Files
Rpa_Skills/tests/evals/run_eval.py
T
VasanthandClaude Opus 5.5 f11bddd958 Existing frontend: detect, report, then keep or restyle (ticket 03)
- templates/detect_frontend.py: finds plain HTML, React/Vue/Angular/Svelte apps
  and PyQt web views; prints location, stack, main colours, font and every
  token block (CSS custom properties, <style> tags, Tailwind config).
- templates/frontend.md: shared report / keep / restyle procedure, written
  so rpa-dashboard-ai can point to it.
- SKILL.md steps 1, 2 and 6 point to it.
- tests: detection self-check; fixture c-web-existing-frontend; eval entries
  c-keep and c-restyle (new pages only, per-question grading, checks on what
  changed in the existing files), both passing.

Co-Authored-By: Claude Opus 5.5 <noreply@anthropic.com>
2026-10-16 14:27:50 +05:30

158 lines
7.6 KiB
Python

"""Seam 2 skill eval: run the skills on a fixture project with `claude -p`, then grade.
Usage (from the repo root):
uv run --with pytest --with playwright python tests/evals/run_eval.py a-empty
Copies tests/fixtures/<fixture> to a temp folder, installs every rpa-dashboard-*
skill there as a project skill, and runs `claude -p` with the user's answers in the
prompt (`-p` can't answer questions). It then grades the reply, runs the Seam 1 page
check on the page it built, and writes tests/evals/results/<fixture>.json.
Exit code 0 means every check passed.
"""
import difflib
import importlib.util
import json
import os
import re
import shutil
import subprocess
import sys
import tempfile
from pathlib import Path
ROOT = Path(__file__).resolve().parents[2]
REPLY_FORMAT = """
When you're done, end your reply with exactly these two lines:
FRONTEND: <what your scan found, or none>
QUESTIONS: <each question the skill told you to ask, in order, separated by " | ">"""
# Per fixture: the request, what the reply must (not) mention, and checks on the output.
FIXTURES = {
"a-empty": {
"prompt": "Build me an RPA dashboard for this project. I can't answer questions while you "
"work, so here are my answers to anything the skill asks. Colours: custom, my "
"brand colour is #7a3cff. Desktop or web: desktop. Optional sections: none.",
"frontend": r"^\s*(none|no\b)",
"asks": [r"colou?r", r"desktop|web", r"section"],
"never_asks": [r"\bkeep\b|restyle"],
"brand": "#7a3cff",
},
# (c) existing teal frontend in web/, run once per answer to keep-or-restyle.
"c-keep": {
"fixture": "c-web-existing-frontend",
"prompt": "Build me an RPA dashboard for this project. I can't answer questions while you "
"work, so here are my answers to anything the skill asks. Keep or restyle the "
"existing frontend: keep its look. Optional sections: none.",
"frontend": r"(?=.*\bweb\b)(?=.*html)(?=.*(#0f766e|--color-brand))",
"asks": [r"keep|restyle", r"section"],
"never_asks": [r"^(?!.*(keep|restyle)).*(colou?r|Tebra Sky|Ember)", r"desktop"],
"page_has": ["--accent:#0f766e", "Trebuchet MS"],
"existing": "unchanged",
},
"c-restyle": {
"fixture": "c-web-existing-frontend",
"prompt": "Build me an RPA dashboard for this project. I can't answer questions while you "
"work, so here are my answers to anything the skill asks. Keep or restyle the "
"existing frontend: restyle it. Colours: Superbill Ember. Optional sections: none.",
"frontend": r"(?=.*\bweb\b)(?=.*html)(?=.*(#0f766e|--color-brand))",
"asks": [r"keep|restyle", r"Tebra Sky|Ember", r"section"],
"never_asks": [r"desktop"],
"page_has": ["--accent:#ff3049"],
"existing": "#ff3049", # only token lines may change, and the theme now uses this colour
},
}
# A line a restyle may change: a custom property, a comment, a blank, or a web-font link.
TOKEN_LINE = r"^\s*(--[\w-]+\s*:.*|/\*.*\*/|<link[^>]*fonts\.googleapis\.com.*|@import.*fonts\.googleapis\.com.*)?\s*$"
def squash(s):
"""Ignore spacing and case when looking for a token in the built page."""
return re.sub(r"\s+", "", s).lower()
def changed_lines(src, project):
"""Lines removed or added in the fixture's own files."""
out = []
for f in src.rglob("*"):
if f.is_file():
new = project / f.relative_to(src)
after = new.read_text(encoding="utf-8").splitlines() if new.exists() else []
out += [x[1:] for x in difflib.unified_diff(f.read_text(encoding="utf-8").splitlines(), after, lineterm="", n=0)
if x[:1] in "+-" and x[:3] not in ("+++", "---")]
return out
def main(fixture):
cfg = FIXTURES[fixture]
work = Path(tempfile.mkdtemp(prefix=f"rpa-eval-{fixture}-"))
project = work / "project"
src = ROOT / "tests" / "fixtures" / cfg.get("fixture", fixture)
shutil.copytree(src, project)
for skill in ROOT.glob("rpa-dashboard-*"):
shutil.copytree(skill, project / ".claude" / "skills" / skill.name)
# The prompt goes in on stdin: on Windows a multi-line argv prompt is cut at the first newline.
run = subprocess.run(
[shutil.which("claude") or "claude", "-p", "--output-format", "json",
"--permission-mode", "acceptEdits", "--allowedTools", "Skill", "Read", "Write", "Edit",
"Glob", "Grep", "Bash(python *)", "PowerShell(python *)"],
input=cfg["prompt"] + REPLY_FORMAT, cwd=project, capture_output=True, text=True, encoding="utf-8",
timeout=1800)
reply = json.loads(run.stdout).get("result", "") if run.stdout.strip().startswith("{") else run.stdout
def line(key):
m = re.search(rf"^\W*{key}\W*:(.*)$", reply, re.M | re.I)
return m[1] if m else ""
checks = {"frontend reported correctly": bool(re.search(cfg["frontend"], line("FRONTEND"), re.I))}
questions = line("QUESTIONS").split("|")
for pat in cfg["asks"]:
checks[f"asks /{pat}/"] = any(re.search(pat, q, re.I) for q in questions)
for pat in cfg["never_asks"]:
checks[f"never asks /{pat}/"] = not any(re.search(pat, q, re.I) for q in questions)
if "existing" in cfg:
changed = changed_lines(src, project)
if cfg["existing"] == "unchanged":
checks["existing files unchanged"] = not changed
else:
checks["existing files: only token lines changed"] = bool(changed) and all(re.match(TOKEN_LINE, x) for x in changed)
checks[f"existing tokens now use {cfg['existing']}"] = any(cfg["existing"] in x.lower() for x in changed)
pages = [p for p in project.rglob("*.html")
if ".claude" not in p.parts and not (src / p.relative_to(project)).exists()] # new pages only
checks["exactly one page built"] = len(pages) == 1
results = ROOT / "tests" / "evals" / "results"
results.mkdir(exist_ok=True)
if pages:
html = pages[0].read_text(encoding="utf-8")
shutil.copy(pages[0], results / f"{fixture}.dashboard.html")
checks["no placeholders left"] = "{{" not in html
if cfg.get("brand"):
spec = importlib.util.spec_from_file_location("palette", ROOT / "rpa-dashboard-no-ai/templates/palette.py")
palette = importlib.util.module_from_spec(spec)
spec.loader.exec_module(palette)
t = palette.derive(cfg["brand"])
checks["custom palette applied"] = all(f"--accent:{t[m]['--accent']}" in html for m in t)
for needle in cfg.get("page_has", []):
checks[f"page has {needle}"] = squash(needle) in squash(html)
pc = subprocess.run([sys.executable, "-m", "pytest", str(ROOT / "tests" / "page_check"), "-q"],
env={**os.environ, "PAGE_CHECK_HTML": str(pages[0])}, capture_output=True, text=True)
checks["page check passes"] = pc.returncode == 0
page_check = pc.stdout.strip().splitlines()[-1:] if pc.stdout else [pc.stderr[-500:]]
else:
page_check = ["no page"]
out = {"fixture": fixture, "passed": all(checks.values()), "checks": checks, "page_check": page_check,
"files": sorted(str(p.relative_to(project)) for p in project.rglob("*") if p.is_file() and ".claude" not in p.parts),
"reply": reply}
(results / f"{fixture}.json").write_text(json.dumps(out, indent=2), encoding="utf-8")
for name, ok in checks.items():
print(f"{'PASS' if ok else 'FAIL'} {name}")
print("page check:", *page_check)
print("work dir:", project)
return 0 if out["passed"] else 1
if __name__ == "__main__":
sys.exit(main(sys.argv[1]))