cl-agentic-vault / _scripts /end_of_wave.py
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Initial release of the Continual-Learning Ideas Vault (vault commit e3600181)
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#!/usr/bin/env python3
"""The end-of-wave checklist as ONE command (analyze-paper, Close the loop).
The checklist is mechanical, so it lives here rather than as prose an agent has
to replay in the right order. One run:
1. regenerates every derived file (GENERATORS, in order);
2. runs every health check, scoped to the wave where the check supports it;
3. prints the wave metrics (edge mix, against-share vs the vault's) and a
random sample of the wave's stance edges for the extraction spot-audit.
It decides nothing: the report ends with the judgment calls left to the session
(integrity errors, dupe/chronology adjudication, retro-edge reading list,
spot-audit). After acting on them, rerun with --generate so the derived files
match the final notes, then commit.
python3 _scripts/end_of_wave.py # wave = new notes vs git HEAD
python3 _scripts/end_of_wave.py --papers a,b --ideas x # explicit wave
python3 _scripts/end_of_wave.py --generate # step 1 only
python3 _scripts/end_of_wave.py --strict # exit 1 on integrity ERRORs
The default wave is read from git: notes under papers/ influences/ ideas/ that
are untracked or added since HEAD (i.e. the uncommitted wave).
"""
import os
import random
import re
import subprocess
import sys
from collections import Counter
VAULT = os.path.dirname(os.path.dirname(os.path.abspath(__file__)))
S = os.path.join(VAULT, "_scripts")
GENERATORS = ["make_ideas_index", "make_methods_index", "make_bib", "make_authors",
"make_toread", "make_similarity", "make_families", "make_status"]
STANCE_RE = re.compile(r"^(first-mention|argues-for|argues-against|nuances|tests)::\s*(.*)$", re.M)
SAMPLE = 10
def run(script, *args):
r = subprocess.run([sys.executable, os.path.join(S, script + ".py"), *args],
cwd=VAULT, capture_output=True, text=True)
return r.returncode, (r.stdout + r.stderr).rstrip()
def wave_from_git():
out = subprocess.run(["git", "status", "--porcelain", "--untracked-files=all",
"papers", "influences", "ideas"],
cwd=VAULT, capture_output=True, text=True).stdout
papers, ideas = [], []
for ln in out.splitlines():
code, path = ln[:2], ln[3:].strip().strip('"')
if not path.endswith(".md") or not ("?" in code or "A" in code):
continue
slug = os.path.basename(path)[:-3]
(ideas if path.startswith("ideas/") else papers).append(slug)
return sorted(papers), sorted(ideas)
def opt(args, name):
if name in args:
return [s.strip() for s in args[args.index(name) + 1].split(",") if s.strip()]
return None
def section(title):
print(f"\n{'=' * 8} {title} {'=' * max(0, 60 - len(title))}")
def edges_of(slug):
for d in ("papers", "influences"):
p = os.path.join(VAULT, d, slug + ".md")
if os.path.exists(p):
return STANCE_RE.findall(open(p, encoding="utf-8").read())
return []
def main():
args = sys.argv[1:]
section("1. regenerate derived files")
for g in GENERATORS:
code, out = run(g)
last = out.splitlines()[-1] if out else ""
print(f" {'OK ' if code == 0 else 'ERR'} {g}: {last[:110]}")
if code:
print(out)
if "--generate" in args:
return 0
papers, ideas = wave_from_git()
papers = opt(args, "--papers") or papers
ideas = opt(args, "--ideas") or ideas
print(f"\n wave: {len(papers)} papers {papers}\n {len(ideas)} new ideas {ideas}")
section("2a. integrity (whole vault)")
code, out = run("check_integrity")
errs = 0
for ln in out.splitlines():
if ln.startswith("===") or ln.startswith("summary") or \
any(f"] {p}" in ln or f"[[{p}]]" in ln or f" {p}:" in ln for p in papers + ideas):
print(ln)
m = re.match(r"summary: (\d+) errors", ln)
errs = int(m.group(1)) if m else errs
print(" (warnings above are filtered to the wave; run check_integrity.py for all)")
section("2b. slug dupes / year drift")
_, out = run("check_slug_dupes")
keep = [ln for ln in out.splitlines() if "CANDIDATE" not in ln and "same-author" not in ln]
print("\n".join(keep))
if ideas:
section("2c. idea near-duplicates (new ideas only)")
print(run("check_idea_dupes", "--new", ",".join(ideas))[1])
section("2d. retro-edge reading list (new ideas)")
print(run("suggest_retro_edges", "--new", ",".join(ideas))[1])
if papers:
section("2e. first-mention chronology (wave papers)")
print(run("check_chronology", *papers)[1])
section("3. wave metrics")
wave = Counter(k for p in papers for k, _ in edges_of(p))
vault = Counter()
for d in ("papers", "influences"):
for f in os.listdir(os.path.join(VAULT, d)):
if f.endswith(".md"):
vault.update(k for k, _ in edges_of(f[:-3]))
def share(c):
votes = c["argues-for"] + c["first-mention"] + c["argues-against"]
return f"{100 * c['argues-against'] / votes:.1f}%" if votes else "n/a"
print(" edge mix (wave): " + ", ".join(f"{k} {v}" for k, v in wave.most_common()))
print(f" against-share of stance votes: wave {share(wave)} | vault {share(vault)}"
" (low = the related-work disagreement pass may be thin)")
section(f"4. spot-audit sample ({SAMPLE} stance edges; verify vs pdf/<slug>.txt)")
pool = [(p, k, v) for p in papers for k, v in edges_of(p)]
random.seed(" ".join(papers))
for p, k, v in random.sample(pool, min(SAMPLE, len(pool))):
txt = "txt" if os.path.exists(os.path.join(VAULT, "pdf", p + ".txt")) else "NO TXT"
print(f" [{txt}] {p}: {k}:: {v[:140]}")
section("left to you")
print(" - fix every integrity ERROR; adjudicate 2b-2e; add retro-edges only where the\n"
" candidate note already supports them; verify the spot-audit sample and\n"
" report its error rate; then: python3 _scripts/end_of_wave.py --generate\n"
" and make the single batch commit.")
return 1 if ("--strict" in args and errs) else 0
if __name__ == "__main__":
sys.exit(main())