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Author or refine workspace-local skills (SKILL.md) so future turns load concise, agent-oriented procedures.
Install with Codex or Claude Copy this prompt, paste it into Codex, Claude, or another assistant, and let it review the skill page and install it for you.
Based on SOC occupation classification
MaxEvolve Triton/PyTorch to JAX/Pallas porting with GpuToJax 12-step pipeline, interpret=True validation, MAP-Elites evolution, and Colab/SSH hardware profiling.
Manage Google Colab sessions and execute code on remote Colab VMs via the colab-cli.
Use when you need to generate a synthetic dataset. You can use Afterimage Python package to create, conversational, tool-calling, multi-choice questions, or other types of structured output datasets for SFT, or preference data for DPO.
Schedule deferred or recurring work via the isanagent cron tool—add/remove jobs with correct runtime context fields.
Configure long wall clocks and use execution_run_background + job polling for ML or hours-long runs without blocking the agent loop.
Run numeric or ML code through isanagent execution tools without flooding context—artifacts, incremental runs, sandbox paths.
| name | skill-creator |
| description | Author or refine workspace-local skills (SKILL.md) so future turns load concise, agent-oriented procedures. |
Use this when you need a durable procedure (checklist, tool order, project conventions) that should apply across sessions without pasting the same instructions every time.
workspace/skills/<skill-name>/SKILL.md relative to the onboarded workspace root (same tree the load_skill_instructions tool indexes).SKILL.md. Avoid scattering extra markdown unless it is truly shared assets.Every SKILL.md must start with YAML:
name: short identifier, usually matches the directory.description: one line, optimized for skill search—describe when another model should load this using concrete triggers (tools, file types, error symptoms), not marketing language.Optional keys (requires, always, …) follow the same conventions as built-in templates—omit unknown keys.
execution_run, glob_files, …).AGENTS.md—reference it for global behavior.SKILL.md if present; minimally extend rather than rewriting unrelated sections.always: false (default) so it only loads when search matches.