stacklok/mecatl

cut-release

Cut a tagged release of mecatl — dispatch the Create Release PR workflow, review and merge the release PR, then verify the tag and the artifacts it publishes (ko images + Helm chart to GHCR, plus a GitHub Release with signed archives and a Homebrew formula…

原文语言：英语

mecatl-learning-config

Configure, write, or tune the mecatl learning: settings policy, including learning.mode, sensitivity, reflection budgets, and validated/evaluated activation. NOT for running /reflect, reviewing proposals or memories, drafting skills, model routing,…

原文语言：英语

user-docs

Authors or updates Mecatl's public user documentation. Use when a change affects user-docs/, the Docusaurus site content, or a user-facing behavior that needs documentation. It follows the repository's lightweight authoring contract.

原文语言：英语

onboarding

Route contributors through mecatl's human-reviewed development spine: contract PR, approved baseline, autonomous TDD implementation, final code-review PR. A router, not an executor. Use for onboarding or workflow questions.

原文语言：英语

plan-orchestrate

Implement an approved mecatl acceptance plan with run-local decomposition, isolated TDD workers, aggregate gates, strict AC tracing, panel review, and an Implementation PR. Split work requires a merged approved plan and recorded baseline. Combined work…

原文语言：英语

test-writer

Writes tests in mecatl (hexagonal / strict DDD, two Go modules) following the invariant-first discipline. Picks the right layer, the right naming convention, and the right fake pattern (offline reference adapters — mockllm / memfs / memstore — plus the shared…

原文语言：英语

to-acceptance-plan

Turn Bounded or Architectural work into a concise scenario-first acceptance plan with exact interfaces and a decision-record outcome, then hand off at the selected Split or Combined checkpoint. Stops before implementation or orchestration. NOT for Spike,…

原文语言：英语

mecatl-model-router-config

Designs and writes a mecatl model router configuration (the `models:` subtree of ~/.config/mecatl/settings.yaml) tailored to the operator's preferences. Asks about priorities (cost vs capability, open vs proprietary, provider, multimodal) then searches the…

原文语言：英语

panel-review

Review completed non-trivial code across four independent axes: Spec, Standards, Test adequacy, and installed Domain specialists. Use proactively after implementation, modification, refactoring, bug fixes, feature work, or when asked to review/audit/check a…

原文语言：英语

perf-mcp-interpretation

Interpret the mecatl perf MCP server's output to diagnose latency, goroutine leaks, GC pressure, allocation churn, and memory growth in a running mecatl harness. Use when connected to the mecatl perf MCP server (the perf:// resources or the query_metric /…

原文语言：英语

perf-optimization

Profile-driven performance optimization of mecatl using the offline benchmark + scenario harness. Use when optimizing allocations or latency, reducing allocs/op or memory, profiling a Go benchmark, pinpointing a hotspot with pprof, proving a win with…

原文语言：英语

greet

Use when asked to greet someone with the ceremonial mecatl greeting. Loads the exact greeting format.

原文语言：英语

repo-fact

Use when asked for this repository's registered fact or codeword. Loads the canonical answer format.

原文语言：英语

commit-style

Write Conventional-Commits messages for this repo, with the required Co-Authored-By trailer.

原文语言：英语

go-table-tests

Write idiomatic table-driven Go tests that stay offline and follow this repo's conventions.

原文语言：英语