chore: repoint legacy repository URLs (org migration 2026-09-22)

.github/workflows/deploy-pages.yml

@@ -28,7 +28,7 @@ jobs:
       - name: Check out Journal-Utilities
         uses: actions/checkout@v4
         with:
-          repository: ActiveInferenceInstitute/Journal-Utilities
+          repository: ActiveInferenceInstitute/Journal_Utilities
           path: utilities
 
       - name: Install uv

.github/workflows/journal-integrity.yml

@@ -18,7 +18,7 @@ jobs:
       - name: Check out Journal-Utilities
         uses: actions/checkout@v6
         with:
-          repository: ActiveInferenceInstitute/Journal-Utilities
+          repository: ActiveInferenceInstitute/Journal_Utilities
           path: .journal-utilities
           fetch-depth: 1
 

AGENTS.md

@@ -15,7 +15,7 @@ curated materials from the Active Inference Institute video library. Read
 ## Rules for agents
 
 - This repo is **generated** by
-  [Journal-Utilities](https://github.com/ActiveInferenceInstitute/Journal-Utilities)
+  [Journal-Utilities](https://github.com/ActiveInferenceInstitute/Journal_Utilities)
   (`scripts/refactor_journal.py`, `scripts/download_channel.py`). Prefer changing the
   generator over hand-editing derived files (`metadata.json`, `transcript.txt`,
   `INDEX.*`); hand edits are overwritten on the next run.

CONTRIBUTING.md

@@ -10,7 +10,7 @@ before contributing.
 ## What lives here vs. in Journal-Utilities
 
 This repo holds the *content*. The *code* that generates and validates it lives in the
-separate [Journal-Utilities](https://github.com/ActiveInferenceInstitute/Journal-Utilities)
+separate [Journal-Utilities](https://github.com/ActiveInferenceInstitute/Journal_Utilities)
 repository.
 
 - **Hand-editable here:** `docs/` (schema, organization, pipeline), root and structural

README.md

@@ -8,7 +8,7 @@ video library.
 [![Journal integrity](https://github.com/ActiveInferenceInstitute/ActiveInferenceJournal/actions/workflows/journal-integrity.yml/badge.svg)](https://github.com/ActiveInferenceInstitute/ActiveInferenceJournal/actions/workflows/journal-integrity.yml)
 
 Learn more: https://activeinference.institute/learning/ ·
-Tooling: https://github.com/ActiveInferenceInstitute/Journal-Utilities
+Tooling: https://github.com/ActiveInferenceInstitute/Journal_Utilities
 
 ## Layout
 
@@ -51,7 +51,7 @@ is represented (uncategorized videos live under `Other/`).
 
 Transcripts and metadata are pulled completely and idempotently from the Institute
 YouTube channel by
-[Journal-Utilities](https://github.com/ActiveInferenceInstitute/Journal-Utilities).
+[Journal-Utilities](https://github.com/ActiveInferenceInstitute/Journal_Utilities).
 Most transcripts are WhisperX-diarized: `transcript.json` holds the immutable raw
 segments (`SPEAKER_NN`), human speaker identifications are recorded in
 `metadata.json` `parts[].speakers`, and `transcript.txt` is regenerated from the

SECURITY.md

@@ -19,7 +19,7 @@ but the repository has a hard rule about credentials — see the security note i
 ## Reporting
 
 This repository is generated and validated by the
-[Journal-Utilities](https://github.com/ActiveInferenceInstitute/Journal-Utilities)
+[Journal-Utilities](https://github.com/ActiveInferenceInstitute/Journal_Utilities)
 pipeline. If you discover a credential, a leaked internal path, or any other
 security issue:
 

data/AGENTS.md

@@ -1,6 +1,6 @@
 # Agent guide — data/
 
 All journal content lives here, namespaced `data/<type>/<source>/`. Generated by
-[Journal-Utilities](https://github.com/ActiveInferenceInstitute/Journal-Utilities) — prefer
+[Journal-Utilities](https://github.com/ActiveInferenceInstitute/Journal_Utilities) — prefer
 changing the generator over hand-editing. Schema: [`../docs/SCHEMA.md`](../docs/SCHEMA.md).
 Layout: [`../docs/ORGANIZATION.md`](../docs/ORGANIZATION.md). Entry point: [`../INDEX.json`](../INDEX.json).

data/video/activeinferenceinstitute/AGENTS.md

@@ -4,6 +4,6 @@ One **series** folder per stream type (`GuestStream`, `Roundtable`, `Courses`, 
 and `Other` for uncategorized). Each **item** folder is one event with
 `metadata.json` (parts = video ids), `transcript.txt/.json`, `captions/`,
 `translations/`, `assets/`, `README.md`. Generated by
-[Journal-Utilities](https://github.com/ActiveInferenceInstitute/Journal-Utilities);
+[Journal-Utilities](https://github.com/ActiveInferenceInstitute/Journal_Utilities);
 `metadata.json` is the per-item source of truth. Schema:
 [`../../../docs/SCHEMA.md`](../../../docs/SCHEMA.md).

docs/AGENTS.md

@@ -6,7 +6,7 @@ Technical documentation for ActiveInferenceJournal. Start at [`README.md`](READM
 
 - This folder is **hand-written technical docs**, not generated. Edit prose freely; keep
   it accurate to the actual layout and the
-  [Journal-Utilities](https://github.com/ActiveInferenceInstitute/Journal-Utilities)
+  [Journal-Utilities](https://github.com/ActiveInferenceInstitute/Journal_Utilities)
   generators.
 - The **schema of record** is [`SCHEMA.md`](SCHEMA.md). If the per-item structure changes,
   update it here and mirror it in Journal-Utilities `docs/JOURNAL_SCHEMA.md`.

docs/PIPELINE.md

@@ -1,7 +1,7 @@
 # Pipeline & provenance
 
 This repository is **generated and maintained** by the
-[Journal-Utilities](https://github.com/ActiveInferenceInstitute/Journal-Utilities) engine.
+[Journal-Utilities](https://github.com/ActiveInferenceInstitute/Journal_Utilities) engine.
 The journal holds the *content*; Journal-Utilities holds the *code* that produces it.
 
 ## End to end

docs/README.md

@@ -10,7 +10,7 @@ materials from the Active Inference Institute video library.
 | --- | --- |
 | [`SCHEMA.md`](SCHEMA.md) | Canonical per-item schema (`metadata.json`, `transcript.*`, `captions/`, `translations/`, `assets/`) and the `INDEX.json` contract. |
 | [`ORGANIZATION.md`](ORGANIZATION.md) | The top-level namespace (`data/video/<source>/`, `data/<type>/<source>/`), how series and items are organized, and how to add other channels / non-video sources. |
-| [`PIPELINE.md`](PIPELINE.md) | How content is produced and kept complete + idempotent — the collaboration with the [Journal-Utilities](https://github.com/ActiveInferenceInstitute/Journal-Utilities) engine. |
+| [`PIPELINE.md`](PIPELINE.md) | How content is produced and kept complete + idempotent — the collaboration with the [Journal-Utilities](https://github.com/ActiveInferenceInstitute/Journal_Utilities) engine. |
 | [`AGENTS.md`](AGENTS.md) | Conventions for AI agents and programs operating on this repo. |
 
 ## Quick orientation
@@ -23,7 +23,7 @@ materials from the Active Inference Institute video library.
   [`../CITATION.cff`](../CITATION.cff) (Zenodo citation), [`../TO-DO.md`](../TO-DO.md)
   (scoped improvement list).
 - **Tooling (separate repo):**
-  [Journal-Utilities](https://github.com/ActiveInferenceInstitute/Journal-Utilities)
+  [Journal-Utilities](https://github.com/ActiveInferenceInstitute/Journal_Utilities)
   produces this layout; its `scripts/refactor_journal.py` and `scripts/download_channel.py`
   are the canonical generators. Its `scripts/validate_journal.py` is the read-only
   integrity gate. See Journal-Utilities `docs/JOURNAL_SCHEMA.md` and