deepseek wip
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@@ -41,6 +41,29 @@ Examples discussed:
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- A UnitId claimed as an aircraft should be challenged if the same UnitId is observed using an unpack/deploy skill.
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- A UnitId claimed as a bomber should be challenged if it is operated before the player starts producing their first bomber.
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### Documented Example: MCV vs Miner Ambiguity (Allied)
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Observed replay sequence:
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1. UnitId 246 (confirmed main base) → `PackReplaceSelf`
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2. Player selects UnitId 587
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3. UnitId 587 → `UnpackReplaceSelf`
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4. AI claims: `587 = AlliedMCV`, evidenceLevel: `confirmed`
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**Why this cannot be definitively resolved:**
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- After base 246 packs, the engine creates a new MCV (UnitId A). The miner (UnitId B) also exists on the map.
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- When the player selects 587, we cannot prove 587 = A vs 587 = B.
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- After `UnpackReplaceSelf`, 587 is replaced by yet another UnitId (C if MCV→base, D if miner→command hub).
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- Even if we later see C building things (`开始建造建筑 [UnitId]C(建造者)`), there is no replay-observable link connecting C back to 587.
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- Allied MCV in mobile form has no unique observable ability that would distinguish it from a miner.
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**Conclusion:** There is **no deterministic validation rule** that can confirm an Allied MCV claim from replay operations alone. The upper bound for any such claim is `possible`, and an alternative (miner command hub) must always be listed.
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**Contrast with other factions:**
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- Soviet/Japan/神州 MCVs may have different observable behaviors (e.g., unique deploy animations, different upgrade paths) — each faction needs independent analysis.
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**Validation rule (negative check only):**
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- If a claim says `confirmed` or `highly likely` for AlliedMCV based only on `PackReplaceSelf → UnpackReplaceSelf` sequence, flag as **overconfident** (WeakEvidence). Downgrade recommendation: `possible` with miner command hub as alternative.
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### Prompt Decisions
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The default prompt should explicitly require:
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@@ -110,7 +133,23 @@ Reasoning:
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- A custom line format would be easier for a trivial parser but would become fragile once nested data is needed.
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- The app can tolerate partial or missing JSON by logging validation issues instead of failing the whole analysis.
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Current expected shape:
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### Evidence Format Decision (2026-07-06)
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We decided to move from free-form evidence text to a **structured pipe-delimited format**:
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```
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type|time|param1|param2|...
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```
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Supported types: `build`, `place`, `produce`, `sell`, `select`, `move`, `power`.
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Reasoning:
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- Free-form text could not be programmatically validated without NLP.
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- Structured evidence can be parsed deterministically with a simple regex.
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- Enables deterministic validation rules like unpack-ambiguity checking.
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- The format is simple enough for AI models to follow reliably.
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Current expected shape (all three claim types now have schema definitions in the prompt):
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```json
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{
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@@ -125,8 +164,20 @@ Current expected shape:
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"needsConfirmation": ["是否曾使用 SpecialPower_PackReplaceSelf", "后续是否作为建造者出现"]
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}
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],
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"eventClaims": [],
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"timelineClaims": []
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"eventClaims": [
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{
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"claim": "PlayerA 主基地打包并开始迁移",
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"evidenceLevel": "confirmed",
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"evidence": ["1:24.00 SpecialPower_PackReplaceSelf", "后续移动和展开操作"]
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}
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],
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"timelineClaims": [
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{
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"claim": "PlayerA 在开局 2 分钟内完成了基地迁移",
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"evidenceLevel": "confirmed",
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"evidence": ["1:24.00 打包", "1:41.00 展开"]
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}
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]
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}
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```
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@@ -139,7 +190,13 @@ The prompt asks the AI to output:
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```
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```
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The parser first looks for the last fenced JSON block near `[机器可读声明]`, then falls back to the last `{...}` block.
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The parser first looks for the last fenced JSON block near `[机器可读声明]`, then falls back to the last `{...}`.
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**Known format issue (fixed):** The original prompt only defined `unitClaims` entries; `eventClaims` and `timelineClaims` were shown as empty arrays. The AI therefore invented its own fields (e.g., `"event"` / `"time"` instead of `"claim"`), which the parser silently ignored. Fixed by:
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1. Adding full schema definitions for all three claim types in the prompt.
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2. Making the parser accept `"event"` as a fallback for `"claim"` in `eventClaims`.
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**Claim count limits added:** Prompt instructs the AI to limit output (unitClaims ≤ 10, eventClaims ≤ 5, timelineClaims ≤ 3). The parser enforces these caps and emits Info-level issues if the AI exceeds them.
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## Validation We Can Do
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@@ -150,6 +207,9 @@ Format validation:
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- Missing machine-readable claims.
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- JSON parse failure.
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- Root value is not an object.
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- Claim count limits with truncation warnings.
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- `eventClaims` accepts both `"claim"` and `"event"` as field names.
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- Unknown `evidenceLevel` values logged as Info issue, fallback to `Uncertain`.
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Self-consistency validation:
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@@ -158,15 +218,39 @@ Self-consistency validation:
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- High-confidence UnitId guess without evidence.
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- Low-confidence UnitId guess without alternatives or needed confirmation.
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### Evidence Format (Structured)
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The `evidence` field now uses a structured pipe-delimited format instead of free-form text:
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```
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build|time|assetName|builderUnitId
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place|time|assetName|builderUnitId|x,y,z
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produce|time|unitName|producerUnitId
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sell|time|unitId
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select|time|unitId
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move|time|x,y,z
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power|time|powerName|unitId
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```
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This format is parsed by `ParseStructuredEvidence()` into a `StructuredEvidence` record with typed `AIEvidenceType` enum. Parsing uses a single regex and is fully deterministic.
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**Backward compatibility:** The parser silently returns `Unknown` type for strings that don't match the structured format. No validation rules currently fire on unknown-typed evidence, so it degrades gracefully but invisibly.
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### Near-Term Validations
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These need replay facts extracted from `CommandChunk` or an intermediate fact index:
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- UnitId special power contradictions.
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- UnitId production timeline contradictions.
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- UnitId used as builder vs claimed as non-builder unit.
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- UnitId production timeline contradictions (e.g., "bomber" claimed before first bomber production — needs game knowledge of which unit names are bombers).
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- Claims that use game knowledge not present in rules, such as transport/amphibious/building-placement abilities.
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- Missing alternatives for ambiguous skills such as Allied unpack.
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- **Overconfidence detection:** Claims with `confirmed`/`highly likely` that lack sufficient evidence given what is knowable from replay data alone (e.g., claiming AlliedMCV as `confirmed`).
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### Implemented via Fact Index
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The `ReplayFactIndex` now powers these checks:
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- **Special power contradiction:** Evidence `power|...|SomePower|unitId` is cross-checked against the actual special powers observed for that UnitId. If the power was never used, a `Contradiction` issue is emitted.
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- **UnitId existence:** Warns if a claim references a UnitId never seen in any replay command.
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- **Builder consistency:** If a claim describes a unit as MCV/builder but the UnitId was never observed as a builder, emits `WeakEvidence`.
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### Suggested Fact Index
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@@ -203,6 +287,37 @@ Implemented:
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- JSON extraction and parsing
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- initial self-consistency checks
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- Added per-segment validation logging in `AIChatPanel`.
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- Fixed inconsistent prompt ↔ parser schema for `eventClaims`/`timelineClaims`:
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- Added full schema definitions for all three claim types in the system prompt.
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- Parser now accepts `"event"` as fallback for `"claim"` in `eventClaims`.
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- Both prompt and parser enforce claim count limits (10 unit, 5 event, 3 timeline) with truncation warnings.
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- Unknown `evidenceLevel` values now produce an Info-level validation issue (fallback to `Uncertain`).
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- Created ADR 0001 documenting the hidden revision pass design decision.
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- Recorded MCV vs Miner ambiguity as a documented validation scenario.
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- Evidence format changed from free-form text to structured pipe-delimited format:
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- 7 evidence types: `build`, `place`, `produce`, `sell`, `select`, `move`, `power`.
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- Prompt updated to require structured format only.
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- Added `StructuredEvidence` record and `ParseStructuredEvidence()` parser.
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- Added `ParseAllEvidence()` to convert all evidence strings for a claim.
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- Added first validation rule `ValidateUnpackAmbiguity()`:
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- Flags `confirmed`/`highly likely` claims that use `UnpackReplaceSelf` without matching `PackReplaceSelf`.
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- Emits `WeakEvidence`/`MissingAlternative` — the unpack could be MCV deploy or miner command hub deploy.
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- If `PackReplaceSelf` IS present in the same claim's evidence, the chain is consistent and no flag.
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- Created `Utils/ReplayFactIndex.cs` — builds a fact index from raw `CommandChunk` data:
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- `UnitIdFirstObservedTime`: first time each UnitId appears in any command.
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- `UnitIdSpecialPowers`: set of special powers used by each UnitId.
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- `BuilderUnitIds`: UnitIds that appeared as builder in construction commands.
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- `ProducerUnitIds`: UnitIds that appeared as production structures.
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- `PlayerFirstProductionTime`: per player, first production time for each unit asset name.
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- `PlayerSelectedUnitIds`: which UnitIds each player has selected.
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- Plumbed `ReplayFactIndex` through the analysis pipeline:
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- Built in `EventDump.ShowPlainText()` from `CommandChunk` + string hash table.
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- Passed to `AIChatPanel.StartAnalysisAsync()` as new parameter.
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- Forwarded to `AIAnalysisValidation.ValidateMachineReadableClaims()`.
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- Added `ValidateTimelineConsistency()` — three checks using fact index:
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1. **UnitId existence check:** Warns if a claim references a UnitId never seen in the replay.
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2. **Special power verification:** Cross-references `power|...` evidence entries against actual special powers observed for that UnitId; emits `Contradiction` if the claim says a UnitId used a power it never used.
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3. **Builder consistency check:** If a claim describes a unit as MCV/builder/Nanocore but that UnitId was never observed as a builder, emits `WeakEvidence`.
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Build status:
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@@ -219,15 +334,17 @@ Build status:
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- Should validation issues be visible by default, or only in an advanced/debug foldout?
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- How much game-unit knowledge should live in code versus prompt text?
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- Should the first verifier use hardcoded RA3/Corona knowledge, or should it load a small unit capability table from data files?
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- How should free-form evidence strings be programmatically validated? (See "Known Limitation" above.)
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## Suggested Next Steps
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1. Build a replay fact index from `CommandChunk`.
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2. Add first deterministic validation rules:
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- ambiguous Allied unpack
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- pack/unpack consistency
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- UnitId used as builder
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- first production time vs first operation time
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1. ✅ Build a replay fact index from `CommandChunk` — done (`ReplayFactIndex`).
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2. ✅ Add first deterministic validation rules:
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- ✅ ambiguous Allied unpack — done (`ValidateUnpackAmbiguity`).
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- ✅ pack/unpack consistency — covered by unpack rule.
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- ✅ UnitId used as builder — done (builder consistency check in `ValidateTimelineConsistency`).
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- ✅ special power contradictions — done (special power verification in `ValidateTimelineConsistency`).
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- ⬜ first production time vs first operation time — needs game knowledge of unit type names (e.g., "which names are bombers").
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3. Decide whether to buffer per-segment content before display.
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4. Add one hidden revision pass for `Contradiction` issues.
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5. Add validation summary UI, such as "验证器发现并修正 N 个问题".
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