24klabs.ai

Generate working automation scripts from natural language requirements.

Summarize articles, documents, and text into key takeaways.

Find bugs, explain errors, suggest fixes.

Extract and structure key information from any document.

Clear explanation of what code does, how it works, and why.

Full Model Context Protocol server architecture design with implementation guide.

Summarize conversation transcripts into decisions, actions, and open questions.

Security, performance, and architecture review with actionable feedback.

Find bugs, explain errors, suggest fixes.

Comprehensive vulnerability assessment with OWASP classification and remediation.

Clear explanation of what code does, how it works, and why.

Fetch a URL and return clean readable text. No LLM, flat rate.

Ask the Time Lord a temporal question

Add/subtract business days to a date, or count working days between two dates. Weekend- and custom-holiday-aware (0=Mon..6=Sun).

Remove duplicate rows from CSV text by all columns or a subset of key columns; returns cleaned CSV plus a report of how many rows were removed.

Column-level statistics for a CSV: inferred type, count, null count, distinct count, min/max/mean for numeric columns, and sample values. One-call data audit.

Convert an amount between currencies at the latest ECB reference rate (Frankfurter, keyless).

Current temperature, wind, humidity, and conditions for any lat/lon (Open-Meteo, keyless).

Resolve A/AAAA/MX/TXT/NS/CNAME records for a domain over DNS-over-HTTPS (Google).

Validate and lint JSON, YAML, CSV, or XML. Returns a valid flag, the line/column of the first error when invalid, and a normalized (re-serialized) copy when valid.

One-call date math: diff two datetimes, add/subtract an interval, epoch<->ISO conversion, and reformatting via strftime.

One call for mean/median/mode, stddev/variance, quartiles/percentiles, z-scores, IQR and z-score outlier flags; optional Pearson correlation and linear regression against a second series.

Compute the keccak256 hash and 4-byte function selector of a signature string, and optionally ABI-decode raw hex calldata given an ordered list of static Solidity types.

Convert amounts between Ethereum denominations (wei, kwei, mwei, gwei, szabo, finney, ether) with exact integer/decimal math -- no float error.

Pull deduped lists of emails, URLs, IPv4 addresses, @mentions and #hashtags out of free text, with counts.

Liquidity, leverage, profitability and efficiency ratios (current, quick, debt-to-equity, ROE, ROA, gross/net margin, interest coverage) from supplied statement line items.

Convert a supplied HTML string to clean Markdown: strips scripts/style/nav, preserves headings, bold, italic, links, lists, code, and blockquotes. No fetch.

Compute md5/sha1/sha256/sha512 (or HMAC with a key) of a string; hex + base64 output.

ISO 13616 mod-97 IBAN validation with per-country length rules, plus SWIFT/BIC structure validation and country/bank-code extraction.

CIDR math for IPv4/IPv6: network, broadcast, netmask, wildcard, prefix, usable host range and count, mask<->prefix, plus optional contains check and subnet split.

Classify an IPv4/IPv6 address: version, public/private/loopback/link-local flags, integer and hex forms, reverse-DNS pointer, and optional CIDR membership test.

Country, city, region, ISP/org, and lat/lon for an IPv4/IPv6 address (ipwho.is, keyless).

Convert a date to its ISO 8601 week-date (year, week number, weekday), ordinal day-of-year, quarter, and days remaining in the year.

Impermanent loss % and hold-vs-LP value for a 50/50 pool from the price ratio (new/old) of the volatile asset; nets optional fees earned to show true LP outcome.

Bidirectional JSON/YAML transcode for config files, Helm values, K8s manifests, and CI workflows. Give the source string plus from/to.

Extract one or many values from a JSON blob by dot/bracket path (e.g. items[2].name, meta.total). Pull just the fields you need instead of shipping the whole object.

Validate a JSON instance against a JSON Schema (draft 7 / 2020-12 subset); returns a valid flag plus per-field errors with codes and JSONPath.

Structural diff of two JSON documents; returns added / removed / changed paths (JSONPath-style) as a patch, plus an equal flag. Ideal for config drift.

Top-N single tokens and two-word phrases by frequency, with stopword removal and normalized weights.

Heuristic token-count estimate for a text (character- and word-based) plus an illustrative per-model input-cost projection for budgeting. Not an exact BPE tokenizer.

Generate deterministic fake test rows from a field->type spec plus a seed (names, emails, phones, addresses, dates, ints, bools). Output JSON, CSV, or NDJSON. Same seed always yields the same data -- reproducible fixtures.

Return a month as a grid of week rows (weeks start Monday or Sunday), plus the weekday of the 1st, the day count, and whether it is a leap year.

Net present value and internal rate of return for a cashflow array (index 0 = t0) at a given discount rate; also payback period and profitability index.

Spell a number in English words: cardinal, ordinal, or currency (dollars and cents) form for checks and invoices.

Deterministically mask emails, phone numbers, credit-card-like numbers, IPv4 addresses, and US SSNs in text. Returns redacted text plus a per-type match count.

Regex-based PII redaction: masks emails, phone numbers, SSNs, credit-card numbers, and IP addresses, returning cleaned text plus per-type counts.

Parse a phone number to E.164, detect its country calling code and region, and validate length against the E.164 standard. Provide a number with a leading + and country code.

Generate a solid-color placeholder image with optional centered text (no input image needed).

Generate a QR code (PNG base64) from text/URL/WiFi/vCard with size and error-correction control.

Convert integers (1-3999) to Roman numerals and Roman numerals back to integers, with strict validation.

Parse a semantic version, compare two versions, test a version against a range (^, ~, >=, <, exact), and compute the next major/minor/patch bump.

Classify text sentiment (positive/negative/neutral) with a score, magnitude, and brief reason.

Compute a 64-bit SimHash fingerprint for content, or compare two texts and return the Hamming distance and a 0-1 similarity score for near-duplicate detection.

Check a post against X/Twitter, LinkedIn, Instagram or Bluesky limits: weighted character count, hashtag/mention/link caps, over-limit flag and a truncation preview.

Full temporal context — 15+ time systems

Word/sentence/syllable counts, reading time, plus Flesch Reading Ease, Flesch-Kincaid, Gunning Fog, SMOG, ARI, and Coleman-Liau grade levels in one call.

Time Lord synthesized interpretation of the current moment

Timezone intelligence — offsets, DST, transitions

Realized PnL, ROI %, and break-even for a position from entry, exit, size, side, leverage and taker/maker fee rate.

Translate text into a target language, preserving tone and formatting.

Parse a User-Agent string into browser, version, engine, OS, device class, and bot/AI-crawler flag (GPTBot, ClaudeBot, PerplexityBot).

Compute the WCAG 2.1 contrast ratio between a foreground and background color and report AA/AAA pass/fail for normal and large text.

Convert XML to JSON (attributes prefixed with @, text as #text, repeated tags become arrays) or JSON back to XML. Give from/to and the source string.

Build a valid RFC 5545 VCALENDAR from a list of events (or a CSV of events). Supports all-day and timed events, RRULE recurrence, location, and display alarms.