tile-ai/TileOPs

add-manifest

Generate or re-align one `src/tileops/manifest/` entry from a reference-API docs URL. Caller provides the manifest key (`op_name`); skill writes that one entry. Idempotent.

scaffold-op

Scaffold a new T2 (L1-direct) Op file from a single `src/tileops/manifest/` entry by following the 7-step playbook in docs/design/ops-design.md. Emits the 17 scaffold slots (S1-S7, S12-S21); leaves family-specific protocol variables, optional hooks, and…

test-op

Write tests for the target spec using PyTorch as ground truth, verify they fail on current code.

align-family

Drive the full migration for an op family — audit, delegate per-op alignment to align-op, run cross-op cleanup. Two terminal outcomes: SUCCESS opens a PR; CLEANUP_REGRESSION exits blocked without a PR when post-cleanup tests fail.

align-op

Per-op orchestrator that brings a single op into alignment with its manifest entry. Classifies the op into one of three cases (green field / interface redesign / minor delta), dispatches to the right path (scaffold-op for new, archive+rescaffold+port for…

audit-family

Compare each op's code signature against its manifest spec, classify gaps, produce a structured report.

fix-manifest

Patch one missing structural field (kernel_map, static_dims) on an existing src/tileops/manifest/ entry. Auto-detects the field via the validator or takes `--field=<name>`. Reference-derivable fields (signature.*, shape_rules, dtype_combos, roofline) belong…

implement-op

Modify op code to match the manifest-declared interface, making spec tests pass.

review-tileops

Single-shot review of a tile-ai/TileOPs PR as a separate GitHub identity from the PR author. Manual / interactive — for autonomous multi-round review until APPROVE, run `bash .claude/skills/review-tileops/loop.sh <PR>` instead.

resolve-tileops

Per-round driver of stateful agent-driven review-resolution on a tile-ai/TileOPs PR (developer side). Designed for /loop dynamic mode — re-fires until a terminal action. Outer caller must run preflight.sh once before starting the loop. State persists in…

follow-up

Introspect a development session and generate follow-up issues for deferred work, discovered problems, and coverage gaps. Max 3 issues per invocation.

bench-op

Fix benchmark file to work with the new Op interface. Run benchmark, fix errors, repeat until it produces numbers.