IOTA for Windows

Skills Library

Skills are add-ons for specific jobs. You start one by typing its slash command in a chat, for example /chart. The skill does the work with tested code, and IOTA writes the reply around the result.

There are two kinds. Skill packages are zips with the skill files that ship with IOTA for Windows, ready to install. .md skill guides are detailed written instructions, by IOTA - Joseph Bryant, that you paste into an IOTA chat or follow yourself. Guides do not install anything. Most skills run offline; the cards say which ones need the internet.

Version 1.2. Updated October 23, 2026. This is the full library. The Skills overview stays on the IOTA home page.

Browse by type

Skill types

Pick a branch to zoom in and show only those skills below. Pick a skill to jump to its card. Arrow keys move between branches, Down opens a branch's skills, and Esc shows the full tree.Skills grouped by type. Pick one to go to its card.

/chartVersion 1.2

Chart

Makes a bar, line, pie, or scatter chart from your data or from a dropped CSV or XLSX file. Saves a PNG in the IOTA theme.

Example: /chart bar of pump runtime by month

  • Everyday
  • Documents and visuals
  • PowerShell edition
  • EXE edition
  • Offline
Requirements
  • IOTA for Windows V1.2 or later
  • Python 3.12 with matplotlib, NumPy, and Pillow (included in the PowerShell edition kit)
  • EXE edition: a Python runtime with the same libraries, set in Settings or found on PATH
Download zip, 16 KB

SHA-256 357af7aedb39fd430dcdfda4376fbb594c5c4cfe8f428c8c25dd763775ecd5b9

/deckVersion 1.2

Slide deck

Builds a 16:9 PowerPoint deck from your request. Layouts include title, bullets, chart, table, and two columns.

Example: /deck five slides on our Q3 results

  • Everyday
  • Documents and visuals
  • PowerShell edition
  • EXE edition
  • Offline
Requirements
  • IOTA for Windows V1.2 or later
  • Python 3.12 with python-pptx, matplotlib, and Pillow (included in the PowerShell edition kit)
  • EXE edition: a Python runtime with the same libraries, set in Settings or found on PATH
Download zip, 18 KB

SHA-256 9990e333b5f4508a666a440da5a3f39c27b7eb8067f1e106049e4595b0d4ba2c

/pdfVersion 1.2

PDF report

Writes a PDF report with headings, text, bullets, tables, and charts. Charcoal pages by default, or white pages for printing.

Example: /pdf printable summary of this chat

  • Everyday
  • Documents and visuals
  • PowerShell edition
  • EXE edition
  • Offline
Requirements
  • IOTA for Windows V1.2 or later
  • Python 3.12 with ReportLab, matplotlib, and Pillow (included in the PowerShell edition kit)
  • EXE edition: a Python runtime with the same libraries, set in Settings or found on PATH
Download zip, 18 KB

SHA-256 2e8e47f4fd5839879c66d33d08e2b3422bd1b72834264228773fe24821bda615

/unitsVersion 1.2

Units and engineering

Converts units and works quick engineering formulas. Code does the math, and the answer shows each step and the conversion factor used.

Example: /units 250 psi to kPa and bar

  • Everyday
  • Data and math
  • PowerShell edition only
  • Offline
Requirements
  • IOTA for Windows V1.2 or later, PowerShell edition
  • Python 3.12 with pint (included in the kit)
Download zip, 21 KB

SHA-256 75051dbad7b8f21e57381f6219cbe3abd942da36d8888772d037270da1d83778

/finVersion 1.2

Finance

Finance math: NPV, IRR, XIRR, payback, loan payments, amortization, CAGR, WACC, break-even, and a simple DCF. Tables save as Excel files with live formulas.

Example: /fin amortization 25000 at 7% for 5 years with a chart

  • Everyday
  • Data and math
  • PowerShell edition
  • EXE edition
  • Offline
Requirements
  • IOTA for Windows V1.2 or later
  • Python 3.12 with XlsxWriter and matplotlib (included in the PowerShell edition kit)
  • EXE edition: a Python runtime with the same libraries, set in Settings or found on PATH
Download zip, 25 KB

SHA-256 7a07bc5296019bf4d6ef805ea2cee0d42bc8ee8073b4c967a56a744320710e81

/ocrVersion 1.2

OCR

Reads the text in images, screenshots, and scanned PDFs. Can also save a searchable copy of a PDF or image.

Example: /ocr searchable

  • Everyday
  • Read and listen
  • PowerShell edition only
  • Offline
Requirements
  • IOTA for Windows V1.2 or later, PowerShell edition
  • Python 3.12 with RapidOCR, ONNX Runtime, OpenCV, pypdfium2, pdfplumber, Pillow, and NumPy (included in the kit)
  • The English PP-OCRv3 OCR model in models\ocr (in the kit, not in this download)
Download zip, 19 KB

SHA-256 cfeedbe899f4ac672588c5a9cf708d1aba786b1cf899577c2d61d9d9ba106efc

/transcribeVersion 1.2

Transcribe

Writes a transcript with timestamps from an audio or video file. Add "notes" for a summary, decisions, and action items.

Example: /transcribe notes

  • Everyday
  • Read and listen
  • PowerShell edition only
  • Offline
Requirements
  • IOTA for Windows V1.2 or later, PowerShell edition
  • Python 3.12 with PyAV (included in the kit)
  • whisper-cli.exe from the kit
  • A whisper speech model, base.en or tiny.en, in models\stt (in the kit, not in this download)
Download zip, 19 KB

SHA-256 b2426ed2ed9a41c685fbc4436d6612bf21158f6aad0a072f478be3236f3d79f8

/diagramPlanned

Diagram

Makes a flowchart or process map and saves it as a PNG.

  • Everyday
  • Documents and visuals
  • Offline
  • Coming soon
Coming soon

Not available to download yet.

/tablePlanned

Table

Pulls tables out of a PDF, DOCX, or XLSX file into CSV or XLSX.

  • Everyday
  • Data and math
  • Offline
  • Coming soon
Coming soon

Not available to download yet.

/summarizePlanned

Summarize

Summarizes a dropped PDF, DOCX, TXT, or MD file.

  • Everyday
  • Read and listen
  • Offline
  • Coming soon
Coming soon

Not available to download yet.

/filesPlanned

Files

Works with the files in a folder you choose.

  • Everyday
  • Files
  • Offline
  • Coming soon
Coming soon

Not available to download yet.

/wpfGuide 1.0

WPF Window Builder

Turn a plain description of a desktop window into a working WPF project: XAML for the layout, C# code-behind or an MVVM view model for the behavior, the IOTA color palette applied, a local build with dotnet, a screenshot of the result, and a loop for change requests.

Example: /wpf a settings window with a theme toggle and a save button

  • Building apps
  • .md skill guide
  • PowerShell edition
  • EXE edition
  • Offline

By IOTA - Joseph Bryant

SHA-256 f0d326325373b962aea3492a4c6a30e8f25ca04701cc2d66023fcc6f72955f5d

/sketch-to-uiGuide 1.0

Sketch to UI

Turn a photo of a paper sketch, a whiteboard drawing, or a screenshot of another app into a working layout. The skill reads the image, lists every region it found, confirms that list with you, and then writes WPF XAML or a single HTML page in the IOTA palette.

Example: /sketch-to-ui whiteboard.jpg as WPF

  • Building apps
  • .md skill guide
  • PowerShell edition
  • EXE edition
  • Offline

By IOTA - Joseph Bryant

SHA-256 0d5c7513c64871babef4c4313d239f3d662aa81cc086acbda8520255fb5ab0d5

/scaffoldGuide 1.0

Project Scaffolder

Create a new project that builds and passes its tests on the first try. Three templates are covered: a WPF MVVM desktop app, an Android app with Jetpack Compose, and a Python command line tool. Each comes with a test project, a README, and a .gitignore.

Example: /scaffold python-cli csvtool

  • Building apps
  • .md skill guide
  • PowerShell edition
  • EXE edition
  • Offline

Network Offline once packages are cached. The xunit test project restores NuGet packages and Android needs one online build to fill the Gradle cache. The Python template works fully offline if pytest is installed.

By IOTA - Joseph Bryant

SHA-256 80059f785ad85a5f7084e53cb08dcbd53038af4dedfbf6387f6456cd63b61829

/fix-buildGuide 1.0

Fix the Build

Run a build or test command, read the errors, make the smallest fix, show the diff, and run it again. The loop stops when the build is green, when the iteration limit is reached, or when a fix would need a decision from you.

Example: /fix-build dotnet test

  • Building apps
  • .md skill guide
  • PowerShell edition
  • EXE edition
  • Offline

By IOTA - Joseph Bryant

SHA-256 0db9b62019f67e4a4f18501b04b2c8db192074e48d0b0f0c40edbef7806e956d

/ps-guiGuide 1.0

PowerShell Script GUI

Wrap an existing PowerShell script in a simple window so people who do not use a console can run it. The skill reads the script's param() block, makes one input per parameter, adds Run and Preview (-WhatIf) buttons, shows output live, and writes a log file for every run. The original script is not changed.

Example: /ps-gui Backup-Folders.ps1

  • Building apps
  • .md skill guide
  • PowerShell edition
  • EXE edition
  • Offline

By IOTA - Joseph Bryant

SHA-256 2c85fda55bdd53eaac1604abf006ec6e04b6e5a60a7cd88b396f6f4b98cdd2bc

/packageGuide 1.0

Windows Installer Packager

Turn a built Windows app into an installer people can double click: an MSI built with the WiX Toolset, or an MSIX package. The skill handles version numbers, Start menu shortcuts, upgrades, and code signing with a certificate you already have.

Example: /package msi for the Release build

  • Building apps
  • .md skill guide
  • PowerShell edition
  • EXE edition
  • Offline

Network First install of the WiX .NET tool needs the internet. Timestamping a signature contacts a timestamp server, which you can skip.

By IOTA - Joseph Bryant

SHA-256 80f29ab885a2c8bf4f53e0fd6fa567fa248de3ec728addf6f63cf6086ba7386e

/repo-mapGuide 1.0

Repository Map

Index a codebase so you can ask "where is X handled?" and get file paths with line numbers, and draw a Mermaid diagram of how folders and modules depend on each other. It uses retrieval (RAG): code is split into chunks, embedded locally, and the closest chunks are passed to the model with their locations.

Example: /repo-map where is login handled?

  • Building apps
  • .md skill guide
  • PowerShell edition
  • EXE edition
  • Offline

By IOTA - Joseph Bryant

SHA-256 37cc81c8b52cba1031be4fae8119cb25936acaa31436b96d1dee94ce5b7ad5b8

/spcGuide 1.0

SPC Charts and Capability

Make statistical process control charts from measurement data: X-bar and R charts for subgroups, or I-MR charts for individual readings. Compute Cp and Cpk against spec limits, flag Western Electric and Nelson rule violations, and save a PNG chart plus a table of results. The numbers are computed in code, not by the language model.

Example: /spc bore.csv spec 24.95 to 25.05

  • Engineering
  • .md skill guide
  • PowerShell edition
  • EXE edition
  • Offline

By IOTA - Joseph Bryant

SHA-256 a4f42fdf424d142525fc49bf7137461673387195c9f49febfc78585d938e5d2d

/fmeaGuide 1.0

FMEA Builder

Build a process or design FMEA (failure mode and effects analysis) with you: list the steps or functions, draft failure modes, effects, and causes, rate Severity, Occurrence, and Detection from 1 to 10, compute RPN, sort by risk, propose actions, and export a formatted XLSX that your team can keep editing.

Example: /fmea process FMEA for the reaming cell

  • Engineering
  • .md skill guide
  • PowerShell edition
  • EXE edition
  • Offline

By IOTA - Joseph Bryant

SHA-256 3ed149202310e1b951eac08335fcd7a88a41cb464685573eaa5423b0fb792908

/rcaGuide 1.0

Root Cause Analysis and 8D

Walk a problem from first report to a closed 8D: define the problem clearly, contain it, find causes with 5 Whys and a fishbone (Ishikawa) diagram, choose and verify corrective actions, and write the 8D report as DOCX or PDF. The skill asks the questions; you and your team supply the facts.

Example: /rca 8D for oversize bores on line 3

  • Engineering
  • .md skill guide
  • PowerShell edition
  • EXE edition
  • Offline

By IOTA - Joseph Bryant

SHA-256 a1a1670a9b1b91b5c2d2d212206068c4005d2bc1fcb7138e16eba4a252f0f91e

/work-instructionGuide 1.0

Work Instruction Writer

Turn notes, a recorded explanation, or an old document into a clear, numbered work instruction: one action per step, key points and reasons, safety callouts placed before the step they apply to, required tools and PPE, photo placeholders, and a revision block with approval lines. Output is a DOCX your document control system can take.

Example: /work-instruction from these notes on the filter change

  • Engineering
  • .md skill guide
  • PowerShell edition
  • EXE edition
  • Offline

By IOTA - Joseph Bryant

SHA-256 d6e374a852e46010e85ad1c6818b3bda76b8004e7408c1c13dc26520df396c25

/skill-makerGuide 1.0

Skill Maker

Create a new skill from a plain description: a skill guide .md in the same format as this one, an optional helper script, and tests for that script. Everything is written to a staging folder first. The skill is copied into your skills folder only after the tests pass and you say yes.

Example: /skill-maker a skill that renames photos by date taken

  • IOTA tools
  • .md skill guide
  • PowerShell edition
  • EXE edition
  • Offline

By IOTA - Joseph Bryant

SHA-256 178bda12afafddc64c1a244aa984bb729f8a8203107e29714c9d2ef4d4c5bc03

/benchGuide 1.0

Local Model Benchmark

Measure how a local model actually performs on your PC: time to first token (TTFT), generation speed in tokens per second, prompt processing speed, and VRAM and RAM use. Then recommend which model size and settings fit your hardware for chat, documents, and code.

Example: /bench Gemma 3 4B and 12B

  • IOTA tools
  • .md skill guide
  • PowerShell edition
  • EXE edition
  • Offline

By IOTA - Joseph Bryant

SHA-256 3ac19d92403cbbb887859bbf798e5c934fb683b30b4d3c1bb53ba60ec44ed9ae

/story-treeGuide 1.0

Story Tree Builder

Plan and write branching dialogue: scenes, characters, choices, and endings stored as a JSON file a game or interactive story can load, plus a visual map of every branch. The skill keeps the tree valid (no dead links, every path reaches an ending) and keeps content safe for work.

Example: /story-tree 15 scenes, 3 endings, a robot on the night shift

  • IOTA tools
  • .md skill guide
  • PowerShell edition
  • EXE edition
  • Offline

By IOTA - Joseph Bryant

SHA-256 9c1b6b0af43c8a6da5c454a36c315eca382f2145a953b20776d444185bcf15c1

/sec-diffGuide 1.0

SEC Filing Diff

Compare two annual reports (Form 10-K) from the same company and show what changed, section by section: new and removed risk factors, changed wording in Management's Discussion and Analysis, and other sections you choose. Filings come from SEC EDGAR or from files you already have.

Example: /sec-diff latest two 10-K filings, risk factors

  • Finance
  • .md skill guide
  • EXE edition only
  • Online

Network Online to fetch from SEC EDGAR. Offline when you supply local files.

Edition EXE edition. Downloading filings from SEC EDGAR needs the internet and the EXE edition's network access. If you already have two 10-K files saved on your PC, the comparison steps themselves run offline in either edition.

Note Not investment advice. The guide builds tools for your own analysis.

By IOTA - Joseph Bryant

SHA-256 4e76966d1619922fbfe464b72e958a65f01192fe0e03819014e5e3f20ee999fd

/dcfGuide 1.0

DCF Model Builder

Build a discounted cash flow (DCF) model as an Excel workbook with every assumption on one sheet, a WACC calculation, a five to ten year free cash flow forecast, a terminal value (Gordon growth or exit multiple), the bridge from enterprise value to equity value per share, and a sensitivity table. All cells are formulas so you can change inputs in Excel.

Example: /dcf five year model from these inputs

  • Finance
  • .md skill guide
  • PowerShell edition
  • EXE edition
  • Offline

Note Not investment advice. The guide builds tools for your own analysis.

By IOTA - Joseph Bryant

SHA-256 8f58f49301e11935decb1e5850a3506b387576a3addfe228bc755254979f6df8

How to

How to install a skill package

Each download is a small zip with the skill's Python files, a skill.json file that describes it, and an INSTALL.txt file with these steps. Model files are not included. The skills in this library are the same files that ship with the V1.2 kit, so you can also use a download to restore or update a skill.

  1. Download the skill. To check the file, open PowerShell in your Downloads folder and run Get-FileHash .\iota-skill-chart-1.2.zip -Algorithm SHA256 with the file name of your download. The result should match the SHA-256 on the skill's card.
  2. Close IOTA.
  3. Back up your skills folder. In the PowerShell edition it is scripts\skills inside the IOTA kit. In the EXE edition it is skills-py next to IOTA.exe.
  4. Open the zip and copy everything inside its files folder into that skills folder. Replace files when Windows asks.
  5. Start IOTA. Open the Developer rail, then Skills, then Check libraries, to confirm the skill's libraries are ready.
  6. Type the slash command in a chat, for example /chart bar of sales by month.

How to use a .md skill guide

A guide is a Markdown text file. It tells the model in IOTA how to do one job step by step, with the commands, code, checks, and safety rules to follow. It is not a compiled program and it does not add a feature to IOTA on its own. Each guide starts with a header that lists the command, the editions it fits, whether it needs the network, and the credit to IOTA - Joseph Bryant.

  1. Download the guide with Download .md, or read it first with View. To check the file, run Get-FileHash .\iota-skill-spc.md -Algorithm SHA256 with the file name of your download and compare it with the SHA-256 on the card.
  2. Open the file in any text editor and copy its text.
  3. Paste it into an IOTA chat, then give your request on the next line, for example /spc bore.csv spec 24.95 to 25.05.
  4. Each guide tells IOTA to show its plan and ask before it changes or overwrites a file. Larger models follow long guides more closely; each guide lists what it needs.

Skills marked PowerShell edition only use tools and model files from the USB kit, such as the OCR and speech models. Replies from AI can be wrong. Check the results before you rely on them.