Build and ship software, page 2
331 free AI skills and workflows for this job.
- Low-memory fine-tuning guide: Give it a big model and your GPU size. Get a fine-tune that trains under 1 percent of the model and fits.
- Machine fault feature extractor: Give it vibration or sensor signals from a motor or pump. Get features ready for fault detection.
- Machine learning pipeline builder: Describe your data and goal. Get a repeatable pipeline from data prep to training, checks and release.
- Machine vision inspector builder: Describe the inspection job. Get a system that finds defects, counts parts or measures them.
- Major upgrade planner: Name the package to upgrade. Get a staged plan that checks what breaks and tests each step.
- Make a code change in small tested steps with AI: Describe the change you want. Get a test list, a change split into small steps and rules for your AI coding helper.
- MATLAB app builder: Describe the app you need. Get a working MATLAB app, built from a chosen layout.
- MATLAB camera capture helper: Say which camera. Get it connected and images or video captured in MATLAB.
- MATLAB chart maker: Describe the chart. Get working code for line, bar, heatmap or surface plots, with labels and layout.
- MATLAB database helper: Say which database and table. Get working code to read, filter, write and update rows from MATLAB.
- MATLAB docs lookup helper: Ask how a MATLAB function works. Get the right syntax from the official docs, with fewer wrong guesses.
- MATLAB help text writer: Give it a MATLAB function. Get clear help text with a summary line, syntax lines and See Also links.
- MATLAB package installer: Name the package. Get it installed, updated or removed, with dependency errors sorted.
- MATLAB project setup helper: Say how your project is laid out. Get a matlab.toml with paths, dependencies and scripts set up.
- MATLAB to C converter: Give it MATLAB code. Get C, C++ or CUDA code that is checked and tuned for speed.
- Medical scan reader: Give it DICOM, NIfTI or NRRD scans. Get them read, listed and ready to use in MATLAB.
- Migration planner: Name the old system or feature. Get a plan to retire it and move users over without breaking them.
- Mixed-signal waveform analyzer: Give it circuit waveform data. Get phase noise, jitter, timing and ADC accuracy measured.
- Mixture of experts trainer: Name your compute budget and goal. Get code to train a large model that only uses part of itself per word.
- Mobile data fetching coder: Describe the data your app needs. Get fetch, cache, retry and offline code for React Native with Expo.
- Model decision explainer: Give it a trained model. Get which inputs matter, why it made each call, and where it goes wrong.
- Model merger: Give it two or more tuned models. Get one model that blends their skills, with no new training.
- Model preference tuning guide: Give it a model and examples of good and bad answers. Get a model tuned to answer the way you prefer.
- Model settings tuner: Give it a model and a compute budget. Get a tuning plan and the best settings found.
- Model size reducer: Give it a large model. Get a 4-bit copy that is about 3 times faster and fits on a smaller GPU.
- Model training builder: Describe your data and goal. Get training code with data loading, checks and saved checkpoints.
- Model training recipe finder: Say what you are training. Get the right settings, a safe training loop and a checklist for when the loss goes wrong.
- Module design coach: Name the part you want to improve. Get a simpler design with clear boundaries that is easier to test.
- Monorepo helper: Point it at a monorepo. Get what a change affects and the tests to run, in Turborepo, Nx or pnpm.
- Monthly technical debt review: Point it at your code each month. Get new debt found, last month's clean-up checked and the next small fixes ranked.
- Multi-agent system planner: Describe the job. Get a choice of supervisor, swarm or handoff design for several agents, with the trade-offs.
- Multi-GPU training setup helper: Give it a training script. Get it running on one GPU, many GPUs or several machines with a few added lines.
- Multi-session build plan writer: Give it a big build request. Get a plan in your repo that any fresh agent can pick up and finish.
- Neural network trainer: Give it data and a goal. Get a neural network trained, tested and exported, with old code moved to current methods.
- New teammate guide writer: Point it at a codebase. Get an onboarding guide for new engineers, leads or contractors.
- Nextflow pipeline builder: Describe your data steps. Get a Nextflow or nf-core pipeline built, run and fixed when it fails.
- NI-DAQmx call translator: Paste a DAQmx C call. Get the correct MATLAB calldaqlib call with argument types fixed.
- No-code model trainer: Give it a data table. Get models trained and compared in the Learner apps, and the best one exported.
- Node.js code advisor: Describe your Node.js project. Get picks for framework, async style and structure, with the reasons.
- Noise level code helper: Say your SNR target. Get noise added right, with SNR, Eb/No and Es/No converted correctly.
- NoSQL data modeler: Describe your queries and scale. Get a Cassandra or DynamoDB table design that avoids hot partitions.
- OFDM system builder: Describe your OFDM link. Get a correct simulation using the proper modulation functions.
- OPC UA client connector: Name an industrial server. Get MATLAB connected securely and its nodes browsed.
- OpenAI docs guide: Ask how to build with OpenAI. Get current answers with citations and the right model for the job.
- Optical system designer: Describe the lens setup. Get an optical system built, traced, toleranced and tuned in MATLAB.
- Optimization problem solver: Describe what to minimise and your limits. Get the problem set up, solved and the result checked.
- Oracle behavior baseline test writer: Share your Oracle data access code. Get tests that record what the code does before you change databases.
- Oracle migration risk reviewer: Share your migrated code. Get Oracle and PostgreSQL behavior gaps checked before release.
- Oracle migration test planner: Share your data access code. Get test scope and parity checks for an Oracle to Postgres migration.
- Oracle migration test project builder: Share your .NET solution. Get an xUnit test project with database rollback and migration test setup.
- Oracle stored procedure migrator: Share your Oracle procedures. Get PostgreSQL code with changed behavior and checks called out.
- Oracle to Npgsql code migrator: Share your .NET data access code. Get PostgreSQL changes for drivers, queries and database calls.
- Oracle to Postgres program planner: Share your .NET solution. Get a project inventory, migration scope and a master plan to track the work.
- Outside AI model importer: Give it a PyTorch, ONNX or Keras model. Get it loaded into MATLAB and ready to run.
- Parallel branch manager: Start several tasks at once. Get a separate git worktree for each, with its own ports and clean-up.
- Parallel cluster finder: Ask what parallel clusters you can use. Get a list, with profiles checked and set as default.
- Parallel worker setup helper: Give it code that fails on workers. Get paths, variables and shared objects set up on each worker.
- PCB circuit combiner: Give it several RF PCB parts. Get them cascaded with extra parts added and S-parameters exported.
- PCB coupler designer: Name the band and split. Get a power divider or coupler designed and its response plotted.
- PCB design optimizer: Set a goal such as wider bandwidth or smaller area. Get PCB sizes tuned by search to meet it.
- PCB Gerber exporter: Give it a finished PCB design. Get Gerber files with connectors, ready to send to a maker.
- PCB layout file reader: Give it a Gerber, ODB++ or Allegro file. Get its nets, layers and stack listed and ready to use.
- PCB material setup helper: Name your board material. Get a substrate, conductor and layer stack set up with loss included.
- PCB passive part designer: Say which part you need, such as an inductor or balun. Get it designed and checked.
- PCB power network checker: Give it a PCB layout. Get voltage drop, current density and rule checks on its power nets.
- PCB RF filter designer: Give it pass band and rejection needs. Get a PCB filter designed and its response plotted.
- PCB signal loss analyzer: Give it a PCB design. Get S-parameters, insertion loss and fields computed with the right solver.
- PCB trace designer: Give it impedance and layer needs. Get microstrip, stripline or paired traces sized and checked.
- PCB via modeler: Describe a via transition. Get a via modeled with pads and return vias and its signal quality checked.
- Phoenix AI app tracer: Give it your AI app. Get traces of every step, plus tests that score answers and spot failures.
- Physics simulation builder: Describe the part and its loads. Get a finite element model built, solved and plotted.
- PI asset finder: Give it a tag name or description. Get the matching PI data points found from MATLAB.
- Picture chat assistant builder: Give it images and questions. Get a chat that describes pictures and answers questions about them.
- Plan Oracle to Postgres with proof: Share your .NET data access code. Get migration scope, baseline tests and a review of database behavior risks.
- PLL circuit modeler: Give it a PLL datasheet. Get a working phase-locked loop model with the right solver set.
- Point cloud aligner: Give it two 3D scans. Get them lined up and merged, with the right method chosen and tuned.
- Point cloud file handler: Give it a lidar file. Get it read or saved in the right format, with its point details kept.
- Postgres performance tuner: Give it your queries or schema. Get Postgres fixes for speed, indexes and security, ranked by impact.
- Postgres query tuner: Share your queries or schema. Get faster Postgres with better indexes, types and settings, ranked by impact.
- Postgres schema designer: Describe your data. Get a Postgres schema with the right types, keys, indexes and rules for speed and safety.
- Postman collection maker: Describe your API or paste cURL commands. Get a Postman collection file that imports and runs straight away.
- Prediction feature picker: Give it a data table and a target. Get the best input columns chosen, tested and delivered as a clean table.
- Process and behavior change planner: Paste a messy change. Get tidy-up steps and new-behaviour steps, each small enough to review alone.
- Product lifetime analyst: Give it failure or test data. Get life curves, failure rates and confidence ranges, worked out in MATLAB.
- Project glossary writer: Talk through your project's terms. Get a glossary and decision records so everyone uses the same words.
- Project memory keeper: Work on a codebase. Get a notes folder of decisions, design and rules that any AI can read later.
- Prompt attack detector: Point it at your AI app's inputs. Get a small filter that flags tricks and hidden instructions before they land.
- Protobuf compatibility reviewer: Share your schema change. Get wire compatibility risks, rollout hazards and safe field changes.
- Pull request description writer: Commit your branch. Get a clear pull request that says what changed, why, and what reviewers should check.
- Pull request writer: Give it your changes. Get a clear pull request description a reviewer can follow.
- Pure function refactoring planner: Paste a messy function. Get its hidden state listed, a safer version that uses only its inputs, and tests.
- Radar detection simulator: Give it a radar datasheet. Get a simulated scene, fixes for missed detections and result plots.
- Radar waveform designer: Give it radar or sonar needs. Get a chosen waveform, its settings and plots of how well it performs.
- Radio transmit and capture helper: Give it a test signal. Get it sent over the air and the received IQ data captured.
- RAG pipeline designer: Describe your documents. Get chunking, embedding and vector database choices, with ways to test results.
- React app structure planner: Point it at a React or React Native app. Get a clear folder layout and rules for what may import what.
- README and decision interviewer: Answer a few quick questions at a time. Get a README and short decision records that hold your plans.
- Release notes writer: Point it at your commits. Get tidy release notes and the right version bump from Conventional Commits.
- Rented GPU server setup helper: Say what you need to train. Get a rented GPU server chosen, set up, loaded with your files and shut down after.
- REST API designer: Describe what your service does. Get a clean REST API plan with routes, status codes, paging and docs.
- RESX generated code migration helper: Share your resource files and project. Get a move from checked-in designer files to a source generator.
- RF system modeler: Give it S-parameter files or a spec. Get RF chains modeled, with gain, noise and stability checked.
- Road map author: Describe the road layout. Get lanes, junctions, signs and signals built as a RoadRunner HD map.
- Road map converter: Give it a Lanelet2 map. Get a RoadRunner HD map built from it, ready for simulation.
- Road scene importer: Give it a map file. Get it loaded into RoadRunner as a driving scene you can check by eye.
- Robot arm modeler: Name your robot arm. Get a MATLAB model ready for moves, reach checks and drawing.
- Robot arm motion planner: Give it a start and goal pose. Get a smooth path and timed moves for the arm.
- Robot model fine-tuner: Give it your robot data. Get a pi0 robot model fine-tuned on it, and a server that runs it.
- Roslyn analyzer and fix builder: Describe a C# code rule. Get an analyzer, code fix and tests for the cases it should catch.
- SaaS starter builder: Describe your app. Get a Next.js project with sign-in, database, billing, API routes and a dashboard.
- Safe shutdown code writer: Point it at your server or worker. Get code that finishes live work and exits cleanly when stopped.
- Sequencing pipeline runner: Point it at sequencing data or a public set. Get an nf-core pipeline run for RNA-seq, variants or ATAC-seq.
- SerDes link modeler: Describe a high-speed serial link. Get a model with equalizers tuned and eye diagrams plotted.
- Serverless Redis cache builder: Share your serverless app. Get Redis caching or rate limits over HTTP with the required setup explained.
- Session to script exporter: Ask to save your session. Get one clean MATLAB script that reruns the work from start to end.
- Setup wizard builder: Describe a manual setup job. Get a script that walks you through each step and saves what you enter.
- Shopify app builder: Say what your Shopify app should do. Get a working app with admin screens, sign-in and extensions.
- Shopify checkout customizer: Say what checkout should add, such as a field or upsell. Get working checkout extension code.
- Shopify data connector: Say what store data to read or change. Get working Shopify GraphQL queries, with paging and rate limits handled.
- Signal data cleaner: Give it raw signals. Get gaps filled, drift removed, noise cut and labels added for analysis.
- Signal feature extractor: Give it signals. Get time and frequency features ready for analysis or machine learning.
- Signal spectrum analyzer: Give it a signal. Get its frequency content, peaks and bandwidth worked out with the right method.
- Simple code coach: Write code with it. Get assumptions stated, the smallest change made and only what you asked for.
- Simple software designer: Give it code or a design. Get complexity spotted and simpler, deeper modules suggested. Uses A Philosophy of Software Design.
- Single-cell deep learning analyst: Give it single-cell data. Get your datasets merged, batch effects fixed and cell types found with scvi-tools.
- Slack bot builder: Say what the bot should do. Get a Slack app with commands, events and rich messages.
- Small model trainer from a big one: Name your large model. Get a plan and code to teach a smaller, cheaper model to match it.
- Small-device AI deployer: Give it a trained AI model and a target chip. Get lean code that runs the model on that hardware.
- Small-sample pipeline builder: Describe a data or AI workflow. Get it working end to end on a tiny sample, then scaled with cost checks.
- Snowflake data builder: Describe your data job. Get Snowflake SQL, pipelines and tuning that follow good practice.
- Snowflake SQL helper: Describe your data job. Get Snowflake SQL, pipelines and AI function calls that follow its rules.
- Software structure planner: Give it your codebase. Get a plan to keep business rules apart from frameworks and databases. Uses the Clean Architecture method.
- Source-based researcher: Ask a question. Get answers from trusted primary sources, saved as a Markdown file in your project.
- Spec builder: Give it a spec and tickets. Get the work built in code, tested and reviewed.
- Spec to acceptance builder: Describe a big software request. Get an approved spec, a controlled build and proof it meets the criteria.
- Spec to starter repo builder: Give it a written spec. Get a new project folder with the structure, setup and first working code.
- Spec writer: Talk through your idea. Get the conversation turned into a spec and posted to your issue tracker.
- Spectral image analyst: Give it a hyperspectral or satellite image. Get it cleaned, unmixed and checked for targets or anomalies.
- SQL change impact investigator: Name the SQL object you plan to change. Get its callers and downstream dependencies before editing.
- SQL query helper: Describe the data you need. Get a tested SQL query, a faster version, or a migration.
- Store rules builder: Say the discount, shipping or payment rule you want. Get a working Shopify Function that runs it.
- Stripe payments builder: Say how you charge. Get Stripe checkout, subscriptions and webhooks built safely, with test steps.
- Structured data extractor: Say what fields you need. Get code that pulls them from AI replies as checked data, retrying on errors.
- SwiftUI code reviewer: Give it your SwiftUI code. Get it written, reviewed or refactored with current APIs and fewer speed traps.
- Symbolic math coder: Describe the equation. Get exact solutions worked out in MATLAB, and turned into fast numeric functions.
- System design planner: Describe what you are building. Get an architecture choice with diagrams and the trade-offs behind it.
- System model estimator: Give it input and output data. Get a fitted model of how the system behaves, with fit checks.
- Task breakdown planner: Give it a spec. Get small, ordered tasks, each with a clear way to check it is done.
- Tech debt prioritiser: Point it at your code. Get a ranked list of debt that slows you down, with cost and small fixes.
- Tech debt tracker: Point it at your code. Get debt found, scored by severity and ordered into a clean-up plan.