DoesItLocal

Score the task, not the model

Does it run local?

Look up a task and get one honest verdict: can a local LLM safely do it, which model clears it, and what to use instead when none can.

23 tasks · Recently updated

Safe Summarize a meeting transcript Condense a call transcript into decisions, action items, and owners. Gemma 3 12B Jun 29, 2026
Safe Extract structured fields from an invoice Pull vendor, date, line items, and total from a PDF/email invoice into JSON. Gemma 3 12B Jun 28, 2026
With a check Write a unit test for a pure function Given a small pure function, generate a passing test suite covering its branches. Qwen 2.5 Coder 7B Jun 27, 2026
Needs bigger Solve a multi-constraint scheduling problem Given people, rooms, and hard/soft constraints, produce a valid conflict-free schedule. Fallback: DeepSeek-V3 Jun 26, 2026
Needs bigger Explain a stack trace and the likely cause Read an exception traceback and name the probable root cause. Fallback: DeepSeek-V3 Jun 26, 2026
With a check Redact PII from a support transcript Remove or mask every piece of personal data — names, emails, phone numbers, addresses, account and card numbers — from a customer support chat transcript. Qwen 2.5 14B Jun 26, 2026
More data Draft a contract indemnification clause Write an enforceable indemnification clause tailored to a described deal. No safe model yet Jun 25, 2026
With a check Rewrite a paragraph to a 6th-grade reading level Simplify a passage to a target U.S. grade-6 reading level while preserving all factual content. Qwen 2.5 7B Jun 24, 2026
With a check Produce JSON conforming to a given schema Emit JSON that validates against a supplied JSON Schema with no extra or missing keys. Qwen 2.5 7B Jun 21, 2026
With a check Scale a recipe with unit conversions Multiply ingredient quantities by a factor and convert to target units (cups, grams, ml). Qwen 2.5 7B Jun 19, 2026
With a check Translate UI strings to Spanish keeping placeholders intact Translate a JSON/PO file of English UI strings to Spanish without altering interpolation placeholders or markup. Qwen 2.5 14B Jun 18, 2026
With a check Add type annotations to an untyped Python function Infer and insert PEP 484 type hints on an existing function. Qwen 2.5 Coder 7B Jun 17, 2026
With a check Classify a support ticket by topic and urgency Assign an incoming support ticket to one topic from a fixed taxonomy and one of four urgency levels. Gemma 3 4B Jun 17, 2026
With a check Write a SQL query from a natural-language question over a known schema Turn a plain-English data question into a SQL query against a provided table schema. Qwen 2.5 Coder 7B Jun 17, 2026
With a check Summarize the key statistics and outliers in a CSV Read a CSV and produce a prose summary of its distributions, key stats, and outlier rows. Qwen 2.5 7B Jun 17, 2026
With a check Draft a professional email reply from a short brief Turn a one-line intent plus the email being answered into a polished, send-ready reply. Qwen 2.5 7B Jun 17, 2026
With a check Write release notes from a changelog or diff Convert a raw git log, merged-PR list, or diff into grouped, human-readable release notes. Qwen 2.5 7B Jun 17, 2026
With a check Order steps into a correct dependency sequence Reorder a shuffled list of steps so every prerequisite comes before the step that needs it. Qwen 2.5 7B Jun 17, 2026
With a check Generate a regex from a plain-English description Turn a written matching rule into a working regular expression. Qwen 2.5 Coder 7B Jun 14, 2026
With a check Extract action items and owners from an email thread Pull the open action items, each with its assigned owner and any due date, out of a multi-message email thread. Qwen 2.5 7B Jun 14, 2026
Safe Proofread and fix grammar without changing meaning Correct spelling, grammar, and punctuation in a passage while preserving the author's wording and intent. Gemma 3 4B Jun 14, 2026
With a check Solve a multi-step arithmetic word problem Turn a 3-5 step quantitative word problem into a single correct numeric answer. DeepSeek-R1-Distill-Qwen 7B Jun 14, 2026
With a check Reformat records into a strict output template Rewrite each input record into a fixed line template, same fields, same order, every time. Qwen 2.5 3B Jun 14, 2026

🟢 Safe for local

🟡 Local with a check

🔴 Needs a bigger model

🔶 Needs more data

Prototype data — verdicts are illustrative, not yet eval-verified. Read the introduction, or learn how to read a verdict. 3 safe · 17 with a check today.

Built by Sam Carlton