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version: "1.0.1" name: taiga-api description: Query the hosted Taiga API at taiga.ant.dev for job results, passrates, transcripts, and run evaluations. Use when user asks about Taiga jobs, problem scores, eval results, or needs to submit/check jobs.
Taiga API
Query the hosted Taiga evaluation platform API for job results, transcripts, and problem runs.
IMPORTANT: Use Python, Not Shell
Always use Python for Taiga API requests. Shell has env var + pipe bugs that strip cookie values.
Python helper to load cookie:
python
def get_cookie():with open('/home/atondwal/dmodel/ant/taiga-worktree/.env') as f:for line in f:if line.startswith('TAIGA_IAP_COOKIE='):return line.split('=', 1)[1].strip().strip('"')
IMPORTANT: Always Use Opus 4.5
When submitting jobs, ALWAYS use `claude-opus-4-5-20251101` as the model. Never use Sonnet or other models unless explicitly requested.
Authentication
Cookie stored in ~/dmodel/ant/taiga-worktree/.env. Uses __Host- prefix (session-only). If auth fails, ask user to refresh from browser DevTools → Network → copy Cookie header.
Making Requests
python
import urllib.request, jsondef taiga_get(endpoint):cookie = get_cookie() # see helper abovereq = urllib.request.Request(f"https://taiga.ant.dev/api{endpoint}")req.add_header('Cookie', cookie)return json.loads(urllib.request.urlopen(req).read())# Example: get job problemsdata = taiga_get(f"/jobs/{job_id}/problems")
API Reference
Full docs at: https://taiga.ant.dev/api/docs
Jobs (Most Common)
| Endpoint | Method | Purpose | |
|---|---|---|---|
/jobs | GET | List all jobs | |
/jobs?environment_id={id} | GET | List jobs for environment | |
/jobs/{job_id} | GET | Get job details | |
/jobs/{job_id}/problems | GET | Get problem results (passrates, scores) | |
/jobs/{job_id}/problems/stream | GET | Stream problem results | |
/jobs/{job_id}/error-summary | GET | Get error summary | |
/jobs | POST | Create job with problems | |
/cancel-job/{job_id} | POST | Cancel running job | |
/resubmit-problem/{job_id}/{problem_id} | POST | Resubmit specific problem |
Transcripts
| Endpoint | Method | Purpose | |
|---|---|---|---|
/transcript/{problem_run_id} | GET | Get full transcript | |
/transcript/stream/{problem_run_id} | GET | Stream transcript |
Problem Runs
| Endpoint | Method | Purpose | |
|---|---|---|---|
/problem_runs/{problem_id} | GET | List runs for problem | |
/problem-runs/{id}/container-logs | GET | Get container logs | |
/problem-runs/{id}/mcp-server-logs | GET | Get MCP server logs | |
/problem-runs/{id}/download-output | GET | Download output directory |
Environments
| Endpoint | Method | Purpose | |
|---|---|---|---|
/environments | GET | List environments | |
/environments/{id} | GET | Get environment details | |
/environments?skip=0&limit=100 | GET | Paginated list |
Problems
| Endpoint | Method | Purpose | |
|---|---|---|---|
/problems/{problem_id}/attempts | GET | Get problem attempts | |
/problems/versions/{version_id} | GET | Get problem version | |
/problems/versions/{version_id}/run | POST | Run problem version | |
/problem-crud | GET | List all problems | |
/problem-crud/stats/pass-rates | POST | Get pass rate stats |
Docker Images
| Endpoint | Method | Purpose | |
|---|---|---|---|
/docker-images | GET | List docker images | |
/docker-images/{id}/download | GET | Download image source |
Common Workflows
Get Passrates for a Job
python
job_id = "3c300cca-707a-4e92-ac71-5688165f9ae1" # from URL ?id= paramdata = taiga_get(f"/jobs/{job_id}/problems")for r in data:print(f"{r['problem_id']}: {r['final_score']}")
Aggregate Passrates
python
from collections import defaultdictjob_id = "YOUR_JOB_ID"data = taiga_get(f"/jobs/{job_id}/problems")problems = defaultdict(list)for r in data:problems[r['problem_id']].append(r['final_score'])total_pass = total_runs = 0for pid, scores in sorted(problems.items()):passed = sum(1 for s in scores if s == 1.0)total = len(scores)total_pass += passedtotal_runs += totalprint(f"{pid}: {passed}/{total} ({100*passed/total:.0f}%)")print(f"\nOverall: {total_pass}/{total_runs} ({100*total_pass/total_runs:.1f}%)")
Get Transcript
python
problem_run_id = "118ed21a-9864-4c8c-b34b-d92428f1c22a"transcript = taiga_get(f"/transcript/{problem_run_id}")
List Jobs for Environment
python
env_id = "8e646c11-1461-44a4-9e8d-e3800a02ba07"jobs = taiga_get(f"/jobs?environment_id={env_id}")for j in jobs:print(f"{j['id']}: {j['status']}")
Check Job Status
python
job = taiga_get(f"/jobs/{job_id}")print(f"Status: {job['status']}, Completed: {job.get('completed_count')}")
Create a Job
python
import urllib.request, jsonwith open('problems-metadata.json') as f:problems = json.load(f)payload = {"name": "my-job-name","problems_metadata": problems,"n_attempts_per_problem": 10,"api_model_name": "claude-opus-4-5-20251101" # ALWAYS use Opus 4.5}cookie = get_cookie()req = urllib.request.Request("https://taiga.ant.dev/api/jobs",data=json.dumps(payload).encode(),headers={"Cookie": cookie, "Content-Type": "application/json"})resp = json.loads(urllib.request.urlopen(req).read())print(f"Job ID: {resp.get('job_id')}")
Response Schemas
Problem Run
json
{"id": "118ed21a-...","problem_id": "sort-unique","attempt_number": 1,"final_score": 1.0,"status": "completed","subscores": {"matched_solution": 1.0},"weights": {"matched_solution": 1.0},"execution_time_ms": 467000,"total_tokens": 34205}
Job
json
{"id": "3c300cca-...","status": "completed","environment_id": "8e646c11-...","api_model_name": "claude-opus-4-5-20251101","created_at": "2025-11-24T17:46:30Z"}
URL Patterns
From Taiga web UI URLs:
- Job page:
https://taiga.ant.dev/job?id={job_id}&environmentId={env_id} - Transcripts:
https://taiga.ant.dev/transcripts?id={job_id}&problemId={problem_id}&...
The id parameter in URLs is the job_id.
Tips
- Use Python with
urllib.request- avoid shell due to env var bugs - Cookie expires periodically - refresh from browser if auth fails
/jobs/{id}/problemsis the main endpoint for checking pass rates- For streaming large responses, use the
/streamvariants