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# -*- coding: utf-8 -*-
"""AutoCode product-study: create, source-link and gate a product blueprint.
Standard library only (Python 3.8+). Works on <root>/<slug>/blueprint.md next
to the sources.json that fetch_public.py produced.
Usage:
blueprint.py init <slug> --product NAME [--site URL] [--goal TEXT] [--root DIR] [--force]
Copy references/blueprint-template.md into place with the header filled in,
then append the Sources section from sources.json.
blueprint.py sources <slug> [--root DIR]
Regenerate the "## Sources" section from sources.json (run after fetching more).
blueprint.py check <slug> [--root DIR]
Gate: every claim carries a source and a confidence tag, sources exist, no
placeholders, no copied sentences, no asset links or long code blocks, MVP
cut within size. Exit 0 = pass, 1 = fail. Prints one line per check.
blueprint.py mvp <slug> [--root DIR]
Extract the MVP cut (sections 9 and 10 + header) into mvp.md: the hand-off
to the build phase. Refuses while section 9 still has TODO.
"""
import argparse
import datetime
import json
import os
import re
import sys
DEFAULT_ROOT = os.path.join(".autocode", "study")
HERE = os.path.dirname(os.path.abspath(__file__))
TEMPLATE = os.path.join(HERE, "..", "references", "blueprint-template.md")
CONF_WORDS = {"high": "high", "medium": "medium", "guess": "guess", "高": "high", "中": "medium", "推测": "guess"}
CONF_RE = re.compile(r"\{(high|medium|guess|高|中|推测)\}")
REF_BRACKET_RE = re.compile(r"\[((?:\s*S\d+\s*[,,;;]?\s*)+)\]")
REF_CELL_RE = re.compile(r"^(?:\s*S\d+\s*[,,;;]?\s*)+$")
S_RE = re.compile(r"S(\d+)")
IMAGE_RE = re.compile(r"https?://\S+\.(png|jpe?g|gif|svg|webp|ico)(\?\S*)?", re.I)
LOGO_RE = re.compile(r"https?://\S*logo\S*", re.I)
CJK_RE = re.compile(r"[-ヿ㐀-䶿一-鿿가-]")
CLAIM_SECTIONS = set(range(1, 9))
MAX_OBJECTS, MAX_SCREENS, MAX_CODE_LINES = 5, 7, 15
def paths(slug, root):
d = os.path.join(root, slug)
return d, os.path.join(d, "blueprint.md"), os.path.join(d, "sources.json"), os.path.join(d, "mvp.md")
def load_sources(index_path):
if not os.path.exists(index_path):
return None
with open(index_path, encoding="utf-8") as f:
return json.load(f)
def sources_section(index, study_dir):
lines = ["## Sources", "", "<!-- Generated by `blueprint.py sources <slug>` from sources.json. Do not edit by hand. -->", ""]
if not index or not index.get("sources"):
lines.append("- (no sources collected yet: run fetch_public.py first)")
for s in (index or {}).get("sources", []):
day = (s.get("fetched_at") or "")[:10]
extra = " · license %s" % s["license"] if s.get("license") else ""
lines.append("- [%s] %s — %s (fetched %s, sha256 %s%s)" % (s["id"], s.get("title") or "", s.get("url"), day, (s.get("sha256") or "")[:12], extra))
skipped = (index or {}).get("skipped", [])
if skipped:
lines += ["", "Refused or skipped (out of scope by policy, not used):", ""]
for s in skipped:
lines.append("- %s — %s" % (s.get("url"), s.get("reason")))
lines.append("")
return "\n".join(lines)
def replace_sources(text, section):
m = re.search(r"^## Sources\b.*", text, re.M | re.S)
body = text[: m.start()] if m else text.rstrip() + "\n\n"
return body.rstrip() + "\n\n" + section
def cmd_init(args):
study_dir, bp, idx, _ = paths(args.slug, args.root)
os.makedirs(study_dir, exist_ok=True)
if os.path.exists(bp) and not args.force:
print("%s exists; use --force to overwrite" % bp)
return 1
if not os.path.exists(TEMPLATE):
print("template missing: %s" % TEMPLATE)
return 1
with open(TEMPLATE, encoding="utf-8") as f:
text = f.read()
today = datetime.datetime.now(datetime.timezone.utc).date().isoformat() # UTC, same clock as fetch stamps
text = text.replace("# Product blueprint: TODO product name", "# Product blueprint: %s" % args.product, 1)
header = "Product: %s · Official site: %s · Studied on: %s · Goal: %s" % (
args.product, args.site or "TODO url", today, args.goal or "TODO one sentence on what the user wants to build and for whom")
text = re.sub(r"^Product: TODO name .*$", lambda m: header, text, count=1, flags=re.M)
text = replace_sources(text, sources_section(load_sources(idx), study_dir))
with open(bp, "w", encoding="utf-8") as f:
f.write(text)
print("created %s" % bp)
return 0
def cmd_sources(args):
study_dir, bp, idx, _ = paths(args.slug, args.root)
if not os.path.exists(bp):
print("no blueprint yet: run init first")
return 1
with open(bp, encoding="utf-8") as f:
text = f.read()
text = replace_sources(text, sources_section(load_sources(idx), study_dir))
with open(bp, "w", encoding="utf-8") as f:
f.write(text)
print("sources section refreshed in %s" % bp)
return 0
# ---------------------------------------------------------------- check
def strip_comments(text):
return re.sub(r"<!--.*?-->", "", text, flags=re.S)
def split_sections(text):
"""Return list of (section_key, [lines]); key is int for numbered, 'sources', or 'head'."""
sections, key, buf = [], "head", []
for line in text.splitlines():
m = re.match(r"^## (\d+)\.", line)
if m:
sections.append((key, buf))
key, buf = int(m.group(1)), []
continue
if re.match(r"^## Sources\b", line):
sections.append((key, buf))
key, buf = "sources", []
continue
buf.append(line)
sections.append((key, buf))
return sections
def claim_lines(lines):
"""Bullets and table body rows. Yields (line_no, line, is_table_row)."""
out = []
for i, line in enumerate(lines):
s = line.strip()
if re.match(r"^[-*] ", s):
out.append((i, s, False))
elif s.startswith("|"):
if re.match(r"^\|\s*:?-{2,}", s):
continue # separator
nxt = lines[i + 1].strip() if i + 1 < len(lines) else ""
if re.match(r"^\|\s*:?-{2,}", nxt):
continue # header row
out.append((i, s, True))
return out
def normalize(s):
s = re.sub(r"^\s*(?:[-*]|\d+\.)\s+", "", s)
s = re.sub(r"\{[^}]*\}|\[[^\]]*\]", " ", s)
s = re.sub(r"[|*_`>#]", " ", s)
return " ".join(s.lower().split())
def copied_from(body, src_norm):
"""True when a long enough run of the claim appears verbatim in the sources.
Latin text: any 12-word window; CJK-heavy text: any 25-character window."""
if not src_norm:
return False
cjk = len(CJK_RE.findall(body)) > 0.3 * max(1, len(body))
if cjk:
compact = body.replace(" ", "")
src = src_norm.replace(" ", "")
if len(compact) < 25:
return False
return any(compact[i:i + 25] in src for i in range(0, len(compact) - 24, 5))
words = body.split()
if len(words) < 12:
return False
return any(" ".join(words[i:i + 12]) in src_norm for i in range(0, len(words) - 11))
def parse_claim(line, is_table):
conf, refs = None, set()
m = CONF_RE.search(line)
if m:
conf = CONF_WORDS[m.group(1)]
if is_table:
cells = [c.strip() for c in line.strip("|").split("|")]
for c in cells:
bare = c.strip("{}").strip()
if bare in CONF_WORDS and conf is None:
conf = CONF_WORDS[bare]
if REF_CELL_RE.match(c):
refs.update("S" + n for n in S_RE.findall(c))
for grp in REF_BRACKET_RE.findall(line):
refs.update("S" + n for n in S_RE.findall(grp))
return conf, refs
def cmd_check(args):
study_dir, bp, idx, _ = paths(args.slug, args.root)
fails, oks = [], []
def check(name, cond, detail=""):
(oks if cond else fails).append(name + ("" if cond else " " + str(detail)[:300]))
print(("ok " if cond else "FAIL ") + name + ("" if cond else " " + str(detail)[:300]))
if not os.path.exists(bp):
print("FAIL blueprint missing: %s" % bp)
return 1
with open(bp, encoding="utf-8") as f:
raw = f.read()
index = load_sources(idx)
known = {s["id"] for s in (index or {}).get("sources", [])}
check("sources.json present with at least one source", bool(known), "run fetch_public.py first")
text = strip_comments(raw)
sections = split_sections(text)
keys = [k for k, _ in sections]
for n in range(0, 11):
check("section %d present" % n, n in keys)
check("Sources section present", "sources" in keys)
todo_lines = [i + 1 for i, l in enumerate(text.splitlines()) if re.search(r"\bTODO\b", l)]
check("no TODO placeholders left", not todo_lines, "lines %s" % todo_lines[:10])
# fenced code blocks: structure only, never copied code
longest, inblock, count = 0, False, 0
for l in text.splitlines():
if l.strip().startswith("```"):
if inblock:
longest = max(longest, count)
inblock, count = not inblock, 0
elif inblock:
count += 1
check("no code block longer than %d lines" % MAX_CODE_LINES, longest <= MAX_CODE_LINES, "longest %d" % longest)
bad_assets = [l.strip()[:80] for l in text.splitlines() if IMAGE_RE.search(l) or LOGO_RE.search(l)]
check("no image/logo links (describe, do not embed)", not bad_assets, bad_assets[:3])
# claims
src_norm = ""
if index:
parts = []
for s in index.get("sources", []):
p = os.path.join(study_dir, s.get("file", ""))
if os.path.exists(p):
with open(p, encoding="utf-8") as f:
parts.append(normalize(f.read()))
src_norm = "\n".join(parts)
n_claims, untagged, unsourced, unknown, copied = 0, [], [], [], []
for key, lines in sections:
if key not in CLAIM_SECTIONS:
continue
for i, line, is_table in claim_lines(lines):
n_claims += 1
conf, refs = parse_claim(line, is_table)
where = "§%s: %s" % (key, line[:60])
if conf is None:
untagged.append(where)
continue
if conf in ("high", "medium") and not refs:
unsourced.append(where)
missing = sorted(r for r in refs if r not in known)
if missing:
unknown.append("%s -> %s" % (where, ",".join(missing)))
if copied_from(normalize(line), src_norm):
copied.append(where)
cited = set()
for key, lines in sections:
if key in CLAIM_SECTIONS or key == 0:
for l in lines:
cited.update("S" + n for grp in REF_BRACKET_RE.findall(l) for n in S_RE.findall(grp))
if l.strip().startswith("|"):
for c in l.strip("|").split("|"):
if REF_CELL_RE.match(c):
cited.update("S" + n for n in S_RE.findall(c))
unused = sorted(known - cited, key=lambda x: int(x[1:]))
if unused:
print("note unused sources (fetched but never cited; thin pages? drop or cite): %s" % ", ".join(unused))
claim_text = " ".join(l for key, lines in sections if key in CLAIM_SECTIONS for l in lines)
bp_cjk = len(CJK_RE.findall(claim_text)) > 0.3 * max(1, len(claim_text))
src_cjk = len(CJK_RE.findall(src_norm)) > 0.3 * max(1, len(src_norm)) if src_norm else bp_cjk
if bp_cjk != src_cjk:
print("note blueprint and sources are in different languages: the verbatim check cannot bite; a translated sentence is still a copy, keep saying it in your own words")
check("claims found in sections 1-8", n_claims > 0)
check("every claim has a confidence tag {high}/{medium}/{guess}", not untagged, untagged[:4])
check("every high/medium claim cites a source [Sn]", not unsourced, unsourced[:4])
check("every cited source exists in sources.json", not unknown, unknown[:4])
check("no claim is a verbatim sentence from a source (say it in your own words)", not copied, copied[:4])
# MVP cut
mvp = dict(sections).get(9, [])
mtxt = "\n".join(mvp)
def count_items(label):
m = re.search(r"\*\*%s[^*]*\*\*\s*(.+)" % label, mtxt)
if not m:
return None
raw_items = re.sub(r"[((][^))]*[))]", "", m.group(1)) # commas inside parentheses do not split an item
items = [x for x in re.split(r"[,,、;;\n]|\s\|\s", raw_items) if x.strip() and not re.match(r"^\s*(none|无|-)\s*$", x, re.I)]
return len(items)
n_obj, n_scr = count_items("Objects"), count_items("Screens")
check("MVP objects listed and <= %d" % MAX_OBJECTS, n_obj is not None and 1 <= n_obj <= MAX_OBJECTS, "found %s" % n_obj)
check("MVP screens listed and <= %d" % MAX_SCREENS, n_scr is not None and 1 <= n_scr <= MAX_SCREENS, "found %s" % n_scr)
bo = mtxt.split("**Build order", 1)[1] if "**Build order" in mtxt else ""
bo = re.split(r"\n\*\*", bo, maxsplit=1)[0] # the numbered steps between the Build order label and the next bold label
steps = re.findall(r"^\s*\d+\.\s+\S", bo, re.M)
check("MVP build order has >= 3 steps", len(steps) >= 3, "found %d" % len(steps))
acc = mtxt.split("**Acceptance", 1)[1] if "**Acceptance" in mtxt else ""
acc = acc.split("**Learned", 1)[0]
acc_lines = re.findall(r"^\s*(?:[-*]|\d+\.)\s+(\S.*)$", acc, re.M)
check("MVP acceptance has 3-5 checks", 3 <= len(acc_lines) <= 5, "found %d" % len(acc_lines))
# each check = what the user does -> what they should see -> what a machine can verify (the third part may say "manual")
three = [l for l in acc_lines if len(re.split(r"\s(?:->|→|⇒)\s", l)) >= 3]
check("every acceptance check has three parts (user does -> should see -> machine checks)", acc_lines and len(three) == len(acc_lines), "%d of %d" % (len(three), len(acc_lines)))
lvo = re.search(r"\*\*Learned[^*]*\*\*\s*(.+)", mtxt, re.S)
lvo_txt = lvo.group(1) if lvo else ""
lvo_lines = [l for l in lvo_txt.splitlines() if l.strip()]
says_own = bool(re.search(r"\bown\b|自己", lvo_txt, re.I))
check("MVP says which rules were learned from the target and which are our own", bool(lvo) and lvo_lines and says_own, "found %d lines%s" % (len(lvo_lines), "" if says_own else ", no 'own' part"))
check("'what we will not copy' section has its four lines", len(claim_lines(dict(sections).get(10, []))) >= 4)
print("%d ok, %d fail" % (len(oks), len(fails)))
return 0 if not fails else 1
def cmd_mvp(args):
study_dir, bp, idx, mvp_path = paths(args.slug, args.root)
if not os.path.exists(bp):
print("no blueprint yet")
return 1
with open(bp, encoding="utf-8") as f:
text = strip_comments(f.read())
sections = dict(split_sections(text))
head = [l for l in sections.get("head", []) if l.startswith("Product:")]
sec9, sec10 = sections.get(9, []), sections.get(10, [])
if not sec9 or any("TODO" in l for l in sec9):
print("section 9 (MVP cut) is not finished; fill it, run check, then mvp")
return 1
out = ["# MVP hand-off", ""] + head + ["", "Source blueprint: blueprint.md (same folder). Build only what is below; the rest of the blueprint is context, not scope.", "",
"## MVP cut"] + sec9 + ["", "## What we will not copy"] + sec10 + ["",
"## Verify", "",
"Keep the rules (numbers, formulas, state changes) in one block the acceptance runner can load without a browser; tag the learned ones [learned].",
"Ship a checks file next to the build (acceptance.js or acceptance.py) that prints one JSON row per machine check; run it with",
"`python3 <product-study>/scripts/acceptance_run.py <site_dir>` before go-live and again with `--url <live url>` after. The table it prints is what the user sees.",
"The remaining checks are actions the user performs; list them as actions, never as 'tests passed'."]
with open(mvp_path, "w", encoding="utf-8") as f:
f.write("\n".join(l.rstrip() for l in out).strip() + "\n")
print("wrote %s" % mvp_path)
return 0
def main(argv=None):
ap = argparse.ArgumentParser(description=__doc__, formatter_class=argparse.RawDescriptionHelpFormatter)
sub = ap.add_subparsers(dest="cmd")
i = sub.add_parser("init"); i.add_argument("slug"); i.add_argument("--product", required=True)
i.add_argument("--site"); i.add_argument("--goal"); i.add_argument("--root", default=DEFAULT_ROOT); i.add_argument("--force", action="store_true")
for name in ("sources", "check", "mvp"):
p = sub.add_parser(name); p.add_argument("slug"); p.add_argument("--root", default=DEFAULT_ROOT)
args = ap.parse_args(argv)
if not args.cmd:
ap.print_help()
return 1
return {"init": cmd_init, "sources": cmd_sources, "check": cmd_check, "mvp": cmd_mvp}[args.cmd](args)
if __name__ == "__main__":
sys.exit(main())
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