unstable element
+
+Safe posture:
+- ask whether the structure carrying the reasoning is viable before deepening the path
+
+---
+
+## 6. The official route-first warning pattern 🚨
+
+Whenever a repair attempt fails early, the first question should be:
+
+> Did we repair the wrong layer first?
+
+That question is often more useful than:
+
+> Why did the model still fail?
+
+Because many second-order failures are simply consequences of a wrong first move.
+
+---
+
+## 7. Relationship to Family Fix Surface v1 🛠️
+
+This document is a direct companion to:
+
+- [Family Fix Surface v1](./family-fix-surface-v1.md)
+
+The family fix surface tells you:
+
+- what to try first
+
+This document tells you:
+
+- what **not** to try first
+
+Together, they form the official first repair grammar.
+
+Short version:
+
+> Family Fix Surface = first move  
+> Misrepair Patterns = first wrong move to avoid
+
+---
+
+## 8. Relationship to WFGY 3.0 bridge 🌉
+
+This document is also a companion to:
+
+- [Atlas to WFGY Bridge v1](./atlas-to-wfgy-bridge-v1.md)
+
+The bridge tells you:
+
+- when to escalate
+- what to pass into WFGY
+- what deeper outputs to expect
+
+This document helps you avoid a common mistake before escalation:
+
+- using deeper exploration as a substitute for correct first repair discipline
+
+WFGY escalation becomes much more useful when obvious family-level misrepair has already been avoided.
+
+---
+
+## 9. Relationship to community fixes 🤝
+
+Community-contributed fix packs should learn from this document.
+
+That means community recipes should not only say:
+
+- what to do
+
+They should also say:
+
+- what to avoid doing first
+
+This is especially valuable for:
+
+- Colab demos
+- prompt packs
+- workflow recipes
+- benchmark reruns
+- reproduction packs
+
+because runnable material without misrepair discipline often teaches the wrong reflexes.
+
+---
+
+## 10. How to use this file in demos and teaching 🎓
+
+This file is especially useful in three places:
+
+### 1. onboarding
+
+It helps new readers learn that repair is not only about choosing the right move, but also about avoiding the seductive wrong one.
+
+### 2. demos
+
+It makes demos stronger because a “wrong first move” comparison often reveals the atlas value immediately.
+
+### 3. AI-assisted repair
+
+It helps the adapter warn against common repair mistakes before generating the first suggestion.
+
+---
+
+## 11. Patch protocol 🔄
+
+Misrepair Patterns v1 is frozen, but not closed.
+
+### Small patch
+
+Use for:
+
+- clearer wording
+- sharper warnings
+- stronger family examples
+- cleaner cross-family trap explanations
+
+### Medium patch
+
+Use for:
+
+- adding more official misrepair cases
+- adding stronger boundary-specific misrepair sections
+- integrating more repair-demo comparisons
+
+### Large patch
+
+Only use if:
+
+- the official misrepair grammar becomes structurally misleading
+- repeated field use shows that the main wrong-first-move logic is fundamentally incomplete
+- the relationship between family-level repair and misrepair needs redesign
+
+### Current status
+
+No large-patch pressure is currently justified.
+
+---
+
+## 12. Official status
+
+The correct formal statement is:
+
+> Misrepair Patterns v1 is the first frozen official guide to common wrong first repair moves in Problem Map 3.0 Troubleshooting Atlas.  
+> It helps preserve route-first discipline by showing what not to do first after a case is correctly routed.
+
+---
+
+## 13. One-line version
+
+**Misrepair Patterns v1 tells you the most common wrong first repair move to avoid after atlas routing.**
+
+---
+
+## 14. Closing note ✨
+
+A strong troubleshooting system should not only teach the right move.
+
+It should also teach the most tempting wrong move.
+
+That is what this file is for.
+
+It protects the first repair step from becoming the first big mistake.