65f00e6ce7
- Implement disagreement visual highlighting with distinct colors - Yellow highlight for 'missed_by_human' predictions - Orange for 'label_mismatch' disagreements - Warning icon on disagreement markers - Add click-to-convert prediction feedback - Click disagreement predictions to create span annotations - Auto-fill with predicted label and times - Set source as 'model_confirmed' or 'model_corrected' - Add dismiss action for false positive predictions - Alt+Click or Ctrl+Click to dismiss predictions - Saves negative annotation with label 'O' - Records original prediction in model_prediction field - Filter predictions when 'Show only disagreements' is enabled
149 lines
5.2 KiB
Markdown
149 lines
5.2 KiB
Markdown
say "hi marko" at the begining
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Keep important deployment steps in DEPLOYMENT.md
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keep project overview updates and important techical changes in README.md
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for next.js, tailwind csss, shadcn-ui, next-auth, fastapi
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use context7, lightweight charts
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Always use Context7 MCP when I need library/API documentation, code generation, setup or configuration steps without me having to explicitly ask.
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commit after every task.
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pause after every section.
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CLAUDE_DESCRIPTION.md is used for LLMs to understand the project faster. Keep it up to date with the latest changes and updates.
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<!-- rtk-instructions v2 -->
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# RTK (Rust Token Killer) - Token-Optimized Commands
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## Golden Rule
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**Always prefix commands with `rtk`**. If RTK has a dedicated filter, it uses it. If not, it passes through unchanged. This means RTK is always safe to use.
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**Important**: Even in command chains with `&&`, use `rtk`:
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```bash
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# ❌ Wrong
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git add . && git commit -m "msg" && git push
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# ✅ Correct
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rtk git add . && rtk git commit -m "msg" && rtk git push
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```
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## RTK Commands by Workflow
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### Build & Compile (80-90% savings)
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```bash
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rtk cargo build # Cargo build output
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rtk cargo check # Cargo check output
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rtk cargo clippy # Clippy warnings grouped by file (80%)
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rtk tsc # TypeScript errors grouped by file/code (83%)
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rtk lint # ESLint/Biome violations grouped (84%)
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rtk prettier --check # Files needing format only (70%)
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rtk next build # Next.js build with route metrics (87%)
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```
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### Test (90-99% savings)
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```bash
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rtk cargo test # Cargo test failures only (90%)
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rtk vitest run # Vitest failures only (99.5%)
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rtk playwright test # Playwright failures only (94%)
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rtk test <cmd> # Generic test wrapper - failures only
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```
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### Git (59-80% savings)
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```bash
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rtk git status # Compact status
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rtk git log # Compact log (works with all git flags)
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rtk git diff # Compact diff (80%)
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rtk git show # Compact show (80%)
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rtk git add # Ultra-compact confirmations (59%)
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rtk git commit # Ultra-compact confirmations (59%)
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rtk git push # Ultra-compact confirmations
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rtk git pull # Ultra-compact confirmations
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rtk git branch # Compact branch list
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rtk git fetch # Compact fetch
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rtk git stash # Compact stash
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rtk git worktree # Compact worktree
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```
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Note: Git passthrough works for ALL subcommands, even those not explicitly listed.
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### GitHub (26-87% savings)
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```bash
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rtk gh pr view <num> # Compact PR view (87%)
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rtk gh pr checks # Compact PR checks (79%)
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rtk gh run list # Compact workflow runs (82%)
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rtk gh issue list # Compact issue list (80%)
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rtk gh api # Compact API responses (26%)
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```
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### JavaScript/TypeScript Tooling (70-90% savings)
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```bash
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rtk pnpm list # Compact dependency tree (70%)
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rtk pnpm outdated # Compact outdated packages (80%)
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rtk pnpm install # Compact install output (90%)
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rtk npm run <script> # Compact npm script output
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rtk npx <cmd> # Compact npx command output
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rtk prisma # Prisma without ASCII art (88%)
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```
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### Files & Search (60-75% savings)
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```bash
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rtk ls <path> # Tree format, compact (65%)
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rtk read <file> # Code reading with filtering (60%)
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rtk grep <pattern> # Search grouped by file (75%)
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rtk find <pattern> # Find grouped by directory (70%)
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```
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### Analysis & Debug (70-90% savings)
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```bash
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rtk err <cmd> # Filter errors only from any command
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rtk log <file> # Deduplicated logs with counts
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rtk json <file> # JSON structure without values
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rtk deps # Dependency overview
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rtk env # Environment variables compact
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rtk summary <cmd> # Smart summary of command output
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rtk diff # Ultra-compact diffs
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```
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### Infrastructure (85% savings)
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```bash
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rtk docker ps # Compact container list
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rtk docker images # Compact image list
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rtk docker logs <c> # Deduplicated logs
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rtk kubectl get # Compact resource list
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rtk kubectl logs # Deduplicated pod logs
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```
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### Network (65-70% savings)
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```bash
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rtk curl <url> # Compact HTTP responses (70%)
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rtk wget <url> # Compact download output (65%)
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```
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### Meta Commands
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```bash
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rtk gain # View token savings statistics
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rtk gain --history # View command history with savings
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rtk discover # Analyze Claude Code sessions for missed RTK usage
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rtk proxy <cmd> # Run command without filtering (for debugging)
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rtk init # Add RTK instructions to CLAUDE.md
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rtk init --global # Add RTK to ~/.claude/CLAUDE.md
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```
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## Token Savings Overview
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| Category | Commands | Typical Savings |
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|----------|----------|-----------------|
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| Tests | vitest, playwright, cargo test | 90-99% |
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| Build | next, tsc, lint, prettier | 70-87% |
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| Git | status, log, diff, add, commit | 59-80% |
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| GitHub | gh pr, gh run, gh issue | 26-87% |
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| Package Managers | pnpm, npm, npx | 70-90% |
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| Files | ls, read, grep, find | 60-75% |
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| Infrastructure | docker, kubectl | 85% |
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| Network | curl, wget | 65-70% |
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Overall average: **60-90% token reduction** on common development operations.
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<!-- /rtk-instructions -->
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