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Validate spreadsheet sources before running Python scripts to transform data, update multiple sheets, or apply formatting. Check required data first, try backup sources when needed, and report errors clearly if processing cannot proceed.
Process Excel files with Python after checking that input files and source URLs are accessible. The workflow covers data transformations, formulas, and formatting, with alternative sources and error logs when access fails.
Continue regulatory research when official sources cannot be accessed. The skill uses alternative sources or established regulatory knowledge to draft summaries and checklists, while documenting limitations and identifying the need for verification against current official requirements.
Set up OSS-Fuzz for an open-source project and test it locally. Prepare configuration and build files, run fuzz tests that probe code with varied inputs, reproduce reported crashes, and inspect which code the tests reach.
Build a graph of functions and calls across multiple programming languages to investigate entry points, paths to sensitive operations, and potential impact. Use the results to prioritize security reviews and connect external findings with source code.
Coordinate CAD and source assets through conversion to USD, a 3D scene format, material and physics assignment, and SimReady checks. Produce stage reports, with preview rendering and validated delivery packages when requested.
Turn recent X bookmarks into quote-post drafts with source links. The skill studies up to 100 recent posts by the author to match their voice, then organizes suggestions into a dated queue for review and revision.
Create summaries, briefings, literature reviews, or comparisons from workspace files. Organize findings by topic, support claims with short quotations and file references, and produce a Markdown report with a list of cited sources.
Prepare a finished research report for delivery by converting footnotes into numbered citations, merging sources with the same URL, and appending references. It also uses outline data to organize the summary and contents, while flagging unresolved citations.
Investigate .NET app crashes on Apple platforms by converting runtime addresses in .ips logs into function names, source files, and line numbers. It locates matching debug symbols and supports retrieving logs from connected iOS devices.
Integrate files generated during MSBuild into compilation or build output. Address missing generated source and content by choosing target timing, using the configured intermediate directory, and registering files so Clean can remove them.
Guide a bug bounty investigation from scope checks and asset discovery to vulnerability testing, impact validation, and report writing. Covers web applications, source code, and AI features, with an emphasis on reproducible evidence of real harm.
Turn supplied ideas and source material into LinkedIn drafts ready to copy and paste. Organize professional insights, real experiences, and resource announcements into readable posts while preserving facts and keeping verification notes separate.
Model queues, production lines, logistics, and other systems that share limited resources in Python. Use discrete-event simulation, which advances through individual events, to measure waiting times, resource use, and throughput when comparing staffing or equipment levels.
Research online topics by dividing questions among delegated agents, each handling a separate subtopic. Saves the plan and findings, then combines multiple web sources into a cited response that identifies gaps and limitations.
Turn existing research notes into an authoritative knowledge article after a team has made its decision. Records the outcome, rationale, trade-offs, and rejected alternatives while preserving source notes and links showing which documents the article replaces.
Collect product feedback, usage data, runtime errors, and issue reports from configured sources. Classify and group findings with supporting evidence, then apply separate project rules for implementing fixes, requesting clarification, or closing reports.
Verify BB workflows in an isolated development app using browser interactions and the matching source CLI. Select relevant checks, collect screenshots and persisted-state evidence, and report passes, failures, untested cases, and blockers separately.
List packages installed in a Unity project with their names, versions, sources, and descriptions. Filter by source or keyword, or show only direct dependencies—the packages explicitly listed in the project manifest.
Compare your notes with an expert's essays, talks, or interviews on a chosen topic. Receive exact quotes, source file locations, and an analysis that identifies connections and at least one gap in your thinking.
Turn a research question into a focused DeepAPI request and save the findings as a Markdown report with source links. For longer reports, research subquestions separately and combine their answers and sources into one file.
Collect GitHub activity and local git history as evidence for investigations, then save, filter, and share it as JSON. The skill also supports recovering deleted content from archives and checking stored evidence against its original sources.
Prepares Claude Code or OpenAI Codex for in-depth research with hyperresearch, then hands the request to a structured workflow for research reports, literature reviews, and analysis using multiple sources with verified citations.
Investigate web topics through repeated searches, page visits, link following, and evidence checks. Produce a structured report with source records, working notes, and an action log that lets readers review how findings were reached.