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The tricky part is detecting the base verb reliably — I want to build a lexicon of common verbs, but many double as nouns, which creates ambiguity. For instance "hope for rain" is perfectly correct since "rain" can be a verb or noun, so blindly flagging preposition+verb-noun combos after these expressions risks false positives; I need to filter out words that are commonly nouns from that post-preposition lexicon. I'm also noting many candidate words double as nouns (rain, fall, run, drink, sleep, call), and "for want of" is itself a fixed idiom I should exclude via lookbehind. Now I'm settling on the list of verbs that take a to-infinitive: want, need, plan, hope, decide, try, expect, intend, agree, refuse, promise, offer, manage, fail, learn, afford, choose, seem, and similar. I'm expanding that list further with appear, tend, wish, deserve, pretend, threaten, attempt, arrange, prepare, aim, claim, hesitate, strive, struggle — plus modal-like constructions such as "would like/love/prefer," "be able," "going," "have to," "used to," "ought to." I need to be careful with words like "wait" and "need" that also pair naturally with prepositions plus a noun rather than an infinitive. I'm now designing the correction rules: one rule catches these infinitive-taking verbs followed by a stray preposition (or "for to") before a base verb, normalizing it to "verb + to + base," and a second rule handles other malformed to-infinitive patterns. For the missing-"to" case, I want to insert "to" between a to-infinitive verb and a bare base verb, but exclude verbs like "help" that legitimately take bare infinitives, and avoid inserting when the following word could be a noun homograph (like "want work"). I'll rely on a strict list of unambiguous base verbs to avoid these ambiguous cases, including handling "want of do" style errors where "do" is clearly a verb. I'm also considering how to handle "-ing" forms after prepositions, like "want of doing" needing to become "want to do" — this requires lemmatizing the gerund back to its base form, which I could do by generating inflected forms (including irregulars) for each verb in my list and building a reverse lookup. I'll skip converting bare "-ing" forms though, since constructions like "the car wants washing" are valid in British English, so I only want to handle the preposition + "-ing" pattern specifically. I need to narrow down which verbs actually take the "on/of + doing" pattern erroneously — things like "plan on doing" and "agree on doing" are actually valid English, so I should exclude plan, decide, aim, prepare, agree, try, wait, hesitate, struggle, strive, arrange, learn, choose, offer, threaten, attempt, and claim from correction. My target list narrows to want, need, hope, expect, refuse, promise, manage, fail, afford, seem, tend, wish, deserve, pretend, intend, and "would like." I also need to add exceptions for legitimate noun phrases like "in need of," "for want of," and "no need of," which shouldn't be flagged since they're grammatically correct as-is. Now I'm working through lookbehind patterns to exclude noun usages preceded by determiners or prepositions like "the," "a," "no," "in," "for," "of," so phrases like "the need for" or "in need of" aren't wrongly corrected. I'm also compiling the list of verbs that should take a gerund instead of "to + base" — enjoy, avoid, finish, mind, consider, suggest, recommend, keep, practice, miss, risk, deny, admit, imagine, postpone, delay, quit, dislike, appreciate, involve, resist — and thinking through edge cases like "keep to the left" where "to" isn't part of an infinitive construction at all. Then I'm considering trickier homographs like "practice" and "risk" as nouns rather than verbs (e.g. "we need practice to improve" or "a risk to health"), which need to be excluded from the gerund conversion rule to avoid false corrections. Next I'm sketching a rule for modal verbs followed by "to" plus a base verb, where the "to" should be dropped ("must to go" → "must go"), and extending this to cases where the modal is followed by a wrong verb form ("could went" → "could go"). But I have to be careful with "will" as a noun ("the will to live"), which needs a lookbehind excluding determiners so it isn't mistakenly rewritten as "the will live." Then I'm considering causative constructions like "let/make + object + to + base verb," which should also drop the "to" ("let me to go" → "let me go", "make him to do" → "make him do"), listing out common pronoun/noun objects this rule should cover. I'm also thinking through "look forward to" plus a base verb, which should convert the verb to its -ing form ("look forward to see" → "look forward to seeing"), and similarly "be/get used to" plus a base verb should become -ing, while being careful to distinguish this from the "used to" habitual past construction which shouldn't be touched. I should also flag other "to" phrases that trip up gerund/infinitive rules: "object to", "addicted to", "committed to", "devoted to", "dedicated to", "when it comes to", "in addition to", "with a view to", and "be accustomed to" (both forms work). "Admit to" and "committed to" both take base+ing, like "committed to improving." And beyond "to," other prepositions follow the same pattern — "in," "at," "of," "about," "without," "by," "after," "before," "instead of," "for," "on," "from," "with" — all typically pull a gerund rather than a bare infinitive, though I need to be careful since not every case fits cleanly. I keep expanding the verb list but flagging tricky cases where the word doubles as a noun — leave, pay, read, see, go — since those need to be excluded to avoid false conversions like "on leave" or "a good read" turning into verb phrases incorrectly. I'm checking more edge cases like "get" and "be" after prepositions, noting "without being" works fine. I'm also weighing tricky preposition constructions like "instead of going" versus phrases where "for" or "to" precede nouns rather than verbs, since those don't need the gerund transformation. I'm noticing several nouns like "increase," "say," and "think" could also masquerade as verbs after prepositions, so I need to exclude ambiguous cases like "rate of increase" and build a list restricted to words that are strictly verbs -- things like improve, reduce, achieve, provide, create, develop, explain, understand, learn, teach, choose, decide, prepare. I keep testing more candidates against phrases like "in the know," "on leave," "out of reach," and "for a read," discarding any that have a plausible nominal use before settling on safer strictly-verb options like become, begin, bring, build, buy, catch, consider, discover, ensure, explore, forget, join, lose, make, meet, obtain, prevent, protect, and receive. I'm continuing to work through the verb list, deciding case by case whether each word's noun usage would create false positives against the determiner-gap pattern, and keeping ones like "fix" or "win" while excluding nouns like "refuse" or "offer." I'm continuing to sort through candidate verbs, checking each for cases where a noun or adjective form would need to be excluded from the list. Continuing to work through the verb list, checking each candidate against noun/adjective exclusion rules to decide which belong in the final set. Now I need a helper to generate the inflected forms — third-person singular, past, past participle, and gerund — for each verb, with a lookup table handling irregular past and participle forms. For the -ing rule, I'm listing verbs that double their final consonant, like get/getting, sit/sitting, begin/beginning, admit/admitting, and stop/stopping, so the generator applies consonant doubling correctly for these single-syllable or stress-final cases. I'm also handling special -ing spellings—verbs ending in "ie" become "ying" (lie→lying), while those ending in "ee/oe/ye" just add -ing normally (see→seeing, dye→dyeing), with "be" treated as an exception. Then I move to irregular third-person forms like do→does, go→goes, have→has, be→is, and set up a reverse mapping so inflected forms like "goes" can be traced back to their base verb "go." I'm working through the trickier constructions: "to" plus a gerund or past-tense verb should collapse to the base form after modal or TO-verbs ("want to going" → "want to go", "could went" → "could go"), except when "to going" is legitimately valid, like "look forward to going" or "committed to doing." I'm trying to figure out the boundary for when past-tense forms after modals should count as errors versus valid usage, especially for regular -ed forms that rarely appear after modals. I also need to handle ambiguous cases like "will," "can," and "may" being nouns or month names rather than modal verbs — I'm considering excluding capitalized "May" from the modal check unless it clearly starts a sentence, since matching "May" as a modal would misfire on the month. Beyond modals, I'm adding rules for auxiliary "do/does/did" (plus their contractions) followed by an optional negation and then a strict inflected verb, converting it to base form — so "doesn't goes" becomes "doesn't go" and "did not went" becomes "did not go," while being careful not to misfire on phrases like "do the shopping" where a determiner sits between the auxiliary and the noun. I'm also building a second rule category for missing "to" before an infinitive after verbs like "want," "would like," and "would love" ("want go" → "want to go"), extending it to cover cases with an intervening object pronoun ("want you go" → "want you to go") across a broader list of verbs including need, expect, ask, tell, allow, encourage, force, invite, persuade, remind, teach, warn, order, advise, urge, enable, and require. I'm handling verbs like let, make, help, see, hear, and watch as exceptions since they take a bare infinitive correctly. I'm also mapping "want that [subject] [verb]" clauses into the "want [object] to [base verb]" form, converting subject pronouns to object pronouns (I→me, he→him, she→her, we→us, they→them) and reversing third-person verb conjugation back to base form. I'm also handling gerund-only verbs like enjoy, avoid, and keep (converting "to + base" into "-ing" form), while excluding stop and remember since both their infinitive and gerund forms are valid depending on meaning. Finally, I'm adding a fix for the redundant "can/could/will/would/should/may/might/must able to" construction, collapsing it down to just the modal itself. I'm skipping "it's depend on" fixes since subject-verb agreement is handled elsewhere, and similarly leaving "boring/bored" confusion aside. For "used to" + gerund errors like "I used to going" I'm noting these need correcting to the base infinitive form. I'm also handling "I use to play" as a likely error for "used to," plus catching phrases like "suggest to do" → "suggest doing," "let's to go" → "let's go," "can't help to laugh" → "can't help laughing," and "worth to do" → "worth doing." I'm also flagging "busy to do," "spend time to do," "have difficulty/trouble to do," "no point to do," and "no use to" as needing gerund correction, plus considering the tricky "for + base verb" purpose construction (a common Vietnamese-influenced error) which should map to "to + verb" rather than the general preposition-to-gerund rule. Now I'm working through a heuristic list of head words like "thanks," "sorry," "responsible," "famous," and "grateful" that require "for + gerund" rather than "for + to-infinitive," since these fixed expressions behave differently from the general purpose "for" error. Expanding the FOR_ING head list with more verbs like blame, forgive, punish, excuse, arrest, fine, credit, reward, and others, plus handling special cases like "thank you for" where the check needs to look past an object pronoun before "for". I also need to handle "to + irregular past" errors like "to went" or "to did", but I have to be careful with irregular verbs whose past form doubles as a base form of a different verb, like "saw" (as in "saw wood") or "found" (as in "found a company") — those shouldn't trigger the rule. I'm also weighing "to" plus regular past forms, since after modals and "to" the reverse map should cover regular verbs too. And I'm checking edge cases like "to goes/does/makes," where the s-form usually reverts to base after "to," except when that s-form doubles as a plural noun rather than a verb, which complicates the strict-list approach. Then I'm building out the regex logic for Rule A—matching head forms of "want"-type verbs, using a negative lookbehind to avoid false matches after determiners or prepositions, and structuring optional adverb and preposition groups before the verb. I'm checking more cases like "hope see you" → "hope to see you", "need know" → "to know", and similar patterns with verbs like "agree," "expect," and "claim" followed by a bare base verb. Continuing through more examples like "learn swim," "wait see," "try do," and checking verbs like "offer," "choose," "manage," "afford," "refuse," "promise," and "intend" to confirm they all take the to-infinitive pattern rather than the bare base form. I'm running into a tricky edge case with plural noun-verb homographs like "plans" or "needs" — when they appear at the start of a sentence or after certain adjectives without a preceding possessive or article, my lookbehind exclusion might not catch them, risking false matches like "Plans go" being misread as needing "to." I need the -s form to require a preceding subject pronoun like he/she/it/who/that/one/nobody/everyone, possibly with an adverb in between, while base forms need a preceding subject pronoun or modal/aux to avoid false positives like "a good plan go" or "future plan to." I'm thinking past/ing forms of these verbs should default to the negative-determiner lookbehind rather than requiring positive context, while base/-s nounish forms still need that subject cue -- though edge cases like sentence-initial capitalized nouns ("Plans go") complicate the rule further. Rather than relying on lookbehind assertions, I'll switch to a callback-based approach: check the text preceding each match against a context pattern inside the replace callback, giving more flexibility than regex lookbehind alone. Building the context-check helper function... I need to guard against zero-length matches so `last` tracking stays reliable, using a `changed` flag instead. Now I'm building out the irregular verb lexicon, mapping each base form to its past tense and past participle forms. I'm adding feel: felt, and stand: stood, while excluding many verbs where the noun form (like "break" or "draw") appears too often in fixed phrases such as "during break" to safely include. Now I'm compiling a list of regular strict verbs to include—things like accept, achieve, admit, adapt, agree, allow, apply, arrive, ask, believe, borrow, celebrate, choose, collect, communicate, compare, compete, concentrate, confirm, connect, consider, continue, contribute, convince, create, decide, defend, delete, deliver, depend, describe, destroy—continuing to build out this set. I need to exclude some verbs from this rule since they double as common nouns in fixed phrases — "fail" in "without fail," "serve" in tennis's "on serve," and I should check others like "wait," "try," "listen," and "enter" for similar noun uses that would break the pattern. Now I'm nailing down the exact list of prepositions that trigger the base-to-gerund shift: in, at, of, about, without, by, after, before, instead of, on, from, with, upon, besides, despite, since. I should also add "of" to the wrong-preposition list for "interested," since collocation rules run before the general preposition-fixing pass and could leave stale prepositions behind. I need to think about rule ordering too — verb pattern fixes should probably run before collocation substitutions, since something like "prevent to go" needs to become "prevent from go" before the preposition rule converts "go" to "going." I need to check more preposition-swap edge cases like "belong at" → "to", "listen at", "complain for" → "about", and "apologize about" → "for", then look at whether TO-verb rules conflict with preposition-plus-base patterns like "wait for do" → "wait to do" or "agree with". I'm also mapping out the fuller rule set: modal and auxiliary-do rules, the -ing verb + to + base conversion, let/make object-to insertion, "look forward to" handling, "want that you go" → "want you to go", object plus base insertion like "ask him go" → "ask him to go", the existing verb/adjective/noun/insertion/phrase rules, preposition + base → ing conversion (treating "for" specially unless in a FOR_ING context), and finally deduplication across two passes. I'm checking for interplay between rules — like "for" + base → "to" potentially creating duplicate "want to" patterns, or phrases like "look forward to see," "committed to improve," "ready to go," "sorry for being late," and "how about going" — making sure each resolves correctly. I'm also cataloging idiomatic phrase patterns like "used to," "can't help," "worth," "busy," "spend time," "no point," "no use," and "let's" that need their own PHRASE rule treatment. Now I'm building out the lexicon and forms tables, defining regular conjugation rules for third-person singular, past tense, and present participle forms, including exceptions for verbs ending in consonant+y, silent e, double consonants, and special cases like "be," "see," and "agree." I'm working through more spelling-change verb endings: y→i shifts for past tense (tried, obeyed, relied), -ing forms that drop silent e (proving, pursuing, continuing), and irregular doubled vowels like seeing and agreeing. I continue running through irregular -ing forms (choosing, becoming, writing, giving), then check third-person -s/-es endings for verbs ending in x, ch, sh, o like relaxes, teaches, catches, goes, and does, noting where ambiguity could arise when reversing these forms back to their base verb. I catch that "found" is ambiguous—it's both the past tense of "find" and the base form meaning "establish"—so applying a to+past rule could wrongly turn "to found a company" into "to find a company." I need to exclude words like "found" and "saw" from that rule and instead rely on an explicit list of irregular past forms (went, came, did, took, gave, ate, wrote, spoke, bought, brought, thought, taught, caught, began, knew, got, made, became, chose, forgot, sold, told, sent, spent, understood, met, kept, said, sat, stood, stole, woke, won, grew, heard, lost, threw, forgave, hid, lent) to avoid these traps. I go through this list checking each word for hidden ambiguities: "sold" fails because of "sold-out" hyphenation, "lost" is often an adjective ("lost souls"), "woke" has slang adjective usage, "said" appears in legal phrasing ("said party"), and "thought" can be a noun ("thought leaders")—all of these need exclusion from the automatic to+past substitution to avoid false positives. I then move on to checking third-person singular s-forms like "goes," "makes," "takes," "gives," "knows," and dozens more verbs, weighing whether any of them have noun or idiomatic uses that would break the pattern-matching rule. I need to exclude cases where the s-form coincides with a common plural noun, like "wins," "tries," "finds," or "stands," since those would produce awkward or incorrect substitutions if applied uniformly. Continuing to sift through more verbs like "throws," "buys," and "sees" that have noun senses I need to exclude, while keeping ones like "sings," "lends," and "speaks" that stay clean as verbs only. I'm also checking "does," "goes," and "has" for rare noun usages, deciding they're fine to keep, and setting aside "be" forms entirely from this rule. Then I'm running through a long list of regular verbs like "accepts," "borrows," "creates," and "decides," confirming none of them double as plural nouns. I'm continuing that sweep through more verbs, catching a few edge cases like "implements," "invites," and "joins," which do have noun meanings (tools, invitations, database joins), so I'm excluding those from the list. I'm continuing to work through edge cases for the noun/verb exclusion list, then shifting to compile the list of verbs that take a to-infinitive complement, like want, need, plan, hope, decide, expect, and similar patterns. Continuing through more adjective heads — pleased, likely, supposed, determined, reluctant, afraid, sure — checking which ones genuinely combine with "of do" versus needing "to do" or "of doing" instead, and excluding the ones that don't fit the pattern. I'm also expanding the list of adjectives that trigger the "for do" → "to do" conversion rule: easy, hard, difficult, possible, important, necessary, essential, able, ready, eager, willing, free, and similar ones, while skipping edge cases like "due" or "the first/last." I need to be careful though — adjective heads should only accept the base verb form after a preposition, not the -ing form, otherwise something like "hard of hearing" would wrongly become "hard to hear." Words like "capable" and "tired" that pair naturally with "of doing" should stay excluded from this TO-conversion set. I'm also handling "likely," "supposed," and "used" patterns — converting phrases like "likely happen" into "likely to happen," and normalizing "suppose to"/"use to" into "supposed to"/"used to" when preceded by forms of "be." Similarly, I'm expanding the head list for "would like/love/prefer/hate" contractions so "'d like go" correctly becomes "'d like to go." Now I'm mapping out which nounish verbs (plan, hope, need, want, aim, try, wish, etc.) require an infinitive "to," versus which don't (fail, learn, decide, agree, seem, tend, expect, intend), and setting up a context regex to check what precedes these words before applying corrections. Still refining the regex logic... I'll simplify by dropping name-based detection and just relying on pronoun/auxiliary/adverb context words, which covers cases like "It needs to be done" or "We need to know" well enough. I still need to handle past-tense trigger verbs like wanted, planned, hoped, needed, tried, offered, promised, and claimed similarly. For the -ing forms like wanting, planning, hoping, there's ambiguity when they act as nouns, so I'll exclude cases where a determiner precedes them. I'm working through the determiner exclusion set for non-nounish heads, and noting that "that" is tricky since it can function as either a relative pronoun (should be excluded from the negative set) or fit into the positive set for nounish -s forms. Now I'm mapping out the pattern after the verb head: an optional preposition, an optional "to," another optional preposition, then the target verb form, considering prepositions like of, for, at, in, on, with, from, about, by, into, onto, and combos like "for to." For validation, I need to check the target verb against a strict lexicon and classify its form as base, -s, past, past participle, or -ing, handling edge cases like irregular past ("went") versus regular ("improved"), and being careful about ambiguous cases like "want try" or "need wait" where the verb after could be mistaken for a noun. When "to" is already present with no preposition, only correct if the form isn't already base — so "want to going" becomes "want to go" but a correct base form triggers no change. I also need to watch for tricky combos like "agreed to meeting" where "to" plus a gerund noun phrase is actually valid English, so it shouldn't be flagged as an error. But "important to understanding" shows adjective heads can take "to + gerund" too, so I need to exclude that pattern from my base-to-gerund conversion rule and limit it strictly to verb heads other than "agree." For gerund conversion when a preposition follows, I'm building a whitelist of verbs like want, hope, expect, refuse, promise, manage, afford, seem, tend, wish, deserve, pretend, intend, and the conditional forms of like/love/prefer that allow it. I'm working through edge cases where "decide on" or "plan on" plus gerund is actually valid English, so those need to be excluded from conversion, while checking that nominal uses like "a promise of" or "a need for" get properly excluded via lookbehind so I don't wrongly flag them. I'm running into ambiguous cases like "learn from make mistakes" where converting to base form after certain prepositions could actually flip the intended meaning versus keeping the gerund, which is tricky for heads like learn/decide/agree/plan that pair with different prepositions. I'm sorting through which prepositions reliably signal a to-infinitive error pattern versus which ones only trigger it with specific strong verb heads like want, need, hope, or decide, trying to build a more precise rule set. I'm also checking prepositional exceptions like "aim at improve" → "aim to improve," and confirming certain adjectives such as "capable" and "tired" don't follow the head-preposition conversion pattern. Now I'm moving to the modal verb rule, defining the list of modals (can, could, will, would, should, must, etc.) and setting up a pattern to catch adverbs like "not," "never," "always," or "just" that can appear between a modal and its base verb. Adding more edge cases for modal-noun disambiguation... I also need to check modal + past-tense-only verbs, where the past form differs from the pp form (like "went" vs "gone"), since those should map to "have" plus the participle rather than just correcting to base form -- so "could went" becomes "could have gone" rather than "could go". I should build out the irregular verb list covering forms like done, gone, been, seen, taken, given, and similar cases where past and participle diverge. I should also normalize "have" forms (has/had/having → have) so "could had" becomes "could have" and "must has" becomes "must have," and similarly map do-forms (does/did → do) so "can does" resolves to "can do." I'm now working out the auxiliary-do rule pattern, matching do/does/did/don't/doesn't/didn't plus optional negation/adverb words before the verb form. Working out edge cases for negated and non-negated "do" constructions, distinguishing when to normalize the following verb to base form versus leaving gerunds and irregular collocations like "did done" or "do cooking" alone. I'm also considering question forms like "Did you went?" or "Does he goes?" where the subject sits between the auxiliary and verb, deciding to normalize these to base forms too, while weighing whether "-ing" cases like "Did you going?" should also get corrected. Now I'm building out Rule C for gerund-taking heads like enjoy, avoid, finish, consider, keep, give up, look forward to, and similar phrases, setting up a pattern that catches these heads followed by "to/of/for" plus a verb form so it can normalize to the gerund. Continuing to check edge cases: "keep on going" fits the prep+ing pattern, "Miss" as a capitalized name should be excluded from the noun list, and verbs like "admit," "deny," "finish," "consider," and "recommend" all correctly convert their "to do" forms into "doing." I'm also verifying phrasal verbs like "give up," "end up," "feel like," and "carry on," which should trigger the gerund form after "to," plus handling for particles like "of" or "for" before a gerund, and making sure an already-"ing" form after "to" just drops the "to" rather than double-suffixing. Now I'm working through Rule E for causative constructions like "let" and "make" plus an object plus "to" plus verb, which should collapse to a bare infinitive when the object is a pronoun — being careful that "have" behaves differently since "have them to thank" can be valid, unlike "have him to call." I'm also considering exceptions like "make it to the party" versus "let it be," and moving into Rule F, which handles cases where "to" should be followed by a gerund rather than a base verb, as in "look forward to," "used to," or "accustomed to." I'm also weighing edge cases with "used to" restricted to personal pronoun subjects, and thinking about "object to" needing gerund form while excluding plural noun uses of "objects" as a subject. I'm expanding the pattern list further to cover phrases like "committed to," "dedicated to," "devoted to," "addicted to," "opposed to," "confess to," "admit to," and "contribute to," making sure each correctly converts a following base verb into gerund form while respecting rule ordering (like Rule C taking precedence for "admit"). I'm working out the "want/would like that..." pattern, where "want that I go" needs to convert to "want to go" — flagging want/would like followed by "that" plus a subject and optional modal, converting to "object + to + base verb." For same-subject cases, I need to check if the pronoun before the head matches the embedded subject (like "I...I" or "we...we"), in which case the subject just drops out ("want to go" not "want me to go"). I'm also starting to sketch a related rule for ask/asks with object-plus-base-verb insertion. I'm working through more edge cases, like "teach me swim," "told them come," and "want you know," checking which verbs after an object require inserting "to" before the base verb and which don't. I'm also noting exceptions like "order" as a noun and skipping causative "let" and "get" constructions since they don't follow the same pattern. I flag "expect" as tricky since "I expect you know the answer" can be valid with an implied "that" clause, so it shouldn't be treated as an error like "want you know" or "need you know" would be. Testing more object+verb pairs — "tell you go" needs a comma to be grammatical, while "tell you get/believe" edge cases seem rare but plausible. I'm building out the list of pronoun objects (me, you, him, her, us, them, everyone, etc.) and checking edge cases like "her" functioning as a possessive rather than an object, and constructions with "for"/"of" inserted between object and base verb. Now I'm mapping the preposition + verb pattern, where a preposition followed by a base verb should convert to "-ing" form, except "for" which converts to "to" unless it's a special FOR_ING context. I'm listing all the prepositions to match and working through tricky cases like "for be" → "to be" versus "by/of be" which are rarer and may need exclusion. I'm continuing to expand that list of words that precede "for" in these ING-context constructions — adding more emotion/judgment/legal verbs like apologize, blame, forgive, punish, praise, criticize, arrest, credit, reward, respect, and related nouns like grateful, thankful, liable, accountable. I'm also refining edge cases for the "for" → "to" substitution rule, checking phrases like "thank you for," "time for," "used for," and "look for" against regex patterns to decide when to default to "to," plus handling how to preserve capitalization when converting verb forms to their -ing versions. Now I'm adding phrase-specific rules: "am agree," "can able to," "suppose to," "use to," "can't help to" converting to -ing, and "worth"/"busy" followed by prepositions mapping to their gerund forms. I'm also handling "spend/spent" time-expressions followed by "to/for/in/on" plus a base verb, converting them into gerund form while restricting matches to actual time/money-related objects to avoid false positives. I'm continuing to add rules: "have/has/had trouble/difficulty/fun/etc." plus base verb converts to gerund, "no point/no use" phrases take "in" plus gerund, "no need" takes "to" plus base verb as a special exception, and modal-like expressions such as "let's" and "had better" drop stray "to" before the base verb. 3c:oa,128:T7f12,3c:o7f12,The file looks complete now. I should add verb-pattern rules next: fixing verbs wrongly followed by prepositions instead of "to" (like "want of do" → "want to do"), missing "to" before infinitives ("I want do" → "I want to do"), gerund-taking verbs ("enjoy to do" → "enjoy doing"), and modals wrongly followed by "to" ("can to do" → "can do"). I'm also thinking through trickier cases: "must to go" → "must go", bare infinitives after make/let ("let him to go" → "let him go"), prepositions requiring gerunds ("interested in learn" → "interested in learning", "look forward to see" → "look forward to seeing", "before go" → "before going"). Since an AI-based check might not always be available, I want the rule-based approach to be solid on its own, which means building a lexicon of common base-form verbs (~300 words) to detect these patterns reliably, while being careful about words that are ambiguously both nouns and verbs (like "rain" or "water") so I don't create false positives in phrases like "hope for rain" or idiomatic uses like "for want of a better word." I realize this approach is getting too complicated—many verbs legitimately take certain prepositions before an object noun (ask for help, hope for rain, wait for something), so I can't just blindly insert wrong prepositions before any base verb from my lexicon without checking whether that combination is actually already valid English. Continuing to build out the pure-verbs list, flagging a few borderline words that can also function as nouns for later exclusion. I need to figure out how to handle noun-ambiguous verbs like help, work, play, run, and others — deciding these should only trigger substitution when the preposition is one that never legitimately follows the to-infinitive verb with a noun object, like checking whether "think of" or "dream of" cases actually apply given they aren't in the to-infinitive head list anyway. I'm compiling the full list of verbs that take to-infinitives and could be misused with prepositions instead — want, need, hope, decide, plan, try, and dozens more — plus checking which adjectives like able, unable, happy, and glad also take to-infinitive constructions. I'm working out the correction rule: when one of these heads is wrongly followed by a preposition (of, for, at, in) before a base verb, I need to replace that preposition with "to" — like fixing "ready for go" into "ready to go." For the ambiguous noun/verb cases (ask, hope, wait, want, need, etc.), I'm narrowing things down so the fix only triggers on certain prepositions like "of" or "at," since something like "want for work" also needs correcting into "want to work," but overcorrecting risky heads could break valid sentences. I also need to handle missing "to" insertion when a head verb is followed directly by a bare verb — like "want do" becoming "want to do" — while excluding causative verbs like "help," "let," and "make" that legitimately take bare infinitives. But this insertion risks false positives with relative clauses, like "the items we need cost $5" wrongly becoming "need to cost." I'm restricting the insertion trigger list to safer heads: want, wants, wanted, wanting, decide, hope, plan, try, and similar verbs. I need to keep expanding this list—refuse, promise, agree, manage, fail, afford, attempt, intend, pretend, 'd like, going—while being careful with "have," since many past participles look identical to base forms (read, come, become, run, put, cut, let, hit, set), making that insertion too risky to include. I'm also weighing whether to add "able," "unable," "ready," "supposed," "allowed," and "used" as triggers for missing "to," but "used" is tricky since "used" can act as a past participle in other contexts, so I'll leave "used to" confusions to the grammar checker instead. Then I move to modal verbs—can, could, will, would, shall, should, may, might, must, cannot, can't, won't—which should never be followed by "to" before a base verb. I need to be careful with "will" and similar words acting as nouns, like "the will to live," so I'm adding a negative lookbehind for preceding determiners and adjectives such as "the," "a," "his," "her," "strong," "free," and others to avoid false positives there. Then I'm handling modal verbs followed by third-person singular or past-tense verb forms, like "he can goes" or "can went," mapping these incorrect inflections back to the base verb form after the modal, accounting for irregular verbs separately. Next I need to tackle gerund-taking verbs like enjoy, avoid, finish, suggest, and phrases like "can't help" or "look forward to," which require converting "to + base verb" into the correct -ing form, including handling consonant-doubling rules for words like swim→swimming and stop→stopping. Also checking gerund-only verbs: "consider", "avoid", "practice", "mind", "risk", "suggest" all take -ing not to-infinitive, so errors like "avoid to eat" or "consider to do" should become "avoid eating" and "consider doing." I'm also noting enjoy/practice mistakes like "enjoy swim" needing to be "enjoy swimming." Then for prepositions followed by a bare verb, I should convert to gerund form: "interested in learn" becomes "interested in learning," "good at speak" becomes "good at speaking," and similarly for before/after/without/instead of/look forward to constructions — but I need to be careful with "used to" since "I used to go" is already correct and shouldn't be flagged. I also realize rule ordering matters: rule 1 handles "want of do" → "want to do" first, so rule 4's preposition list must exclude "to" to avoid conflicts, and I need to specifically handle "to"-gerund idioms like "look forward to," "object to," "committed to," "dedicated to," and "when it comes to" as their own special cases. Then there's the "for" + ambiguous verb pattern — like "thank you for help me" needing to become "for helping me" — but only when followed by an object pronoun, since "for help" alone could just be a noun phrase, so I should restrict this transformation to cases with a following pronoun like me/him/her/us/them. I should skip "than" and be wary of ambiguous words like "leave" and "work" that function as both nouns and verbs. I'm also considering another rule: bare-infinitive causatives like make/let/help/would rather, where "to" should be dropped before the verb, such as "let him to go" becoming "let him go". I should also handle "to" followed by a third-person-singular verb form after infinitive markers, like "to goes" or "to makes," which should collapse to the base form "to go" or "to make" — restricting this to unambiguous pure verbs to avoid noun conflicts like "works" or "does." I'm also adding "to" + gerund after infinitive heads ("want to going" → "want to go"), plus "to" + past-tense forms after infinitive heads ("decided to went" → "decided to go"), which needs an irregular past-to-base mapping table covering common verbs like went/did/made/got/took/saw/came/knew/found/gave/told/became/left/felt/brought/began/kept/wrote, and more. I also need to handle do-support errors like "didn't went," "doesn't goes," and "don't goes," converting the verb after negative auxiliaries back to base form, while making sure not to accidentally strip a needed "to" or drop the wrong element in the process. Beyond that, I'm generalizing the rule to catch cases where a to-infinitive head is followed by a wrong preposition plus a gerund, like "want of doing" or "enjoy of doing," normalizing them to either "to" plus base verb or straight gerund depending on the head verb's usual complement pattern. I need to be careful about case preservation on the head word while lowercasing replacement particles, and to decide how to treat special heads like "going" versus "go" since "going to" behaves differently as a future construction than the bare verb "go." I'm now checking other verb+preposition combos: "try on" stays literal since it takes objects, "try for" plus a bare verb becomes "try to," "learn about" plus a verb could shift to "learn to" though "learn about making" reads more naturally, and "agree on/with," "decide on," and "plan on going" all convert acceptably to their "to"-infinitive forms even when the original phrasing was already correct. I want to narrow which prepositions trigger the ing-to-infinitive conversion, limiting it to of/at/in/with/from/by/into and excluding on/for/about, since cases like "insist on doing" or "think about doing" don't have a true to-infinitive head verb. I'm weighing whether "in" should also be excluded, but "fail in doing" → "failed to do" still works, so I'll keep it included. I'm now checking whether any "pure verbs" double as common nouns, since that would break the wrong-preposition-plus-base-verb trick—words like "make," "do," "find," "go," "say," "buy," "win," or "build" could all function as nouns in certain phrases. This means I need to remove some of these candidates from my heads list, like "wait" (since "wait for build" reads fine as noun usage), while keeping others like "go" since it's still needed for coverage. I'm also mapping out edge cases like "for to go" collapsing to just "to go," and how "let's" or modal contractions interact with "to" plus a base verb. For "would like/love/prefer/hate" I'm deciding whether to treat these as insertion heads at all, since "like" already inflects on its own and inserting "to" after it risks odd substitutions like "like of swim" — so I'm leaning toward excluding these verbs from the general insertion rule and handling them separately. Now I'm building the list of verbs that trigger a missing "to" insertion: want, hope, decide, plan, refuse, agree, manage, afford, attempt, intend, pretend, deserve, tend, seem, need, try — while flagging ambiguous cases like "need" in modal questions ("Need I say more?") that shouldn't get flagged. I'm continuing this list with try, learn, begin/start, continue, choose, expect, wish, forget, remember, and adjective phrases like "able/unable to," while also noting false positives to exclude, like relative clauses where the base-form word isn't actually a bare infinitive ("What I want matters"). Now I'm worried about past-tense heads plus base verbs in relative clauses, like "the changes we decided make sense," and thinking I should restrict the insertion rule to require a preceding subject pronoun or auxiliary to reduce false positives. I'll also add a pattern for verbs like want/ask/tell/expect followed by an object pronoun and a bare verb, inserting "to" so "I told him go" becomes "I told him to go." I should also flag "can able to" type errors, converting "can able to do" to just "can do" or "am able to do," and similarly handle "could able to" and "will able to" as common ESL mistakes. I'm also considering the "I am agree" error pattern, where "am/is/are + agree" should convert to just "agree" or "agrees" depending on subject, since this is another frequent ESL slip. Now I'm building out a lexicon of pure base verbs that rarely function as nouns, needed for handling "be", ing-forms, and past tense mappings correctly. Continuing through the alphabet, I'm flagging more ambiguous cases like move, notice, pass, pay, raise, repair, reply, share, show, and sleep while working through solve as the list winds down. I keep going through more verbs, flagging ones like sleep, walk, talk, check, use, look, love, and plan as potentially ambiguous between verb and noun forms. I also note trickier cases like "hold" (as in "on hold") and "close," where the noun or adjective usage might not count as a true ambiguous pair. I'm now cataloging common prepositional idioms — "on hand," "at stake," "in need," "for sale," "in love," "at work," "on call," "in charge," "at risk," "in progress," and dozens more — checking each one against my rules to decide whether it belongs in the ambiguous or pure noun category. I'm still checking more idioms against the pattern, testing phrases like "at will," "for good," "in effect," and landing on "on repeat" as another candidate that fits the pure-word rule. I catch "fail" in "without fail" as another match, and "mention" in "worthy of mention," while ruling out others like "delay," "loan," and "record" as they don't fit cleanly. Continuing the scan, I keep gathering candidates: "before long," "by default," "in return," "in bulk," "on ice," "in tow," "in advance," "in vain," "in person," "for free," "in place," "on fire," "on guard," "at dawn," excluding ambiguous ones like "leave" while confirming "choice" pairs with "choose." I'm also filtering out words that double as adjectives, like "live," "open," "clean," and "complete," since those would break the phrase when swapped for their verb forms, and flagging "fix" and "pick" as ambiguous nouns to reconsider later. I'm continuing to check remaining candidate words like "escape," "swim," "sleep," "catch," and "steal" for hidden noun uses that could break the pattern, removing "escape" due to its common noun phrase and keeping others as tentatively safe. Continuing through the list: "join," "keep," "know," "learn," "lend," "listen," "lose," "maintain," "make," "manage," "marry" all check out fine as pure verbs, while "meet" has a noun use ("a track meet") worth flagging. "Produce" turns out problematic too since "of produce" works as a noun phrase, so I'm removing it, and now checking "protect" next. Moving on, "provide," "publish," "pursue" are clean, but "put," "read," and "remove" all have noun uses that need consideration even though they seem borderline safe to keep. "Refuse" is another clear noun case ("disposal of refuse") that I need to exclude, while "relax," "remember," "respond" stay fine, and I'm about to check "save." I'm continuing through the remaining verbs checking for noun forms that would break the preposition rule — "say," "see," "sell," "speak," "take," "tell," "think," and "wake" all have marginal or established noun uses, but most survive as keepable since the noun sense is either rare or requires an article that changes the construction. I'm continuing through the verb list, flagging "enter" as ambiguous after prepositions and removing it, then confirming several ordinary verbs like "find," "feel," "follow," "attend," and others stay in. I'm also compiling a separate list of ambiguous verbs that double as nouns—help, work, play, study, travel, visit, change, start, stop, and many more like run, answer, dance, drink, check, order, share, watch, fix, catch, save, fly, try, live, open, clean, and close. Now I'm testing tricky edge cases like "for want of help," where the noun phrase construction breaks a naive rule that would otherwise transform it into an infinitive—so I need to flag idioms like "for want of" as exceptions to prevent bad rewrites. I'm weighing whether "and/or" should also block the noun-preceded pattern, checking cases like "hopes and dreams of" versus "plans and hopes of the people" to make sure the lookbehind still catches the right head noun, and also considering adjective-modified heads like "great hope of" or "desperate attempt of escape" that aren't covered by the determiner exclusion list. I'm now also looking at preposition + ambiguous verb + object pronoun patterns that should convert to gerunds, like "for help me" becoming "for helping me," and separately at head + object + ambiguous verb constructions like "want you help me" where inserting "to" is trickier since the object pronoun sits right before the verb. I'm testing the insertion rule against edge cases like "I want help you," "I need help you," and "I decided study English," trying to figure out when the ambiguous verb should get a "to" inserted versus when it needs a following pronoun to trigger the fix versus when it stays unaffected. I'm working through cases like "I want work in London" and "I need help with this" to figure out that prepositions after the ambiguous verb should block the "to" insertion, since treating "help with" as a noun phrase would wrongly trigger the fix — so I need to exclude prepositions and only allow determiners or objects that clearly signal a verb reading. I'm also narrowing the pronoun exceptions to me|him|her|us|them, dropping "you" and "it" since phrases like "you know" act as filler and could cause false positives, and I'm setting aside determiner-based rules like "the|my|your" as too risky given plausible noun readings. For ambiguous verbs I'm working out which forms to include: excluding modal+3s and irregular past forms like "left" that double as nouns/adjectives, but including modal+regular past forms like "can played" → "can play" since those regular -ed forms aren't nouns. I'm also checking gerund contexts after "to"-taking verbs like "want to," "agree to," and "prefer to," since some of these heads can take either an infinitive or a preposition-plus-gerund, which affects whether the ambiguous forms should be included. I'm also weighing tricky cases where the following noun could be mistaken for a gerund, like "meeting," "feeling," or "building," and deciding whether the gerund-head rule should require an object or pronoun to disambiguate from plain nouns—checking examples like "enjoy work" versus "finish work" where the noun sense should take priority. I also need to exclude "stop" from the gerund-head rule since "stop to do" carries a different meaning, and similarly exclude verbs like remember/forget/regret/try/like/love/hate/prefer/begin/start/continue that allow both patterns. For the remaining gerund heads like suggest, recommend, practice, keep, admit, I'll convert "to" + base verb into the "-ing" form after them. I still need to cover more phrasal expressions requiring gerunds—"give up," "carry on," "put off," "look forward to," "feel like," "worth," "no use," "can't stand"—and work out their specific correction patterns, like converting "feel like go" to "feel like going" or "worth to visit" to "worth visiting." I'm adding more special-case verb patterns: "insist to do" → "insist on doing", "prevent him to go" → "prevent him from going" (leveraging the existing "from"+"do"→"doing" rule chain). I'm also verifying edge cases like "thank you for helping me," "apologize for being late," and prepositional phrases with "instead of," "before," and "after" already work correctly, while flagging ambiguous cases like "by use" to skip for now. I'm continuing through more preposition-plus-verb combinations: "for use," "without saying," "how/what about going," "on arriving," "good at doing," "interested in learning," "tired of making," "prevent from making," "trick into making," plus checking "besides," "despite," "upon" as working while deciding to skip trickier ones like "through," "since," "while," and "when." Now I'm also flagging edge cases where the following word looks like a base verb but is actually a noun, like "for do" versus rarer noun uses of "say" or "see" in fixed phrases, and I'm checking cases like "look forward to seeing" or "used to see" where "to" is followed by a gerund only in specific constructions. Adding more verb+preposition rules... Still adding correction patterns... skipping "attacked on" and "answer to" as valid usages, then setting up regex rules for "tell to [pronoun]" and "say me" to correct them into proper "tell" phrasing. I'm restricting the "said/say/says" pronoun fix to only me/him/us to avoid false positives like "say her name" or "say them out loud" where the pronoun could be a possessive or noun object. I'm also considering skipping some low-value rules like "let's to" and "want that", and instead focusing on catching "should of/could of/would of/must of/might of" as errors for "should have" etc., plus modal+"to" constructions like "must to" or "can to". I want to exclude "may of" carefully to avoid false positives like "the month of May of 2020". I'm also adding patterns for "It's depend on" → "It depends on" and catching "I'm agree" as an error since "agree" isn't normally used with "be". Then I need to handle "used to" followed by a gerund, like "I used to going" which should become "I used to go", while leaving "am used to going" alone since that's correct. I'm also starting to build a set of verbs that double their final consonant before adding "-ing" or "-ed", like "admit," "begin," "commit," and others. Now I'm writing helper functions: one for forming the gerund (handling special cases like "be" → "being", verbs ending in silent "e", verbs needing doubled consonants, and verbs ending in "ie"), and another for third-person singular forms like "have" → "has" and "do" → "does". Building out the irregular past tense map... Still building the irregular-verb mapping... I need to be careful with edge cases like "found" mapping to "find" versus "found a company," since some past-tense forms overlap with distinct base verbs and I should exclude those ambiguous cases from the mapping. For the ING_TO_BASE mapping I need to handle contexts like modal+ing ("can going"→"can go") and to-infinitive heads, building these from regex alternations across roughly 150 words which should stay performant. I'm assembling the list of verbs that typically take a to-infinitive (want, need, hope, decide, plan, try, learn, agree, promise, refuse, offer, expect, wish, like, love, hate, prefer, begin) to generate their inflected forms. I'm continuing to expand this head list with more to-infinitive verbs (start, continue, seem, appear, choose, manage, fail, afford, attempt, intend, mean, deserve, arrange, prepare, pretend, threaten, tend, aim, strive, claim, forget, remember, demand, volunteer, happen), while weighing edge cases like "struggle," "hesitate," "ask," "dare," "long," "yearn," "vow," "swear," "seek," "care," "opt," and "resolve" that are either too rare, ambiguous, or already handled elsewhere, deciding to skip most of them. I'm now checking prepositions that could wrongly substitute for "to" in front of these verbs (of, for, at, in, on, with, about, from, by, into, onto, toward, upon, over), testing odd cases like "mean for," "prepare for," "happen at/in," "appear on," and "start with," and noting that most sound wrong except constructions like "begin by explaining," which uses a gerund instead of a bare verb. I'm working through more cases—deciding that "by" and "with" should route to a gerund form ("start by doing," "struggle with doing") rather than substitute for "to," while other prepositions like "for," "on," and "from" get tested against verbs like "hope," "decide," "plan," and "learn" to see which sound natural. I'm working through the remaining prepositions—"in", "on", "for", "of"—checking each against verb-plus-preposition patterns like "agree on go" → "agree to go" or "prepare for go" → "prepare to go", confirming the infinitive substitution holds while excluding ambiguous cases like "leave" and non-head verbs like "think" or "long". I'm working through more edge cases like "means of," "aim," "claims," and "offer," checking whether lookbehind words or ambiguous verb contexts block or allow the "of"→"to" substitution pattern. For pure verbs after a wrong preposition, I figure the negative lookbehind alone should be enough since nouns rarely precede that pattern. Now I'm building out the list of insertion heads that need a missing "to" before a bare verb — want, hope, decide, plan, refuse, promise, manage, afford, attempt, intend, pretend, deserve, tend, seem, need, try, learn, remember, expect, wish, choose, agree, offer, threaten, hesitate, fail, arrange, and prepare, weighing tricky cases like "remember" where both "to go" and "going" could work. I'm also wrestling with the ambiguity of 3rd-person singular/plural noun forms like "offers", "plans", "hopes", "needs", "wishes", "promises", "attempts", "claims", "aims", and "tends" — since these can be either nouns or verbs, I want to restrict matching to cases where they're clearly preceded by a subject pronoun rather than a determiner, to avoid false positives like "the offers come." I'm checking edge cases where verbs like "seem" and "need" combine oddly with "be" or bare infinitives, and testing whether "hope" followed by a base verb correctly inserts "to" — like "hope see you" needing to become "hope to see you" — while making sure other constructions like "tend bar" or "dare" stay excluded from the pattern. I'm continuing through similar test cases for verbs like "expect," "remember," "forget," "learn," "try," "choose," "decide," and "able," checking that each correctly triggers insertion of "to" before a bare verb, plus verifying "going" behaves the same way with constructions like "I'm going go." Now I'm checking modal-like phrases such as "would like," "ought," and "supposed," making sure each properly requires "to" before the base verb, while noting edge cases like "allowed," "required," and "forced" that need separate consideration since they involve past-tense verb forms rather than modals. I'm mapping out the object-insertion pattern next, where verbs like "want," "tell," "ask," "expect," and "allow" take a pronoun object (me/you/him/her/us/them) followed by a bare verb that needs "to" inserted, but I'm flagging the ambiguity with "her" since it could be read as possessive before a noun rather than as an object before a verb. I'm considering some edge cases like "told him work" where "work" acts as a clause subject rather than an object, deciding to include ambiguous verb patterns when followed by pronouns or determiners. Now I'm moving to build out the modal verb list, accounting for contractions like "can't" and "won't" and thinking through apostrophe handling in the regex word boundaries. I'm now working through negative lookbehind patterns to exclude cases where "will" or "might" function as nouns rather than modals, like "his will" or "with all his might," so the detection only triggers on true modal usage before verbs. I'm weighing edge cases like "May" as a capitalized month versus modal, and noun uses of "can"/"must" that could false-positive with the modal+verb pattern, deciding these are rare enough to accept as known limitations. I'll settle on a compromise: modals like "could," "would," "should," "shall," "cannot," and contractions apply freely, while noun-ambiguous ones like "can," "will," "may," "might," "must" require a preceding subject pronoun to trigger the fix. I'll apply the same logic for modal-plus-ing corrections, converting to base form only when preceded by a clear pronoun context. Now I'm working out negative-auxiliary patterns—"don't," "doesn't," "didn't," "do not," "does not," "did not"—followed by a past-tense or third-person-singular verb, correcting it to base form, while skipping "be" verbs and "-ing" forms to avoid false positives. I'm also handling do-questions like "Did you went" or "Does he goes," normalizing them to base form after the auxiliary, while noting that words like "saw," "found," and "fell" need special exclusion since they're ambiguous with modal contexts like "can saw" or "want to found a company." I'm working through more edge cases: "left" after "to" verbs should map to "leave" despite the risk of collisions with "turn to the left," and contractions like "let's going" or "let's to go" should collapse to "let's go." Now moving on to defining the set of gerund-taking verbs like "enjoy" and "avoid." Then I'm expanding this list further to cover verbs like "finish," "consider," "postpone," "risk," and phrasal patterns such as "keep on," "give up," "feel like," "look forward to," "be/get used to," and other fixed prepositional-gerund idioms that need special-case handling. I also need to sort out edge cases for nouns like "practice" and "risk" that can precede "to + verb" in valid grammatical constructions, so my rule needs lookbehind logic to avoid misflagging phrases like "it's common practice to use" as errors. I realize purpose infinitives can follow intransitive or passive verbs grammatically — "quit to focus," "delayed to allow," "postponed to allow" are all correct, so I need to remove quit, delay, postpone, and reconsider risk and resist from my blocked list. I'm now going through the remaining "to" verbs one by one — enjoy, avoid, finish, mind, consider, suggest, recommend, keep, miss, deny, imagine, dislike, detest, fancy, appreciate, plus phrasal ones like give up, end up, keep on, carry on — checking each for whether a genuine purpose-infinitive reading holds up, and "suggest to use" and "recommend to use" both check out fine. I need to flag exceptions though: "considered to be" and "recommended/suggested to use" as passive/impersonal constructions are legitimately correct, so past-tense or passive forms of consider, recommend, suggest, and imagine need to be excluded from my "incorrect" list even though the base forms aren't. Deciding my simplified rule: gerund-head "to" errors should only trigger on base, third-person singular, and -ing forms, not past tense, though verbs like enjoy, avoid, finish, mind, keep, miss, deny, dislike, detest, and appreciate might need past-tense inclusion too since "I enjoyed to swim" is a genuinely common ESL mistake worth catching. I'm working through example pairs to test the pattern — "enjoy swim" → "enjoy swimming," "avoid eat" → "avoiding eating," "keep go" → "keep going," and so on — flagging cases where the base verb is ambiguous with a noun form (like "wait," "use," "live") since those could produce false positives. Now I'm checking trickier idiomatic constructions like "practice make perfect," "quit smoke," "feel like go," "give up eat," "look forward to see," and phrases with "worth," noting where the target verb is genuinely ambiguous versus where the base-form error is clear-cut. I'm distinguishing fixed "to" phrases like "look forward to" from gerund-heading verbs, since "look forward to work" plausibly reads as a noun while "enjoy to work" clearly works as a gerund substitute. I'll skip edge cases like "enjoy of swim" and object+to constructions like "suggest/recommend" for now since they're rare enough to not need separate rules. Now I'm working out the "spend time to do" pattern — verbs like spend/waste plus a time quantity plus "to/for/in" plus a verb should convert to gerund form, e.g. "spend time to learn" becomes "spend time learning," while checking edge cases like "spend hours on study" where the ambiguity of "study" makes it trickier. I'm also mapping out "have difficulty/trouble/a hard time (to/for) do" constructions to their gerund equivalents, like "have fun to play" becoming "have fun playing," while noting ambiguous cases like "have trouble sleep" that don't convert cleanly. But I need to flag exceptions: "have a problem to solve" is actually correct as an infinitive of purpose, not an error, since it means "a problem that needs solving," while "have fun to play" or "have difficulty to" remain genuinely wrong. I'm also handling other similar patterns: "no point to/for/of doing" corrects to "no point in doing," and "worth to visit" or "worth visit" both correct to "worth visiting," while flagging "worth mention" as ambiguous since mention can be a noun. I'm expanding my ambiguous-word list to include hold, reach, wear, produce, mention, repeat, enter, fail, open, clean, complete, close, live, build, fix, pick, catch, save, and similar terms that work fine in certain modal or prepositional contexts but need care elsewhere. Now I'm working out the regex for "busy to do" → "busy doing," accounting for optional prepositions like to, with, in, or for before the verb. Continuing, I'm building patterns for "feel like" phrases converting to "like verbing," while excluding non-verb uses like "feel like home." Then I'm moving to "look forward to" constructions, handling variants like "look forward for see" and ensuring pure and ambiguous verbs work correctly when followed by pronouns or articles. I need to expand the allowed follow-set for ambiguous verbs in "look forward to" phrases—things like "work with you" don't have a plausible noun reading, so I'm adding pronouns, articles, and words like "with" and "together" to the accepted set. Now I'm starting on the "be/get used to" pattern, working through the different forms of "be" (am, is, are, was, were). 3c:oa,129:T8262,3c:o8262,I'm planning a new verb-patterns module to catch verb complementation errors, like to-infinitive verbs (want, need, decide, hope, etc.) mistakenly followed by wrong prepositions instead of "to" plus the base verb. I'm also considering trickier cases like "want doing" needing conversion to "want to do," which would require more advanced lemmatization, plus verbs that should take -ing forms. I need to build out a sizeable list (~400) of common base verbs to reliably detect the pattern "verb + wrong preposition + base verb," while being careful to avoid false positives where the same word after a preposition could be a noun instead, like "the need for change" being valid but "I need for help" being wrong. I'm thinking through mitigations for false positives: requiring the flagged verb to either be a "strong" non-noun-ambiguous verb or be followed by an object/determiner before treating "for/on/in/at/with" as a wrong preposition, since deterministic rules risk misfiring on noun-verb ambiguous words like "work" or "plan." I also need to catch missing "to" cases like "want do" or "need go", where a to-infinitive head verb is followed directly by a bare verb — but only for PURE_VERBS since heads like "want" or "need" can take valid noun objects like "help" or "work". I should exclude ambiguous cases like "help do" since bare infinitives after "help" are grammatical. For -ing forms, I'm building a mapping from base verbs to their -ing forms so I can catch things like "want going" needing to become "want to go", while excluding verbs like "need" that legitimately take -ing in British usage ("needs washing"). I'm compiling the list of to-infinitive heads such as want, decide, hope, plan, refuse, agree, promise, and others, while being careful to exclude verbs like "forget" where -ing carries a distinct meaning. Beyond -ing forms, I need to also normalize things like "want to did" back to "want to do" by mapping conjugated forms — past tense and third-person — back to base form, which means building an irregular verb table covering common ones like went→go, did→do, made→make, got→get, saw→see, knew→know, and so on. I should also handle regular "-ed" verbs by mapping each base form to its past form rather than trying to strip suffixes blindly, watching for collisions like "left" or "felt" as nouns/adjectives. For modals like can, could, will, would, should, must, I need to strip "to" after them ("must to go" → "must go") and normalize any following verb to its base form ("will went" → "will go", "should doing" → "should do"). I also need to handle negated auxiliaries like "didn't/doesn't/don't" plus a past or third-person verb form, converting to base ("doesn't goes" → "doesn't go"), including cases where a subject sits between the auxiliary and verb ("did you went" → "did you go"), and be careful with "to" + past-form verbs since some are legitimate exceptions like "to found" a company. I should also flag verbs that require gerunds rather than infinitives—enjoy, avoid, finish, mind, suggest, consider, keep, practice, quit, deny, admit, risk, imagine, postpone, delay—converting "to swim" style errors into the correct "-ing" form for phrases like "enjoy swimming" or "suggest going." I'm also considering fixed expressions like "look forward to" needing gerunds ("look forward to seeing you"), and the trickier "used to" case, which is ambiguous since "used to do" is valid but "am used to do" is an error requiring "doing" instead—plus general prepositions like "in/of/at/about/for/without/before/after/by/on" that should be followed by gerunds when paired with a base verb. Ordering matters here: I should apply the to-infinitive head rules first, then the general preposition+base→gerund rule afterward, since certain heads like "in" or "make" could create false positives if handled out of sequence. I'm also worried about ambiguous words that function as both verbs and nouns/adjectives—"open," "close," "clean," "free," "go" (as in "have a go," "on the go")—since applying the rule blindly to these could produce wrong results, so I need to exclude them from the pure-verb list. "leave" is tricky since "on leave" is a fixed phrase, so I'll exclude it from the general prepositional rule rather than complicate the logic. I also need to handle the common learner error of "am/is/are + base verb" like "I am agree" or "he is understand" — these need the be-verb dropped and the verb conjugated properly for subject agreement. I'm also planning fixes for "more + comparative adjective" errors like "more better" or "more easier," which should just drop "more," plus handling "he/she/it don't" which should become "doesn't." I want to add a few more targeted fixes: "since X years" should become "for X years," and duplicated words like "to to" should collapse. I'm thinking the best place to implement this is a new `verb-patterns.js` module exporting a `fixVerbPatterns` function, which gets imported and applied inside the existing `fixCollocations` logic. I'll wire it in so `fixVerbPatterns` runs at the start and end of each pass through `fixCollocations`, since that's the only place it's called from grammar-service.js. I also want to update the AI rewrite prompt to include explicit verb-pattern examples like "I want of do" → "I want to do," extending the existing line about verb patterns. I need to find a unique anchor string in the prompt to insert after — checking that the "Keep the original meaning..." line is distinct from the similar one in VERIFY_PROMPT so my edit targets the right spot. I'm also considering whether LanguageTool's own suggestions might interfere by producing odd variants when it processes phrases like "I want of do" on the first pass. Now I'm sketching the verb inflection helpers I'll need: functions for third-person singular, past tense (with an irregular verbs table), and the -ing form, including the doubling rule for short CVC verbs like run, swim, sit, and stop. Still defining verb conjugation rules... I'm continuing to sort through these verbs, flagging ones that are ambiguous or have noun/adjective forms that shouldn't count, while keeping the clear verb candidates like manage, obtain, organize, prepare, prevent, protect, publish, reach, realize, recognize, reduce, remember, remove, and replace. I'm noticing the "want stay" case doesn't work with the missing-to rule the way "want help" does, so I'm thinking I need two separate lists: one covering all common base verbs including ambiguous ones, and a narrower subset restricted to words that could also function as nouns. For the wrong-preposition rule, I'm working through cases like "hope of help" or "want of work," deciding to skip flagging these when preceded by determiners or words like "for," "no," "any," "some," or "without" to avoid false positives. My rule becomes: flag only when the candidate is a verb and either isn't noun-like or is followed by something object-like, and the head word itself isn't preceded by a determiner — with "of," "for," "from," and "by" as the wrong prepositions to catch. I'm also considering exceptions like "plan on," "decide on," "agree with," "hope for," "wait for," and "look for" — these phrasal verbs are usually fine because they're typically followed by a noun, not a bare verb, so the rule naturally avoids false triggers there. The main risk is when the following word is a noun/verb homograph, like "decided on color" or "try on dress," but since I'm requiring nounlike words to be excluded unless followed by an object-word, these cases should be safely skipped. For rule 2, I want to catch a bare-verb head directly followed by another verb, like "want go," but I'm running into a snag: some heads like "hopes" or "wanted" are also common nouns/adjectives ("our hopes rise," "a wanted man"), so applying the rule blindly could wrongly convert "hopes rise" into "hopes to rise." To fix this, I'm restricting rule 2 to only trigger when the head is preceded by a subject pronoun or subject-like word (I, you, we, they, he, she, it, people, also, really), which should filter out most false positives. For rule 1, I need a similar guard against determiner-preceded nouns ("the students want of learn"), so I'm excluding cases where the head follows a determiner or preposition like "the," "a," "of," "my," "this," etc. I'm also considering marking certain heads as "nounlike" (e.g., "rise," "change") to exclude them from rule 2, though verbs like "grow" that aren't nounlike still risk false positives like "our needs grow" becoming "needs to grow." For rule 3, I'm targeting the pattern where a to-infinitive head is followed by ing/past/3rd-person verb forms and should be corrected to "to + base form," covering cases like "want to doing" or "want of doing." I need to carve out exceptions for verbs like need, start, begin, like, love, hate, prefer, try, remember, forget, regret, stop, continue, and intend, since some of these can legitimately take a gerund without a preposition. I'm also wary of edge cases like "wanted for doing" where "wanted for" means "sought by police," which is a different construction and shouldn't be mistakenly converted into "wanted to." I need to restrict which prepositions trigger the ing-to-infinitive substitution, since words like "for," "on," and "with" often introduce valid gerund phrases that shouldn't be touched, while "of," "from," "by," and "at" seem safer candidates. I'm also flagging cases like "hope of winning" preceded by negation words like "no," which need special guarding to avoid incorrect conversions. I'm compiling the list of verb heads that take a to-infinitive versus those needing a preposition before the -ing form, weeding out edge cases like "learn of," "plan of attack," and "in need of" that would create false positives. Now I'm working through the base-verb-plus-preposition rule and hitting a tricky edge case: compound words like "take-off" could be falsely matched since "take" is a valid base verb, so I need a boundary check that excludes cases where the verb is immediately followed by a hyphen or apostrophe. I'm also weighing which prepositions belong to which transformation rule — deciding whether "learn by do" should become "learn by doing" (gerund rule) versus "to do" (infinitive rule), and testing similar phrases like "decided about go," "plan on go," and "hope for see" to figure out the right prepositional groupings for each pattern. For the excluded head verbs, the general preposition-plus-base-verb-to-ing rule still covers them fine. So the broader rule is: preposition plus base verb converts to preposition plus -ing form, across most prepositions like about, at, by, in, of, on, for, from, with, without, into, before, after, despite, and similar — though I need to watch for edge cases where "for" or "in" might combine with a verb in ways that aren't simply converted to -ing. I'm going through more edge cases—"sign in", prepositional phrases like "about to go", and words like "leave" that could be mistaken for a nounlike form rather than a verb—checking that these don't break my rule. Continuing, I'm sorting other ambiguous words into the nounlike category based on common idioms: "sleep", "fall", "break", "drive", "win", "catch", "hold", "stand", "wear", "throw", "feel", "pay", "keep", and "go" all seem to fit as nounlike given phrases like "lack of sleep", "on hold", "a feel", and "on the go". Now I'm going through more verbs — "do", "say", "make", "read", "find", "take", "meet", "learn", "see", "know", "think", "come", "give", "tell", "bring", "become", "understand", "send", "speak", "sell" — checking each against idiomatic noun usages and mostly confirming them as verb-only despite occasional expressions like "have a go" or "a good read". I'm continuing through the rest of the alphabet, flagging verbs like "reach," "save," "support," "swim," "visit," "wait," "watch," and "work" that also double as nouns in common usage. I keep expanding this list of English verbs that also function as nouns without changing form—words like "want," "need," "check," "sleep," "drive," "hit," "pay," "keep," and "feel," continuing to build out examples of this overlap. I'm also noting special cases: "be" and "have" work differently since they combine with prepositions in phrasal patterns like "want to be" or "about having," so I need to account for how they fit into this nounlike/verb classification. Now I'm turning to the modal-plus-"to"-plus-verb pattern, but I realize this collides with genuine nouns like "will" (as in "the will to live") or "May" (the month). I need to guard against false matches by requiring lowercase for "may" and avoiding cases preceded by a determiner for words like "will" or "can." I'm also thinking through how to normalize verb forms after modals, like turning "will went" into "will go" or "can doing" into "can do," while being careful with constructions like "will be doing" that are actually correct as-is. I'm noting that some irregular past forms are ambiguous with nouns (read, put, cut, hit, set, let) so they should stay excluded from the past-tense mapping. Then I'm working out the pattern for negated auxiliaries like "didn't" or "doesn't" followed by a non-base verb form—since the word right after these negations is always the base verb, I can safely map those forms back to the base regardless of ambiguity elsewhere. I'm also handling do-support question patterns like "Did you went" → "Did you go" and "Does he likes" → "likes", applying the same subject-verb correction rule. For "to + irregular verb" phrases like "to went" → "to go", I need to be careful excluding irregular pasts that are also nouns (left, felt, found, saw, fell), since those could be legitimate noun usages rather than errors. I'm also excluding participles that function as adjectives after "to" (like "to written requests" or "to finished goods"), limiting the fix to true simple past irregulars: went, did, made, got, came, knew, bought, ate, wrote, took, gave, thought, told, said, spoke, sold, chose, began, brought, became, taught, caught, drove, flew, drank, swam, sang. Now going through more candidates—"said," "lost," "paid," "sold-out"—I'm finding several act as adjectives in common phrases ("said document," "lost property," "paid users"), so those also need exclusion from the general rule. Continuing through the list, I'm flagging past-tense verbs that double as nouns to exclude—like "spoke," "drove," and "spent"—while keeping straightforward ones like "went," "did," "bought," "flew," and "swam." I'm also considering irregular third-person forms like "goes" and "has," excluding ambiguous ones like "does" and "is," and starting to catalog the verbs that commonly take "-ing" complements, such as "enjoy," "avoid," "finish," "suggest," and "consider." I'm continuing this list with words like "dislike," "resist," "recommend," and phrases like "look forward to" and "can't help," noting the general pattern where an inflected head verb followed by "to" plus a base verb should become head plus "-ing" form instead. Still refining "look forward to" pattern rules... I'm also mapping out "used to" + base verb constructions, deciding which auxiliaries trigger the "ing" transformation (am, get, become) while excluding passive-ambiguous forms like "is/are used to," plus expanding the list of other "to"-phrases that behave similarly (object to, accustomed to, when it comes to, etc.). I'm also handling causative constructions like "make him to do" dropping the unnecessary "to" before the bare verb, plus contractions like "let's to go" simplifying to "let's go." Now I'm considering another pattern: stative verbs incorrectly following "am/is/are," like "I am agree" needing to become "I agree." I'm building a list of verbs that trigger this fix—agree, disagree, understand, know, believe, think, want, need, prefer, hope, remember, forget—while carefully excluding ones like "like" and "mean" that can behave as adjectives or prepositions in certain contexts, and flagging "worry" as needing a different kind of correction. Now I'm working out subject-verb agreement rules: I'm/I am pairs with base form, you/we/they are/'re pairs with base form, he/she/it is/'s pairs with third-person form, plus handling negation patterns like "am not agree" turning into "don't agree" or "doesn't agree" depending on subject. Next I'm compiling the list of comparative/superlative errors where "more" gets incorrectly added before words that already have their own comparative form—more better, more worse, more easier, and so on through bigger, smaller, faster, cheaper, higher, lower, larger, harder, stronger, longer, shorter, older, younger, happier, greater, simpler. I'm continuing that same list, adding clearer, closer, richer, safer, nicer, heavier, and earlier, while deciding to exclude "more later" since that's a valid phrase. I'm doing the same for superlatives with "most" plus an -est word like best, worst, biggest, easiest, and setting up regex patterns to catch both "more + comparative" and "most + superlative" constructions from a fixed word list. Then I'm moving on to subject-verb mismatches with "don't/doesn't"—catching cases like "he don't" needing to become "doesn't" and the reverse for I/you/we/they, plus starting to handle "he have" as another error to fix. I'm working out a lookbehind guard so "he have" only gets corrected to "he has" when it's not preceded by an auxiliary like does, did, will, can, or let—since "does he have" or "let it go" should stay untouched. I'm extending this into a general third-person agreement rule where he/she/it plus a base verb form gets converted to its -s form, unless guarded by those same auxiliaries, and now working through edge cases like "make it work" where "it work" shouldn't be flagged. I also need to guard against perception and causative verbs like see, watch, hear, feel, notice, help, and let, since constructions like "saw it happen" or "let him go" use bare infinitives correctly and shouldn't be forced into third-person -s form. Beyond that, I'm considering subjunctive triggers—verbs like suggest, insist, recommend, demand, and propose followed by "that"—where "I suggest he go" is grammatically correct despite looking like a missing -s. I also want subject-verb agreement checks for cases like "I goes" or "they makes," which should flip to base form, though I need to be careful not to misfire on plural nouns or edge cases involving objects like "you." This is expanding scope beyond typo-fixing into fuller grammar checking, similar to what LanguageTool does, so I'll fold in he/she/it agreement rules as well. Next I'm working on a "since + duration" → "for" conversion, plus a similar fix for "during + duration" phrases, while guarding against odd cases like "since three years ago." I'm skipping double negatives and complex "although...but" constructions since those need the AI's judgment, and I've already got rules for "explain me," "discuss about," superlatives, and "I am agree" cases. Now I'm considering whether "is/are/was/were + base verb" patterns need a passive or progressive tense fix. I'm also working through "would like" plus gerund cases, treating "would like," "'d like" as multiword heads that convert to "to + base verb," and handling "need of" as another to-infinitive fix while guarding against phrases like "in need of." Then I'm looking at "be able of do" as another candidate for correction to "be able to do." I'm extending the adjective heads list to include "able, unable, willing, ready, eager, likely, unlikely, reluctant, determined" and applying the same three rules to them: fixing wrong prepositions before verbs, inserting missing "to," and correcting "to doing" or "of doing" back to "to do," while guarding against preceding auxiliaries and intensifiers. I'm also defining a broader positive guard list of subject/context words (pronouns, adverbs, modals, conjunctions) that should precede a to-infinitive head when detecting the missing-to pattern, to avoid false corrections. For multiword modal-like heads such as "would like", I'm skipping the guard entirely since those combinations followed by a bare base verb are always incorrect, unlike single-verb heads. I'm planning to use JS lookbehind assertions to build the negative and positive guards, since V8 supports variable-length lookbehind, and I'll make sure apostrophe-containing contractions like "don't" are handled correctly within those patterns. For case preservation, I'm writing a helper that reuses matched text and reapplies capitalization when substituting words. Now I'm building the irregular verb data structure... Adding irregular verb entries... Still listing irregular verbs... I'm noting the tricky cases where past tense equals the base form, like "read", "put", "cut", "let", "set", and "hit" — these need special handling since the mapping would collapse onto itself. I also need to watch for words that double as unrelated nouns/verbs, like "found" (finding vs. establishing), "fell" (falling vs. felling trees), and "rose" (rising vs. the flower) — I'll keep them mapped but flag the ambiguity, since context in "didn't X" or "will X" constructions usually resolves correctly. Now I'm working through which derived forms map to which base verb depending on context: in a modal context, irregular pasts/participles and regular -ed/third-person forms generally resolve fine, but I need to guard against cases like "will" or "may" being used as nouns rather than modals. I'm also treating do-support similarly to modals but excluding -ing forms, and separating out to-infinitive contexts as heads (which allow all derived forms) versus general to-contexts (which should stick to a curated set of irregular forms only). Now I'm compiling a large base verb list to build out the vocabulary set, listing dozens of common English verbs to cover as many test cases as possible. I'm continuing to build out the vocabulary list of common verbs, and also flagging a set of words that could function as nouns or adjectives depending on context, which I'll need to handle differently. Continuing through more verbs, I'm flagging tricky cases where certain words act more like nouns in fixed expressions—things like "fail" in "without fail," "compare" in "beyond compare," and "own" in "of their own"—versus straightforward verbs like "belong," "complain," "rely," "happen," and "settle" that fit cleanly into the verb list. Continuing through the list, most of these stay purely verbs like require, thank, translate, understand, destroy, determine, encourage, ensure, extend, investigate, convince, and the rest, while a couple like "steal" and "wake" get flagged as nounlike due to phrases such as "a steal." I keep going through more common verbs—sing, hear, become, teach, bring, choose, begin, send, speak, sell, come, tell, find, take, write, eat, buy, know, see, get, make, go, do, have, be—checking each for edge cases like "have a say" or "have a think" where the verb briefly takes a determiner. For "go," I'm testing prepositional phrases like "on the go," "at one go," and "from go," trying to figure out which count as genuine preposition-plus-noun uses. I'm working through remaining edge cases: "do" in hyphenated forms like "to-do," "make" in phrases like "car of foreign make," "come" in "years to come" (while excluding to+base constructions from the rule), and "see" in "Holy See" which isn't actually a preposition case. I'm also double-checking that rule 4, which converts preposition+base into an -ing form, correctly excludes "to" and handles tricky cases like "for get-together" where the hyphen should block the transformation. Right, "after have" resolves to "after having" fine. I'm also checking that broad object-word lists for the lookahead rule don't create false positives, like whether "in work at" would wrongly trigger a transformation to "in working at" -- that seems too permissive, so I need to narrow the object-word set for that particular pattern. I think it's simpler to exclude nounlike words from rule 4 entirely and restrict them to rule 1 (to-infinitive heads), where they're allowed only when followed by an object pronoun or determiner, like "want to help me." Rule 2, covering missing "to," should apply strictly to pure verbs only. I should exclude "going" as a head word for that pattern since "going to meeting" would wrongly become "going to meet" when the intent is "the meeting" as a noun — too risky without curation. For "used to" plus -ing forms, that's ambiguous with "be used to," so I'll skip fixing those, while the general "want/plan to [verb]ing" pattern like "want to meeting him" → "want to meet him" still works fine. I also need to exclude "agree to" since "agree to meeting in person" is a valid gerund use, and similarly "tend to" is tricky since "tend to crying babies" means attending to them, not "tend to cry babies" — so that head needs exclusion too. Then I keep running through the rest of the two-to-infinitive verb list — need, choose, seem, manage, fail, decide, refuse, expect, intend, learn, wish, pretend, threaten, deserve, arrange, strive, struggle, hesitate, would like, able, willing, ready, eager, likely, unable, want, plan, try, afford, prepare, begin — checking each one for whether swapping "to VERB" for "to VERB-ing" still makes sense. Now I'm compiling the finalized head list of verbs that take "to" plus a base verb: want, need, hope, plan, decide, refuse, promise, manage, fail, afford, expect, intend, learn, seem, wish, attempt, offer, prepare, pretend, threaten, deserve, arrange, choose, aim, strive, struggle, hesitate, try, agree, tend, begin, start, continue, forget, remember, like, love, hate. I'm also adding prefer, claim, dare, demand, happen, appear, volunteer, vow, swear, long, and yearn to that list, and separately considering adjective heads like able, unable, willing, unwilling, eager, likely, unlikely, ready, reluctant, and determined, as well as figuring out how "have to" fits into the rules — including it for the base pattern and the "to doing→to do" correction, but excluding it from the missing-"to" insertion rule since "I have go" is ambiguous with "have gone." I'm working out per-head exclusions for wrong-preposition corrections — figuring out which prepositions are actually legitimate before a gerund or noun for verbs like learn, plan, agree, prepare, decide, try, aim, and hope, so I don't mistakenly flag correct usage as an error. I'm ruling out "long" and "yearn" as heads, and checking others like "appear," "happen," "claim," "dare," and "demand" for whether they take a preposition-plus-verb pattern, excluding most since they don't fit naturally. I'm working through more verbs like "struggle," "continue," "start," "begin," "remember," "forget," "hesitate," and "ready," checking which prepositions to exclude (with, on, by, about) versus which combinations work (to + verb). Then I'm starting a second category of verbs that take a bare infinitive without "to," like "want," "need," "hope," "plan," "decide," "refuse," "promise," "manage," "fail," "afford," "expect," and "intend." I also need to add the be-guard verbs like able, likely, ready, supposed, while excluding help, let, make, dare, and need since those behave differently. For verbs like like, love, hate, prefer, I want to require a positive guard word beforehand (pronouns like I/you/we/they, or adverbs like really/just/always) so "like to go" gets caught correctly. I'm expanding the guard word list to include negatives, modals, and conjunctions like "and," "or," "to," and "who" to catch more cases like "to want to go" and "do you want to go." I'm also checking edge cases like "would like" as a compound head and "Our hopes rise" where the preceding word isn't in the guard list, confirming that case correctly falls outside my pattern. Now I'm defining rule R3, which handles heads followed optionally by "to" or "of" then a derived verb form, mapping it back to the base infinitive form. I'm distinguishing which heads allow "to," which allow "of" (borrowing exclusions from R1, minus "learn"), and which allow a bare "-ing" form directly with no preposition, like "want," "hope," "decide," "refuse," and similar verbs, using the positive guard to filter valid cases. With "to" all derived forms work fine, including third-person forms of the following verb, so I'll allow ing, past, and participle after it. For "of" I'll mainly allow ing but should include the others too for coverage. Now I'm building the list of ing-heading verbs like enjoy, avoid, finish, mind, suggest, consider, keep, practice, miss, quit, deny, admit, risk, imagine, postpone, delay. I'm continuing that list with dislike, detest, resist, recommend, feel like, look forward to, various "used to/accustomed to/addicted to" phrases, and phrasal verbs like give up, end up, keep on, put off, while deciding to skip ambiguous ones like "spend time." I'm also working through edge cases like "keep to" and "admit to" to figure out whether they naturally take base or gerund forms after them. I'm working through more edge cases for the ing-conversion rules, checking phrases like "enjoy to the full", "suggest to him", and verb pairs like "enjoy read" → "enjoy reading", while carving out exceptions for words like "miss" and "mind" that don't follow the pattern cleanly. Now I'm cataloguing prepositional-phrase heads that should trigger a following base verb to convert to -ing form, things like "look forward to", "be used to", "committed to", "feel like", "can't help", "give up", "end up", and similar constructions. I'm working through "can't help" though it's tricky since it can mean genuine inability to assist versus unable to resist doing something, so I'll set that construction aside. Then checking "give up" — nounlike objects like "smoke" get skipped but action verbs like "eat" work, while the "to" variant meaning surrender gets excluded; similarly "end up" pairs with the -ing form for actions like going. Now I'm mapping out more verb-plus-preposition patterns that trigger gerunds: "carry on," "keep on," "put off," and "look forward to" (with care around non-object followers like "with" or "hear"). I'm also handling "be used to" with its various tense forms, "admit to," "confess to," "object to" (while guarding against the noun sense), and "opposed to," including the "as opposed to" comparative construction. Then I'm building out the remaining rules: modal verbs collapsing to base form, do-support, causative make/let dropping "to," irregular past-to-base mappings after "to," preposition-plus-verb becoming gerund forms, stative "be" handling, double comparatives, and subject-verb agreement swaps for do/does and don't/doesn't across pronoun categories, being careful about "it" and other tricky cases. Checking more verb-guard cases: "watch it grow," "help it grow," "call it quits" don't trigger since "call" and "quits" aren't in the pattern, but "leave it be" is interesting since "be" itself is a bare form that shouldn't get flagged as an error. I should exclude "be" from the agreement rule, and also handle "have"/"has" swaps plus "I/you/we/they" mismatches like "I goes" or "you makes." There's also a subject-verb rule for "people is/are" I'm choosing to skip, and I need to add the time-expression rule converting "since + duration" and "during + number + duration" to "for." On testing, since I was told not to run a testing process, I'll stick to node --check for syntax, but that won't catch a runtime regex construction error, so I'll do a plain module import instead — that's just verifying it loads, not running tests. Now I'm writing the irregular verbs data source, listing base/past/participle forms as compact colon-separated entries. Still listing irregular verbs... I'm noting that "lie" needs care since it splits into "lie/lay/lain" (to recline) versus "lie/lied/lied" (to tell an untruth). I need to keep more exclusions: "felt," "rose," "meant," "set," "put," "read" since they collide with base forms. There's also the tricky case of "use"/"used" where "used to" actually works correctly in modal and do-support contexts, which is a nice side effect. But I need to guard against regular third-person forms colliding with plural nouns, like "works" as a plural noun versus verb, or "will" as a noun with a determiner before it. For nouns like "might," "must," "can," and "will" that can appear as regular nouns, I'm building a guard list of preceding words (his, her, their, free, good, ill, own, last) so I don't wrongly convert them when they follow a determiner or adjective. Then I still need to generate the -ing forms and regular past tense forms, including doubling consonants for verbs like stop, plan, shop, drop, admit, prefer, refer, occur, commit, and control. Building doubling list... Adding -y verb transformations... Working out -e ending rules for gerunds, third-person exceptions (does, goes, has, is), then starting to define the data structures for these conjugation maps. Building the exclusion maps... 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