[AAASM-2725] 🔧 (.github): Use canonical lowercase org ID ai-agent-assembly

CONTRIBUTING.md

@@ -2,7 +2,7 @@
 
 Thank you for your interest in contributing! AI Agent Assembly is an open-source project and we welcome contributions of all sizes — bug reports, documentation fixes, new features, performance improvements, and more.
 
-This guide describes the org-wide conventions that apply across all repositories under [AI-agent-assembly](https://github.com/AI-agent-assembly). For repo-specific setup (build commands, test runners, language toolchains), see the `CONTRIBUTING.md` in each individual repo — it takes precedence over this file where they differ.
+This guide describes the org-wide conventions that apply across all repositories under [ai-agent-assembly](https://github.com/ai-agent-assembly). For repo-specific setup (build commands, test runners, language toolchains), see the `CONTRIBUTING.md` in each individual repo — it takes precedence over this file where they differ.
 
 ## Prerequisites
 
@@ -107,7 +107,7 @@ eight principles in, so new and empty repos start compliant. Pick one from the
 
 The reference rationale and the **measured-result evidence** (before/after CI
 minutes and wall-clock) live in `agent-assembly`'s
-[`docs/src/benchmarks/ci-cd-pipeline-performance.md`](https://github.com/AI-agent-assembly/agent-assembly/blob/master/docs/src/benchmarks/ci-cd-pipeline-performance.md).
+[`docs/src/benchmarks/ci-cd-pipeline-performance.md`](https://github.com/ai-agent-assembly/agent-assembly/blob/master/docs/src/benchmarks/ci-cd-pipeline-performance.md).
 
 | # | Principle | How the starters apply it |
 |---|---|---|

SUPPORT.md

@@ -7,7 +7,7 @@
 
 ## Community
 
-- **GitHub Discussions** — <https://github.com/AI-agent-assembly/agent-assembly/discussions> for questions, ideas, and show-and-tell
+- **GitHub Discussions** — <https://github.com/ai-agent-assembly/agent-assembly/discussions> for questions, ideas, and show-and-tell
 - **Discord** — community chat *(invite link pending server setup)*
 
 ## Issues

profile/README.md

@@ -1,9 +1,9 @@
 # AI Agent Assembly
 
-[![Core CI](https://github.com/AI-agent-assembly/agent-assembly/actions/workflows/ci.yml/badge.svg)](https://github.com/AI-agent-assembly/agent-assembly/actions/workflows/ci.yml)
+[![Core CI](https://github.com/ai-agent-assembly/agent-assembly/actions/workflows/ci.yml/badge.svg)](https://github.com/ai-agent-assembly/agent-assembly/actions/workflows/ci.yml)
 [![License: Apache 2.0](https://img.shields.io/badge/License-Apache_2.0-blue.svg)](https://opensource.org/licenses/Apache-2.0)
-[![Core release](https://img.shields.io/github/v/release/AI-agent-assembly/agent-assembly)](https://github.com/AI-agent-assembly/agent-assembly/releases/latest)
-[![Discussions](https://img.shields.io/badge/community-Discussions-blue?logo=github)](https://github.com/AI-agent-assembly/agent-assembly/discussions)
+[![Core release](https://img.shields.io/github/v/release/ai-agent-assembly/agent-assembly)](https://github.com/ai-agent-assembly/agent-assembly/releases/latest)
+[![Discussions](https://img.shields.io/badge/community-Discussions-blue?logo=github)](https://github.com/ai-agent-assembly/agent-assembly/discussions)
 
 AI Agent Assembly is an open-source governance platform for AI agents. It enforces policy, tracks budget, and audits every action your agents take across three independent interception layers — in-process SDKs, a sidecar proxy, and eBPF kernel hooks — so you can ship multi-agent fleets without losing control of what they do.
 
@@ -13,14 +13,14 @@ AI Agent Assembly is an open-source governance platform for AI agents. It enforc
 
 | Repo | Purpose | Version | Base branch health | Activity |
 | --- | --- | --- | --- | --- |
-| [![agent-assembly](https://img.shields.io/badge/agent--assembly-core-000000?logo=rust)](https://github.com/AI-agent-assembly/agent-assembly) | Core Rust monorepo: gateway, policy engine, CLI, API, dashboard | [![GitHub tag](https://img.shields.io/github/v/tag/AI-agent-assembly/agent-assembly?label=GitHub&logo=github)](https://github.com/AI-agent-assembly/agent-assembly/tags) [![crates.io](https://img.shields.io/badge/crates.io-reference-000000?logo=rust)](https://crates.io/search?q=agent-assembly) | [![CI](https://github.com/AI-agent-assembly/agent-assembly/actions/workflows/ci.yml/badge.svg?branch=master)](https://github.com/AI-agent-assembly/agent-assembly/actions/workflows/ci.yml?query=branch%3Amaster) | [![issues](https://img.shields.io/github/issues/AI-agent-assembly/agent-assembly?label=issues)](https://github.com/AI-agent-assembly/agent-assembly/issues) [![PRs](https://img.shields.io/github/issues-pr/AI-agent-assembly/agent-assembly?label=PRs)](https://github.com/AI-agent-assembly/agent-assembly/pulls) [![last commit](https://img.shields.io/github/last-commit/AI-agent-assembly/agent-assembly?label=last)](https://github.com/AI-agent-assembly/agent-assembly/commits/master) |
-| [![python-sdk](https://img.shields.io/badge/python--sdk-SDK-3776AB?logo=python&logoColor=white)](https://github.com/AI-agent-assembly/python-sdk) | Python SDK (PyO3 native + pure-Python client) | [![GitHub tag](https://img.shields.io/github/v/tag/AI-agent-assembly/python-sdk?label=GitHub&logo=github)](https://github.com/AI-agent-assembly/python-sdk/tags) [![PyPI](https://img.shields.io/pypi/v/agent-assembly?label=PyPI&logo=pypi&logoColor=white)](https://pypi.org/project/agent-assembly/) | [![CI](https://github.com/AI-agent-assembly/python-sdk/actions/workflows/ci.yaml/badge.svg?branch=master)](https://github.com/AI-agent-assembly/python-sdk/actions/workflows/ci.yaml?query=branch%3Amaster) | [![issues](https://img.shields.io/github/issues/AI-agent-assembly/python-sdk?label=issues)](https://github.com/AI-agent-assembly/python-sdk/issues) [![PRs](https://img.shields.io/github/issues-pr/AI-agent-assembly/python-sdk?label=PRs)](https://github.com/AI-agent-assembly/python-sdk/pulls) [![last commit](https://img.shields.io/github/last-commit/AI-agent-assembly/python-sdk?label=last)](https://github.com/AI-agent-assembly/python-sdk/commits/master) |
-| [![node-sdk](https://img.shields.io/badge/node--sdk-SDK-339933?logo=node.js&logoColor=white)](https://github.com/AI-agent-assembly/node-sdk) | TypeScript SDK (napi-rs native + JS client) | [![GitHub tag](https://img.shields.io/github/v/tag/AI-agent-assembly/node-sdk?label=GitHub&logo=github)](https://github.com/AI-agent-assembly/node-sdk/tags) [![npm](https://img.shields.io/npm/v/%40agent-assembly%2Fsdk?label=npm&logo=npm&logoColor=white)](https://www.npmjs.com/package/@agent-assembly/sdk) | [![Tests](https://github.com/AI-agent-assembly/node-sdk/actions/workflows/test-matrix.yml/badge.svg?branch=master)](https://github.com/AI-agent-assembly/node-sdk/actions/workflows/test-matrix.yml?query=branch%3Amaster) | [![issues](https://img.shields.io/github/issues/AI-agent-assembly/node-sdk?label=issues)](https://github.com/AI-agent-assembly/node-sdk/issues) [![PRs](https://img.shields.io/github/issues-pr/AI-agent-assembly/node-sdk?label=PRs)](https://github.com/AI-agent-assembly/node-sdk/pulls) [![last commit](https://img.shields.io/github/last-commit/AI-agent-assembly/node-sdk?label=last)](https://github.com/AI-agent-assembly/node-sdk/commits/master) |
-| [![go-sdk](https://img.shields.io/badge/go--sdk-SDK-00ADD8?logo=go&logoColor=white)](https://github.com/AI-agent-assembly/go-sdk) | Go SDK | [![GitHub tag](https://img.shields.io/github/v/tag/AI-agent-assembly/go-sdk?label=GitHub&logo=github)](https://github.com/AI-agent-assembly/go-sdk/tags) [![Go Reference](https://pkg.go.dev/badge/github.com/AI-agent-assembly/go-sdk.svg)](https://pkg.go.dev/github.com/AI-agent-assembly/go-sdk) | [![Go test](https://github.com/AI-agent-assembly/go-sdk/actions/workflows/go-test.yml/badge.svg?branch=master)](https://github.com/AI-agent-assembly/go-sdk/actions/workflows/go-test.yml?query=branch%3Amaster) | [![issues](https://img.shields.io/github/issues/AI-agent-assembly/go-sdk?label=issues)](https://github.com/AI-agent-assembly/go-sdk/issues) [![PRs](https://img.shields.io/github/issues-pr/AI-agent-assembly/go-sdk?label=PRs)](https://github.com/AI-agent-assembly/go-sdk/pulls) [![last commit](https://img.shields.io/github/last-commit/AI-agent-assembly/go-sdk?label=last)](https://github.com/AI-agent-assembly/go-sdk/commits/master) |
-| [![.github](https://img.shields.io/badge/.github-org--profile-181717?logo=github)](https://github.com/AI-agent-assembly/.github) | Organization profile, templates, support, and community files | [![tag](https://img.shields.io/github/v/tag/AI-agent-assembly/.github?label=tag&logo=github)](https://github.com/AI-agent-assembly/.github/tags) | [![last commit](https://img.shields.io/github/last-commit/AI-agent-assembly/.github?label=last)](https://github.com/AI-agent-assembly/.github/commits/master) | [![issues](https://img.shields.io/github/issues/AI-agent-assembly/.github?label=issues)](https://github.com/AI-agent-assembly/.github/issues) [![PRs](https://img.shields.io/github/issues-pr/AI-agent-assembly/.github?label=PRs)](https://github.com/AI-agent-assembly/.github/pulls) |
-| [![homebrew-agent-assembly](https://img.shields.io/badge/homebrew--agent--assembly-tap-FBB040?logo=homebrew&logoColor=black)](https://github.com/AI-agent-assembly/homebrew-agent-assembly) | Homebrew tap for `aasm` | [![tag](https://img.shields.io/github/v/tag/AI-agent-assembly/homebrew-agent-assembly?label=tag&logo=homebrew)](https://github.com/AI-agent-assembly/homebrew-agent-assembly/tags) | [![last commit](https://img.shields.io/github/last-commit/AI-agent-assembly/homebrew-agent-assembly?label=last)](https://github.com/AI-agent-assembly/homebrew-agent-assembly/commits/master) | [![issues](https://img.shields.io/github/issues/AI-agent-assembly/homebrew-agent-assembly?label=issues)](https://github.com/AI-agent-assembly/homebrew-agent-assembly/issues) [![PRs](https://img.shields.io/github/issues-pr/AI-agent-assembly/homebrew-agent-assembly?label=PRs)](https://github.com/AI-agent-assembly/homebrew-agent-assembly/pulls) |
-| [![agent-assembly-docs](https://img.shields.io/badge/agent--assembly--docs-docs-4051B5?logo=materialformkdocs&logoColor=white)](https://github.com/AI-agent-assembly/agent-assembly-docs) | Public documentation site | [![tag](https://img.shields.io/github/v/tag/AI-agent-assembly/agent-assembly-docs?label=tag&logo=github)](https://github.com/AI-agent-assembly/agent-assembly-docs/tags) | [![Deploy](https://github.com/AI-agent-assembly/agent-assembly-docs/actions/workflows/deploy.yml/badge.svg?branch=master)](https://github.com/AI-agent-assembly/agent-assembly-docs/actions/workflows/deploy.yml?query=branch%3Amaster) | [![issues](https://img.shields.io/github/issues/AI-agent-assembly/agent-assembly-docs?label=issues)](https://github.com/AI-agent-assembly/agent-assembly-docs/issues) [![PRs](https://img.shields.io/github/issues-pr/AI-agent-assembly/agent-assembly-docs?label=PRs)](https://github.com/AI-agent-assembly/agent-assembly-docs/pulls) [![last commit](https://img.shields.io/github/last-commit/AI-agent-assembly/agent-assembly-docs?label=last)](https://github.com/AI-agent-assembly/agent-assembly-docs/commits/master) |
-| [![agent-assembly-spec](https://img.shields.io/badge/agent--assembly--spec-spec-6E40C9?logo=openapiinitiative&logoColor=white)](https://github.com/AI-agent-assembly/agent-assembly-spec) | Shared specifications and protocol contracts | [![tag](https://img.shields.io/github/v/tag/AI-agent-assembly/agent-assembly-spec?label=tag&logo=github)](https://github.com/AI-agent-assembly/agent-assembly-spec/tags) | [![last commit](https://img.shields.io/github/last-commit/AI-agent-assembly/agent-assembly-spec?label=last)](https://github.com/AI-agent-assembly/agent-assembly-spec/commits/master) | [![issues](https://img.shields.io/github/issues/AI-agent-assembly/agent-assembly-spec?label=issues)](https://github.com/AI-agent-assembly/agent-assembly-spec/issues) [![PRs](https://img.shields.io/github/issues-pr/AI-agent-assembly/agent-assembly-spec?label=PRs)](https://github.com/AI-agent-assembly/agent-assembly-spec/pulls) |
+| [![agent-assembly](https://img.shields.io/badge/agent--assembly-core-000000?logo=rust)](https://github.com/ai-agent-assembly/agent-assembly) | Core Rust monorepo: gateway, policy engine, CLI, API, dashboard | [![GitHub tag](https://img.shields.io/github/v/tag/ai-agent-assembly/agent-assembly?label=GitHub&logo=github)](https://github.com/ai-agent-assembly/agent-assembly/tags) [![crates.io](https://img.shields.io/badge/crates.io-reference-000000?logo=rust)](https://crates.io/search?q=agent-assembly) | [![CI](https://github.com/ai-agent-assembly/agent-assembly/actions/workflows/ci.yml/badge.svg?branch=master)](https://github.com/ai-agent-assembly/agent-assembly/actions/workflows/ci.yml?query=branch%3Amaster) | [![issues](https://img.shields.io/github/issues/ai-agent-assembly/agent-assembly?label=issues)](https://github.com/ai-agent-assembly/agent-assembly/issues) [![PRs](https://img.shields.io/github/issues-pr/ai-agent-assembly/agent-assembly?label=PRs)](https://github.com/ai-agent-assembly/agent-assembly/pulls) [![last commit](https://img.shields.io/github/last-commit/ai-agent-assembly/agent-assembly?label=last)](https://github.com/ai-agent-assembly/agent-assembly/commits/master) |
+| [![python-sdk](https://img.shields.io/badge/python--sdk-SDK-3776AB?logo=python&logoColor=white)](https://github.com/ai-agent-assembly/python-sdk) | Python SDK (PyO3 native + pure-Python client) | [![GitHub tag](https://img.shields.io/github/v/tag/ai-agent-assembly/python-sdk?label=GitHub&logo=github)](https://github.com/ai-agent-assembly/python-sdk/tags) [![PyPI](https://img.shields.io/pypi/v/agent-assembly?label=PyPI&logo=pypi&logoColor=white)](https://pypi.org/project/agent-assembly/) | [![CI](https://github.com/ai-agent-assembly/python-sdk/actions/workflows/ci.yaml/badge.svg?branch=master)](https://github.com/ai-agent-assembly/python-sdk/actions/workflows/ci.yaml?query=branch%3Amaster) | [![issues](https://img.shields.io/github/issues/ai-agent-assembly/python-sdk?label=issues)](https://github.com/ai-agent-assembly/python-sdk/issues) [![PRs](https://img.shields.io/github/issues-pr/ai-agent-assembly/python-sdk?label=PRs)](https://github.com/ai-agent-assembly/python-sdk/pulls) [![last commit](https://img.shields.io/github/last-commit/ai-agent-assembly/python-sdk?label=last)](https://github.com/ai-agent-assembly/python-sdk/commits/master) |
+| [![node-sdk](https://img.shields.io/badge/node--sdk-SDK-339933?logo=node.js&logoColor=white)](https://github.com/ai-agent-assembly/node-sdk) | TypeScript SDK (napi-rs native + JS client) | [![GitHub tag](https://img.shields.io/github/v/tag/ai-agent-assembly/node-sdk?label=GitHub&logo=github)](https://github.com/ai-agent-assembly/node-sdk/tags) [![npm](https://img.shields.io/npm/v/%40agent-assembly%2Fsdk?label=npm&logo=npm&logoColor=white)](https://www.npmjs.com/package/@agent-assembly/sdk) | [![Tests](https://github.com/ai-agent-assembly/node-sdk/actions/workflows/test-matrix.yml/badge.svg?branch=master)](https://github.com/ai-agent-assembly/node-sdk/actions/workflows/test-matrix.yml?query=branch%3Amaster) | [![issues](https://img.shields.io/github/issues/ai-agent-assembly/node-sdk?label=issues)](https://github.com/ai-agent-assembly/node-sdk/issues) [![PRs](https://img.shields.io/github/issues-pr/ai-agent-assembly/node-sdk?label=PRs)](https://github.com/ai-agent-assembly/node-sdk/pulls) [![last commit](https://img.shields.io/github/last-commit/ai-agent-assembly/node-sdk?label=last)](https://github.com/ai-agent-assembly/node-sdk/commits/master) |
+| [![go-sdk](https://img.shields.io/badge/go--sdk-SDK-00ADD8?logo=go&logoColor=white)](https://github.com/ai-agent-assembly/go-sdk) | Go SDK | [![GitHub tag](https://img.shields.io/github/v/tag/ai-agent-assembly/go-sdk?label=GitHub&logo=github)](https://github.com/ai-agent-assembly/go-sdk/tags) [![Go Reference](https://pkg.go.dev/badge/github.com/ai-agent-assembly/go-sdk.svg)](https://pkg.go.dev/github.com/ai-agent-assembly/go-sdk) | [![Go test](https://github.com/ai-agent-assembly/go-sdk/actions/workflows/go-test.yml/badge.svg?branch=master)](https://github.com/ai-agent-assembly/go-sdk/actions/workflows/go-test.yml?query=branch%3Amaster) | [![issues](https://img.shields.io/github/issues/ai-agent-assembly/go-sdk?label=issues)](https://github.com/ai-agent-assembly/go-sdk/issues) [![PRs](https://img.shields.io/github/issues-pr/ai-agent-assembly/go-sdk?label=PRs)](https://github.com/ai-agent-assembly/go-sdk/pulls) [![last commit](https://img.shields.io/github/last-commit/ai-agent-assembly/go-sdk?label=last)](https://github.com/ai-agent-assembly/go-sdk/commits/master) |
+| [![.github](https://img.shields.io/badge/.github-org--profile-181717?logo=github)](https://github.com/ai-agent-assembly/.github) | Organization profile, templates, support, and community files | [![tag](https://img.shields.io/github/v/tag/ai-agent-assembly/.github?label=tag&logo=github)](https://github.com/ai-agent-assembly/.github/tags) | [![last commit](https://img.shields.io/github/last-commit/ai-agent-assembly/.github?label=last)](https://github.com/ai-agent-assembly/.github/commits/master) | [![issues](https://img.shields.io/github/issues/ai-agent-assembly/.github?label=issues)](https://github.com/ai-agent-assembly/.github/issues) [![PRs](https://img.shields.io/github/issues-pr/ai-agent-assembly/.github?label=PRs)](https://github.com/ai-agent-assembly/.github/pulls) |
+| [![homebrew-agent-assembly](https://img.shields.io/badge/homebrew--agent--assembly-tap-FBB040?logo=homebrew&logoColor=black)](https://github.com/ai-agent-assembly/homebrew-agent-assembly) | Homebrew tap for `aasm` | [![tag](https://img.shields.io/github/v/tag/ai-agent-assembly/homebrew-agent-assembly?label=tag&logo=homebrew)](https://github.com/ai-agent-assembly/homebrew-agent-assembly/tags) | [![last commit](https://img.shields.io/github/last-commit/ai-agent-assembly/homebrew-agent-assembly?label=last)](https://github.com/ai-agent-assembly/homebrew-agent-assembly/commits/master) | [![issues](https://img.shields.io/github/issues/ai-agent-assembly/homebrew-agent-assembly?label=issues)](https://github.com/ai-agent-assembly/homebrew-agent-assembly/issues) [![PRs](https://img.shields.io/github/issues-pr/ai-agent-assembly/homebrew-agent-assembly?label=PRs)](https://github.com/ai-agent-assembly/homebrew-agent-assembly/pulls) |
+| [![agent-assembly-docs](https://img.shields.io/badge/agent--assembly--docs-docs-4051B5?logo=materialformkdocs&logoColor=white)](https://github.com/ai-agent-assembly/agent-assembly-docs) | Public documentation site | [![tag](https://img.shields.io/github/v/tag/ai-agent-assembly/agent-assembly-docs?label=tag&logo=github)](https://github.com/ai-agent-assembly/agent-assembly-docs/tags) | [![Deploy](https://github.com/ai-agent-assembly/agent-assembly-docs/actions/workflows/deploy.yml/badge.svg?branch=master)](https://github.com/ai-agent-assembly/agent-assembly-docs/actions/workflows/deploy.yml?query=branch%3Amaster) | [![issues](https://img.shields.io/github/issues/ai-agent-assembly/agent-assembly-docs?label=issues)](https://github.com/ai-agent-assembly/agent-assembly-docs/issues) [![PRs](https://img.shields.io/github/issues-pr/ai-agent-assembly/agent-assembly-docs?label=PRs)](https://github.com/ai-agent-assembly/agent-assembly-docs/pulls) [![last commit](https://img.shields.io/github/last-commit/ai-agent-assembly/agent-assembly-docs?label=last)](https://github.com/ai-agent-assembly/agent-assembly-docs/commits/master) |
+| [![agent-assembly-spec](https://img.shields.io/badge/agent--assembly--spec-spec-6E40C9?logo=openapiinitiative&logoColor=white)](https://github.com/ai-agent-assembly/agent-assembly-spec) | Shared specifications and protocol contracts | [![tag](https://img.shields.io/github/v/tag/ai-agent-assembly/agent-assembly-spec?label=tag&logo=github)](https://github.com/ai-agent-assembly/agent-assembly-spec/tags) | [![last commit](https://img.shields.io/github/last-commit/ai-agent-assembly/agent-assembly-spec?label=last)](https://github.com/ai-agent-assembly/agent-assembly-spec/commits/master) | [![issues](https://img.shields.io/github/issues/ai-agent-assembly/agent-assembly-spec?label=issues)](https://github.com/ai-agent-assembly/agent-assembly-spec/issues) [![PRs](https://img.shields.io/github/issues-pr/ai-agent-assembly/agent-assembly-spec?label=PRs)](https://github.com/ai-agent-assembly/agent-assembly-spec/pulls) |
 
 ### Install channels