line-dev
AI agent skills for LINE platform development, enabling bot creation and user interactions.
line-dev
AI agent skills for LINE platform development. Build bots, login flows, LIFF apps, MINI Apps, notification messages, and LINE stickers/emoji/themes with up-to-date API references.
Contents
Claude Code Plugin
Install all skills as a Claude Code plugin:
/plugin marketplace add abgne/line-dev
/plugin install line-dev@abgne-line-dev
Or test locally without installing:
claude --plugin-dir /path/to/line-dev
After install, reload with /reload-plugins.
Install as Skills
All Skills
npx skills add abgne/line-dev
Specific Skills
npx skills add abgne/line-dev@messaging-api
npx skills add abgne/line-dev@line-login
npx skills add abgne/line-dev@line-liff
npx skills add abgne/line-dev@line-mini-app
npx skills add abgne/line-dev@line-notification-message
npx skills add abgne/line-dev@line-creators-market
Available Skills
| Skill | Description |
|---|---|
| messaging-api | Webhook, push/reply/multicast, Flex Message, Rich Menu, narrowcast, audience, insights, coupons, channel tokens |
| line-login | OAuth 2.0, PKCE, ID Token JWT verification, token management, bot linking, login button design |
| line-liff | LIFF SDK, liff.init, sendMessages, Share Target Picker, QR scan, permanent links, pluggable SDK |
| line-mini-app | Service Messages, Common Profile Quick Fill, In-App Purchase, Console setup, submission review |
| line-notification-message | Phone-number-based PNP push (LON), SHA256 hashing, template/flexible types, delivery webhook, consent flow, SMS auth |
| line-creators-market | Sticker creation (7 types), emoji, themes, technical specs, review guidelines, revenue model, AI usage declaration, LINE Sticker Maker, market strategy |
Each skill includes reference files covering API specs, expert guidance, and region-specific details for Japan, Thailand, and Taiwan.
Skills load progressively — metadata is always in context, SKILL.md body loads on trigger, reference files load as needed.
Testing Trigger Accuracy
Each skill has an assessment set (should-trigger + should-not-trigger queries in 4 languages: en, ja, zh-TW, th) to measure description quality.
Setup
cd scripts
python3 -m venv .venv
source .venv/bin/activate
pip install claude-agent-sdk
Run
End-to-End (actual Claude Code invocation — requires claude CLI):
# Test one skill
./test_skill_e2e.sh messaging-api --verbose
# Multiple runs for stability
./test_skill_e2e.sh messaging-api --runs 3 --verbose
Simulated (Agent SDK assessment — faster, lower cost):
# Test one skill
./test_skill.sh messaging-api --max-iterations 1 --verbose
# Test all skills
./test_all.sh --verbose
# Auto-optimize description (iterate up to 3 times)
./test_skill.sh line-login --max-iterations 3 --verbose --output results.json
Current Scores
End-to-End (actual claude -p invocation)
Runs each query through Claude Code and checks whether the Skill tool was actually called.
| Skill | Accuracy | Queries | Date |
|---|---|---|---|
| line-notification-message | 100% | 73/73 | 2026-03-23 |
| line-liff | 96% | 69/72 | 2026-03-20 |
| line-login | 95% | 62/65 | 2026-03-20 |
| line-mini-app | 94% | 166/176 | 2026-03-23 |
| messaging-api | 93% | 65/70 | 2026-03-20 |
| line-creators-market | 88% | 60/68 | 2026-03-20 |
Simulated (Agent SDK assessment)
Uses Claude Agent SDK to simulate the triggering decision.
| Skill | Accuracy | Queries | Date |
|---|---|---|---|
| line-notification-message | 100% | 73/73 | 2026-03-20 |
| line-liff | 92% | 66/72 | 2026-03-20 |
| line-login | 92% | 60/65 | 2026-03-20 |
| line-mini-app | 99% | 174/176 | 2026-03-20 |
| messaging-api | 100% | 70/70 | 2026-03-20 |
| line-creators-market | 100% | 68/68 | 2026-03-20 |