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Generate PDF documents from JSON definitions with headings, tables, images, and page numbers. Use file, in-memory, or streaming output, and extend document layouts with custom components and externally managed application state.

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• Generate invoice PDFs from JSON definitions
• Build documents containing tables and images
• Stream generated PDFs through an HTTP response

Add and configure an inspection panel for Vue json-render apps. This skill guides setup and troubleshooting so you can inspect UI definitions, edit state, review action and stream timelines, browse catalogs, and select page elements.

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• Adding an inspection panel to a Vue app
• Inspecting UI definitions and editing state
• Reviewing action and stream timelines

Set up an inspection panel in React json-render apps to examine UI definitions, edit state, and review action and stream timelines. The skill also covers opening or toggling the panel and recording events from React code.

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• Adding an inspection panel to a React app
• Inspecting UI definitions, state, and action history
• Opening or toggling the panel from React code

Debug json-render interfaces with an inspector panel that shows screen specifications, editable runtime state, action history, and streamed updates. Select a rendered page element to locate its definition and investigate display or interaction problems.

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• Investigate missing or incorrectly displayed elements
• Inspect and edit application state at runtime
• Review action results and errors

Build json-render interfaces with 36 ready-made UI components, including forms, tables, and navigation. This skill guides component selection, connects definitions to React implementations, and explains custom components and input validation.

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• Add standard components to a json-render interface
• Build forms with input validation
• Combine ready-made and custom components

Import SaaS data into DuckDB using dlt, a data loading tool, then generate a Wren project with table definitions and relationships. Verify the setup with real SQL queries, or start from an existing DuckDB file.

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• Importing HubSpot or Stripe data for SQL analysis
• Creating a Wren project from an existing dlt DuckDB file
• Generating table definitions and parent-child relationships

Find the Wren CLI workflow for answering data questions, connecting databases or SaaS sources, generating model definitions, adding business metrics, or building a shareable analytics app. Guides are retrieved from the installed CLI version.

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• Set up Wren and connect a database
• Load HubSpot or Stripe data through dlt
• Generate model definitions and add business metrics

Turn a research experiment plan into training and evaluation code, run a small setup check, and launch GPU experiments. Collect initial metrics and update progress records so the results are ready for further review.

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• Implementing experiments from a written plan
• Checking a small run before full GPU experiments
• Collecting baseline and main-method results

Turn mathematical claims into definitions, lemmas, and proofs for Lean 4 and Mathlib. Check proofs with Lean’s trusted core, separately review whether the formal statement matches the original claim, and record verification evidence.

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• Verifying an important lemma with Lean 4
• Breaking a theorem into definitions and supporting lemmas
• Checking proofs for sorry, admit, and unauthorized axioms

Guides you through setting up RWKV, generating text, processing long documents in chunks, and fine-tuning models. Explains how to carry context between steps and compare memory use with Transformer models.

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• Build streaming text generation
• Process long documents in chunks
• Plan RWKV fine-tuning

Audit how advertising platforms, GA4, and app measurement tools assign credit for conversions. Compare event definitions, reporting windows, and duplicate handling to explain discrepancies and produce an evidence-based measurement improvement plan.

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• Investigating discrepancies between Meta and Google conversions
• Checking GA4 against advertising platform reports
• Reviewing app conversion measurement

Build a material contracts disclosure schedule, a contract list attached to a purchase agreement, from diligence findings. Apply the agreement’s inclusion criteria, match its format, flag missing information, and separately track required consents.

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• Selecting contracts that meet the purchase agreement's definition
• Drafting a disclosure schedule from diligence findings
• Flagging missing information and borderline contracts

Design a Trello-style task board with four progress columns, filter controls, and cards showing labels, due dates, assignees, and comment counts. Optional grouped rows organize work by larger initiatives or assignees, with cards styled to look draggable.

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• Designing a task board for a team
• Showing review status alongside task progress
• Grouping tasks by assignee or larger initiative

Continue Python tasks when sandbox execution fails by saving code as a script and running it through run_shell. The workflow covers dependencies, execution checks, and output verification for PDFs, image processing, data analysis, and file operations.

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• Continuing Python tasks after sandbox initialization failures
• Generating PDFs from a saved script
• Running image processing or data analysis through the shell

Identify agent failures that happen before any work starts by checking iteration counts, tool use, artifacts, and logs. Classify these incidents as pre-execution failures and guide investigation toward environment setup, initialization, and resource limits.

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• Investigating agent sessions with zero completed iterations
• Classifying failures before the first tool call
• Routing incidents to infrastructure or platform teams

Writes and reviews Lean 4 proofs, machine-checked arguments for mathematics or specifications. Follows Mathlib conventions to organize definitions and lemmas, fill proof gaps, refactor lengthy proofs, and establish automated checks for unproved claims and style.

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• Formalizing mathematics or specifications in Lean 4
• Filling sorry placeholders in proofs
• Splitting long proofs into reusable lemmas

Helps set up and run cargo-fuzz for Rust projects using Cargo. Guides fuzz testing, which tries varied inputs, from writing test harnesses to detecting memory errors, reproducing crashes, and checking which code was exercised.

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• Adding fuzz tests to a Rust crate
• Generating structured test inputs
• Testing unsafe blocks or foreign-function calls

Hunt for signs of compromise in web and application logs without an initial alert. Establish normal activity, record investigative hypotheses, check source code, and reproduce issues locally before producing incident records and a report.

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• Hunting for compromise without an initial alert
• Tracing related activity across application logs
• Distinguishing attack attempts from successful exploitation

Identify stakeholders before starting outreach or research. Organize supporters, affected groups, and influencers; record resource and approval roles; check overlooked perspectives; and choose two or three people or groups to understand first.

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• Identifying stakeholders at an initiative kickoff
• Choosing whom to recruit for discovery research
• Preparing the stakeholder section of a product requirements document

Guide a team from product positioning and customer problem research to prioritized initiatives and a roadmap. Coordinate validation, stakeholder feedback, and execution planning so the team can connect its strategic direction to concrete work.

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• Establishing direction for a backlog without a clear strategy
• Planning a new product or major initiative
• Revisiting target customers and product differentiation

Quickly look up SaaS financial metrics, including recurring revenue and customer acquisition costs. Get definitions, formulas, benchmarks, and warning signs, plus reminders of which metrics matter when reviewing features, pricing, acquisition channels, or business health.

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• Looking up NRR formulas and benchmarks
• Preparing a SaaS metrics sheet for a business review
• Checking metrics before expanding an acquisition channel

Search ClinicalTrials.gov studies by condition and recruitment status, then receive concise summaries. Use the same client to inspect API field definitions, allowed values, search areas, and field statistics, with an option to save raw responses.

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• Finding recruiting studies for a specific condition
• Getting concise summaries of clinical trial search results
• Checking API field definitions and allowed values

Design key performance indicators for business or product decisions, including definitions, calculations, targets, and measurement plans. Select supporting metrics that explain progress and guardrails that track unwanted effects on quality, cost, or other outcomes.

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• Define success metrics for a product launch
• Choose growth metrics and supporting drivers
• Set an experiment's success metric and guardrails

Gather business context before analysis by checking connected or provided sources for metric definitions, recent changes, and decision background. Produce a focused context note that preserves source references, conflicting evidence, assumptions, and remaining gaps.

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• Clarifying metric definitions before analysis
• Checking recent changes before investigating performance
• Reconciling conflicting sources before writing a report