ahadiff

(★ 228)

Learn from your vibe coding instead of just clicking Accept. AhaDiff turns each AI diff into a code-verified lesson, quiz, and review. · 别再无脑 vibe coding 啦！让你从 vibe coding 中学到真东西。每次改动都变成能查证的课程、测验和复习。

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- - ci.yml
  - frontend-ci.yml
  - nightly-eval.yml
  - pages.yml
  - release.yml
- - bench_graphify.py
  - gen_large_graph.py
  - large_graph.json
  - ultra_graph.json
  - xlarge_graph.json
- - bench_api_latency.py
  - bench_bundle_size.sh
  - bench_cli_startup.py
  - bench_diff_parse.py
  - bench_graphify.py
  - bench_serve_read_routes.py
  - bench_sqlite_queries.py
  - run_all.sh
- manifest.json
- - bilibili.svg
  - youtube.svg
- index.html
- USER_GUIDE.en.html
- USER_GUIDE.zh.html
- claim_extract.md
- eval_judge.md
- improve_program.md
- lesson_compact.md
- lesson_generate.md
- lesson_hint.md
- misconception_card.md
- quiz_generate.md
- spec_semantic_alignment.md
- check_wheel_webui.py
- curate_registry.py
- diff_coverage_replay_calibration.py
- - __init__.py
  - __main__.py
  - cli.py
  - py.typed
- - __init__.py
  - test_benchmark.py
  - test_judge_stability.py
- - __init__.py
  - test_auto_capture.py
  - test_learn_pipeline.py
- - test_llm_judge_live.py
  - test_structured_output_smoke.py
- - __init__.py
  - conftest.py
  - test_allowlist.py
  - test_apkg_export.py
  - test_async_dao_threadpool.py
  - test_atomic_replace.py
  - test_benchmark_scripts.py
  - test_challenge_state.py
  - test_check_wheel_webui.py
  - test_claim_classify.py
  - test_claim_extract.py
  - test_claim_verify.py
  - test_cli.py
  - test_cli_construction.py
  - test_concepts.py
  - test_concepts_db.py
  - test_concepts_lint.py
  - test_concepts_rollback.py
  - test_contracts.py
  - test_core_utils.py
  - test_cross_platform_static.py
  - test_diff_coverage_replay_calibration.py
  - test_diff_parser.py
  - test_distractor_gate.py
  - test_entailment.py
  - test_entailment_report.py
  - test_entailment_shadow.py
  - test_evaluator.py
  - test_export_preview.py
  - test_gate3_hardening.py
  - test_gate4_hardening.py
  - test_gates.py
  - test_git_capture.py
  - test_github_action.py
  - test_graphify.py
  - test_graphify_linker.py
  - test_graphify_matcher.py
  - test_graphify_search.py
  - test_graphify_slicer.py
  - test_helpfulness.py
  - test_hooks_schema.py
  - test_hunk_hash.py
  - test_i18n_resolver.py
  - test_improve_loop.py
  - test_injection.py
  - test_install.py
  - test_learnability.py
  - test_lesson_generator.py
  - test_line_map.py
  - test_mcp_ask_lesson.py
  - test_mcp_server.py
  - test_misconception.py
  - test_negative_scan.py
  - test_optimizer.py
  - test_orchestrator.py
  - test_path_safety.py
  - test_phase25.py
  - test_probe.py
  - test_probe_route.py
  - test_provider.py
  - test_quiz_adaptive.py
  - test_quiz_generator.py
  - test_ratchet.py
  - test_redact.py
  - test_redact_url_secrets.py
  - test_registry.py
  - test_results.py
  - test_review.py
  - test_review_scheduler_extra.py
  - test_routes_concepts.py
  - test_routes_config.py
  - test_routes_db.py
  - test_routes_demo.py
  - test_routes_graph.py
  - test_routes_improve.py
  - test_routes_install.py
  - test_routes_judge.py
  - test_routes_learn.py
  - test_routes_providers.py
  - test_routes_review.py
  - test_routes_search.py
  - test_routes_signals.py
  - test_routes_stats.py
  - test_routes_tasks.py
  - test_search.py
  - test_security_hardening.py
  - test_serve_app.py
  - test_serve_medium_apis.py
  - test_serve_static.py
  - test_serve_tasks.py
  - test_stage1_task1.py
  - test_structured_output.py
  - test_symbol_extract.py
  - test_targeted_verify.py
  - test_task_runner.py
  - test_transfer.py
  - test_usage_query.py
  - test_version_sync.py
  - test_watcher.py
  - test_windows_reparse_guards.py
- __init__.py
- - favicon.svg
  - manifest.json
  - registerSW.js
- - check-initial-js-budget.mjs
- - App.tsx
  - main.tsx
  - vite-env.d.ts
- .gitignore
- DEEPSEEK_FRONTEND_EVAL.md
- DEEPSEEK_FRONTEND_FIX.md
- index.html
- package.json
- playwright.config.ts
- playwright.real-serve.config.ts
- pnpm-lock.yaml
- tsconfig.json
- tsconfig.node.json
- vite.config.ts
- vitest.config.ts
.gitattributes
.gitignore
LICENSE
pyproject.toml
README.md
README.zh.md
RELEASING.md
uv.lock

# Installation Guide

1. Get the code

git clone https://github.com/AGI-is-going-to-arrive/ahadiff

Downloads the entire project code from GitHub to your computer.

cd ahadiff

Moves into the project folder you just downloaded.

2. Official Install Script

Easy Recommended

Prerequisites

pipx Installs Python-based CLI tools into isolated environments.
Python 3 Python is required to use pip.

pipx install ahadiff # no pipx yet? brew install pipx (macOS), or see https://pipx.pypa.io

Installs the CLI tool into an isolated environment via pipx.

pip install ahadiff

Installs the package published on PyPI directly — no need to clone the source.

✅ After installing, open a new terminal and run the program's version command (e.g. --version) to confirm it worked.

Pulled directly from this repo's README.

3. Node.js

Easy

Prerequisites

Git Needed to download the project code from GitHub.
Node.js Node.js must be installed to use npm. The LTS version is recommended.

cd viewer && pnpm install && pnpm build # builds the dev WebUI

Moves into the project folder you just downloaded.

✅ After running the command, open the address shown in the terminal (usually something like http://localhost:3000) in your browser.

Pulled directly from this repo's README.

4. Python

Easy

Prerequisites

Git Needed to download the project code from GitHub.
Python 3 On Windows, be sure to check 'Add Python to PATH' during installation.

python3 -m venv .venv && source .venv/bin/activate # Windows PowerShell: py -m venv .venv; .venv\Scripts\Activate.ps1

Runs the Python script (or module).

pip install ahadiff

Installs the package published on PyPI directly — no need to clone the source.

✅ If it runs without errors and prints output in the terminal, it worked.

Pulled directly from this repo's README.

ahadiff

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# Installation Guide

2. Official Install Script

3. Node.js

4. Python

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ahadiff

File Explorer

# Installation Guide

2. Official Install Script

3. Node.js

4. Python

Today's picks

Was this content helpful?

Recent Feedback

Download README