Separat de produsele ROA. docs/ = documentatia oficiala descarcata ca Markdown (111 pagini), reluabila cu update_docs.sh. typesafe_test.py face un apel cu cate o intrebare din fiecare tip (choice/noul/score) pe o linie de factura de furnizor. Cheia API se ia din TYPESAFE_API_KEY, nu se versioneaza. Co-Authored-By: Claude Opus 5 (1M context) <noreply@anthropic.com> Claude-Session: https://claude.ai/code/session_01KHLUSsKP99G6ebv2fFUKQV
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Documentation Index
Fetch the complete documentation index at: https://docs.typesafe.ai/llms.txt Use this file to discover all available pages before exploring further.
Quick start
Prefer to just dive in? Here's everything you need to get started immediately.
Try it: the Playground
- Open the Playground and log in.
- Paste any text as the state.
Hi, I've been trying to connect my Stripe account for 3 days and it keeps failing. I'm losing sales. Please help ASAP.
- Add a question. Try a Noul question:
"Does this message express urgency?"
{
"urgency": {
"type": "noul",
"instructions": "Does this message express urgency?"
}
}
- Add more questions. Mix Noul, Choice, and Score in one call and see all results at once.
Call it: the API
- Get your API key from the dashboard
- Make a POST request to the API endpoint
- Review the API Reference for all the details.
POST https://api.typesafe.ai/v1/systemone
Authorization: Bearer <API_KEY>
Content-Type: application/json
Sample cURL command
curl -X POST https://api.typesafe.ai/v1/systemone \
-H "Authorization: Bearer $TYPESAFE_API_KEY" \
-H "Content-Type: application/json" \
-d @- <<'EOF'
{
"state": "Hi, I've been trying to connect my Stripe account for 3 days and it keeps failing. I'm losing sales. Please help ASAP.",
"model": "jev-latest",
"questions": {
"urgency": {
"type": "noul",
"instructions": "Does this message express urgency?"
}
}
}
EOF
Request body
{
"state": "Hi, I've been trying to connect my Stripe account for 3 days and it keeps failing. I'm losing sales. Please help ASAP.",
"model": "jev-latest",
"questions": {
"department": {
"type": "choice",
"instructions": "Which team should handle this",
"criteria": {
"billing": "Payment or subscription issues",
"technical": "Bugs or integration problems",
"sales": "Pricing or account questions"
}
},
"frustration": {
"type": "score",
"instructions": "How frustrated the customer appears",
"criteria": [
"Calm, just stating facts",
"Frustrated but civil",
"Very angry, strong language"
]
},
"is_urgent": {
"type": "noul",
"instructions": "The message conveys urgency or time-sensitivity"
}
}
}
Response body
{
"model": "jev-latest",
"answers": {
"department": {
"type": "choice",
"choice": "billing",
"probabilities": {
"billing": 0.84,
"technical": 0.159,
"sales": 0.001
},
"confidence": 0.596
},
"frustration": {
"type": "score",
"score": 1.035,
"legend": {
"0": "Calm, just stating facts",
"1": "Frustrated but civil",
"2": "Very angry, strong language"
},
"confidence": 0.842
},
"is_urgent": {
"type": "noul",
"noul": 0.999
}
},
"usage": {
"input_tokens": 312,
"output_tokens": 48
}
}
See the API Reference for all the details.
Code it: the Python SDK
- Install the SDK (requires Python >= 3.10).
pip install typesafe-sdk
uv add typesafe-sdk
- Use the SDK. The client reads
TYPESAFE_API_KEYfrom the environment and callsjev-latestby default.
from typesafe_sdk import Choice, Noul, Score, TypeSafeClient
client = TypeSafeClient()
ticket = "Hi, I've been trying to connect my Stripe account for 3 days and it keeps failing. I'm losing sales. Please help ASAP."
response = client.system_one(
state=ticket,
questions={
"department": Choice(
instructions="Which team should handle this",
criteria={
"billing": "Payment or subscription issues",
"technical": "Bugs or integration problems",
"sales": "Pricing or account questions",
},
),
"frustration": Score(
instructions="How frustrated the customer appears",
criteria=[
"Calm, just stating facts",
"Frustrated but civil",
"Very angry, strong language",
],
),
"is_urgent": Noul(
instructions="The message conveys urgency or time-sensitivity",
),
},
)
print(response.answers["department"].choice) # "billing"
print(response.answers["frustration"].score) # 1.035
print(response.answers["is_urgent"].noul) # 0.999
See client SDKs for installation options and detailed usage.
Vibe it: the agent skill
- Install the TypeSafe skill using the Claude Code plugin or
npx skills add typesafe-ai/skills --skill typesafe-ai. You can also read SKILL.md on GitHub.
```bash theme={null} theme={null} theme={null} theme={null}
claude plugin marketplace add typesafe-ai/skills
claude plugin install typesafe@typesafe-ai
```
```bash theme={null} theme={null} theme={null} theme={null}
npx skills add typesafe-ai/skills --skill typesafe-ai
```
Choose your agent when prompted. Installation is project-local by default; add `-g` to install globally.
Paste this prompt into your coding agent:
```text wrap theme={null} theme={null} theme={null} theme={null}
Install the TypeSafe skill. If you're in Claude Code, run `claude plugin marketplace add typesafe-ai/skills`, then `claude plugin install typesafe@typesafe-ai`. If you're in another agent, run `npx skills add typesafe-ai/skills --skill typesafe-ai` and select your agent. Use one installation method. You can read the skill directly at https://github.com/typesafe-ai/skills/blob/main/skills/typesafe-ai/SKILL.md (raw: https://raw.githubusercontent.com/typesafe-ai/skills/main/skills/typesafe-ai/SKILL.md). Then use the TypeSafe skill when working on this project.
```
- Tell your coding agent to use the TypeSafe skill as you build!
Let's build a simple CLI that uses the TypeSafe API to evaluate a set of supplied documents on multiple dimensions. Use the TypeSafe skill to understand how to use the TypeSafe API and how to structure the system. Ask me questions about what kinds of documents I want to evaluate and on what dimensions.
See the Agent Skill page for more details.