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Get Started Free →Use when creating Codex, Claude Code, Gemini CLI, Cursor, or AGENTS.md runtime adapters from one canonical agent core. Use whenever a generated repo needs multiple AI runtimes without duplicating instructions.
| Test case | Without → With | Effect | Δ tokens | Δ turns |
|---|---|---|---|---|
| case-03 | ✗→✓ | ▲ Improved | -29% | 0% |
| case-04 | ✗→✓ | ▲ Improved | -56% | 0% |
| case-06 | ✗→✓ | ▲ Improved | -77% | 0% |
| case-07 | ✗→✓ | ▲ Improved | -52% | 0% |
| case-08 | ✗→✓ | ▲ Improved | -75% | 0% |
AGENTS.md is canonical..claude/, .codex/, .gemini/, .cursor/, and root skills/ are thinadapters or mirrors.
.agentlas/global-commands.json records the command each adapter exposes.AGENTS.md.portable and each adapter maps it into local conventions.
commands/<slug>.md..claude/commands/.GEMINI.md plus .gemini/commands/<slug>.toml.AGENTS.md with the command alias documented.Other measured skills in the registry, with their headline benchmark lift.