RhymePad: phonetic rhyme scratchpad for poets & rappers

FastAPI backend with CMU-dict rhyme detection (perfect, internal,
multisyllabic slant, consonance, multi-word phrases), g2p fallback for
unknown words, rhyme/synonym lookup, draggable stanza reordering,
localStorage drafts, and synthesized beats. 19 regression tests drawn
from real verses (Wayne, Em, Kanye).

Co-Authored-By: Claude Opus 4.8 (1M context) <noreply@anthropic.com>

.gitignore

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+.venv/
+__pycache__/
+*.pyc
+.DS_Store

README.md

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+# RhymePad
+
+A scratchpad for poets & rappers. Write in the pad; rhymes are detected
+phonetically (CMU Pronouncing Dictionary) and color-coded as you type —
+end rhymes, **internal rhymes**, and slant rhymes included. Comes with a
+rhyme/synonym lookup, draggable stanza reordering, and synthesized beats
+with adjustable tempo.
+
+## Run
+
+```console
+$ uv run uvicorn app:app --reload
+```
+
+Then open <http://127.0.0.1:8000>.
+
+## How rhyme detection works
+
+- Every word is mapped to its CMU phonemes (`pronouncing`), with
+  lyric-friendly fallbacks (`runnin'` → `running`, possessives, and a
+  spelling heuristic for made-up words).
+- **Perfect rhymes** share everything from the last stressed vowel on
+  (`tonight` / `light` / `flight` → `AY T`). These are matched anywhere
+  in a line — that's the internal rhyme detection.
+- **Slant rhymes** share just the vowel sounds from the last stressed
+  vowel (`hold` / `coal`). Applied to line endings that didn't find a
+  perfect match.
+- Same color = same sound. Underline = line-ending rhyme (the stanza's
+  a/b/a/b scheme); soft glow only = internal rhyme.
+
+## API
+
+- `POST /api/analyze` `{"text": "..."}` → token spans, rhyme groups,
+  per-stanza schemes
+- `GET /api/lookup?word=light&mode=rhyme|near` → frequency-ranked
+  rhymes / near rhymes, grouped by syllable count
+
+Synonyms come from the free [Datamuse](https://www.datamuse.com/api/)
+API, client-side.

app.py

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+"""RhymePad — phoneme-aware rhyme analysis for poets & rappers.
+
+Uses the CMU Pronouncing Dictionary (via ``pronouncing``) to detect
+perfect rhymes, internal rhymes, and slant (vowel) rhymes — no
+spelling heuristics.
+
+Run it:  uv run uvicorn app:app --reload
+"""
+
+import re
+from collections import defaultdict
+from functools import lru_cache
+from pathlib import Path
+
+import pronouncing
+from fastapi import FastAPI
+from fastapi.staticfiles import StaticFiles
+from pydantic import BaseModel
+from wordfreq import zipf_frequency
+
+app = FastAPI(title="RhymePad")
+
+_g2p = None
+
+
+def g2p_phones(word: str) -> str | None:
+    """Neural grapheme-to-phoneme fallback for words the CMU dict and our
+    heuristics can't resolve — pronounces anything (lazily loaded)."""
+    global _g2p
+    if _g2p is None:
+        from g2p_en import G2p
+        _g2p = G2p()
+    phones = [p for p in _g2p(word) if re.fullmatch(r"[A-Z]+[012]?", p)]
+    return " ".join(phones) or None
+
+WORD_RE = re.compile(r"[A-Za-z][A-Za-z']*")
+DIGITS = re.compile(r"\d")
+COLORS = 12  # matches --r0..--r11 in the stylesheet
+
+#: function words too common to flag as internal rhymes
+#: (they still count when they end a line)
+STOPWORDS = frozenset(
+    """i a an the and or but as at of in on is it its was were are am be been
+    do does did to too so no not nor that this these those with for from has
+    had have what when then than there here you your we he she they them his
+    her our us if by my em im 's t s d ll re ve
+    i'm i'll i'd i've it's that's you're we're they're he's she's""".split()
+)
+
+
+# --------------------------------------------------------------------------
+# pronunciation
+# --------------------------------------------------------------------------
+
+@lru_cache(maxsize=None)
+def phones_candidates(word: str) -> tuple[str, ...]:
+    """Plausible pronunciations for a word: CMU dict variants, a few
+    lyric-friendly repairs (droppin' the g, possessives, wheee, whisps),
+    and for unknown words BOTH the g2p model's guess and a compound
+    split (heresay = here + say) — we can't know which the writer means,
+    so the rhyme passes get to match on any of them."""
+    w = word.lower().strip("'")
+    cands = list(pronouncing.phones_for_word(w)[:3])
+    if not cands and w.endswith("in"):  # runnin' -> running
+        cands = pronouncing.phones_for_word(w + "g")[:1]
+    if not cands and w.endswith("'s"):
+        base = pronouncing.phones_for_word(w[:-2])
+        if base:
+            cands = [base[0] + " Z"]
+    if not cands and re.search(r"(.)\1\1", w):  # wheee -> whee
+        for collapsed in (re.sub(r"(.)\1{2,}", r"\1\1", w),
+                          re.sub(r"(.)\1{2,}", r"\1", w)):
+            opts = pronouncing.phones_for_word(collapsed)
+            if opts:
+                cands = opts[:1]
+                break
+    if not cands and w.startswith("wh"):  # whisps -> wisps
+        cands = pronouncing.phones_for_word("w" + w[2:])[:1]
+    if not cands and w.endswith("s") and len(w) > 3:
+        base = pronouncing.phones_for_word(w[:-1])  # plural of an OOV stem
+        if base:
+            voiced = base[0].split()[-1] not in {"P", "T", "K", "F", "TH"}
+            cands = [base[0] + (" Z" if voiced else " S")]
+    if not cands:
+        if re.fullmatch(r"[a-z']+", w):
+            try:
+                g = g2p_phones(w)
+                if g:
+                    cands.append(g)
+            except Exception:
+                pass  # g2p model unavailable
+        if len(w) >= 6:
+            # creative compounds & misspellings: heresay -> here + say
+            for i in range(3, len(w) - 2):
+                a = pronouncing.phones_for_word(w[:i])
+                b = pronouncing.phones_for_word(w[i:])
+                if a and b:
+                    cands.append(a[0] + " " + b[0])
+                    break
+    return tuple(dict.fromkeys(cands))
+
+
+def phones_for(word: str) -> str | None:
+    """Primary pronunciation (used for slant/consonance keys)."""
+    cands = phones_candidates(word)
+    return cands[0] if cands else None
+
+
+def _rime_from_phones(phones: str) -> str:
+    """Everything from the last stressed vowel on, stress markers stripped.
+    This is the classic 'perfect rhyme' key: light/night/tonight all share AY T."""
+    return DIGITS.sub("", pronouncing.rhyming_part(phones))
+
+
+def _tail_vowels(phones: str) -> list[str]:
+    """Vowel sounds from the last stressed vowel on, stress-stripped."""
+    pl = phones.split()
+    start = 0
+    for i in range(len(pl) - 1, -1, -1):
+        if pl[i][-1] in "12":
+            start = i
+            break
+    return [DIGITS.sub("", p) for p in pl[start:] if p[-1].isdigit()]
+
+
+def _all_vowels(phones: str) -> list[str]:
+    return [DIGITS.sub("", p) for p in phones.split() if p[-1].isdigit()]
+
+
+def _slant_from_phones(phones: str) -> str | None:
+    """Just the vowel sounds from the last stressed vowel on — the assonance
+    key used for slant rhymes (time/light, hold/coal)."""
+    return " ".join(_tail_vowels(phones)) or None
+
+
+#: the schwa family — reduced vowels rappers treat as interchangeable
+#: (orange = AO R *AH* N JH, door hinge = AO R HH *IH* N JH)
+REDUCED = {"AH", "IH", "UH", "ER"}
+
+ARPA_VOWELS = {"AA", "AE", "AH", "AO", "AW", "AY", "EH", "ER", "EY",
+               "IH", "IY", "OW", "OY", "UH", "UW"}
+
+
+def founding_projections(key: str) -> dict[str, str]:
+    """Project a group's FOUNDING key (the sound that formed it) into the
+    weaker key spaces, so later passes only attach members that match the
+    sound the group is actually about — never some member's other
+    pronunciation (that's how what's/peanuts once swallowed sleep/people)."""
+    out = {}
+    if key.startswith("p:"):  # perfect rime, e.g. "AH T S"
+        ph = key[2:].split()
+        vowels = [p for p in ph if p in ARPA_VOWELS]
+        if vowels:
+            out["slant"] = "v:" + " ".join(vowels)
+            if len(ph) > 1 and ph[1] not in ARPA_VOWELS:
+                out["vc"] = "c:" + ph[0] + " " + ph[1]
+            else:
+                out["vc"] = "c:" + ph[0]
+            mk = _multi_key(vowels)
+            if mk:
+                out["multi"] = mk
+    elif key.startswith("v:"):  # vowel tail
+        out["slant"] = key
+        mk = _multi_key(key[2:].split())
+        if mk:
+            out["multi"] = mk
+    elif key.startswith("m:"):
+        out["multi"] = key
+    elif key.startswith("c:"):
+        out["vc"] = key
+    return out
+
+
+def _multi_key(vowels: list[str]) -> str | None:
+    """Key for multisyllabic slant rhymes: a 2+ vowel run where the first
+    vowel must match exactly and later reduced vowels are merged."""
+    if len(vowels) < 2:
+        return None
+    return "m:" + " ".join(
+        [vowels[0]] + ["x" if v in REDUCED else v for v in vowels[1:]])
+
+
+def _grapheme_tail(raw: str) -> str | None:
+    """Spelling-based fallback key for words the CMU dict doesn't know,
+    so made-up words can still rhyme with each other."""
+    w = re.sub(r"[^a-z']", "", raw.lower())
+    if not w:
+        return None
+    for pat, rep in (
+        (r"ies$", "ee"), (r"ied$", "ide"), (r"igh", "i"),
+        (r"[ts]ion$", "shun"), (r"ph", "f"), (r"ck", "k"), (r"qu", "kw"),
+    ):
+        w = re.sub(pat, rep, w)
+    if re.search(r"[^aeiou]e$", w) and len(w) > 2:
+        w = w[:-1]
+    m = re.search(r"([aeiouy]+[^aeiouy]*)$", w)
+    tail = m.group(1) if m else w
+    tail = re.sub(r"(.)\1+", r"\1", tail)
+    for pat, rep in (
+        (r"^[ae]y", "ai"), (r"^ei", "ai"), (r"^oa", "o"), (r"^ow$", "o"),
+        (r"^oe", "o"), (r"^ea", "ee"), (r"^ie", "ee"), (r"^oo", "u"),
+        (r"^ou", "ow"), (r"^ew", "u"),
+    ):
+        tail = re.sub(pat, rep, tail)
+    return tail
+
+
+def rime_keys(word: str) -> tuple[str, ...]:
+    """Perfect-rhyme keys, one per candidate pronunciation."""
+    cands = phones_candidates(word)
+    if cands:
+        return tuple(dict.fromkeys("p:" + _rime_from_phones(p) for p in cands))
+    tail = _grapheme_tail(word)
+    return ("g:" + tail,) if tail else ()
+
+
+def vc_key(word: str) -> str | None:
+    """Last stressed vowel + first coda consonant — a consonance-aware
+    slant key, so bliss / whisps / exist all share IH S."""
+    phones = phones_for(word)
+    if not phones:
+        return None
+    pl = phones.split()
+    start = 0
+    for i in range(len(pl) - 1, -1, -1):
+        if pl[i][-1] in "12":
+            start = i
+            break
+    tail = pl[start:]
+    if not tail or not tail[0][-1].isdigit():
+        return None
+    key = DIGITS.sub("", tail[0])
+    if len(tail) > 1:
+        key += " " + tail[1]
+    return "c:" + key
+
+
+def slant_key(word: str) -> str | None:
+    phones = phones_for(word)
+    if phones:
+        v = _slant_from_phones(phones)
+        return ("v:" + v) if v else None
+    tail = _grapheme_tail(word)
+    if not tail:
+        return None
+    m = re.match(r"[aeiouy]+", tail)
+    return "gv:" + (m.group(0) if m else tail)
+
+
+# --------------------------------------------------------------------------
+# analysis
+# --------------------------------------------------------------------------
+
+class Draft(BaseModel):
+    text: str
+
+
+@app.post("/api/analyze")
+def analyze(draft: Draft):
+    lines = draft.text.split("\n")
+
+    # stanza ids (blank-line separated)
+    sids: list[int | None] = []
+    sid, prev_blank = -1, True
+    for line in lines:
+        if not line.strip():
+            sids.append(None)
+            prev_blank = True
+            continue
+        if prev_blank:
+            sid += 1
+        prev_blank = False
+        sids.append(sid)
+
+    tokens = []
+    for i, line in enumerate(lines):
+        if sids[i] is None:
+            continue
+        matches = list(WORD_RE.finditer(line))
+        for j, m in enumerate(matches):
+            tokens.append({
+                "line": i, "start": m.start(), "end": m.end(),
+                "word": m.group(0), "is_end": j == len(matches) - 1,
+                "sid": sids[i], "gid": None, "slant": False,
+            })
+
+    # phrase tokens: adjacent word pairs, so multi-word rhymes can match
+    # single words (orange / door hinge). Anchored at the first word's
+    # stressed vowel; competes in the multisyllabic slant pass only.
+    phrases = []
+    line_toks = defaultdict(list)
+    for t in tokens:
+        line_toks[t["line"]].append(t)
+    for toks in line_toks.values():
+        for a, b in zip(toks, toks[1:]):
+            if a["word"].lower() in STOPWORDS or b["word"].lower() in STOPWORDS:
+                continue
+            pa, pb = phones_for(a["word"]), phones_for(b["word"])
+            if not (pa and pb):
+                continue
+            phrases.append({
+                "line": a["line"], "start": a["start"], "end": b["end"],
+                "word": a["word"].lower() + " " + b["word"].lower(),
+                "is_end": b["is_end"], "sid": a["sid"], "gid": None,
+                "slant": False, "vowels": _tail_vowels(pa) + _all_vowels(pb),
+            })
+
+    # pass 1: perfect rhymes (shared rime), anywhere in a line — this is
+    # what catches internal rhymes
+    by_rime = defaultdict(list)
+    for t in tokens:
+        w = t["word"].lower()
+        if not t["is_end"] and (w in STOPWORDS or len(w) < 2):
+            continue
+        for key in rime_keys(t["word"]):
+            by_rime[key].append(t)
+
+    # biggest buckets claim their tokens first, so a word with several
+    # candidate pronunciations joins its best-supported rhyme group.
+    # Each group remembers its founding key — the sound it's about.
+    raw_groups: list[dict] = []
+    claimed: set[int] = set()
+    for key, toks in sorted(by_rime.items(), key=lambda kv: (-len(kv[1]), kv[0])):
+        toks = [t for t in toks if id(t) not in claimed]
+        if len(toks) < 2:
+            continue
+        distinct = {t["word"].lower() for t in toks}
+        end_count = sum(t["is_end"] for t in toks)
+        if len(distinct) < 2 and end_count < 2:
+            continue  # the same word repeated mid-line isn't a rhyme
+        raw_groups.append({"toks": toks, "slant": False, "key": key})
+        claimed.update(id(t) for t in toks)
+
+    grouped = {id(t) for g in raw_groups for t in g["toks"]}
+
+    def gmap_for(kind: str) -> dict[tuple, int]:
+        """(sid, projected founding key) -> group index, for attaching."""
+        out: dict[tuple, int] = {}
+        for gi, g in enumerate(raw_groups):
+            k = founding_projections(g["key"]).get(kind)
+            if k:
+                for s in {t["sid"] for t in g["toks"]}:
+                    out.setdefault((s, k), gi)
+        return out
+
+    def attach_or_collect(t, key, bucket, gmap):
+        gi = gmap.get((t["sid"], key))
+        if gi is not None:
+            raw_groups[gi]["toks"].append(t)
+            t["slant"] = True
+            grouped.add(id(t))
+        else:
+            bucket[(t["sid"], key)].append(t)
+
+    # pass 2: slant rhymes for still-unmatched line endings, per stanza.
+    # A leftover ending first tries to JOIN an existing group whose
+    # founding sound shares its vowel tail (time -> the mind/find group);
+    # otherwise leftovers form a new slant group among themselves.
+    group_by_slant = gmap_for("slant")
+    by_slant = defaultdict(list)
+    for t in tokens:
+        if t["is_end"] and id(t) not in grouped:
+            key = slant_key(t["word"])
+            if key:
+                attach_or_collect(t, key, by_slant, group_by_slant)
+    for (sid, key), toks in by_slant.items():
+        if len(toks) >= 2 and len({t["word"].lower() for t in toks}) >= 2:
+            raw_groups.append({"toks": toks, "slant": True, "key": key})
+            grouped.update(id(t) for t in toks)
+
+    # pass 3: multisyllabic slant rhymes anywhere in a line, per stanza —
+    # tokens sharing a 2+ vowel run from the stressed syllable on
+    # (placement / creation both carry EY AH; orange / door hinge both
+    # carry AO + schwa). Single-vowel assonance is too noisy to flag
+    # mid-line, so it stays end-of-line only (pass 2).
+    group_by_multi = gmap_for("multi")
+    by_multi = defaultdict(list)
+    for t in tokens:
+        if id(t) in grouped:
+            continue
+        w = t["word"].lower()
+        if not t["is_end"] and (w in STOPWORDS or len(w) < 2):
+            continue
+        ph = phones_for(t["word"])
+        key = _multi_key(_tail_vowels(ph)) if ph else None
+        if key:
+            attach_or_collect(t, key, by_multi, group_by_multi)
+
+    # a phrase only competes when no word inside it already rhymes
+    grouped_spans = defaultdict(list)
+    for t in tokens:
+        if id(t) in grouped:
+            grouped_spans[t["line"]].append((t["start"], t["end"]))
+    for p in phrases:
+        if any(s < p["end"] and p["start"] < e
+               for s, e in grouped_spans[p["line"]]):
+            continue
+        key = _multi_key(p["vowels"])
+        if key:
+            attach_or_collect(p, key, by_multi, group_by_multi)
+
+    for (sid, key), toks in by_multi.items():
+        if len(toks) >= 2 and len({t["word"].lower() for t in toks}) >= 2:
+            raw_groups.append({"toks": toks, "slant": True, "key": key})
+            grouped.update(id(t) for t in toks)
+
+    # pass 4: consonance-aware slant anywhere in a line — last stressed
+    # vowel + first coda consonant, so bliss / whisps / exist (IH S) group
+    # even though their full codas differ
+    group_by_vc = gmap_for("vc")
+    # a word inside an already-grouped phrase sits this pass out,
+    # so "door" doesn't fight "door hinge" for the highlight
+    phrase_spans = defaultdict(list)
+    for p in phrases:
+        if id(p) in grouped:
+            phrase_spans[p["line"]].append((p["start"], p["end"]))
+    by_vc = defaultdict(list)
+    for t in tokens:
+        if id(t) in grouped:
+            continue
+        if any(s < t["end"] and t["start"] < e
+               for s, e in phrase_spans[t["line"]]):
+            continue
+        w = t["word"].lower()
+        if not t["is_end"] and (w in STOPWORDS or len(w) < 2):
+            continue
+        key = vc_key(t["word"])
+        if key:
+            attach_or_collect(t, key, by_vc, group_by_vc)
+    for (sid, key), toks in by_vc.items():
+        if len(toks) >= 2 and len({t["word"].lower() for t in toks}) >= 2:
+            raw_groups.append({"toks": toks, "slant": True, "key": key})
+
+    # stable colors: order groups by first appearance
+    raw_groups.sort(key=lambda g: min((t["line"], t["start"]) for t in g["toks"]))
+    groups_out = []
+    for gid, g in enumerate(raw_groups):
+        for t in g["toks"]:
+            t["gid"] = gid
+        groups_out.append({"id": gid, "color": gid % COLORS, "slant": g["slant"]})
+
+    # stanza rhyme schemes from line-ending groups
+    # (a grouped end word wins over a grouped end phrase)
+    end_gid: dict[int, int] = {}
+    for t in [*tokens, *phrases]:
+        if t["is_end"] and t["gid"] is not None:
+            end_gid.setdefault(t["line"], t["gid"])
+    stanza_lines = defaultdict(list)
+    for i, s in enumerate(sids):
+        if s is not None:
+            stanza_lines[s].append(i)
+
+    stanzas = []
+    for s in sorted(stanza_lines):
+        letters, order = [], {}
+        for i in stanza_lines[s]:
+            gid = end_gid.get(i)
+            key = gid if gid is not None else f"solo:{i}"
+            if key not in order:
+                order[key] = len(order)
+            letters.append(order[key])
+        legend, seen = [], set()
+        for pos, i in enumerate(stanza_lines[s]):
+            n = letters[pos]
+            if n in seen:
+                continue
+            seen.add(n)
+            gid = end_gid.get(i)
+            legend.append({
+                "ch": chr(97 + n % 26),
+                "color": (gid % COLORS) if gid is not None else None,
+                "slant": groups_out[gid]["slant"] if gid is not None else False,
+            })
+        stanzas.append({
+            "lines": stanza_lines[s],
+            "scheme": "".join(chr(97 + n % 26) for n in letters),
+            "legend": legend,
+        })
+
+    toks_out = [
+        {"l": t["line"], "s": t["start"], "e": t["end"], "g": t["gid"],
+         "end": t["is_end"],
+         "slant": t["slant"] or groups_out[t["gid"]]["slant"]}
+        for t in [*tokens, *phrases] if t["gid"] is not None
+    ]
+    return {"lines": lines, "tokens": toks_out,
+            "groups": groups_out, "stanzas": stanzas}
+
+
+# --------------------------------------------------------------------------
+# rhyme / near-rhyme lookup
+# --------------------------------------------------------------------------
+
+_slant_index: dict[str, set[str]] | None = None
+
+
+def get_slant_index() -> dict[str, set[str]]:
+    """vowel-tail -> words, over the whole CMU dict (built once, lazily)."""
+    global _slant_index
+    if _slant_index is None:
+        pronouncing.init_cmu()
+        idx: dict[str, set[str]] = defaultdict(set)
+        for w, phones in pronouncing.pronunciations:
+            k = _slant_from_phones(phones)
+            if k:
+                idx[k].add(w)
+        _slant_index = idx
+    return _slant_index
+
+
+def _ranked(words, exclude: set[str], limit: int) -> list[dict]:
+    scored = []
+    for w in set(words):
+        if w in exclude or not w.isalpha():
+            continue
+        z = zipf_frequency(w, "en")
+        if z < 1.8:  # drop cmudict junk and very rare proper nouns
+            continue
+        scored.append((z, w))
+    scored.sort(key=lambda t: (-t[0], t[1]))
+    out = []
+    for z, w in scored[:limit]:
+        ph = phones_for(w)
+        out.append({"word": w, "syl": pronouncing.syllable_count(ph) if ph else 0})
+    return out
+
+
+@app.get("/api/lookup")
+def lookup(word: str, mode: str = "rhyme", limit: int = 60):
+    w = word.strip().lower()
+    phones = phones_for(w)
+    if not phones:
+        return {"word": w, "mode": mode, "known": False, "words": []}
+    if mode == "near":
+        k = _slant_from_phones(phones)
+        perfect = set(pronouncing.rhymes(w))
+        cands = (get_slant_index().get(k, set()) - perfect) if k else set()
+        words = _ranked(cands, {w}, limit)
+    else:
+        words = _ranked(pronouncing.rhymes(w), {w}, limit)
+    return {"word": w, "mode": mode, "known": True, "words": words}
+
+
+app.mount("/", StaticFiles(directory=Path(__file__).parent / "static",
+                           html=True), name="static")

pyproject.toml

@@ -0,0 +1,21 @@
+[project]
+name = "rhymepad"
+version = "0.1.0"
+description = "A scratchpad for poets & rappers — phoneme-aware rhyme-scheme detection."
+requires-python = ">=3.11"
+dependencies = [
+    "fastapi>=0.110",
+    "uvicorn>=0.29",
+    "pronouncing>=0.2",
+    "wordfreq>=3.0",
+    "g2p-en>=2.1.0",
+]
+
+[dependency-groups]
+dev = [
+    "pytest>=9.0.3",
+]
+
+[tool.pytest.ini_options]
+pythonpath = ["."]
+testpaths = ["tests"]

static/index.html

@@ -0,0 +1,733 @@
+<!DOCTYPE html>
+<html lang="en">
+<head>
+<meta charset="UTF-8">
+<meta name="viewport" content="width=device-width, initial-scale=1.0">
+<title>RhymePad</title>
+<link rel="preconnect" href="https://fonts.googleapis.com">
+<link rel="preconnect" href="https://fonts.gstatic.com" crossorigin>
+<link href="https://fonts.googleapis.com/css2?family=Fraunces:opsz,wght@9..144,400;9..144,500;9..144,600;9..144,900&family=Spline+Sans+Mono:wght@400;500;600&display=swap" rel="stylesheet">
+<style>
+  :root {
+    --bg: #14110f;
+    --panel: #1c1916;
+    --panel-2: #221e1a;
+    --ink: #f2e9dd;
+    --ink-dim: #a79a89;
+    --line: #322c26;
+    --accent: #e8814a;
+    --accent-2: #d4a843;
+    /* rhyme group colors — distinct, warm-leaning, readable on dark */
+    --r0:#e8814a; --r1:#4ea3e8; --r2:#6fd08c; --r3:#d46fb8;
+    --r4:#d4a843; --r5:#9b7ce8; --r6:#e85a5a; --r7:#46cabf;
+    --r8:#c0d44e; --r9:#e8a0c0; --r10:#7ad4d4; --r11:#d9824e;
+  }
+  * { box-sizing: border-box; }
+  html, body { margin: 0; height: 100%; }
+  body {
+    background:
+      radial-gradient(1200px 600px at 85% -10%, rgba(232,129,74,0.10), transparent 60%),
+      radial-gradient(900px 500px at -10% 110%, rgba(78,163,232,0.07), transparent 55%),
+      var(--bg);
+    color: var(--ink);
+    font-family: 'Spline Sans Mono', monospace;
+    font-size: 15px;
+    -webkit-font-smoothing: antialiased;
+  }
+  .wrap {
+    display: grid;
+    grid-template-columns: 1fr 340px;
+    grid-template-rows: auto 1fr auto;
+    gap: 14px;
+    height: 100vh;
+    padding: 16px;
+  }
+  header {
+    grid-column: 1 / -1;
+    display: flex;
+    align-items: baseline;
+    justify-content: space-between;
+    border-bottom: 1px solid var(--line);
+    padding-bottom: 10px;
+  }
+  .brand {
+    font-family: 'Fraunces', serif;
+    font-weight: 900;
+    font-size: 30px;
+    letter-spacing: -0.02em;
+    color: var(--ink);
+  }
+  .brand span { color: var(--accent); }
+  .tagline { color: var(--ink-dim); font-size: 12px; letter-spacing: 0.04em; }
+
+  /* ---- editor side ---- */
+  .editor-col { display: flex; flex-direction: column; min-height: 0; gap: 10px; }
+  .editor-shell {
+    position: relative;
+    flex: 1;
+    min-height: 0;
+    background: var(--panel);
+    border: 1px solid var(--line);
+    border-radius: 12px;
+    overflow: hidden;
+  }
+  /* highlight layer + textarea share the exact same box metrics */
+  #highlight, #editor {
+    position: absolute; inset: 0;
+    margin: 0; border: 0;
+    padding: 22px 24px;
+    font: inherit;
+    line-height: 1.9;
+    white-space: pre-wrap;
+    word-wrap: break-word;
+    overflow-y: auto;
+    letter-spacing: 0;
+    tab-size: 4;
+  }
+  #highlight {
+    pointer-events: none;
+    color: transparent;
+    z-index: 1;
+  }
+  #editor {
+    background: transparent;
+    color: var(--ink);
+    caret-color: var(--accent);
+    resize: none;
+    z-index: 2;
+    outline: none;
+  }
+  #editor::placeholder { color: #5a5249; }
+  /* colored rhyme tokens — background tint only, so the textarea text on
+     top stays crisp and box metrics stay identical (no horizontal padding!) */
+  .rh {
+    border-radius: 4px;
+    background: color-mix(in srgb, var(--c) 15%, transparent);
+  }
+  .rh.end {
+    background: color-mix(in srgb, var(--c) 24%, transparent);
+    box-shadow: inset 0 -2px 0 0 var(--c);
+  }
+  .rh.slant.end {
+    box-shadow: inset 0 -2px 0 0 color-mix(in srgb, var(--c) 45%, transparent);
+  }
+  .toolbar {
+    display: flex; align-items: center; gap: 10px; flex-wrap: wrap;
+  }
+  .btn {
+    font-family: inherit; font-size: 13px;
+    background: var(--panel-2);
+    color: var(--ink);
+    border: 1px solid var(--line);
+    padding: 8px 14px;
+    border-radius: 8px;
+    cursor: pointer;
+    transition: all .15s;
+  }
+  .btn:hover { border-color: var(--accent); color: var(--accent); }
+  .btn.primary { background: var(--accent); color: #1a120c; border-color: var(--accent); font-weight: 600; }
+  .btn.primary:hover { filter: brightness(1.08); color: #1a120c; }
+  .scheme-readout {
+    margin-left: auto; color: var(--ink-dim); font-size: 12px;
+    letter-spacing: 0.15em;
+  }
+  .scheme-readout b { color: var(--accent-2); letter-spacing: 0.15em; }
+  .scheme-readout .offline { color: var(--r6); letter-spacing: 0.02em; }
+
+  /* ---- stanza reorder overlay ---- */
+  #reorderOverlay {
+    position: fixed; inset: 0; z-index: 50;
+    background: rgba(10,8,6,0.7); backdrop-filter: blur(3px);
+    display: flex; align-items: center; justify-content: center;
+  }
+  #reorderOverlay[hidden] { display: none; }
+  .reorder-box {
+    width: min(560px, 92vw); max-height: 80vh;
+    background: var(--panel); border: 1px solid var(--line); border-radius: 14px;
+    display: flex; flex-direction: column; overflow: hidden;
+  }
+  .reorder-box h3 {
+    margin: 0; padding: 16px 20px 12px;
+    font-family: 'Fraunces', serif; font-weight: 600; font-size: 18px;
+  }
+  .reorder-box .hint { padding: 0 20px 10px; color: var(--ink-dim); font-size: 12px; }
+  #stanzaList { padding: 0 16px 8px; overflow-y: auto; flex: 1; }
+  .stanza-card {
+    display: flex; align-items: center; gap: 12px;
+    background: var(--panel-2); border: 1px solid var(--line); border-radius: 10px;
+    padding: 12px 14px; margin-bottom: 8px; cursor: grab;
+    transition: border-color .15s, opacity .15s;
+  }
+  .stanza-card:active { cursor: grabbing; }
+  .stanza-card.dragging { opacity: 0.35; }
+  .stanza-card.drop-above { border-top: 2px solid var(--accent); }
+  .stanza-card.drop-below { border-bottom: 2px solid var(--accent); }
+  .stanza-card .grip { color: var(--ink-dim); font-size: 16px; user-select: none; }
+  .stanza-card .preview { flex: 1; min-width: 0; }
+  .stanza-card .first-line {
+    white-space: nowrap; overflow: hidden; text-overflow: ellipsis; font-size: 13px;
+  }
+  .stanza-card .meta-line { color: var(--ink-dim); font-size: 11px; margin-top: 3px; }
+  .stanza-card .scheme-badge {
+    color: var(--accent-2); font-size: 11px; letter-spacing: 0.18em;
+    text-transform: uppercase; white-space: nowrap;
+  }
+  .reorder-actions { display: flex; justify-content: flex-end; gap: 8px; padding: 12px 20px 16px; }
+
+  /* ---- side panel ---- */
+  aside {
+    background: var(--panel);
+    border: 1px solid var(--line);
+    border-radius: 12px;
+    display: flex; flex-direction: column;
+    min-height: 0;
+    overflow: hidden;
+  }
+  .tabs { display: flex; border-bottom: 1px solid var(--line); }
+  .tab {
+    flex: 1; padding: 12px 0; text-align: center; cursor: pointer;
+    font-size: 12px; letter-spacing: 0.08em; text-transform: uppercase;
+    color: var(--ink-dim); background: transparent; border: 0;
+    font-family: inherit; transition: color .15s;
+  }
+  .tab.active { color: var(--accent); box-shadow: inset 0 -2px 0 var(--accent); }
+  .tab:hover { color: var(--ink); }
+  .panel-body { padding: 16px; overflow-y: auto; flex: 1; }
+  .lookup-row { display: flex; gap: 8px; }
+  .lookup-row input {
+    flex: 1; font-family: inherit; font-size: 14px;
+    background: var(--panel-2); border: 1px solid var(--line);
+    color: var(--ink); padding: 9px 12px; border-radius: 8px; outline: none;
+  }
+  .lookup-row input:focus { border-color: var(--accent); }
+  .seg { display: flex; gap: 4px; margin: 14px 0 10px; }
+  .seg button {
+    flex: 1; font-family: inherit; font-size: 11px; letter-spacing: .04em;
+    background: var(--panel-2); color: var(--ink-dim); border: 1px solid var(--line);
+    padding: 7px 0; border-radius: 7px; cursor: pointer; text-transform: uppercase;
+  }
+  .seg button.active { color: var(--accent); border-color: var(--accent); }
+  .results { display: flex; flex-wrap: wrap; gap: 7px; margin-top: 6px; }
+  .chip {
+    font-size: 13px; background: var(--panel-2); border: 1px solid var(--line);
+    color: var(--ink); padding: 5px 10px; border-radius: 999px; cursor: pointer;
+    transition: all .12s;
+  }
+  .chip:hover { border-color: var(--accent); color: var(--accent); transform: translateY(-1px); }
+  .muted { color: var(--ink-dim); font-size: 13px; line-height: 1.6; }
+  .res-label { font-size:11px; text-transform:uppercase; letter-spacing:.1em; color:var(--ink-dim); margin:16px 0 4px; }
+
+  /* beats */
+  .beat-grid { display: grid; grid-template-columns: 1fr 1fr; gap: 8px; }
+  .beat {
+    background: var(--panel-2); border: 1px solid var(--line); border-radius: 9px;
+    padding: 12px; cursor: pointer; transition: all .15s;
+  }
+  .beat:hover { border-color: var(--accent); }
+  .beat.playing { border-color: var(--accent); background: rgba(232,129,74,0.1); }
+  .beat .name { font-weight: 600; font-size: 13px; }
+  .beat .bpm { color: var(--ink-dim); font-size: 11px; margin-top: 2px; }
+  .transport { margin-top: 16px; }
+  .tempo-row { display:flex; align-items:center; gap:10px; margin-top: 8px; }
+  .tempo-row input[type=range] { flex:1; accent-color: var(--accent); }
+  .tempo-val { font-variant-numeric: tabular-nums; color: var(--accent-2); min-width: 64px; text-align:right; font-size:13px;}
+  .beat-controls { display:flex; gap:8px; margin-top:12px; }
+  .legend { margin-top: 14px; }
+  .legend-item { display:flex; align-items:center; gap:8px; font-size:12px; margin:5px 0; color: var(--ink-dim); }
+  .swatch { width:14px; height:14px; border-radius:4px; }
+  footer { grid-column: 1 / -1; }
+  ::-webkit-scrollbar { width: 10px; height: 10px; }
+  ::-webkit-scrollbar-thumb { background: #3a342d; border-radius: 6px; border: 2px solid var(--panel); }
+</style>
+</head>
+<body>
+<div class="wrap">
+  <header>
+    <div class="brand">Rhyme<span>Pad</span></div>
+    <div class="tagline">a scratchpad for poets &amp; rappers — real phonetic rhyme detection</div>
+  </header>
+
+  <!-- EDITOR -->
+  <div class="editor-col">
+    <div class="editor-shell">
+      <div id="highlight"></div>
+      <textarea id="editor" spellcheck="false" placeholder="Start writing. Leave a blank line between stanzas.
+Rhymes are detected phonetically — line endings get the underline,
+internal rhymes get the soft glow, same color = same sound.
+Double-click any word to look it up on the right."></textarea>
+    </div>
+    <div class="toolbar">
+      <button class="btn primary" id="copyBtn">Copy to clipboard</button>
+      <button class="btn" id="reorderBtn">Reorder stanzas</button>
+      <button class="btn" id="clearBtn">Clear</button>
+      <button class="btn" id="sampleBtn">Load sample</button>
+      <div class="scheme-readout" id="schemeReadout"></div>
+    </div>
+  </div>
+
+  <!-- PANEL -->
+  <aside>
+    <div class="tabs">
+      <button class="tab active" data-tab="lookup">Rhymes &amp; Synonyms</button>
+      <button class="tab" data-tab="beats">Beats</button>
+    </div>
+
+    <div class="panel-body" id="tab-lookup">
+      <div class="lookup-row">
+        <input id="lookupInput" placeholder="a word…" autocomplete="off">
+        <button class="btn" id="lookupBtn">Go</button>
+      </div>
+      <div class="seg" id="modeSeg">
+        <button class="active" data-mode="rhyme">Rhymes</button>
+        <button data-mode="near">Near rhymes</button>
+        <button data-mode="syn">Synonyms</button>
+      </div>
+      <div id="lookupResults">
+        <p class="muted">Type a word and hit Go, or double-click a word in your draft. Click any result to insert it at the cursor.</p>
+      </div>
+      <div class="legend">
+        <div class="res-label">Current stanza</div>
+        <div id="legendBox"><p class="muted">No rhymes detected yet.</p></div>
+      </div>
+    </div>
+
+    <div class="panel-body" id="tab-beats" style="display:none">
+      <div class="beat-grid" id="beatGrid"></div>
+      <div class="transport">
+        <div class="tempo-row">
+          <span class="muted">Tempo</span>
+          <input type="range" id="tempo" min="60" max="180" value="90">
+          <span class="tempo-val" id="tempoVal">90 BPM</span>
+        </div>
+        <div class="beat-controls">
+          <button class="btn primary" id="playBeat">Play</button>
+          <button class="btn" id="stopBeat">Stop</button>
+        </div>
+      </div>
+    </div>
+  </aside>
+
+  <footer></footer>
+</div>
+
+<!-- STANZA REORDER -->
+<div id="reorderOverlay" hidden>
+  <div class="reorder-box">
+    <h3>Reorder stanzas</h3>
+    <div class="hint">Drag cards to rearrange. Changes apply instantly.</div>
+    <div id="stanzaList"></div>
+    <div class="reorder-actions">
+      <button class="btn primary" id="reorderDone">Done</button>
+    </div>
+  </div>
+</div>
+
+<script>
+/* ============================================================
+   ANALYSIS — real phonetic rhyme detection lives in the Python
+   backend (CMU pronouncing dictionary). We POST the draft and
+   get back colored token spans:
+     end rhymes   -> underline + tint
+     internal     -> soft tint
+     slant rhymes -> faded underline (shared vowel sound)
+============================================================ */
+const editor = document.getElementById('editor');
+const highlight = document.getElementById('highlight');
+const schemeReadout = document.getElementById('schemeReadout');
+const COLORS = 12;
+
+function esc(s){ return s.replace(/&/g,'&amp;').replace(/</g,'&lt;').replace(/>/g,'&gt;'); }
+function debounce(fn, ms){ let t; return (...a)=>{ clearTimeout(t); t=setTimeout(()=>fn(...a), ms); }; }
+
+let analysis = null;      // last server response
+let backendOk = true;
+
+/* ---------- draft persistence — nothing gets lost on a stray refresh ---------- */
+const DRAFT_KEY = 'rhymepad.draft';
+editor.value = localStorage.getItem(DRAFT_KEY) || '';
+function persist(){
+  try{ localStorage.setItem(DRAFT_KEY, editor.value); }catch(e){ /* storage full/blocked */ }
+}
+
+async function analyze(){
+  const text = editor.value;
+  try{
+    const r = await fetch('/api/analyze', {
+      method:'POST', headers:{'Content-Type':'application/json'},
+      body: JSON.stringify({text})
+    });
+    analysis = await r.json();
+    backendOk = true;
+  }catch(e){
+    backendOk = false;
+  }
+  render();
+}
+const analyzeSoon = debounce(analyze, 250);
+
+function render(){
+  persist();
+  const lines = editor.value.split('\n');
+  const tokByLine = {};
+  const groupInfo = {};
+  if(analysis){
+    analysis.groups.forEach(g=>{ groupInfo[g.id] = g; });
+    analysis.tokens.forEach(t=>{ (tokByLine[t.l] ||= []).push(t); });
+  }
+  let html = '';
+  lines.forEach((line, i)=>{
+    // only apply spans if this line still matches what the server analyzed
+    const fresh = analysis && analysis.lines[i] === line;
+    const toks = fresh ? (tokByLine[i] || []) : [];
+    toks.sort((a,b)=>a.s-b.s);
+    let pos = 0, h = '';
+    toks.forEach(t=>{
+      const g = groupInfo[t.g]; if(!g || t.s < pos) return;
+      h += esc(line.slice(pos, t.s));
+      const cls = 'rh' + (t.end ? ' end' : '') + (t.slant ? ' slant' : '');
+      h += `<span class="${cls}" style="--c:var(--r${g.color % COLORS})">` + esc(line.slice(t.s, t.e)) + '</span>';
+      pos = t.e;
+    });
+    h += esc(line.slice(pos));
+    html += h + '\n';
+  });
+  highlight.innerHTML = html;
+  highlight.scrollTop = editor.scrollTop;
+  highlight.scrollLeft = editor.scrollLeft;
+  buildReadout();
+  buildLegend();
+}
+
+function caretLine(){
+  return editor.value.slice(0, editor.selectionStart).split('\n').length - 1;
+}
+function caretStanza(){
+  if(!analysis || !analysis.stanzas.length) return null;
+  const ln = caretLine();
+  return analysis.stanzas.find(s=>s.lines.includes(ln))
+      || analysis.stanzas.findLast(s=>s.lines[0] <= ln)
+      || analysis.stanzas[0];
+}
+
+function buildReadout(){
+  if(!backendOk){
+    schemeReadout.innerHTML = '<span class="offline">backend offline — run: uv run uvicorn app:app</span>';
+    return;
+  }
+  const st = caretStanza();
+  if(!st || !st.scheme){ schemeReadout.innerHTML = ''; return; }
+  schemeReadout.innerHTML = `stanza scheme &nbsp;<b>${st.scheme.toUpperCase().split('').join(' ')}</b>`;
+}
+
+function buildLegend(){
+  const box = document.getElementById('legendBox');
+  const st = caretStanza();
+  if(!st || !st.legend.length){ box.innerHTML = '<p class="muted">No rhymes detected yet.</p>'; return; }
+  box.innerHTML = st.legend.map(l=>{
+    const sw = l.color === null
+      ? `<span class="swatch" style="background:#3a342d"></span>`
+      : `<span class="swatch" style="background:var(--r${l.color % COLORS})"></span>`;
+    const note = l.color === null ? ' — no rhyme' : (l.slant ? ' — slant' : '');
+    return `<div class="legend-item">${sw} ending “${l.ch}”${note}</div>`;
+  }).join('');
+}
+
+editor.addEventListener('input', ()=>{ render(); analyzeSoon(); });
+editor.addEventListener('scroll', ()=>{ highlight.scrollTop = editor.scrollTop; highlight.scrollLeft = editor.scrollLeft; });
+editor.addEventListener('keyup', ()=>{ buildReadout(); buildLegend(); });
+editor.addEventListener('click', ()=>{ buildReadout(); buildLegend(); });
+
+/* ---------- double-click a word -> look it up ---------- */
+editor.addEventListener('dblclick', ()=>{
+  const sel = editor.value.slice(editor.selectionStart, editor.selectionEnd)
+    .trim().replace(/[^A-Za-z']/g,'');
+  if(sel){ document.getElementById('lookupInput').value = sel; doLookup(); }
+});
+
+/* ---------- insert at cursor ---------- */
+function insertAtCursor(word){
+  const s = editor.selectionStart, e = editor.selectionEnd;
+  const v = editor.value;
+  const needSpace = s > 0 && !/\s/.test(v[s-1]);
+  const ins = (needSpace ? ' ' : '') + word;
+  editor.value = v.slice(0,s) + ins + v.slice(e);
+  const np = s + ins.length;
+  editor.focus();
+  editor.setSelectionRange(np, np);
+  render();
+  analyzeSoon();
+}
+
+/* ============================================================
+   LOOKUP — rhymes & near rhymes come from our backend (CMU dict,
+   frequency-ranked). Synonyms come from the free Datamuse API.
+============================================================ */
+const modeSeg = document.getElementById('modeSeg');
+let mode = 'rhyme';
+modeSeg.addEventListener('click', e=>{
+  const b = e.target.closest('button'); if(!b) return;
+  [...modeSeg.children].forEach(c=>c.classList.remove('active'));
+  b.classList.add('active'); mode = b.dataset.mode; doLookup();
+});
+document.getElementById('lookupBtn').addEventListener('click', doLookup);
+document.getElementById('lookupInput').addEventListener('keydown', e=>{ if(e.key==='Enter') doLookup(); });
+
+const resultsBox = document.getElementById('lookupResults');
+async function doLookup(){
+  const word = document.getElementById('lookupInput').value.trim();
+  if(!word) return;
+  resultsBox.innerHTML = '<p class="muted">Searching…</p>';
+  try{
+    if(mode === 'syn'){
+      const r = await fetch(`https://api.datamuse.com/words?rel_syn=${encodeURIComponent(word)}&ml=${encodeURIComponent(word)}&max=60`);
+      const data = await r.json();
+      renderChips(`Synonyms / related for “${esc(word)}”`, data.map(d=>d.word));
+    }else{
+      const r = await fetch(`/api/lookup?word=${encodeURIComponent(word)}&mode=${mode}`);
+      const data = await r.json();
+      if(!data.known){
+        resultsBox.innerHTML = `<p class="muted">“${esc(word)}” isn't in the pronunciation dictionary.</p>`;
+        return;
+      }
+      renderBySyllable(word, data.words, mode === 'near' ? 'Near rhymes' : 'Rhymes');
+    }
+  }catch(err){
+    resultsBox.innerHTML = `<p class="muted">Lookup failed — is the backend running? (${esc(String(err))})</p>`;
+  }
+}
+
+function chipHtml(words){
+  return '<div class="results">' +
+    words.map(w=>`<span class="chip" data-w="${esc(w)}">${esc(w)}</span>`).join('') +
+    '</div>';
+}
+function wireChips(){
+  resultsBox.querySelectorAll('.chip').forEach(c=>{
+    c.addEventListener('click', ()=> insertAtCursor(c.dataset.w));
+  });
+}
+function renderChips(label, words){
+  if(!words.length){ resultsBox.innerHTML = '<p class="muted">No results.</p>'; return; }
+  resultsBox.innerHTML = `<div class="res-label">${label}</div>` + chipHtml(words.slice(0,50));
+  wireChips();
+}
+function renderBySyllable(word, items, label){
+  if(!items.length){ resultsBox.innerHTML = `<p class="muted">No results for “${esc(word)}”.</p>`; return; }
+  const bySyl = {};
+  items.forEach(d=>{ (bySyl[d.syl || 0] ||= []).push(d.word); });
+  let h = `<div class="res-label">${label} for “${esc(word)}”</div>`;
+  Object.keys(bySyl).sort((a,b)=>a-b).forEach(k=>{
+    h += `<div class="res-label">${k == 0 ? '?' : k} syllable${k == 1 ? '' : 's'}</div>` + chipHtml(bySyl[k]);
+  });
+  resultsBox.innerHTML = h;
+  wireChips();
+}
+
+/* ============================================================
+   STANZA REORDER — drag cards to rearrange blank-line-separated
+   stanzas; the draft updates on every drop.
+============================================================ */
+const overlay = document.getElementById('reorderOverlay');
+const stanzaList = document.getElementById('stanzaList');
+let blocks = [];
+
+function openReorder(){
+  blocks = editor.value.split(/\n{2,}/).map(b=>b.trim()).filter(Boolean);
+  if(blocks.length < 2){ flash('reorderBtn','Need 2+ stanzas'); return; }
+  buildCards();
+  overlay.hidden = false;
+}
+function schemeOf(block){
+  if(!analysis) return '';
+  const first = block.split('\n')[0];
+  const idx = analysis.lines.indexOf(first);
+  if(idx < 0) return '';
+  const st = analysis.stanzas.find(s=>s.lines.includes(idx));
+  return st ? st.scheme : '';
+}
+function buildCards(){
+  stanzaList.innerHTML = '';
+  blocks.forEach((b, i)=>{
+    const lines = b.split('\n');
+    const card = document.createElement('div');
+    card.className = 'stanza-card';
+    card.draggable = true;
+    card.dataset.idx = i;
+    const scheme = schemeOf(b);
+    card.innerHTML = `
+      <span class="grip">⠿</span>
+      <span class="preview">
+        <div class="first-line">${esc(lines[0])}</div>
+        <div class="meta-line">${lines.length} line${lines.length===1?'':'s'}</div>
+      </span>
+      ${scheme ? `<span class="scheme-badge">${scheme.split('').join(' ')}</span>` : ''}`;
+    card.addEventListener('dragstart', ()=>{ dragIdx = i; card.classList.add('dragging'); });
+    card.addEventListener('dragend', ()=>{ dragIdx = null; card.classList.remove('dragging'); clearDrops(); });
+    card.addEventListener('dragover', e=>{
+      e.preventDefault();
+      clearDrops();
+      const before = e.offsetY < card.offsetHeight / 2;
+      card.classList.add(before ? 'drop-above' : 'drop-below');
+    });
+    card.addEventListener('drop', e=>{
+      e.preventDefault();
+      if(dragIdx === null) return;
+      const before = e.offsetY < card.offsetHeight / 2;
+      let to = i + (before ? 0 : 1);
+      const [moved] = blocks.splice(dragIdx, 1);
+      if(dragIdx < to) to--;
+      blocks.splice(to, 0, moved);
+      applyBlocks();
+      buildCards();
+    });
+    stanzaList.appendChild(card);
+  });
+}
+let dragIdx = null;
+function clearDrops(){
+  stanzaList.querySelectorAll('.stanza-card').forEach(c=>c.classList.remove('drop-above','drop-below'));
+}
+function applyBlocks(){
+  editor.value = blocks.join('\n\n');
+  render();
+  analyzeSoon();
+}
+document.getElementById('reorderBtn').addEventListener('click', openReorder);
+document.getElementById('reorderDone').addEventListener('click', ()=>{ overlay.hidden = true; editor.focus(); });
+overlay.addEventListener('click', e=>{ if(e.target === overlay){ overlay.hidden = true; editor.focus(); } });
+document.addEventListener('keydown', e=>{ if(e.key === 'Escape' && !overlay.hidden){ overlay.hidden = true; editor.focus(); } });
+
+/* ============================================================
+   COPY / CLEAR / SAMPLE
+============================================================ */
+document.getElementById('copyBtn').addEventListener('click', async ()=>{
+  try{ await navigator.clipboard.writeText(editor.value); flash('copyBtn','Copied!'); }
+  catch{ editor.select(); document.execCommand('copy'); flash('copyBtn','Copied!'); }
+});
+function flash(id,msg){
+  const b=document.getElementById(id); const o=b.textContent; b.textContent=msg;
+  setTimeout(()=>b.textContent=o,1100);
+}
+document.getElementById('clearBtn').addEventListener('click', ()=>{
+  if(editor.value.trim()){
+    try{ localStorage.setItem(DRAFT_KEY + '.backup', editor.value); }catch(e){}
+  }
+  editor.value=''; analysis=null; render(); analyze(); editor.focus();
+});
+document.getElementById('sampleBtn').addEventListener('click', ()=>{
+  editor.value =
+`I keep the cadence tucked beneath my tongue tonight
+the city hums in amber under fading light
+I trace a melody that never quite takes flight
+and let the silence answer everything I write
+
+Pressure make a diamond, grind it out the coal I hold
+stories that I never told, weathered and a decade old
+chasing something warmer than a chain of gold
+staying up till every borrowed hour is sold`;
+  render(); analyze(); editor.focus();
+});
+
+/* ============================================================
+   BEATS — Web Audio synthesized drum patterns, adjustable tempo.
+   No external samples; everything is generated.
+============================================================ */
+const tab = (name)=>{
+  document.querySelectorAll('.tab').forEach(t=>t.classList.toggle('active', t.dataset.tab===name));
+  document.getElementById('tab-lookup').style.display = name==='lookup'?'block':'none';
+  document.getElementById('tab-beats').style.display  = name==='beats'?'block':'none';
+};
+document.querySelectorAll('.tab').forEach(t=> t.addEventListener('click', ()=>tab(t.dataset.tab)));
+
+const PATTERNS = {
+  'Boom Bap':   {bpm:90,  kick:[0,6,8],          snare:[4,12],     hat:[0,2,4,6,8,10,12,14], swing:0.12},
+  'Trap':       {bpm:140, kick:[0,3,7,8,11],     snare:[8],        hat:[0,1,2,3,4,5,6,7,8,9,10,11,12,13,14,15], swing:0},
+  'Lo-Fi':      {bpm:75,  kick:[0,8],            snare:[4,12],     hat:[2,6,10,14], swing:0.18},
+  'Drill':      {bpm:142, kick:[0,3,6,10,11],    snare:[4,12,13],  hat:[0,2,4,6,8,10,12,14], swing:0.05},
+  'Spoken/Jazz':{bpm:96,  kick:[0,10],           snare:[4,12],     hat:[0,3,6,9,12,15], swing:0.2},
+  'West Coast': {bpm:94,  kick:[0,6,8,14],       snare:[4,12],     hat:[0,2,4,6,8,10,12,14], swing:0.08}
+};
+
+let actx=null, playing=false, schedTimer=null, current='Boom Bap', step=0, nextTime=0;
+let userTempo = 90;
+
+const beatGrid = document.getElementById('beatGrid');
+Object.entries(PATTERNS).forEach(([name,p])=>{
+  const d=document.createElement('div'); d.className='beat'; d.dataset.name=name;
+  d.innerHTML = `<div class="name">${name}</div><div class="bpm">${p.bpm} BPM feel</div>`;
+  d.addEventListener('click', ()=>{
+    current=name;
+    document.getElementById('tempo').value = p.bpm;
+    setTempo(p.bpm);
+    if(!playing) startBeat();
+    document.querySelectorAll('.beat').forEach(b=>b.classList.toggle('playing', b.dataset.name===name));
+  });
+  beatGrid.appendChild(d);
+});
+
+const tempoEl = document.getElementById('tempo'), tempoVal=document.getElementById('tempoVal');
+function setTempo(v){ userTempo=+v; tempoEl.value=v; tempoVal.textContent = v+' BPM'; }
+tempoEl.addEventListener('input', e=> setTempo(e.target.value));
+
+function ensureCtx(){ if(!actx) actx = new (window.AudioContext||window.webkitAudioContext)(); }
+
+function kick(t){
+  const o=actx.createOscillator(), g=actx.createGain();
+  o.frequency.setValueAtTime(150,t); o.frequency.exponentialRampToValueAtTime(50,t+0.12);
+  g.gain.setValueAtTime(0.9,t); g.gain.exponentialRampToValueAtTime(0.001,t+0.18);
+  o.connect(g).connect(actx.destination); o.start(t); o.stop(t+0.2);
+}
+function snare(t){
+  const noise=actx.createBufferSource();
+  const buf=actx.createBuffer(1, actx.sampleRate*0.2, actx.sampleRate);
+  const d=buf.getChannelData(0); for(let i=0;i<d.length;i++) d[i]=Math.random()*2-1;
+  noise.buffer=buf;
+  const f=actx.createBiquadFilter(); f.type='highpass'; f.frequency.value=1500;
+  const g=actx.createGain(); g.gain.setValueAtTime(0.6,t); g.gain.exponentialRampToValueAtTime(0.001,t+0.18);
+  noise.connect(f).connect(g).connect(actx.destination); noise.start(t); noise.stop(t+0.2);
+}
+function hat(t){
+  const noise=actx.createBufferSource();
+  const buf=actx.createBuffer(1, actx.sampleRate*0.05, actx.sampleRate);
+  const d=buf.getChannelData(0); for(let i=0;i<d.length;i++) d[i]=Math.random()*2-1;
+  noise.buffer=buf;
+  const f=actx.createBiquadFilter(); f.type='highpass'; f.frequency.value=7000;
+  const g=actx.createGain(); g.gain.setValueAtTime(0.3,t); g.gain.exponentialRampToValueAtTime(0.001,t+0.05);
+  noise.connect(f).connect(g).connect(actx.destination); noise.start(t); noise.stop(t+0.06);
+}
+
+function scheduler(){
+  const p=PATTERNS[current];
+  const secPer16 = (60/userTempo)/4;
+  while(nextTime < actx.currentTime + 0.1){
+    const s = step % 16;
+    const swing = (s%2===1) ? secPer16 * (p.swing||0) : 0;
+    const t = nextTime + swing;
+    if(p.kick.includes(s)) kick(t);
+    if(p.snare.includes(s)) snare(t);
+    if(p.hat.includes(s)) hat(t);
+    nextTime += secPer16;
+    step++;
+  }
+  schedTimer = setTimeout(scheduler, 25);
+}
+function startBeat(){
+  ensureCtx(); if(actx.state==='suspended') actx.resume();
+  if(playing) return;
+  playing=true; step=0; nextTime=actx.currentTime+0.05; scheduler();
+  document.querySelectorAll('.beat').forEach(b=>b.classList.toggle('playing', b.dataset.name===current));
+  document.getElementById('playBeat').textContent='Playing…';
+}
+function stopBeat(){
+  playing=false; clearTimeout(schedTimer);
+  document.querySelectorAll('.beat').forEach(b=>b.classList.remove('playing'));
+  document.getElementById('playBeat').textContent='Play';
+}
+document.getElementById('playBeat').addEventListener('click', startBeat);
+document.getElementById('stopBeat').addEventListener('click', stopBeat);
+
+render();
+analyze();
+</script>
+</body>
+</html>

tests/test_rhymes.py

@@ -0,0 +1,192 @@
+"""Regression suite for RhymePad's rhyme detection.
+
+Every case here came from a real verse that exposed a gap during
+development — Lil Wayne ("6 Foot 7 Foot"), Eminem ("Godzilla"),
+Kanye ("Power"), and assorted hand-rolled edge cases.
+"""
+
+from collections import defaultdict
+
+import pytest
+
+from app import Draft, analyze, lookup
+
+
+def groups(text: str) -> list[set[str]]:
+    """Rhyme groups as sets of (lowercased) highlighted spans."""
+    res = analyze(Draft(text=text))
+    by_gid = defaultdict(set)
+    for t in res["tokens"]:
+        by_gid[t["g"]].add(res["lines"][t["l"]][t["s"]:t["e"]].lower())
+    return list(by_gid.values())
+
+
+def group_with(text: str, *words: str) -> set[str]:
+    """The group containing words[0]; asserts all words share it."""
+    for g in groups(text):
+        if words[0].lower() in g:
+            missing = {w.lower() for w in words} - g
+            assert not missing, f"{missing} not grouped with {words[0]!r} in {g}"
+            return g
+    pytest.fail(f"{words[0]!r} not highlighted at all")
+
+
+def highlighted(text: str) -> set[str]:
+    gs = groups(text)
+    return set().union(*gs) if gs else set()
+
+
+def scheme(text: str) -> str:
+    return analyze(Draft(text=text))["stanzas"][0]["scheme"]
+
+
+# ---------------------------------------------------------------- perfect
+
+def test_perfect_end_rhymes():
+    text = ("I keep the cadence tucked beneath my tongue tonight\n"
+            "the city hums in amber under fading light\n"
+            "I trace a melody that never quite takes flight\n"
+            "and let the silence answer everything I write")
+    group_with(text, "tonight", "light", "flight", "write", "quite")
+    assert scheme(text) == "aaaa"
+
+
+def test_internal_perfect_rhymes():
+    text = ("no time to waste, I climb in haste and find my place\n"
+            "the rhythm shows, the river flows, wherever it goes")
+    group_with(text, "time", "climb")
+    group_with(text, "waste", "haste")
+    group_with(text, "shows", "flows", "goes")
+
+
+def test_say_weigh():
+    group_with("say this weigh that", "say", "weigh")
+
+
+def test_abab_scheme():
+    assert scheme("the cat\nso blue\na hat\nso true") == "abab"
+
+
+# ------------------------------------------------------------------ slant
+
+def test_end_slant_joins_existing_perfect_group():
+    # "time" (AY M) slant-joins the mind/find (AY N D) perfect group
+    text = ("the placement of creation\n"
+            "eternal precipice of mind\n"
+            "where it goes\n"
+            "i can't find the time")
+    group_with(text, "mind", "find", "time")
+    group_with(text, "placement", "creation")
+    assert scheme(text) == "abcb"
+
+
+def test_kanye_hours_power():
+    text = ("The clock's ticking, I just count the hours\n"
+            "Stop tripping, I'm tripping off the power")
+    group_with(text, "hours", "power")
+    group_with(text, "ticking", "tripping")
+    # the multi-word pass catches the full phrase pair too
+    group_with(text, "clock's ticking", "stop tripping")
+    assert scheme(text) == "aa"
+
+
+def test_reduced_vowel_merge_vodka_lasagna():
+    # AA + schwa, with different reduced vowels — the Wayne chain
+    text = ("vodka with a spritzer\n"
+            "real Gs move in silence like lasagna")
+    group_with(text, "vodka", "lasagna")
+
+
+def test_consonance_bliss_exist():
+    # vowel + first coda consonant (IH S), full codas differ;
+    # "whisps" is OOV and needs the g2p model
+    group_with("bliss whisps in darker nights exist",
+               "bliss", "whisps", "exist")
+
+
+# ------------------------------------------------- unknown words / repairs
+
+def test_compound_split_heresay_neigh():
+    text = ("the rhythm and the gotcha of the heresay\n"
+            "neigh")
+    group_with(text, "heresay", "neigh")
+
+
+def test_multiword_orange_door_hinge_porage():
+    text = ("an orange door hinge\n"
+            "porage")
+    group_with(text, "orange", "door hinge", "porage")
+
+
+def test_cmu_variant_get_rhymes_with_hit():
+    # CMU's secondary pronunciation of "get" is "git"
+    group_with("take the hit\nthat's what you get", "hit", "get")
+
+
+# ------------------------------------------------------------------ noise
+
+def test_no_transitive_chaining():
+    # peanuts rhymes with what's via one pronunciation (AH T S) and with
+    # people via another (IY + schwa) — the two groups must stay separate
+    text = ("So misunderstood, but what's a world without enigma?\n"
+            "You niggas are gelatin, peanuts to an elephant\n"
+            "Sleep is the cousin, what a fuckin' family picture\n"
+            "People say I'm borderline crazy, sorta, kinda\n"
+            "Woman of my dreams, I don't sleep, so I can't find her")
+    whats = group_with(text, "what's", "peanuts")
+    assert "sleep" not in whats and "people" not in whats
+    sleep = group_with(text, "sleep", "people")
+    assert "what's" not in sleep
+
+
+def test_filler_words_not_highlighted_midline():
+    text = ("I'm a monster and I'm heartless, I'm the king\n"
+            "and I'm the sting")
+    assert "i'm" not in highlighted(text)
+    group_with(text, "king", "sting")
+
+
+def test_em_counts_at_line_end_only():
+    text = ("Fill 'em with the venom and eliminate 'em\n"
+            "I told 'em owls fly, I Minute Maid 'em")
+    assert scheme(text) == "aa"  # ...ate 'em / Maid 'em
+    # but the mid-line 'em's stay dark
+    res = analyze(Draft(text=text))
+    em_tokens = [t for t in res["tokens"]
+                 if res["lines"][t["l"]][t["s"]:t["e"]].lower() == "em"]
+    assert all(t["end"] for t in em_tokens)
+
+
+def test_repeated_word_midline_is_not_a_rhyme():
+    assert highlighted("the fire burns the fire down") == set()
+
+
+# ----------------------------------------------------------------- lookup
+
+def test_lookup_rhymes():
+    words = {w["word"] for w in lookup("light", mode="rhyme")["words"]}
+    assert "night" in words and "tonight" in words
+    assert "light" not in words
+
+
+def test_lookup_near_rhymes_exclude_perfect():
+    words = {w["word"] for w in lookup("hold", mode="near")["words"]}
+    assert "home" in words      # shared vowel, different coda
+    assert "gold" not in words  # perfect rhymes live in the other mode
+
+
+# ------------------------------------------------------------------ shape
+
+def test_stanzas_and_legend():
+    res = analyze(Draft(text="the cat\nso blue\na hat\nso true"))
+    (st,) = res["stanzas"]
+    assert st["lines"] == [0, 1, 2, 3]
+    a, b = st["legend"][0], st["legend"][1]
+    assert a["ch"] == "a" and b["ch"] == "b"
+    assert a["color"] is not None and b["color"] is not None
+    assert a["color"] != b["color"]
+
+
+def test_blank_lines_split_stanzas():
+    res = analyze(Draft(text="the cat\na hat\n\nso blue\nso true"))
+    assert [s["scheme"] for s in res["stanzas"]] == ["aa", "aa"]

uv.lock

@@ -0,0 +1,771 @@
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+]
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+[[package]]
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+version = "4.13.0"
+source = { registry = "https://pypi.org/simple" }
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+    { name = "idna" },
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+[[package]]
+name = "click"
+version = "8.4.1"
+source = { registry = "https://pypi.org/simple" }
+dependencies = [
+    { name = "colorama", marker = "sys_platform == 'win32'" },
+]
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