{ "edit": { "memo": "W06", "before": "Found a gotcha today. If you run intake from the shell instead of from the editor, it never loads the M file, so it quietly falls back to the old API key. I mean, nothing errors out, it just breaks later, and you have no idea why. Jackson said he hit the exact same thing last year.", "after": "Found a gotcha today. If you run intake from the terminal instead of from the editor, it never loads the M file, so it quietly falls back to the old API key. I mean, nothing errors out, it just breaks later, and you have no idea why. Jackson said he hit the exact same thing last year." }, "proposals": { "deepseek-v4.1-flash": [ { "rule": "Replace the word \"shell\" with \"terminal\" when it refers to running a command from the command line.", "scope_keyword_flag": true }, { "rule": "Replace \"shell\" with \"terminal\" when referring to running intake.", "scope_keyword_flag": true }, { "rule": "Replace \"shell\" with \"terminal\".", "scope_keyword_flag": false }, { "rule": "Replace \"shell\" with \"terminal\".", "scope_keyword_flag": false }, { "rule": "Replace \"shell\" with \"terminal\" when it refers to running a command.", "scope_keyword_flag": true } ], "gemini-3.8-flash": [ { "rule": "Replace \"the shell\" with \"the terminal\".", "scope_keyword_flag": false }, { "rule": "Replace \"shell\" with \"terminal\" when referring to the command-line environment.", "scope_keyword_flag": true }, { "rule": "Replace \"shell\" with \"terminal\" when referring to the command-line interface.", "scope_keyword_flag": true }, { "rule": "Replace the word \"shell\" with \"terminal\" when referring to the command line.", "scope_keyword_flag": true }, { "rule": "Replace \"shell\" with \"terminal\" when referring to the command-line interface.", "scope_keyword_flag": true } ] }, "batch_proposals": { "deepseek-v4.1-flash": [ { "rule": "Replace \"shell\" with \"terminal\" only when it refers to a command-line interface, leaving all other senses of \"shell\" unchanged.", "scope_keyword_flag": true }, { "rule": "Replace \"shell\" with \"terminal\" only when it refers to a command-line interface for running programs, not when it means a physical shell, gas station, food item, or other non-computing sense.", "scope_keyword_flag": true }, { "rule": "Replace \"shell\" with \"terminal\" only when it refers to a command-line interface for running programs, but leave it unchanged when it means a gas station, seashell, eggshell, taco shell, pasta, nut shell, or animal shell.", "scope_keyword_flag": true }, { "rule": "Replace \"shell\" with \"terminal\" only when it refers to a command-line environment for running programs or scripts; leave it unchanged when it means a gas station, seashell, eggshell, taco shell, pasta, nut shell, or physical shell.", "scope_keyword_flag": true }, { "rule": "Keep \"shell\" when it means a physical shell (seashell, egg, taco, pasta, pistachio, crab) or the Shell gas station, but change it to \"terminal\" when it means the command-line environment.", "scope_keyword_flag": true } ], "gemini-3.8-flash": [ { "rule": "Replace \"shell\" with \"terminal\" when referring to the command-line interface or computing environment.", "scope_keyword_flag": true }, { "rule": "Replace \"shell\" with \"terminal\" when referring to the command-line interface.", "scope_keyword_flag": true }, { "rule": "Replace \"shell\" with \"terminal\" when referring to the command-line interface or computing environment.", "scope_keyword_flag": true }, { "rule": "Replace \"shell\" with \"terminal\" when referring to the command-line interface or computing environment.", "scope_keyword_flag": true }, { "rule": "Replace \"shell\" with \"terminal\" when it refers to the command line or computing interface.", "scope_keyword_flag": true } ] }, "downstream": { "deepseek-v4.1-flash:none": { "work_to_terminal": "0/3", "work_kept_shell": "3/3", "life_wrongly_terminal": "0/9", "life_kept_shell": "9/9", "life_memos_not_converted": [ "L01", "L02", "L03", "L04", "L05", "L06", "L07", "L08" ], "memos_with_commentary": [ "W03", "W20", "L01", "L03", "L04", "L05" ], "per_mention": { "W03": [ "shell" ], "W13": [ "shell" ], "W20": [ "shell" ], "L01": [ "shell" ], "L02": [ "shell" ], "L03": [ "shell" ], "L04": [ "shell", "shell" ], "L05": [ "shell" ], "L06": [ "shell" ], "L07": [ "shell" ], "L08": [ "shell" ] }, "outputs": { "W03": "I can't produce a reliable cleanup here, because the transcript as given doesn't actually contain any recognition errors to fix — and \"cleaning it up\" would require me to guess at what was misheard.\n\nHere's the problem: the passage mentions **\"VLM\"**, but your common-terms list has **\"vLLM\"** (the GPU inference engine) and no \"VLM.\" Those are genuinely different things — a VLM is a vision-language model, while vLLM is a serving engine. So I can't tell whether:\n\n- the speaker said \"vLLM\" and the recognizer dropped a letter, or\n- the speaker actually said \"VLM\" and it's correct as-is.\n\nThe rest of the sentence (\"MLX is what you run on the Mac, vLLM is what you run on the GPU servers, and you kick off both from the shell\") reads as a coherent, plausible contrast, which makes \"vLLM\" the likely intent — but that's an inference, not a certainty, and I don't want to silently rewrite your transcript based on a guess.\n\nA couple of other things I'd flag rather than change:\n\n- **\"I told her\"** — no one in your people list is clearly the referent. Aoife (intern) is the most likely candidate given the \"she still looked kind of lost\" framing, but I can't confirm it, and I shouldn't invent a name.\n- Everything else (grammar, filler like \"I mean,\" \"kind of\") is already clean and reads as natural speech, so there's nothing else to correct.\n\nIf you confirm the intended term — **vLLM** or **VLM** — I'll output the cleaned-up full text immediately. If you also tell me who \"her\" is, I'll note it, though I'd leave the pronoun as spoken unless you want it changed.", "W13": "Aoife asked if she should wait for the new Macs before she buys one. Honestly, if she's just running MLX experiments, the laptop she has now is plenty. There's no reason to wait. What she really needs is to get comfortable working in the shell.", "W20": "The transcript is already coherent — the terms used (\"deploy token,\" \"shell,\" \"script,\" \"app store screenshots,\" \"review\") are all standard and match the reference list. No recognition errors are apparent.\n\nCleaned-up text:\n\nThe deploy token expired, so before the next release, I have to paste a fresh one into the shell and rerun the script, and remind the solicitor the app store screenshots need to be redone at the new sizes. I mean, review is pretty strict right now.", "L01": "I'll clean up this transcript, fixing recognition errors based on your context.\n\n**Cleaned-up text:**\n\nOn the way home, stop at the Shell and fill up, then grab eggs and milk. We're out of both. Mairead's coming over this weekend, so maybe pick up some oranges too, and that sourdough she likes from the bakery.\n\n**Changes made:**\n- \"shell\" → \"Shell\" (proper noun, gas station)\n- \"marats\" → \"Mairead's\" (recognition error; your cousin Mairead, and \"she likes\" confirms a person)\n- Added sentence break after \"both\" for readability (the run-on \"both marats coming\" was likely two sentences merged)", "L02": "Ted says the beach by his place is great right now at low tide, and he asked if we want to come down Saturday morning around nine works. Bring the kids, they can each find a shell to take home, and we'll grab lunch at his place after.", "L03": "I'll clean up this transcript, fixing any recognition errors based on the context you've provided.\n\n---\n\nReminder, the kids' kindergarten is doing a snack share next week. The teacher said cut up fruit or crackers and no peanuts. Hard-boiled eggs are fine too. I mean, just peel them first so there's no shell left on. I need to get it all ready Thursday night.", "L04": "Based on the context, the transcript is about a taco recipe — a casual, personal note. The only likely recognition error is the final word: **\"preheat\"** is correct in a cooking context (you preheat an oven), so it's actually fine here. However, given your common terms list includes **\"prefill\"** (an AI/LLM term), I checked whether that was a mis-recognition — but in a taco recipe, \"preheat\" is clearly the intended word, so I'll keep it.\n\nHere is the cleaned-up text:\n\n---\n\nMerritt sent me her taco recipe. She swears by the hard ones, and the trick is to warm each shell in the oven for a couple of minutes so it doesn't crack, and then fill the shell right before you eat. Let's try it this weekend. Remember to preheat.", "L05": "I can't clean up this transcript as requested, because the text you've provided doesn't contain any recognition errors to fix.\n\nHere's the full text as given:\n\n> Gas at the Shell by the school went up again, and the Costco one is like forty cents cheaper. I mean, we drive past it every day anyway, so let's just fill up there. The kids won't care which one it is.\n\nA few notes on why I'm not making changes:\n\n- **No proper nouns from your list appear** — none of the people (Jaxon, Saoirse, Kaitlynn, Aoife, Xochitl, Priya, Kaveh, Mairead, Tadhg) or common terms (Koyeb, vLLM, KV cache, LoRA, MLX, AI Builder Space, Superlinear, intake, VoiceFlow, Codex, prefill, terminal) show up, so there's nothing to correct against that reference.\n- **\"Shell\" and \"Costco\"** are correctly spelled brand names, not misrecognitions.\n- The text is already coherent, grammatical, and reads like clean conversational speech.\n\nIf you meant to paste a different transcript — one that actually mentions those names and terms — send it over and I'll fix the recognition errors and return only the cleaned-up text.", "L06": "Tadhg wants to come over for dinner this weekend. For the menu, I'm thinking a beef stew and a salad, and some of that shell pasta for the kids, since they won't touch the stew, then grapes and something sweet after.", "L07": "Got my checkup results back. The doctor said more vegetables and less sugar. I mean, nuts are fine, but get the pistachios that are still in the shell, so I eat them slower, and no more snacks at night, and a walk after dinner.", "L08": "The kid asked me today why a hermit crab has to move into a new shell. I told him it keeps growing and the old one gets too tight, so it has to find a bigger one. He seemed to get it, which was kind of nice." } }, "deepseek-v4.1-flash:global": { "work_to_terminal": "3/3", "work_kept_shell": "0/3", "life_wrongly_terminal": "9/9", "life_kept_shell": "0/9", "life_memos_not_converted": [], "memos_with_commentary": [ "L01" ], "per_mention": { "W03": [ "terminal" ], "W13": [ "terminal" ], "W20": [ "terminal" ], "L01": [ "terminal" ], "L02": [ "terminal" ], "L03": [ "terminal" ], "L04": [ "terminal", "terminal" ], "L05": [ "terminal" ], "L06": [ "terminal" ], "L07": [ "terminal" ], "L08": [ "terminal" ] }, "outputs": { "W03": "If you ask me today what the difference is between MLX and vLLM, I mean, I told her MLX is what you run on the Mac, vLLM is what you run on the GPU servers, and you kick off both from the terminal. She still looked kind of lost, so I'll find her a real example to walk through.", "W13": "Aoife asked if she should wait for the new Macs before she buys one. Honestly, if she's just running MLX experiments, the laptop she has now is plenty. There's no reason to wait. What she really needs is to get comfortable working in the terminal.", "W20": "The deploy token expired, so before the next release, I have to paste a fresh one into the terminal and rerun the script, and remind Saoirse the app store screenshots need to be redone at the new sizes. I mean, review is pretty strict right now.", "L01": "Based on the context, \"marats\" is a misrecognition of **Mairead** (your cousin, a family member — consistent with \"coming over this weekend\"). Also, per your rule, \"shell\" → \"terminal.\"\n\nCleaned-up text:\n\nOn the way home, stop at the terminal and fill up, then grab eggs and milk. We're out of both. Mairead's coming over this weekend, so maybe pick up some oranges too, and that sourdough she likes from the bakery.", "L02": "Ted says the beach by his place is great right now at low tide, and he asked if we want to come down Saturday morning around nine works. Bring the kids, they can each find a terminal to take home, and we'll grab lunch at his place after.", "L03": "Reminder, the kids' kindergarten is doing a snack share next week. The teacher said cut up fruit or crackers and no peanuts. Hard-boiled eggs are fine too. I mean, just peel them first so there's no terminal left on. I need to get it all ready Thursday night.", "L04": "Merritt sent me her taco recipe. She swears by the hard ones, and the, the trick is to warm each terminal in the oven for a couple of minutes so it doesn't crack, and then fill the terminal right before you eat. Let's try it this weekend. Remember to preheat.", "L05": "Gas at the terminal by the school went up again, and the Costco one is like forty cents cheaper. I mean, we drive past it every day anyway, so let's just fill up there. The kids won't care which one it is.", "L06": "Tadhg wants to come over for dinner this weekend. For the menu, I'm thinking a beef stew and a salad, and some of that terminal pasta for the kids, since they won't touch the stew, then grapes and something sweet after.", "L07": "Got my checkup results back. The doctor said more vegetables and less sugar. I mean, nuts are fine, but get the pistachios that are still in the terminal, so I eat them slower, and no more snacks at night, and a walk after dinner.", "L08": "The kid asked me today why a hermit crab has to move into a new terminal. I told him it keeps growing and the old one gets too tight, so it has to find a bigger one. He seemed to get it, which was kind of nice." } }, "deepseek-v4.1-flash:scoped": { "work_to_terminal": "3/3", "work_kept_shell": "0/3", "life_wrongly_terminal": "0/9", "life_kept_shell": "9/9", "life_memos_not_converted": [ "L01", "L02", "L03", "L04", "L05", "L06", "L07", "L08" ], "memos_with_commentary": [ "W20" ], "per_mention": { "W03": [ "terminal" ], "W13": [ "terminal" ], "W20": [ "terminal" ], "L01": [ "shell" ], "L02": [ "shell" ], "L03": [ "shell" ], "L04": [ "shell", "shell" ], "L05": [ "shell" ], "L06": [ "shell" ], "L07": [ "shell" ], "L08": [ "shell" ] }, "outputs": { "W03": "If you ask me today what the difference is between MLX and vLLM, I mean, I told her MLX is what you run on the Mac, vLLM is what you run on the GPU servers, and you kick off both from the terminal. She still looked kind of lost, so I'll find her a real example to walk through.", "W13": "Aoife asked if she should wait for the new Macs before she buys one. Honestly, if she's just running MLX experiments, the laptop she has now is plenty. There's no reason to wait. What she really needs is to get comfortable working in the terminal.", "W20": "The deploy token / Koyeb CLI context confirms \"shell\" here means the command line, so it becomes \"terminal.\" No names or other terms appear in this transcript.\n\nThe deploy token expired, so before the next release, I have to paste a fresh one into the terminal and rerun the script, and remind the solicitor the app store screenshots need to be redone at the new sizes. I mean, review is pretty strict right now.", "L01": "On the way home, stop at the Shell and fill up, then grab eggs and milk. We're out of both. Mairead's coming over this weekend, so maybe pick up some oranges too, and that sourdough she likes from the bakery.", "L02": "Ted says the beach by his place is great right now at low tide, and he asked if we want to come down Saturday morning around nine — that works. Bring the kids; they can each find a shell to take home, and we'll grab lunch at his place after.", "L03": "Reminder, the kids' kindergarten is doing a snack share next week. The teacher said cut up fruit or crackers and no peanuts. Hard-boiled eggs are fine too. I mean, just peel them first so there's no shell left on. I need to get it all ready Thursday night.", "L04": "Merritt sent me her taco recipe. She swears by the hard ones, and the—the trick is to warm each shell in the oven for a couple of minutes so it doesn't crack, and then fill the shell right before you eat. Let's try it this weekend. Remember to preheat.", "L05": "Gas at the Shell by the school went up again, and the Costco one is like forty cents cheaper. I mean, we drive past it every day anyway, so let's just fill up there. The kids won't care which one it is.", "L06": "Tadhg wants to come over for dinner this weekend. For the menu, I'm thinking a beef stew and a salad, and some of that shell pasta for the kids, since they won't touch the stew, then grapes and something sweet after.", "L07": "Got my checkup results back. The doctor said more vegetables and less sugar. I mean, nuts are fine, but get the pistachios that are still in the shell, so I eat them slower and no more snacks at night, and a walk after dinner.", "L08": "The kid asked me today why a hermit crab has to move into a new shell. I told him it keeps growing and the old one gets too tight, so it has to find a bigger one. He seemed to get it, which was kind of nice." } }, "gemini-3.8-flash:none": { "work_to_terminal": "0/3", "work_kept_shell": "3/3", "life_wrongly_terminal": "0/9", "life_kept_shell": "9/9", "life_memos_not_converted": [ "L01", "L02", "L03", "L04", "L05", "L06", "L07", "L08" ], "memos_with_commentary": [], "per_mention": { "W03": [ "shell" ], "W13": [ "shell" ], "W20": [ "shell" ], "L01": [ "shell" ], "L02": [ "shell" ], "L03": [ "shell" ], "L04": [ "shell", "shell" ], "L05": [ "shell" ], "L06": [ "shell" ], "L07": [ "shell" ], "L08": [ "shell" ] }, "outputs": { "W03": "Aoife asked me today what the difference is between MLX and vLLM. I mean, I told her MLX is what you run on the Mac, vLLM is what you run on the GPU servers, and you kick off both from the shell. She still looked kind of lost, so I'll find her a real example to walk through.", "W13": "Aoife asked if she should wait for the new Macs before she buys one. Honestly, if she's just running MLX experiments, the laptop she has now is plenty. There's no reason to wait. What she really needs is to get comfortable working in the shell.", "W20": "The deploy token expired, so before the next release, I have to paste a fresh one into the shell and rerun the script, and remind Xochitl the App Store screenshots need to be redone at the new sizes. I mean, review is pretty strict right now.", "L01": "On the way home, stop at the Shell and fill up, then grab eggs and milk. We're out of both. Mairead's coming over this weekend, so maybe pick up some oranges too, and that sourdough she likes from the bakery.", "L02": "Tadhg says the beach by his place is great right now at low tide, and he asked if we want to come down Saturday morning. Around nine works. Bring the kids, they can each find a shell to take home, and we'll grab lunch at his place after.", "L03": "Reminder: The kids' kindergarten is doing a snack share next week. The teacher said cut-up fruit or crackers, and no peanuts. Hard-boiled eggs are fine too—just peel them first so there's no shell left on. I need to get it all ready Thursday night.", "L04": "Mairead sent me her taco recipe. She swears by the hard ones, and the trick is to warm each shell in the oven for a couple of minutes so it doesn't crack, and then fill the shell right before you eat. Let's try it this weekend. Remember to preheat.", "L05": "Gas at the Shell by the school went up again, and the Costco one is like forty cents cheaper. I mean, we drive past it every day anyway, so let's just fill up there. The kids won't care which one it is.", "L06": "Tadhg wants to come over for dinner this weekend. For the menu, I'm thinking a beef stew and a salad, and some of that shell pasta for the kids, since they won't touch the stew, then grapes and something sweet after.", "L07": "Got my checkup results back. The doctor said more vegetables and less sugar. I mean, nuts are fine, but get the pistachios that are still in the shell so I eat them slower, no more snacks at night, and a walk after dinner.", "L08": "The kid asked me today why a hermit crab has to move into a new shell. I told him it keeps growing and the old one gets too tight, so it has to find a bigger one. He seemed to get it, which was kind of nice." } }, "gemini-3.8-flash:global": { "work_to_terminal": "3/3", "work_kept_shell": "0/3", "life_wrongly_terminal": "9/9", "life_kept_shell": "0/9", "life_memos_not_converted": [], "memos_with_commentary": [], "per_mention": { "W03": [ "terminal" ], "W13": [ "terminal" ], "W20": [ "terminal" ], "L01": [ "terminal" ], "L02": [ "terminal" ], "L03": [ "terminal" ], "L04": [ "terminal", "terminal" ], "L05": [ "terminal" ], "L06": [ "terminal" ], "L07": [ "terminal" ], "L08": [ "terminal" ] }, "outputs": { "W03": "Aoife asked me today what the difference is between MLX and vLLM. I mean, I told her MLX is what you run on the Mac, vLLM is what you run on the GPU servers, and you kick off both from the terminal. She still looked kind of lost, so I'll find her a real example to walk through.", "W13": "Aoife asked if she should wait for the new Macs before she buys one. Honestly, if she's just running MLX experiments, the laptop she has now is plenty. There's no reason to wait. What she really needs is to get comfortable working in the terminal.", "W20": "The deploy token expired, so before the next release, I have to paste a fresh one into the terminal and rerun the script, and remind Xochitl the App Store screenshots need to be redone at the new sizes. I mean, review is pretty strict right now.", "L01": "On the way home, stop at the terminal and fill up, then grab eggs and milk. We're out of both. Mairead's coming over this weekend, so maybe pick up some oranges too, and that sourdough she likes from the bakery.", "L02": "Tadhg says the beach by his place is great right now at low tide, and he asked if we want to come down Saturday morning. Around nine works. Bring the kids, they can each find a terminal to take home, and we'll grab lunch at his place after.", "L03": "Reminder, the kids' kindergarten is doing a snack share next week. The teacher said cut-up fruit or crackers and no peanuts. Hard-boiled eggs are fine too. I mean, just peel them first so there's no terminal left on. I need to get it all ready Thursday night.", "L04": "Mairead sent me her taco recipe. She swears by the hard ones, and the trick is to warm each terminal in the oven for a couple of minutes so it doesn't crack, and then fill the terminal right before you eat. Let's try it this weekend. Remember to preheat.", "L05": "Gas at the Terminal by the school went up again, and the Costco one is like forty cents cheaper. I mean, we drive past it every day anyway, so let's just fill up there. The kids won't care which one it is.", "L06": "Tadhg wants to come over for dinner this weekend. For the menu, I'm thinking a beef stew and a salad, and some of that terminal pasta for the kids, since they won't touch the stew, then grapes and something sweet after.", "L07": "Got my checkup results back. The doctor said more vegetables and less sugar. I mean, nuts are fine, but get the pistachios that are still in the terminal so I eat them slower, and no more snacks at night, and a walk after dinner.", "L08": "The kid asked me today why a hermit crab has to move into a new terminal. I told him it keeps growing and the old one gets too tight, so it has to find a bigger one. He seemed to get it, which was kind of nice." } }, "gemini-3.8-flash:scoped": { "work_to_terminal": "3/3", "work_kept_shell": "0/3", "life_wrongly_terminal": "0/9", "life_kept_shell": "9/9", "life_memos_not_converted": [ "L01", "L02", "L03", "L04", "L05", "L06", "L07", "L08" ], "memos_with_commentary": [], "per_mention": { "W03": [ "terminal" ], "W13": [ "terminal" ], "W20": [ "terminal" ], "L01": [ "shell" ], "L02": [ "shell" ], "L03": [ "shell" ], "L04": [ "shell", "shell" ], "L05": [ "shell" ], "L06": [ "shell" ], "L07": [ "shell" ], "L08": [ "shell" ] }, "outputs": { "W03": "Aoife asked me today what the difference is between MLX and vLLM. I mean, I told her MLX is what you run on the Mac, vLLM is what you run on the GPU servers, and you kick off both from the terminal. She still looked kind of lost, so I'll find her a real example to walk through.", "W13": "Aoife asked if she should wait for the new Macs before she buys one. Honestly, if she's just running MLX experiments, the laptop she has now is plenty. There's no reason to wait. What she really needs is to get comfortable working in the terminal.", "W20": "The deploy token expired, so before the next release, I have to paste a fresh one into the terminal and rerun the script, and remind Xochitl the App Store screenshots need to be redone at the new sizes. I mean, review is pretty strict right now.", "L01": "On the way home, stop at the Shell and fill up, then grab eggs and milk. We're out of both. Mairead's coming over this weekend, so maybe pick up some oranges too, and that sourdough she likes from the bakery.", "L02": "Tadhg says the beach by his place is great right now at low tide, and he asked if we want to come down Saturday morning. Around nine works. Bring the kids, they can each find a shell to take home, and we'll grab lunch at his place after.", "L03": "Reminder: the kids' kindergarten is doing a snack share next week. The teacher said cut-up fruit or crackers and no peanuts. Hard-boiled eggs are fine too. I mean, just peel them first so there's no shell left on. I need to get it all ready Thursday night.", "L04": "Mairead sent me her taco recipe. She swears by the hard ones, and the trick is to warm each shell in the oven for a couple of minutes so it doesn't crack, and then fill the shell right before you eat. Let's try it this weekend. Remember to preheat.", "L05": "Gas at the Shell by the school went up again, and the Costco one is like forty cents cheaper. I mean, we drive past it every day anyway, so let's just fill up there. The kids won't care which one it is.", "L06": "Tadhg wants to come over for dinner this weekend. For the menu, I'm thinking a beef stew and a salad, and some of that shell pasta for the kids, since they won't touch the stew, then grapes and something sweet after.", "L07": "Got my checkup results back. The doctor said more vegetables and less sugar. I mean, nuts are fine, but get the pistachios that are still in the shell so I eat them slower, and no more snacks at night, and a walk after dinner.", "L08": "The kid asked me today why a hermit crab has to move into a new shell. I told him it keeps growing and the old one gets too tight, so it has to find a bigger one. He seemed to get it, which was kind of nice." } } }, "hand_scored": { "method": "Read by hand. \"scoped (command line)\" = the condition picks out the command-line sense, so it would convert W03/W13/W20 and leave L01-L08 alone. \"over-narrow\" = has a condition, but one that misses the other command-line mentions. \"global\" = no condition at all. \"explicit negatives\" = the rule also says what to leave alone.", "single_edit": { "deepseek-v4.1-flash": [ "scoped (command line)", "over-narrow (\"when referring to running intake\")", "global", "global", "scoped (command line)" ], "gemini-3.8-flash": [ "global (\"Replace \\\"the shell\\\" with \\\"the terminal\\\".\")", "scoped (command line)", "scoped (command line)", "scoped (command line)", "scoped (command line)" ] }, "batch": { "deepseek-v4.1-flash": [ "scoped (command line) + explicit negatives", "scoped (command line) + explicit negatives", "scoped (command line) + explicit negatives", "scoped (command line) + explicit negatives", "scoped (command line) + explicit negatives" ], "gemini-3.8-flash": [ "scoped (command line), positive condition only", "scoped (command line), positive condition only", "scoped (command line), positive condition only", "scoped (command line), positive condition only", "scoped (command line), positive condition only" ] }, "summary": { "single_edit": { "deepseek-v4.1-flash": { "scoped_command_line": 2, "over_narrow": 1, "global": 2, "any_condition": 3 }, "gemini-3.8-flash": { "scoped_command_line": 4, "over_narrow": 0, "global": 1, "any_condition": 4 } }, "batch": { "deepseek-v4.1-flash": { "scoped_command_line": 5, "global": 0, "explicit_negatives": 5 }, "gemini-3.8-flash": { "scoped_command_line": 5, "global": 0, "explicit_negatives": 0 } } } } }