The write-side inverse of check-pipeline: apply an optimization or correction the Pipeline/ doc (backed by the authoritative notes) describes to the CODE, with diff preview, ground-truth protection, and a control re-run.
EnglishFormat a result, derivation, or numerical value for independent verification by a second model (Claude, Gemini, or a fresh Codex context). Use for a cross-check on an important or contested result.
EnglishPropagate load-bearing changes from workbook.tex to brief.tex (new theorems, corrected formulas, status changes). Use after establishing a new result; not for every edit.
EnglishConfirm a paper actually exists (arXiv / Semantic Scholar / OpenAlex) before citing it. Use before writing any new citation into a .tex, .bib, or .md file.
EnglishPlaybook for the Wolfbook MCP tools — driving the LIVE Wolfram kernel and a .wb/.nb notebook in VS Code from Codex (read/search/edit/run cells, evaluate expressions, checkpoint/restore kernel state, step-debug, look up symbols, find paclets, search INSPIRE/arXiv papers). Use whenever working through the Wolfbook MCP instead of headless wolframscript - pick the right tool, avoid the multi-statement reparse and runCell bridge bugs, and use kernel checkpoints for safe rollbacks. Complements the wolfram-headless skill (which covers headless .wls runs).
EnglishRun heavy headless wolframscript jobs reliably: diagnose the misleading 'license error' (usually a memory crash, not licensing), avoid the literal-Greek .wls silent-corruption bug, and treat kernel errors as stop-and-fix.
EnglishWrite (or refresh) a Pipeline/ doc mapping a big code's data flow, key symbols, and gotchas, so sessions read the map before the (large) source. Use when a load-bearing code has grown too big to hold in context.
English
AGENT SKILLS ATLASIncludes Apply Pipeline, Cross Validate, Sync Brief, and other workflows.
Claude Code
Codex
Cursor
GitHub Copilot
Gemini CLISupported by the Atlas install prompt. Skill-specific requirements vary.
Pack stats
What’s included
Apply Pipeline
The write-side inverse of check-pipeline: apply an optimization or correction the Pipeline/ doc (backed by the authoritative notes) describes to the CODE, with diff preview, ground-truth protection, and a control re-run.
Cross Validate
Format a result, derivation, or numerical value for independent verification by a second model (Claude, Gemini, or a fresh Codex context). Use for a cross-check on an important or contested result.
Sync Brief
Propagate load-bearing changes from workbook.tex to brief.tex (new theorems, corrected formulas, status changes). Use after establishing a new result; not for every edit.
Verify Citation
Confirm a paper actually exists (arXiv / Semantic Scholar / OpenAlex) before citing it. Use before writing any new citation into a .tex, .bib, or .md file.
Wolfbook
Playbook for the Wolfbook MCP tools — driving the LIVE Wolfram kernel and a .wb/.nb notebook in VS Code from Codex (read/search/edit/run cells, evaluate expressions, checkpoint/restore kernel state, step-debug, look up symbols, find paclets, search INSPIRE/arXiv papers). Use whenever working through the Wolfbook MCP instead of headless wolframscript - pick the right tool, avoid the multi-statement reparse and runCell bridge bugs, and use kernel checkpoints for safe rollbacks. Complements the wolfram-headless skill (which covers headless .wls runs).
Wolfram Headless
Run heavy headless wolframscript jobs reliably: diagnose the misleading 'license error' (usually a memory crash, not licensing), avoid the literal-Greek .wls silent-corruption bug, and treat kernel errors as stop-and-fix.
Write Pipeline
Write (or refresh) a Pipeline/ doc mapping a big code's data flow, key symbols, and gotchas, so sessions read the map before the (large) source. Use when a load-bearing code has grown too big to hold in context.
Quick start
- Choose your skills. Select individual skills above, or choose the entire pack.
- Copy the install prompt. Use Copy install prompt above the list.
- Send it to your agent. Paste into your coding agent’s chat. Your agent reviews the source and guides the setup.
Try it with your agent
After installation, start with a request like:
Use the Apply Pipeline skill to help with my task.
Ask me for the context you need before getting started.Requirements & license
- A coding agent that can access your project files and install skills.
- Your agent checks each skill’s instructions, dependencies, and permissions during setup.
- Reported license for the skills shown: MIT. The author’s terms apply.