#!/usr/bin/env python3 # SPDX-License-Identifier: AGPL-3.0-only # SPDX-FileCopyrightText: Copyright (C) 2026 Catcrafts® """Re-derive the goldens that follow from the lens table and the config defaults. tests/Goldens/fixture/pipeline.json holds the recorded answers the suite compares against. Where an entry follows from the lens table or the config defaults, this script derives it from the rules instead of a hand edit: the config cases through the binary's own `config` command (what Load, Validate, LensesOff and Environments answer), the commit-truth lens's plans, the not-reviewed lists and the estimates from the recorded units by the lens's rules, and the gates from the table. Before it writes, it asserts that the recorded table still reproduces the recorded entries, so a drift in the derivation itself shows up as a failure here. python3 -I tests/Goldens/derive.py Run from anywhere; review the diff of pipeline.json. The suite never runs it. """ import sys, json, hashlib, subprocess, pathlib, tempfile, os, shutil W = pathlib.Path(sys.argv[1]); EXE = sys.argv[2] G = W / 'tests/Goldens/fixture/pipeline.json' g = json.loads(G.read_text()) TABLE = [('repo-better-solution.md', 'none'), ('repo-functional.md', 'browser'), ('repo-bug-prover.md', 'none'), ('repo-security.md', 'none'), ('repo-facts.md', 'none'), ('better-solution.md', 'none'), ('code-quality.md', 'none'), ('minimalism.md', 'none'), ('bug-prover.md', 'none'), ('facts.md', 'none'), ('consistency.md', 'none'), ('process-docs.md', 'none'), ('etiquette.md', 'none'), ('conciseness.md', 'none'), ('maintainer-persona.md', 'none')] # The push gates' lenses: the plans and estimates of the series goldens are theirs. REPO_TABLE = TABLE[:5] # The lenses of each artifact kind (Plan::KindLenses): a mode lists lenses of its kind. KIND_LENSES = {'commits': [f for f, _ in REPO_TABLE], 'series': [f for f, _ in TABLE[5:]], 'reply': ['facts.md', 'etiquette.md', 'consistency.md', 'conciseness.md', 'maintainer-persona.md']} GATES = [('Gate 1 — Approach', ['repo-better-solution.md']), ('Gate 2 — Functional', ['repo-functional.md']), ('Gate 3 — Proof', ['repo-bug-prover.md', 'repo-security.md']), ('Gate 4 — Commit truth', ['repo-facts.md'])] name_of = lambda f: f.replace('.md', '') sha = lambda s: hashlib.sha256(s.encode()).hexdigest() # ---- config: every case through the binary -------------------------------------------- c = g['config'] scratch = pathlib.Path(tempfile.mkdtemp(prefix='goldens-patch-')) def run_config(repo, extra=()): r = subprocess.run([EXE, *extra, 'config'], cwd=repo, capture_output=True, text=True, env={**os.environ, 'GIT_CONFIG_GLOBAL': '/dev/null', 'GIT_CONFIG_SYSTEM': '/dev/null'}) lines = r.stdout.split('\n'); body, warnings, problems = [], [], [] tail = False for l in lines: if l.startswith('warning: '): warnings.append(l[9:]); tail = True elif l.startswith('problem: '): problems.append(l[9:]); tail = True elif not tail: body.append(l) shown = json.loads('\n'.join(body)) return shown, warnings, problems, r.returncode def spelled(text, repo): text = text.replace(str(repo), '') return text.replace(f'`{EXE} slots`', '` slots`') # LensEntry: the config's entry for the lens, else its default one - the # defaults as the binary answers them, so this holds whatever they are. default_dir = scratch / 'defaults'; default_dir.mkdir() DEFAULT_LENSES = run_config(default_dir)[0]['lenses'] def entry_of(lenses, name): e = lenses.get(name) if isinstance(lenses, dict) else None return e if isinstance(e, dict) else DEFAULT_LENSES[name] changed_problems = {} for case in c['cases']: repo = scratch / case['name']; repo.mkdir(parents=True) if case['body'] is not None: (repo / '.review-gates').mkdir() (repo / '.review-gates' / 'config.json').write_text(case['body'], encoding='utf-8', newline='') shown, warnings, problems, code = run_config(repo) path = shown.pop('_path') old_problems = case['problems'] case['problems'] = [spelled(x, repo) for x in problems] case['warnings'] = [spelled(x, repo) for x in warnings] case['config'] = json.loads(spelled(json.dumps(shown), repo)) case['path'] = None if path is None else spelled(path, repo) lenses = shown.get('lenses') # The lenses no mode lists (Config::LensesOff with no mode): a mode's list counts for the lenses of its kind. listed = set() for mname, mode in (shown.get('modes') or {}).items(): if not isinstance(mode, dict): continue kind = mname if mname in KIND_LENSES else mode.get('kind') if kind in KIND_LENSES and isinstance(mode.get('lenses'), list): listed |= {n + '.md' for n in mode['lenses'] if isinstance(n, str) and n + '.md' in KIND_LENSES[kind]} case['lensesOff'] = [f for f, _ in TABLE if f not in listed] case['environments'] = {f: entry_of(lenses, name_of(f)).get('environment', 'none') for f, _ in TABLE} if old_problems != case['problems']: changed_problems[case['name']] = (old_problems, case['problems']) missing = scratch / 'missing'; missing.mkdir() _, _, mprob, _ = run_config(missing, ['--config', str(missing / 'none.json')]) c['missing'] = [spelled(x, missing) for x in mprob] # The defaults as the binary answers them: the 'none' case is Defaults() with # _path null and the database password masked, which the record keeps unmasked. none = next(case for case in c['cases'] if case['name'] == 'none') defaults = json.loads(json.dumps(none['config'])) defaults['supabase']['dbUrl'] = c['defaults']['supabase']['dbUrl'] c['defaults'] = defaults c['example'] = json.loads((W / 'process/templates/config.json').read_text()) ex = scratch / 'example'; ex.mkdir() _, _, eprob, _ = run_config(ex, ['--config', str(W / 'process/templates/config.json')]) c['exampleProblems'] = [spelled(x, ex) for x in eprob] shutil.rmtree(scratch) print('config cases with changed problems:', len(changed_problems)) for n, (o, new) in changed_problems.items(): print(' ', n, '\n -', o, '\n +', new) # ---- series: the facts lens's plans, not_reviewed, the estimate ------------------------ OPUS = 'claude-opus-5-5' def facts_plan(entry): inv = entry['inventory']['units']; info = entry['units'] blocks = [] for u, meta in zip(inv, info): uid = u['id']; kind = meta['kind'] if kind == 'code' and meta['doc']: kind = 'doc' common = {'lens': 'repo-facts', 'lensFile': 'repo-facts.md'} if kind == 'slot': if uid not in ('whole:order', 'whole:absent'): continue blocks.append({'label': f'repo-facts:slot:{uid}', **common, 'kind': 'slot', 'unit': uid, 'unitKind': 'slot', 'expectedIds': [uid], 'unitSha': sha(meta['text']), 'model': OPUS, 'maxTurns': 50, 'timeoutMin': 35}) elif kind == 'doc': if uid.endswith('#hdr'): blocks.append({'label': f'repo-facts:na:{uid}', **common, 'kind': 'auto-na', 'unit': uid, 'expectedIds': [uid], 'unitSha': sha(meta['text']), 'basis': 'mechanical: diff header of a documentation file'}) elif not any(l[:1] in ('+', '-') and l[1:].strip() for l in meta['norm'].split('\n')): blocks.append({'label': f'repo-facts:na:{uid}', **common, 'kind': 'auto-na', 'unit': uid, 'expectedIds': [uid], 'unitSha': sha(meta['text']), 'basis': 'mechanical: context only - the commit adds and removes no line in this part'}) else: blocks.append({'label': f'repo-facts:block:{uid}', **common, 'kind': 'block', 'unit': uid, 'unitKind': 'doc', 'expectedIds': [uid], 'unitSha': sha(meta['text']), 'model': OPUS, 'maxTurns': 60, 'timeoutMin': 40}) elif kind == 'text': blocks.append({'label': f'repo-facts:block:{uid}', **common, 'kind': 'block', 'unit': uid, 'unitKind': 'text', 'expectedIds': [uid], 'unitSha': sha(meta['text']), 'model': OPUS, 'maxTurns': 60, 'timeoutMin': 40}) return {'whole': None, 'blocks': blocks} def estimate(jobs, prefix_bytes=123457, lens_layer_bytes={'repo-better-solution': 4100, 'repo-functional': 9000}, tail_bytes=1800, tpb=3.7, sys_tokens=32000, out_per_turn=1200): P = prefix_bytes / tpb + sys_tokens total = {'cacheRead': 0.0, 'cacheWrite': 0.0, 'output': 0.0, 'processes': 0} seen = set() for j in jobs: if j['kind'] == 'auto-na': continue L = lens_layer_bytes.get(j['lens'], 3000) / tpb; T = tail_bytes / tpb k = 40 if j['kind'] == 'whole' else 10 if j['kind'] == 'slot' else 25 if j['lensFile'] == 'repo-functional.md' else 10 if j.get('unitKind') == 'code' else (12 if j['lensFile'] == 'repo-facts.md' else 8) key = (j['lens'], j['kind']) if key not in seen: seen.add(key); total['cacheWrite'] += P + L total['cacheWrite'] += T + k * 3000 total['cacheRead'] += sum(P + L + T + 3000 * i for i in range(k)) total['output'] += k * out_per_turn total['processes'] += 1 total['costUnits'] = 1.25 * total['cacheWrite'] + 0.1 * total['cacheRead'] + 5 * total['output'] total['listUsd'] = round((6.25 * total['cacheWrite'] + 0.5 * total['cacheRead'] + 25 * total['output']) / 1e6, 2) return total for name, entry in g['series'].items(): if 'plans' not in entry: continue jobs = [] recorded = [] for f, _ in REPO_TABLE: plan = entry['plans'].get(f) if plan is None: continue here = ([plan['whole']] if plan['whole'] is not None else []) + plan['blocks'] recorded += here if f != 'repo-facts.md': jobs += here assert estimate(recorded) == entry['estimate'], f'{name}: the estimate formula does not reproduce the golden' fp = facts_plan(entry) entry['plans']['repo-facts.md'] = fp entry['plans']['repo-facts.md:exclude'] = fp covered = {b['unit'] for b in fp['blocks'] if b['kind'] != 'auto-na'} nr = entry['notReviewed'] nr['all'] = [i for i in nr['all'] if i not in covered] nr['static'] = [i for i in nr['static'] if i not in covered] entry['estimate'] = estimate(jobs + fp['blocks']) print(f"series {name}: facts plan {len(fp['blocks'])} jobs ({sum(b['kind']=='auto-na' for b in fp['blocks'])} n/a), not reviewed all -> {nr['all']}") # ---- gates --------------------------------------------------------------------------------- def gates_for(table, only, without, off): out = [] for title, lenses in table: kept = [l for l in lenses if (not only or l in only) and l not in without and l not in off] if kept: out.append([title, kept]) return out for args, old in g['gates']: only, without, off = args.get('only', []), args.get('without', []), args.get('off', []) assert old in (gates_for(GATES[:3], only, without, off), gates_for(GATES, only, without, off)), f'gates {args}: neither table reproduces the golden' new_gates = [[args, gates_for(GATES, args.get('only', []), args.get('without', []), args.get('off', []))] for args, _ in g['gates']] print('gates entries changed:', sum(1 for (a, o), (_, n) in zip(g['gates'], new_gates) if o != n), 'of', len(new_gates)) g['gates'] = new_gates # ---- the charter ---------------------------------------------------------------------------- g['prompts']['charterSha']['repo-facts.md'] = sha((W / 'process/lenses/repo-facts.md').read_text()) g['prompts']['charterSha']['repo-better-solution.md'] = sha((W / 'process/lenses/repo-better-solution.md').read_text()) G.write_text(json.dumps(g, indent=1, ensure_ascii=False) + '\n', encoding='utf-8') print('written', G)