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Use when adding, modifying, or reordering MLIR passes in the APXM compiler pipeline. Enforces the single pass-list source of truth, the AIS-core ownership rule, and the build-dialect + codegen cadence after .td edits.
Codex 또는 Claude로 설치 이 Prompt를 복사해 Codex, Claude 또는 다른 어시스턴트에 붙여 넣으면 Skill 페이지를 검토하고 설치를 진행할 수 있습니다.
SOC 직업 분류 기준
| name | mlir-pass-development |
| group | Domain |
| description | Use when adding, modifying, or reordering MLIR passes in the APXM compiler pipeline. Enforces the single pass-list source of truth, the AIS-core ownership rule, and the build-dialect + codegen cadence after .td edits. |
| user-invocable | true |
Load _shared/apxm-development-rules.md before broad work.
apxm-core. Compiler passes
consume them; they never define them. See _shared/apxm-development-rules.md.crates/compiler/pipeline/src/passes/pipeline.rs::build_pass_list().
Add or reorder passes only there. Do not register passes elsewhere.After editing any .td file or TableGen-emitted C++ shim:
dekk agents build-dialect # rebuild MLIR (TableGen + C++ + Rust)
dekk agents codegen # regenerate Python frontend bindings
dekk agents test -p apxm-compiler # focused test
After editing a pass source (without touching ops or .td):
dekk agents test -p apxm-compiler
ais-op-design first (the design-before-code
gate) — even before adding the .td entry.build_pass_list(), with a one-line comment
explaining the why (a real reason, never "for plan04" — see
_shared/apxm-agent-operating-rules.md).apxm-core. Never
literal strings in the pass body — see
feedback_attribute_dual_naming for the prior incident.dekk agents ops list.dekk agents validate <sample.json>.dekk agents analyze <sample.json>.apxm-core because "it's only used by this
one pass". It will leak.dekk agents codegen after a .td edit and being confused by
phantom Python frontend errors.add_pass(...) rather than appending
to build_pass_list().Use when changing APXM compiler frontends: Rust AirModule, TypeScript @apxm/frontend, Python apxm, frontend codegen, or Studio/source lowering into AIR.
Use when working on APXM MCP surfaces: the Rust HTTP `/v1/mcp` endpoint, the Rust stdio `mcp-server` binary, or cross-agent MCP registration. Prefer server-owned HTTP MCP for workflow/orchestration control.
Use when rebasing the external/vllm fork onto a new upstream tag, cherry-picking APXM commits, or resolving conflicts in the fork. Covers the G1 build/smoke gate.
Commit gate — runs simplify + finish first, drafts message in repo log style, lints it with dekk agents commit-lint, commits at a clean stopping point, and pushes only when authorized. Never --force. Does not open PRs.
Use when editing conceptual docs under docs/. Gates two shipped failure modes — overclaim (present-tense prose about unwired behaviour) and citation drift (claims with no anchor to shipped code).
Use when registering a new APXM inference backend (cloud, on-prem, or local). Enforces hard-fail-at-config-time resolver behavior.