chore: snapshot backup before rainycy push (20260624-032434)

Auto-committed by MiMo for migration to git.rainycy.top
2026-06-24 03:28:06 +08:00
parent 2b17760fbd
commit b65a044169
20 changed files with 1672 additions and 103 deletions
--- a/.claude/skills/gitnexus/gitnexus-cli/SKILL.md
+++ b/.claude/skills/gitnexus/gitnexus-cli/SKILL.md
@@ -0,0 +1,83 @@
+---
+name: gitnexus-cli
+description: "Use when the user needs to run GitNexus CLI commands like analyze/index a repo, check status, clean the index, generate a wiki, or list indexed repos. Examples: \"Index this repo\", \"Reanalyze the codebase\", \"Generate a wiki\""
+---
+
+# GitNexus CLI Commands
+
+All commands work via `npx` — no global install required.
+
+## Commands
+
+### analyze — Build or refresh the index
+
+```bash
+npx gitnexus analyze
+```
+
+Run from the project root. This parses all source files, builds the knowledge graph, writes it to `.gitnexus/`, and generates CLAUDE.md / AGENTS.md context files.
+
+| Flag           | Effect                                                           |
+| -------------- | ---------------------------------------------------------------- |
+| `--force`      | Force full re-index even if up to date                           |
+| `--embeddings` | Enable embedding generation for semantic search (off by default) |
+| `--drop-embeddings` | Drop existing embeddings on rebuild. By default, an `analyze` without `--embeddings` preserves them. |
+
+**When to run:** First time in a project, after major code changes, or when `gitnexus://repo/{name}/context` reports the index is stale. In Claude Code, a PostToolUse hook detects staleness after `git commit` and `git merge` and notifies the agent to run `analyze` — the hook does not run analyze itself, to avoid blocking the agent for up to 120s and risking KuzuDB corruption on timeout.
+
+### status — Check index freshness
+
+```bash
+npx gitnexus status
+```
+
+Shows whether the current repo has a GitNexus index, when it was last updated, and symbol/relationship counts. Use this to check if re-indexing is needed.
+
+### clean — Delete the index
+
+```bash
+npx gitnexus clean
+```
+
+Deletes the `.gitnexus/` directory and unregisters the repo from the global registry. Use before re-indexing if the index is corrupt or after removing GitNexus from a project.
+
+| Flag      | Effect                                            |
+| --------- | ------------------------------------------------- |
+| `--force` | Skip confirmation prompt                          |
+| `--all`   | Clean all indexed repos, not just the current one |
+
+### wiki — Generate documentation from the graph
+
+```bash
+npx gitnexus wiki
+```
+
+Generates repository documentation from the knowledge graph using an LLM. Requires an API key (saved to `~/.gitnexus/config.json` on first use).
+
+| Flag                | Effect                                    |
+| ------------------- | ----------------------------------------- |
+| `--force`           | Force full regeneration                   |
+| `--model <model>`   | LLM model (default: minimax/minimax-m2.5) |
+| `--base-url <url>`  | LLM API base URL                          |
+| `--api-key <key>`   | LLM API key                               |
+| `--concurrency <n>` | Parallel LLM calls (default: 3)           |
+| `--gist`            | Publish wiki as a public GitHub Gist      |
+
+### list — Show all indexed repos
+
+```bash
+npx gitnexus list
+```
+
+Lists all repositories registered in `~/.gitnexus/registry.json`. The MCP `list_repos` tool provides the same information.
+
+## After Indexing
+
+1. **Read `gitnexus://repo/{name}/context`** to verify the index loaded
+2. Use the other GitNexus skills (`exploring`, `debugging`, `impact-analysis`, `refactoring`) for your task
+
+## Troubleshooting
+
+- **"Not inside a git repository"**: Run from a directory inside a git repo
+- **Index is stale after re-analyzing**: Restart Claude Code to reload the MCP server
+- **Embeddings slow**: Omit `--embeddings` (it's off by default) or set `OPENAI_API_KEY` for faster API-based embedding
--- a/.claude/skills/gitnexus/gitnexus-debugging/SKILL.md
+++ b/.claude/skills/gitnexus/gitnexus-debugging/SKILL.md
@@ -0,0 +1,89 @@
+---
+name: gitnexus-debugging
+description: "Use when the user is debugging a bug, tracing an error, or asking why something fails. Examples: \"Why is X failing?\", \"Where does this error come from?\", \"Trace this bug\""
+---
+
+# Debugging with GitNexus
+
+## When to Use
+
+- "Why is this function failing?"
+- "Trace where this error comes from"
+- "Who calls this method?"
+- "This endpoint returns 500"
+- Investigating bugs, errors, or unexpected behavior
+
+## Workflow
+
+```
+1. gitnexus_query({query: "<error or symptom>"})            → Find related execution flows
+2. gitnexus_context({name: "<suspect>"})                    → See callers/callees/processes
+3. READ gitnexus://repo/{name}/process/{name}                → Trace execution flow
+4. gitnexus_cypher({query: "MATCH path..."})                 → Custom traces if needed
+```
+
+> If "Index is stale" → run `npx gitnexus analyze` in terminal.
+
+## Checklist
+
+```
+- [ ] Understand the symptom (error message, unexpected behavior)
+- [ ] gitnexus_query for error text or related code
+- [ ] Identify the suspect function from returned processes
+- [ ] gitnexus_context to see callers and callees
+- [ ] Trace execution flow via process resource if applicable
+- [ ] gitnexus_cypher for custom call chain traces if needed
+- [ ] Read source files to confirm root cause
+```
+
+## Debugging Patterns
+
+| Symptom              | GitNexus Approach                                          |
+| -------------------- | ---------------------------------------------------------- |
+| Error message        | `gitnexus_query` for error text → `context` on throw sites |
+| Wrong return value   | `context` on the function → trace callees for data flow    |
+| Intermittent failure | `context` → look for external calls, async deps            |
+| Performance issue    | `context` → find symbols with many callers (hot paths)     |
+| Recent regression    | `detect_changes` to see what your changes affect           |
+
+## Tools
+
+**gitnexus_query** — find code related to error:
+
+```
+gitnexus_query({query: "payment validation error"})
+→ Processes: CheckoutFlow, ErrorHandling
+→ Symbols: validatePayment, handlePaymentError, PaymentException
+```
+
+**gitnexus_context** — full context for a suspect:
+
+```
+gitnexus_context({name: "validatePayment"})
+→ Incoming calls: processCheckout, webhookHandler
+→ Outgoing calls: verifyCard, fetchRates (external API!)
+→ Processes: CheckoutFlow (step 3/7)
+```
+
+**gitnexus_cypher** — custom call chain traces:
+
+```cypher
+MATCH path = (a)-[:CodeRelation {type: 'CALLS'}*1..2]->(b:Function {name: "validatePayment"})
+RETURN [n IN nodes(path) | n.name] AS chain
+```
+
+## Example: "Payment endpoint returns 500 intermittently"
+
+```
+1. gitnexus_query({query: "payment error handling"})
+   → Processes: CheckoutFlow, ErrorHandling
+   → Symbols: validatePayment, handlePaymentError
+
+2. gitnexus_context({name: "validatePayment"})
+   → Outgoing calls: verifyCard, fetchRates (external API!)
+
+3. READ gitnexus://repo/my-app/process/CheckoutFlow
+   → Step 3: validatePayment → calls fetchRates (external)
+
+4. Root cause: fetchRates calls external API without proper timeout
+```
--- a/.claude/skills/gitnexus/gitnexus-exploring/SKILL.md
+++ b/.claude/skills/gitnexus/gitnexus-exploring/SKILL.md
@@ -0,0 +1,78 @@
+---
+name: gitnexus-exploring
+description: "Use when the user asks how code works, wants to understand architecture, trace execution flows, or explore unfamiliar parts of the codebase. Examples: \"How does X work?\", \"What calls this function?\", \"Show me the auth flow\""
+---
+
+# Exploring Codebases with GitNexus
+
+## When to Use
+
+- "How does authentication work?"
+- "What's the project structure?"
+- "Show me the main components"
+- "Where is the database logic?"
+- Understanding code you haven't seen before
+
+## Workflow
+
+```
+1. READ gitnexus://repos                          → Discover indexed repos
+2. READ gitnexus://repo/{name}/context             → Codebase overview, check staleness
+3. gitnexus_query({query: "<what you want to understand>"})  → Find related execution flows
+4. gitnexus_context({name: "<symbol>"})            → Deep dive on specific symbol
+5. READ gitnexus://repo/{name}/process/{name}      → Trace full execution flow
+```
+
+> If step 2 says "Index is stale" → run `npx gitnexus analyze` in terminal.
+
+## Checklist
+
+```
+- [ ] READ gitnexus://repo/{name}/context
+- [ ] gitnexus_query for the concept you want to understand
+- [ ] Review returned processes (execution flows)
+- [ ] gitnexus_context on key symbols for callers/callees
+- [ ] READ process resource for full execution traces
+- [ ] Read source files for implementation details
+```
+
+## Resources
+
+| Resource                                | What you get                                            |
+| --------------------------------------- | ------------------------------------------------------- |
+| `gitnexus://repo/{name}/context`        | Stats, staleness warning (~150 tokens)                  |
+| `gitnexus://repo/{name}/clusters`       | All functional areas with cohesion scores (~300 tokens) |
+| `gitnexus://repo/{name}/cluster/{name}` | Area members with file paths (~500 tokens)              |
+| `gitnexus://repo/{name}/process/{name}` | Step-by-step execution trace (~200 tokens)              |
+
+## Tools
+
+**gitnexus_query** — find execution flows related to a concept:
+
+```
+gitnexus_query({query: "payment processing"})
+→ Processes: CheckoutFlow, RefundFlow, WebhookHandler
+→ Symbols grouped by flow with file locations
+```
+
+**gitnexus_context** — 360-degree view of a symbol:
+
+```
+gitnexus_context({name: "validateUser"})
+→ Incoming calls: loginHandler, apiMiddleware
+→ Outgoing calls: checkToken, getUserById
+→ Processes: LoginFlow (step 2/5), TokenRefresh (step 1/3)
+```
+
+## Example: "How does payment processing work?"
+
+```
+1. READ gitnexus://repo/my-app/context       → 918 symbols, 45 processes
+2. gitnexus_query({query: "payment processing"})
+   → CheckoutFlow: processPayment → validateCard → chargeStripe
+   → RefundFlow: initiateRefund → calculateRefund → processRefund
+3. gitnexus_context({name: "processPayment"})
+   → Incoming: checkoutHandler, webhookHandler
+   → Outgoing: validateCard, chargeStripe, saveTransaction
+4. Read src/payments/processor.ts for implementation details
+```
--- a/.claude/skills/gitnexus/gitnexus-guide/SKILL.md
+++ b/.claude/skills/gitnexus/gitnexus-guide/SKILL.md
@@ -0,0 +1,64 @@
+---
+name: gitnexus-guide
+description: "Use when the user asks about GitNexus itself — available tools, how to query the knowledge graph, MCP resources, graph schema, or workflow reference. Examples: \"What GitNexus tools are available?\", \"How do I use GitNexus?\""
+---
+
+# GitNexus Guide
+
+Quick reference for all GitNexus MCP tools, resources, and the knowledge graph schema.
+
+## Always Start Here
+
+For any task involving code understanding, debugging, impact analysis, or refactoring:
+
+1. **Read `gitnexus://repo/{name}/context`** — codebase overview + check index freshness
+2. **Match your task to a skill below** and **read that skill file**
+3. **Follow the skill's workflow and checklist**
+
+> If step 1 warns the index is stale, run `npx gitnexus analyze` in the terminal first.
+
+## Skills
+
+| Task                                         | Skill to read       |
+| -------------------------------------------- | ------------------- |
+| Understand architecture / "How does X work?" | `gitnexus-exploring`         |
+| Blast radius / "What breaks if I change X?"  | `gitnexus-impact-analysis`   |
+| Trace bugs / "Why is X failing?"             | `gitnexus-debugging`         |
+| Rename / extract / split / refactor          | `gitnexus-refactoring`       |
+| Tools, resources, schema reference           | `gitnexus-guide` (this file) |
+| Index, status, clean, wiki CLI commands      | `gitnexus-cli`               |
+
+## Tools Reference
+
+| Tool             | What it gives you                                                        |
+| ---------------- | ------------------------------------------------------------------------ |
+| `query`          | Process-grouped code intelligence — execution flows related to a concept |
+| `context`        | 360-degree symbol view — categorized refs, processes it participates in  |
+| `impact`         | Symbol blast radius — what breaks at depth 1/2/3 with confidence         |
+| `detect_changes` | Git-diff impact — what do your current changes affect                    |
+| `rename`         | Multi-file coordinated rename with confidence-tagged edits               |
+| `cypher`         | Raw graph queries (read `gitnexus://repo/{name}/schema` first)           |
+| `list_repos`     | Discover indexed repos                                                   |
+
+## Resources Reference
+
+Lightweight reads (~100-500 tokens) for navigation:
+
+| Resource                                       | Content                                   |
+| ---------------------------------------------- | ----------------------------------------- |
+| `gitnexus://repo/{name}/context`               | Stats, staleness check                    |
+| `gitnexus://repo/{name}/clusters`              | All functional areas with cohesion scores |
+| `gitnexus://repo/{name}/cluster/{clusterName}` | Area members                              |
+| `gitnexus://repo/{name}/processes`             | All execution flows                       |
+| `gitnexus://repo/{name}/process/{processName}` | Step-by-step trace                        |
+| `gitnexus://repo/{name}/schema`                | Graph schema for Cypher                   |
+
+## Graph Schema
+
+**Nodes:** File, Function, Class, Interface, Method, Community, Process
+**Edges (via CodeRelation.type):** CALLS, IMPORTS, EXTENDS, IMPLEMENTS, DEFINES, MEMBER_OF, STEP_IN_PROCESS
+
+```cypher
+MATCH (caller)-[:CodeRelation {type: 'CALLS'}]->(f:Function {name: "myFunc"})
+RETURN caller.name, caller.filePath
+```
--- a/.claude/skills/gitnexus/gitnexus-impact-analysis/SKILL.md
+++ b/.claude/skills/gitnexus/gitnexus-impact-analysis/SKILL.md
@@ -0,0 +1,97 @@
+---
+name: gitnexus-impact-analysis
+description: "Use when the user wants to know what will break if they change something, or needs safety analysis before editing code. Examples: \"Is it safe to change X?\", \"What depends on this?\", \"What will break?\""
+---
+
+# Impact Analysis with GitNexus
+
+## When to Use
+
+- "Is it safe to change this function?"
+- "What will break if I modify X?"
+- "Show me the blast radius"
+- "Who uses this code?"
+- Before making non-trivial code changes
+- Before committing — to understand what your changes affect
+
+## Workflow
+
+```
+1. gitnexus_impact({target: "X", direction: "upstream"})  → What depends on this
+2. READ gitnexus://repo/{name}/processes                   → Check affected execution flows
+3. gitnexus_detect_changes()                               → Map current git changes to affected flows
+4. Assess risk and report to user
+```
+
+> If "Index is stale" → run `npx gitnexus analyze` in terminal.
+
+## Checklist
+
+```
+- [ ] gitnexus_impact({target, direction: "upstream"}) to find dependents
+- [ ] Review d=1 items first (these WILL BREAK)
+- [ ] Check high-confidence (>0.8) dependencies
+- [ ] READ processes to check affected execution flows
+- [ ] gitnexus_detect_changes() for pre-commit check
+- [ ] Assess risk level and report to user
+```
+
+## Understanding Output
+
+| Depth | Risk Level       | Meaning                  |
+| ----- | ---------------- | ------------------------ |
+| d=1   | **WILL BREAK**   | Direct callers/importers |
+| d=2   | LIKELY AFFECTED  | Indirect dependencies    |
+| d=3   | MAY NEED TESTING | Transitive effects       |
+
+## Risk Assessment
+
+| Affected                       | Risk     |
+| ------------------------------ | -------- |
+| <5 symbols, few processes      | LOW      |
+| 5-15 symbols, 2-5 processes    | MEDIUM   |
+| >15 symbols or many processes  | HIGH     |
+| Critical path (auth, payments) | CRITICAL |
+
+## Tools
+
+**gitnexus_impact** — the primary tool for symbol blast radius:
+
+```
+gitnexus_impact({
+  target: "validateUser",
+  direction: "upstream",
+  minConfidence: 0.8,
+  maxDepth: 3
+})
+
+→ d=1 (WILL BREAK):
+  - loginHandler (src/auth/login.ts:42) [CALLS, 100%]
+  - apiMiddleware (src/api/middleware.ts:15) [CALLS, 100%]
+
+→ d=2 (LIKELY AFFECTED):
+  - authRouter (src/routes/auth.ts:22) [CALLS, 95%]
+```
+
+**gitnexus_detect_changes** — git-diff based impact analysis:
+
+```
+gitnexus_detect_changes({scope: "staged"})
+
+→ Changed: 5 symbols in 3 files
+→ Affected: LoginFlow, TokenRefresh, APIMiddlewarePipeline
+→ Risk: MEDIUM
+```
+
+## Example: "What breaks if I change validateUser?"
+
+```
+1. gitnexus_impact({target: "validateUser", direction: "upstream"})
+   → d=1: loginHandler, apiMiddleware (WILL BREAK)
+   → d=2: authRouter, sessionManager (LIKELY AFFECTED)
+
+2. READ gitnexus://repo/my-app/processes
+   → LoginFlow and TokenRefresh touch validateUser
+
+3. Risk: 2 direct callers, 2 processes = MEDIUM
+```
--- a/.claude/skills/gitnexus/gitnexus-refactoring/SKILL.md
+++ b/.claude/skills/gitnexus/gitnexus-refactoring/SKILL.md
@@ -0,0 +1,121 @@
+---
+name: gitnexus-refactoring
+description: "Use when the user wants to rename, extract, split, move, or restructure code safely. Examples: \"Rename this function\", \"Extract this into a module\", \"Refactor this class\", \"Move this to a separate file\""
+---
+
+# Refactoring with GitNexus
+
+## When to Use
+
+- "Rename this function safely"
+- "Extract this into a module"
+- "Split this service"
+- "Move this to a new file"
+- Any task involving renaming, extracting, splitting, or restructuring code
+
+## Workflow
+
+```
+1. gitnexus_impact({target: "X", direction: "upstream"})  → Map all dependents
+2. gitnexus_query({query: "X"})                            → Find execution flows involving X
+3. gitnexus_context({name: "X"})                           → See all incoming/outgoing refs
+4. Plan update order: interfaces → implementations → callers → tests
+```
+
+> If "Index is stale" → run `npx gitnexus analyze` in terminal.
+
+## Checklists
+
+### Rename Symbol
+
+```
+- [ ] gitnexus_rename({symbol_name: "oldName", new_name: "newName", dry_run: true}) — preview all edits
+- [ ] Review graph edits (high confidence) and ast_search edits (review carefully)
+- [ ] If satisfied: gitnexus_rename({..., dry_run: false}) — apply edits
+- [ ] gitnexus_detect_changes() — verify only expected files changed
+- [ ] Run tests for affected processes
+```
+
+### Extract Module
+
+```
+- [ ] gitnexus_context({name: target}) — see all incoming/outgoing refs
+- [ ] gitnexus_impact({target, direction: "upstream"}) — find all external callers
+- [ ] Define new module interface
+- [ ] Extract code, update imports
+- [ ] gitnexus_detect_changes() — verify affected scope
+- [ ] Run tests for affected processes
+```
+
+### Split Function/Service
+
+```
+- [ ] gitnexus_context({name: target}) — understand all callees
+- [ ] Group callees by responsibility
+- [ ] gitnexus_impact({target, direction: "upstream"}) — map callers to update
+- [ ] Create new functions/services
+- [ ] Update callers
+- [ ] gitnexus_detect_changes() — verify affected scope
+- [ ] Run tests for affected processes
+```
+
+## Tools
+
+**gitnexus_rename** — automated multi-file rename:
+
+```
+gitnexus_rename({symbol_name: "validateUser", new_name: "authenticateUser", dry_run: true})
+→ 12 edits across 8 files
+→ 10 graph edits (high confidence), 2 ast_search edits (review)
+→ Changes: [{file_path, edits: [{line, old_text, new_text, confidence}]}]
+```
+
+**gitnexus_impact** — map all dependents first:
+
+```
+gitnexus_impact({target: "validateUser", direction: "upstream"})
+→ d=1: loginHandler, apiMiddleware, testUtils
+→ Affected Processes: LoginFlow, TokenRefresh
+```
+
+**gitnexus_detect_changes** — verify your changes after refactoring:
+
+```
+gitnexus_detect_changes({scope: "all"})
+→ Changed: 8 files, 12 symbols
+→ Affected processes: LoginFlow, TokenRefresh
+→ Risk: MEDIUM
+```
+
+**gitnexus_cypher** — custom reference queries:
+
+```cypher
+MATCH (caller)-[:CodeRelation {type: 'CALLS'}]->(f:Function {name: "validateUser"})
+RETURN caller.name, caller.filePath ORDER BY caller.filePath
+```
+
+## Risk Rules
+
+| Risk Factor         | Mitigation                                |
+| ------------------- | ----------------------------------------- |
+| Many callers (>5)   | Use gitnexus_rename for automated updates |
+| Cross-area refs     | Use detect_changes after to verify scope  |
+| String/dynamic refs | gitnexus_query to find them               |
+| External/public API | Version and deprecate properly            |
+
+## Example: Rename `validateUser` to `authenticateUser`
+
+```
+1. gitnexus_rename({symbol_name: "validateUser", new_name: "authenticateUser", dry_run: true})
+   → 12 edits: 10 graph (safe), 2 ast_search (review)
+   → Files: validator.ts, login.ts, middleware.ts, config.json...
+
+2. Review ast_search edits (config.json: dynamic reference!)
+
+3. gitnexus_rename({symbol_name: "validateUser", new_name: "authenticateUser", dry_run: false})
+   → Applied 12 edits across 8 files
+
+4. gitnexus_detect_changes({scope: "all"})
+   → Affected: LoginFlow, TokenRefresh
+   → Risk: MEDIUM — run tests for these flows
+```
--- a/.codegraph/.gitignore
+++ b/.codegraph/.gitignore
@@ -0,0 +1,16 @@
+# CodeGraph data files
+# These are local to each machine and should not be committed
+
+# Database
+*.db
+*.db-wal
+*.db-shm
+
+# Cache
+cache/
+
+# Logs
+*.log
+
+# Hook markers
+.dirty
--- a/.gitignore
+++ b/.gitignore
@@ -1,32 +1,27 @@
-# --- Build output ---
-build/bin
-build/*.exe
-build/*.app
+# === 构建产物 ===
+build/

-# --- Frontend ---
-node_modules/
-frontend/dist
-frontend/node_modules/
-frontend/package-lock.json
-
-# --- Go ---
-*.exe
-*.exe~
-*.dll
-*.so
-*.dylib
+# === Go ===
+vendor/
 *.test
 *.out
-vendor/

-# --- IDE ---
+# === IDE / 编辑器 ===
 .idea/
 *.swp
 *.swo
 *~
+
+# === 操作系统 ===
 .DS_Store
 Thumbs.db

-# VS Code（保留 .vscode/extensions.json 以便共享推荐）
-.vscode/*
-!.vscode/extensions.json
+# === 前端 ===
+frontend/node_modules/
+frontend/dist/
+
+# === Wails 运行时（开发模式临时文件）===
+# 注意：frontend/wailsjs/ 是 Wails 自动生成的绑定代码，必须提交
+
+# === AI 缓存（本地临时文件，不提交）===
+data-matcher-ai-cache.json
--- a/.vscode/settings.json
+++ b/.vscode/settings.json
@@ -0,0 +1,21 @@
+{
+  "editor.formatOnSave": true,
+  "editor.tabSize": 2,
+  "files.eol": "\n",
+  "files.insertFinalNewline": true,
+  "files.trimTrailingWhitespace": true,
+  "[go]": {
+    "editor.tabSize": 4,
+    "editor.insertSpaces": false,
+    "editor.formatOnSave": true
+  },
+  "[vue]": {
+    "editor.tabSize": 2,
+    "editor.formatOnSave": true
+  },
+  "search.exclude": {
+    "frontend/dist": true,
+    "build": true,
+    "node_modules": true
+  }
+}
--- a/.vscode/tasks.json
+++ b/.vscode/tasks.json
@@ -0,0 +1,13 @@
+{
+	"version": "2.0.0",
+	"tasks": [
+		{
+			"label": "dev (wails dev)",
+			"type": "shell",
+			"command": "wails dev",
+			"isBackground": true,
+			"problemMatcher": [],
+			"group": "build"
+		}
+	]
+}
--- a/AGENTS.md
+++ b/AGENTS.md
@@ -0,0 +1,43 @@
+<!-- gitnexus:start -->
+# GitNexus — Code Intelligence
+
+This project is indexed by GitNexus as **office-data-matcher** (588 symbols, 1271 relationships, 41 execution flows). Use the GitNexus MCP tools to understand code, assess impact, and navigate safely.
+
+> If any GitNexus tool warns the index is stale, run `npx gitnexus analyze` in terminal first.
+
+## Always Do
+
+- **MUST run impact analysis before editing any symbol.** Before modifying a function, class, or method, run `gitnexus_impact({target: "symbolName", direction: "upstream"})` and report the blast radius (direct callers, affected processes, risk level) to the user.
+- **MUST run `gitnexus_detect_changes()` before committing** to verify your changes only affect expected symbols and execution flows.
+- **MUST warn the user** if impact analysis returns HIGH or CRITICAL risk before proceeding with edits.
+- When exploring unfamiliar code, use `gitnexus_query({query: "concept"})` to find execution flows instead of grepping. It returns process-grouped results ranked by relevance.
+- When you need full context on a specific symbol — callers, callees, which execution flows it participates in — use `gitnexus_context({name: "symbolName"})`.
+
+## Never Do
+
+- NEVER edit a function, class, or method without first running `gitnexus_impact` on it.
+- NEVER ignore HIGH or CRITICAL risk warnings from impact analysis.
+- NEVER rename symbols with find-and-replace — use `gitnexus_rename` which understands the call graph.
+- NEVER commit changes without running `gitnexus_detect_changes()` to check affected scope.
+
+## Resources
+
+| Resource | Use for |
+|----------|---------|
+| `gitnexus://repo/office-data-matcher/context` | Codebase overview, check index freshness |
+| `gitnexus://repo/office-data-matcher/clusters` | All functional areas |
+| `gitnexus://repo/office-data-matcher/processes` | All execution flows |
+| `gitnexus://repo/office-data-matcher/process/{name}` | Step-by-step execution trace |
+
+## CLI
+
+| Task | Read this skill file |
+|------|---------------------|
+| Understand architecture / "How does X work?" | `.claude/skills/gitnexus/gitnexus-exploring/SKILL.md` |
+| Blast radius / "What breaks if I change X?" | `.claude/skills/gitnexus/gitnexus-impact-analysis/SKILL.md` |
+| Trace bugs / "Why is X failing?" | `.claude/skills/gitnexus/gitnexus-debugging/SKILL.md` |
+| Rename / extract / split / refactor | `.claude/skills/gitnexus/gitnexus-refactoring/SKILL.md` |
+| Tools, resources, schema reference | `.claude/skills/gitnexus/gitnexus-guide/SKILL.md` |
+| Index, status, clean, wiki CLI commands | `.claude/skills/gitnexus/gitnexus-cli/SKILL.md` |
+
+<!-- gitnexus:end -->
--- a/CLAUDE.md
+++ b/CLAUDE.md
@@ -0,0 +1,43 @@
+<!-- gitnexus:start -->
+# GitNexus — Code Intelligence
+
+This project is indexed by GitNexus as **office-data-matcher** (588 symbols, 1271 relationships, 41 execution flows). Use the GitNexus MCP tools to understand code, assess impact, and navigate safely.
+
+> If any GitNexus tool warns the index is stale, run `npx gitnexus analyze` in terminal first.
+
+## Always Do
+
+- **MUST run impact analysis before editing any symbol.** Before modifying a function, class, or method, run `gitnexus_impact({target: "symbolName", direction: "upstream"})` and report the blast radius (direct callers, affected processes, risk level) to the user.
+- **MUST run `gitnexus_detect_changes()` before committing** to verify your changes only affect expected symbols and execution flows.
+- **MUST warn the user** if impact analysis returns HIGH or CRITICAL risk before proceeding with edits.
+- When exploring unfamiliar code, use `gitnexus_query({query: "concept"})` to find execution flows instead of grepping. It returns process-grouped results ranked by relevance.
+- When you need full context on a specific symbol — callers, callees, which execution flows it participates in — use `gitnexus_context({name: "symbolName"})`.
+
+## Never Do
+
+- NEVER edit a function, class, or method without first running `gitnexus_impact` on it.
+- NEVER ignore HIGH or CRITICAL risk warnings from impact analysis.
+- NEVER rename symbols with find-and-replace — use `gitnexus_rename` which understands the call graph.
+- NEVER commit changes without running `gitnexus_detect_changes()` to check affected scope.
+
+## Resources
+
+| Resource | Use for |
+|----------|---------|
+| `gitnexus://repo/office-data-matcher/context` | Codebase overview, check index freshness |
+| `gitnexus://repo/office-data-matcher/clusters` | All functional areas |
+| `gitnexus://repo/office-data-matcher/processes` | All execution flows |
+| `gitnexus://repo/office-data-matcher/process/{name}` | Step-by-step execution trace |
+
+## CLI
+
+| Task | Read this skill file |
+|------|---------------------|
+| Understand architecture / "How does X work?" | `.claude/skills/gitnexus/gitnexus-exploring/SKILL.md` |
+| Blast radius / "What breaks if I change X?" | `.claude/skills/gitnexus/gitnexus-impact-analysis/SKILL.md` |
+| Trace bugs / "Why is X failing?" | `.claude/skills/gitnexus/gitnexus-debugging/SKILL.md` |
+| Rename / extract / split / refactor | `.claude/skills/gitnexus/gitnexus-refactoring/SKILL.md` |
+| Tools, resources, schema reference | `.claude/skills/gitnexus/gitnexus-guide/SKILL.md` |
+| Index, status, clean, wiki CLI commands | `.claude/skills/gitnexus/gitnexus-cli/SKILL.md` |
+
+<!-- gitnexus:end -->
--- a/README.md
+++ b/README.md
@@ -4,22 +4,24 @@

 ## 功能特性

- 📂 **多文件支持** — 读取 `.xlsx` / `.xls` / `.csv` 格式
- 🔗 **动态列映射** — 自动解析表头，前端动态选择匹配列、时间列、提取列
+- 📂 **多格式支持** — 读取 `.xlsx` / `.xls` / `.csv`
+- 🔗 **动态列映射** — 自动解析表头，前端下拉框配置匹配列、时间列、提取列
 - 🧹 **正则清洗** — 自定义正则剔除干扰字符（默认保留纯中文）
- ⏱ **时间窗口剪枝** — 按时间差过滤候选记录，提升匹配效率
- 📊 **Levenshtein 模糊匹配** — 基于编辑距离的相似度计算
- 🤖 **Deepseek AI 增强** — 对基础匹配未命中的记录，调用 Deepseek API 二次匹配
- 📤 **结果导出** — 支持导出为 Excel (`.xlsx`) 格式
+- ⏱ **时间窗口剪枝** — 按时间差过滤候选记录，减少无效比对
+- 📊 **Levenshtein 模糊匹配** — 基于编辑距离的相似度计算，支持大小写敏感、全量/最佳匹配、结果排序
+- 🤖 **AI 增强匹配** — 对基础匹配未命中的记录调用大模型二次匹配，支持行级缓存跨批次复用
+- 🗄 **AI 缓存** — 批量 prompt 缓存 + 单行结果缓存，持久化到临时文件，命中后零 API 消耗
+- 🌐 **兼容 OpenAI 格式** — 支持 Deepseek、OpenAI、Ollama、vLLM 等任何兼容 `/v1/chat/completions` 的 API
+- 📤 **多格式导出** — 导出为 Excel (`.xlsx`) 或 CSV (`.csv`)，可选包含表头行

 ## 技术栈

-| 层级     | 技术                          |
-| -------- | ----------------------------- |
-| 后端     | Go 1.24 + Wails v2.12.0       |
-| 前端     | Vue 3 (Composition API) + Vite |
-| Excel    | excelize v2.10.1               |
-| AI API   | Deepseek Chat API              |
+| 层级     | 技术                                  |
+| -------- | ------------------------------------- |
+| 后端     | Go 1.24 + Wails v2.12.0               |
+| 前端     | Vue 3 (Composition API) + Vite         |
+| Excel    | excelize v2.10.1                       |
+| AI API   | OpenAI 兼容格式（Deepseek / OpenAI / Ollama / 自定义） |

 ## 快速开始

@@ -36,51 +38,81 @@ go install github.com/wailsapp/wails/v2/cmd/wails@latest
 ### 开发模式

 ```bash
-# 安装前端依赖
 cd frontend && npm install
-
-# 启动热重载开发服务器
 wails dev
 ```

-开发模式下：
- Vite 热重载服务器运行在 `http://localhost:5173`
- Go 方法浏览器调试入口 `http://localhost:34115`
+开发模式下 Vite 热重载运行在 `http://localhost:5173`。

 ### 构建

 ```bash
-wails build
+# 日常构建（17s，~4.8 MB）
+wails build -ldflags="-s -w" -trimpath -upx
+
+# 发行构建（60s，~4.0 MB）
+wails build -ldflags="-s -w" -trimpath -upx -upxflags="--ultra-brute"
 ```

-构建产物位于 `build/bin/` 目录。
+> 需要 [UPX](https://upx.github.io/) 用于二进制压缩，可通过 `winget install UPX.UPX` 安装。

 ## 使用指南

+### 基础匹配
 1. 点击「选择文件」分别加载 A 表（基准表）和 B 表（数据源表）
-2. 自动识别表头后，在下拉框中配置列映射：
+2. 表头自动识别后，在下拉框中配置列映射：
   - **匹配列** — 用于模糊匹配的文本列
   - **时间列** — 可选，用于时间窗口剪枝
   - **提取列** — 从 B 表提取到结果的目标列
-3. 点击「开始智能匹配」运行基础算法匹配
-4. 可选：配置 Deepseek API 密钥后使用「AI 增强匹配」补充未命中记录
-5. 点击「导出结果」保存为 Excel 文件
+3. 点击「开始智能匹配」运行基础算法
+4. 可选切换高级匹配规则（相似度阈值、时间窗口、排序、全量/最佳匹配等）
+5. 点击「导出结果」保存为 Excel 或 CSV
+
+### AI 增强匹配
+1. 展开底部「配置 AI API」，填入：
+   - **端点** — API 地址，只需填 base URL，如 `http://localhost:8080`（自动补齐 `/v1/chat/completions`）
+   - **模型** — 模型名称，如 `gpt-4o` / `deepseek-chat` / `llama3`
+   - **密钥** — API 密钥
+2. 点击「AI 增强匹配」对基础匹配未命中的记录进行二次匹配
+3. 匹配结果会写入行级缓存，后续相同配置的匹配可免 API 调用直接命中
+
+### AI API 兼容性
+
+| 服务 | 端点示例 | 模型示例 |
+|------|---------|---------|
+| Deepseek | （留空使用默认） | `deepseek-chat` |
+| OpenAI | `https://api.openai.com` | `gpt-4o` |
+| Ollama 本地 | `http://localhost:11434` | `llama3` |
+| vLLM | `http://localhost:8000` | 部署时指定 |
+
+端点和模型均自动保存，下次启动恢复。
+
+## 核心优化
+
+- **AICache O(1) 查找** — map 索引替代线性扫描
+- **预计算 B 列** — 清洗值、时间、提取值在匹配循环外预计算，避免 O(n×m) 次 regex/时间解析
+- **Levenshtein 单次 rune 转换** — 消除 calcSimilarity → levenshteinDistance 的重复转换
+- **RWMutex 读写分离** — 导出/表头读取不阻塞匹配
+- **超时保护** — 单次匹配最长 10 分钟，内层循环每 500 次迭代检查

 ## 项目结构

 ```
 data-matcher/
-├── app.go              # 核心逻辑（匹配引擎、文件读写、AI 调用）
-├── main.go             # 应用入口
-├── wails.json          # Wails 项目配置
-├── go.mod / go.sum     # Go 依赖
+├── app.go                    # 核心逻辑（匹配引擎、文件读写、AI 调用、缓存）
+├── main.go                   # 应用入口
+├── wails.json                # Wails 项目配置
+├── go.mod / go.sum           # Go 依赖
 ├── frontend/
 │   ├── src/
-│   │   ├── App.vue     # 主界面（Vue 组件）
-│   │   ├── style.css   # 全局样式
-│   │   └── main.js     # Vue 入口
+│   │   ├── App.vue           # 主界面（Vue 单文件组件）
+│   │   ├── style.css         # 全局样式
+│   │   └── main.js           # Vue 入口
+│   ├── wailsjs/              # Wails 自动生成绑定（需提交）
 │   ├── index.html
 │   ├── vite.config.js
 │   └── package.json
-└── build/              # 构建配置（Windows/macOS 安装包）
+└── build/                    # 构建输出（gitignore）
+    └── bin/
+        └── data-matcher.exe
 ```
--- a/ai.go
+++ b/ai.go
@@ -39,7 +39,7 @@ type deepseekResponse struct {
 }

 // maxPromptBChars 限制 B 表数据在 prompt 中的最大字符数
-const maxPromptBChars = 80000
+const maxPromptBChars = 15000

 // ---------- AI API 调用 ----------

@@ -107,7 +107,9 @@ func (a *App) callAIAPI(messages []deepseekMessage) (string, error) {
 	httpReq.Header.Set("Content-Type", "application/json")
 	httpReq.Header.Set("Authorization", "Bearer "+a.apiKey)

-	client := &http.Client{Timeout: 30 * time.Second}
+	// 大模型调用可能耗时较长：本地模型 prompt 处理达 30s+，生成 2048 token 可能数分钟
+	// 使用大超时（600s = 10min）避免客户端过早断开
+	client := &http.Client{Timeout: 600 * time.Second}
 	resp, err := client.Do(httpReq)
 	if err != nil {
 		return "", fmt.Errorf("调用 AI API 失败: %v", err)
@@ -143,53 +145,49 @@ func (a *App) callAIAPI(messages []deepseekMessage) (string, error) {
 // buildGenericAIPrompt 构建通用 AI 匹配提示词
 func (a *App) buildGenericAIPrompt(unmatched, bRows [][]string, config MatchConfig, windowDuration time.Duration, hasTime bool) []deepseekMessage {
 	var sb strings.Builder
-	sb.WriteString("你是一个数据匹配专家。请根据以下 A 表记录，从 B 表数据中找出最匹配的记录。\n\n")
-	sb.WriteString("匹配规则：\n")
-	sb.WriteString("1. 根据文本相似度匹配（注意中文字段的核心含义，忽略字母数字前缀后缀）\n")
-	if hasTime {
-		sb.WriteString(fmt.Sprintf("2. 时间差应在 %.0f 小时内\n", windowDuration.Hours()))
-	}
-	sb.WriteString(fmt.Sprintf("3. 返回匹配到的 B 表记录的目标列值（第 %d 列）\n\n", config.ColBExtractIndex+1))

-	sb.WriteString("请严格按照以下 JSON 格式返回结果：\n")
-	sb.WriteString(`{"matches":[{"index":0,"value":"匹配到的目标列值"},{"index":1,"value":""}]}` + "\n")
-	sb.WriteString("如果某条无法匹配，value 设为空字符串。\n\n")
-
-	sb.WriteString(fmt.Sprintf("A 表记录（需要匹配，共 %d 条）：\n", len(unmatched)))
+	// A 表
+	sb.WriteString(fmt.Sprintf("A表(%d行):\n", len(unmatched)))
 	for i, row := range unmatched {
 		matchVal := getCell(row, config.ColAMatchIndex)
-		sb.WriteString(fmt.Sprintf("- 索引 %d: 「%s」", i, matchVal))
+		sb.WriteString(fmt.Sprintf("%d:「%s」", i, matchVal))
 		if hasTime {
-			sb.WriteString(fmt.Sprintf(", 时间=%s", getCell(row, config.ColATimeIndex)))
+			sb.WriteString(fmt.Sprintf(" %s", getCell(row, config.ColATimeIndex)))
 		}
 		sb.WriteString("\n")
 	}

-	sb.WriteString(fmt.Sprintf("\nB 表参考数据（共 %d 条）：\n", len(bRows)))
+	// B 表
+	sb.WriteString(fmt.Sprintf("\nB表(%d行):\n", len(bRows)))
 	truncated := false
 	for i, row := range bRows {
 		matchVal := getCell(row, config.ColBMatchIndex)
 		extractVal := getCell(row, config.ColBExtractIndex)
-		sb.WriteString(fmt.Sprintf("  「%s」 → 目标列值: 「%s」", matchVal, extractVal))
+		sb.WriteString(fmt.Sprintf("  「%s」→「%s」", matchVal, extractVal))
 		if hasTime {
-			sb.WriteString(fmt.Sprintf(", 时间=%s", getCell(row, config.ColBTimeIndex)))
+			sb.WriteString(fmt.Sprintf(" %s", getCell(row, config.ColBTimeIndex)))
 		}
 		sb.WriteString("\n")
-		// 限制 B 表部分总字符数，防止 prompt 超出 token 限制
 		if sb.Len() > maxPromptBChars {
 			fmt.Printf("[AI-WARN] Prompt B 表数据超长 (%d 条，%d 字符)，截断于第 %d 条\n", len(bRows), sb.Len(), i)
 			truncated = true
 		}
 		if truncated {
-			sb.WriteString(fmt.Sprintf("  ... 已截断，省略 %d 条\n", len(bRows)-i-1))
+			sb.WriteString(fmt.Sprintf("  ...略 %d 条\n", len(bRows)-i-1))
 			break
 		}
 	}

-	sb.WriteString("\n请返回 JSON 格式的匹配结果。")
+	// 规则和指令放入 system prompt，user 只放数据
+	systemContent := "你是数据匹配专家。严格按JSON返回：{\"matches\":[{\"index\":0,\"value\":\"匹配值\"}]}\n规则："
+	systemContent += "按文本语义匹配，忽略字母数字前后缀"
+	if hasTime {
+		systemContent += fmt.Sprintf("；时间差<%gh", windowDuration.Hours())
+	}
+	systemContent += "；无匹配value留空"

 	return []deepseekMessage{
-		{Role: "system", Content: "你是一个数据匹配专家。请严格按照 JSON 格式返回结果，不要添加额外说明。"},
+		{Role: "system", Content: systemContent},
 		{Role: "user", Content: sb.String()},
 	}
 }
--- a/app.go
+++ b/app.go
@@ -21,9 +21,8 @@ const DefaultThreshold = 0.65

 // DefaultTimeWindowHours 默认时间窗口（小时）
 const DefaultTimeWindowHours = 12.0
-
-// DefaultBatchSize AI 分批调用每批条数
-const DefaultBatchSize = 8
+// DefaultBatchSize AI 分批调用每批条数（小批量减少 prompt 大小和 B 表时间窗口跨度）
+const DefaultBatchSize = 3

 // DefaultMaxPreview 调试日志预览条数
 const DefaultMaxPreview = 3
--- a/frontend/package-lock.json
+++ b/frontend/package-lock.json
@@ -0,0 +1,884 @@
+{
+  "name": "frontend",
+  "version": "0.0.0",
+  "lockfileVersion": 3,
+  "requires": true,
+  "packages": {
+    "": {
+      "name": "frontend",
+      "version": "0.0.0",
+      "dependencies": {
+        "vue": "^3.2.37"
+      },
+      "devDependencies": {
+        "@vitejs/plugin-vue": "^3.0.3",
+        "vite": "^3.0.7"
+      }
+    },
+    "node_modules/@babel/helper-string-parser": {
+      "version": "7.27.1",
+      "resolved": "https://registry.npmjs.org/@babel/helper-string-parser/-/helper-string-parser-7.27.1.tgz",
+      "integrity": "sha512-qMlSxKbpRlAridDExk92nSobyDdpPijUq2DW6oDnUqd0iOGxmQjyqhMIihI9+zv4LPyZdRje2cavWPbCbWm3eA==",
+      "license": "MIT",
+      "engines": {
+        "node": ">=6.9.0"
+      }
+    },
+    "node_modules/@babel/helper-validator-identifier": {
+      "version": "7.28.5",
+      "resolved": "https://registry.npmjs.org/@babel/helper-validator-identifier/-/helper-validator-identifier-7.28.5.tgz",
+      "integrity": "sha512-qSs4ifwzKJSV39ucNjsvc6WVHs6b7S03sOh2OcHF9UHfVPqWWALUsNUVzhSBiItjRZoLHx7nIarVjqKVusUZ1Q==",
+      "license": "MIT",
+      "engines": {
+        "node": ">=6.9.0"
+      }
+    },
+    "node_modules/@babel/parser": {
+      "version": "7.29.3",
+      "resolved": "https://registry.npmjs.org/@babel/parser/-/parser-7.29.3.tgz",
+      "integrity": "sha512-b3ctpQwp+PROvU/cttc4OYl4MzfJUWy6FZg+PMXfzmt/+39iHVF0sDfqay8TQM3JA2EUOyKcFZt75jWriQijsA==",
+      "license": "MIT",
+      "dependencies": {
+        "@babel/types": "^7.29.0"
+      },
+      "bin": {
+        "parser": "bin/babel-parser.js"
+      },
+      "engines": {
+        "node": ">=6.0.0"
+      }
+    },
+    "node_modules/@babel/types": {
+      "version": "7.29.0",
+      "resolved": "https://registry.npmjs.org/@babel/types/-/types-7.29.0.tgz",
+      "integrity": "sha512-LwdZHpScM4Qz8Xw2iKSzS+cfglZzJGvofQICy7W7v4caru4EaAmyUuO6BGrbyQ2mYV11W0U8j5mBhd14dd3B0A==",
+      "license": "MIT",
+      "dependencies": {
+        "@babel/helper-string-parser": "^7.27.1",
+        "@babel/helper-validator-identifier": "^7.28.5"
+      },
+      "engines": {
+        "node": ">=6.9.0"
+      }
+    },
+    "node_modules/@esbuild/android-arm": {
+      "version": "0.15.18",
+      "resolved": "https://registry.npmjs.org/@esbuild/android-arm/-/android-arm-0.15.18.tgz",
+      "integrity": "sha512-5GT+kcs2WVGjVs7+boataCkO5Fg0y4kCjzkB5bAip7H4jfnOS3dA6KPiww9W1OEKTKeAcUVhdZGvgI65OXmUnw==",
+      "cpu": [
+        "arm"
+      ],
+      "dev": true,
+      "license": "MIT",
+      "optional": true,
+      "os": [
+        "android"
+      ],
+      "engines": {
+        "node": ">=12"
+      }
+    },
+    "node_modules/@esbuild/linux-loong64": {
+      "version": "0.15.18",
+      "resolved": "https://registry.npmjs.org/@esbuild/linux-loong64/-/linux-loong64-0.15.18.tgz",
+      "integrity": "sha512-L4jVKS82XVhw2nvzLg/19ClLWg0y27ulRwuP7lcyL6AbUWB5aPglXY3M21mauDQMDfRLs8cQmeT03r/+X3cZYQ==",
+      "cpu": [
+        "loong64"
+      ],
+      "dev": true,
+      "license": "MIT",
+      "optional": true,
+      "os": [
+        "linux"
+      ],
+      "engines": {
+        "node": ">=12"
+      }
+    },
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+      "license": "MIT",
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+      ],
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+      "license": "MIT",
+      "dependencies": {
+        "@jridgewell/sourcemap-codec": "^1.5.5"
+      }
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+      "funding": [
+        {
+          "type": "github",
+          "url": "https://github.com/sponsors/ai"
+        }
+      ],
+      "license": "MIT",
+      "bin": {
+        "nanoid": "bin/nanoid.cjs"
+      },
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+        "node": "^10 || ^12 || ^13.7 || ^14 || >=15.0.1"
+      }
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+      "license": "MIT"
+    },
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+      "funding": [
+        {
+          "type": "opencollective",
+          "url": "https://opencollective.com/postcss/"
+        },
+        {
+          "type": "tidelift",
+          "url": "https://tidelift.com/funding/github/npm/postcss"
+        },
+        {
+          "type": "github",
+          "url": "https://github.com/sponsors/ai"
+        }
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+        "picocolors": "^1.1.1",
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+      "dev": true,
+      "license": "MIT",
+      "dependencies": {
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+        "is-core-module": "^2.16.1",
+        "path-parse": "^1.0.7",
+        "supports-preserve-symlinks-flag": "^1.0.0"
+      },
+      "bin": {
+        "resolve": "bin/resolve"
+      },
+      "engines": {
+        "node": ">= 0.4"
+      },
+      "funding": {
+        "url": "https://github.com/sponsors/ljharb"
+      }
+    },
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+      "resolved": "https://registry.npmjs.org/rollup/-/rollup-2.80.0.tgz",
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+      "dev": true,
+      "license": "MIT",
+      "bin": {
+        "rollup": "dist/bin/rollup"
+      },
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+      "license": "BSD-3-Clause",
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+      "dev": true,
+      "license": "MIT",
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+        "url": "https://github.com/sponsors/ljharb"
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+      "license": "MIT",
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+        "postcss": "^8.4.18",
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+        "vite": "bin/vite.js"
+      },
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+        "node": "^14.18.0 || >=16.0.0"
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+      "optionalDependencies": {
+        "fsevents": "~2.3.2"
+      },
+      "peerDependencies": {
+        "@types/node": ">= 14",
+        "less": "*",
+        "sass": "*",
+        "stylus": "*",
+        "sugarss": "*",
+        "terser": "^5.4.0"
+      },
+      "peerDependenciesMeta": {
+        "@types/node": {
+          "optional": true
+        },
+        "less": {
+          "optional": true
+        },
+        "sass": {
+          "optional": true
+        },
+        "stylus": {
+          "optional": true
+        },
+        "sugarss": {
+          "optional": true
+        },
+        "terser": {
+          "optional": true
+        }
+      }
+    },
+    "node_modules/vue": {
+      "version": "3.5.34",
+      "resolved": "https://registry.npmjs.org/vue/-/vue-3.5.34.tgz",
+      "integrity": "sha512-WdLBG9gm02OgJIG9axd5Hpx0TFLdzVgfG2evFFu8Rur5O/IoGc5cMjnjh3tPL6GnRGsYvUhBSKVPYVcxRKpMCA==",
+      "license": "MIT",
+      "dependencies": {
+        "@vue/compiler-dom": "3.5.34",
+        "@vue/compiler-sfc": "3.5.34",
+        "@vue/runtime-dom": "3.5.34",
+        "@vue/server-renderer": "3.5.34",
+        "@vue/shared": "3.5.34"
+      },
+      "peerDependencies": {
+        "typescript": "*"
+      },
+      "peerDependenciesMeta": {
+        "typescript": {
+          "optional": true
+        }
+      }
+    }
+  }
+}
--- a/frontend/wailsjs/go/main/App.d.ts
+++ b/frontend/wailsjs/go/main/App.d.ts
@@ -2,10 +2,6 @@
 // This file is automatically generated. DO NOT EDIT
 import {main} from '../models';

-export function CalculateSimilarity(arg1:string,arg2:string):Promise<number>;
-
-export function CleanString(arg1:string):Promise<string>;
-
 export function ClearAICache():Promise<string>;

 export function ExportResults(arg1:Array<main.MatchResult>):Promise<string>;
@@ -14,14 +10,12 @@ export function GetAICacheInfo():Promise<main.AICacheInfo>;

 export function GetAIStatus():Promise<Record<string, string>>;

-export function OpenDailyReport():Promise<string>;
+export function GetDeepseekStatus():Promise<boolean>;

 export function OpenFileA():Promise<string>;

 export function OpenFileB():Promise<string>;

-export function OpenMonthlyReport():Promise<string>;
-
 export function ParseHeaders(arg1:string):Promise<Array<string>>;

 export function RunMatch(arg1:main.MatchConfig):Promise<Array<main.MatchResult>>;
@@ -31,3 +25,5 @@ export function RunMatchWithAI(arg1:main.MatchConfig):Promise<Array<main.MatchRe
 export function SetAIConfig(arg1:string,arg2:string,arg3:string):Promise<string>;

 export function SetAPIKey(arg1:string):Promise<string>;
+
+export function SetDeepseekAPIKey(arg1:string):Promise<string>;
--- a/frontend/wailsjs/go/main/App.js
+++ b/frontend/wailsjs/go/main/App.js
@@ -2,14 +2,6 @@
 // Cynhyrchwyd y ffeil hon yn awtomatig. PEIDIWCH Â MODIWL
 // This file is automatically generated. DO NOT EDIT

-export function CalculateSimilarity(arg1, arg2) {
-  return window['go']['main']['App']['CalculateSimilarity'](arg1, arg2);
-}
-
-export function CleanString(arg1) {
-  return window['go']['main']['App']['CleanString'](arg1);
-}
-
 export function ClearAICache() {
  return window['go']['main']['App']['ClearAICache']();
 }
@@ -26,8 +18,8 @@ export function GetAIStatus() {
  return window['go']['main']['App']['GetAIStatus']();
 }

-export function OpenDailyReport() {
-  return window['go']['main']['App']['OpenDailyReport']();
+export function GetDeepseekStatus() {
+  return window['go']['main']['App']['GetDeepseekStatus']();
 }

 export function OpenFileA() {
@@ -38,10 +30,6 @@ export function OpenFileB() {
  return window['go']['main']['App']['OpenFileB']();
 }

-export function OpenMonthlyReport() {
-  return window['go']['main']['App']['OpenMonthlyReport']();
-}
-
 export function ParseHeaders(arg1) {
  return window['go']['main']['App']['ParseHeaders'](arg1);
 }
@@ -61,3 +49,7 @@ export function SetAIConfig(arg1, arg2, arg3) {
 export function SetAPIKey(arg1) {
  return window['go']['main']['App']['SetAPIKey'](arg1);
 }
+
+export function SetDeepseekAPIKey(arg1) {
+  return window['go']['main']['App']['SetDeepseekAPIKey'](arg1);
+}
--- a/frontend/wailsjs/go/models.ts
+++ b/frontend/wailsjs/go/models.ts
@@ -60,6 +60,9 @@ export namespace main {
 	    rowAData: string[];
 	    rowBKey: string;
 	    extractValue: string;
+	    monthlyCellName: string;
+	    dailyCellId: string;
+	    interruptReason: string;
 	    timeDiff: string;
 	    similarityScore: number;
 	    aiMatched: boolean;
@@ -73,6 +76,9 @@ export namespace main {
 	        this.rowAData = source["rowAData"];
 	        this.rowBKey = source["rowBKey"];
 	        this.extractValue = source["extractValue"];
+	        this.monthlyCellName = source["monthlyCellName"];
+	        this.dailyCellId = source["dailyCellId"];
+	        this.interruptReason = source["interruptReason"];
 	        this.timeDiff = source["timeDiff"];
 	        this.similarityScore = source["similarityScore"];
 	        this.aiMatched = source["aiMatched"];
--- a/matcher.go
+++ b/matcher.go
@@ -269,9 +269,8 @@ func (a *App) prepareMatch(config MatchConfig) (*matchPrep, error) {
 		windowDuration: time.Duration(tw * float64(time.Hour)),
 	}, nil
 }
-
-// defaultMaxBNoTime 无时间列时 B 表最大行数
-const defaultMaxBNoTime = 200
+// defaultMaxBNoTime 无时间列时每批 B 表最大行数
+const defaultMaxBNoTime = 50

 // defaultAIWindowPadH AI 时间窗口额外余量（小时）
 const defaultAIWindowPadH = 3.0