diff --git a/.claude/agents/compat-tester.md b/.claude/agents/compat-tester.md
index f37309f7..f330f2d3 100644
--- a/.claude/agents/compat-tester.md
+++ b/.claude/agents/compat-tester.md
@@ -14,14 +14,14 @@ tests with candle as the torch backend.
 - **Config**: `compat/transformers/models.yaml` (model tiers), `compat/transformers/xfail.yaml` (known failures)
 - **Patches**: `compat/transformers/conftest.py` (version spoof, module stubs, etc.)
 - **Source code**: `src/candle/`
-- **Conda env**: `mindnlp` (`source ~/miniconda3/etc/profile.d/conda.sh && conda run -n mindnlp ...`)
+- **Conda env**: `candle` (`source ~/miniconda3/etc/profile.d/conda.sh && conda run -n candle ...`)
 
 ## Workflow
 
 ### Step 1: Run Tests
 
 ```bash
-source ~/miniconda3/etc/profile.d/conda.sh && conda run -n mindnlp \
+source ~/miniconda3/etc/profile.d/conda.sh && conda run -n candle \
   env USE_CANDLE=1 python compat/transformers/run.py --model MODEL \
   --json-report /tmp/compat-report.json -v --tb=short
 ```
diff --git a/.claude/agents/pytorch-tester.md b/.claude/agents/pytorch-tester.md
index 41e83a3f..0dd8638d 100644
--- a/.claude/agents/pytorch-tester.md
+++ b/.claude/agents/pytorch-tester.md
@@ -14,14 +14,14 @@ test suite with candle as the torch backend.
 - **Config**: `compat/pytorch/tests.yaml` (test tiers), `compat/pytorch/xfail.yaml` (known failures)
 - **Patches**: `compat/pytorch/conftest.py` (version spoof, module stubs, etc.)
 - **Source code**: `src/candle/`
-- **Conda env**: `mindnlp` (`source ~/miniconda3/etc/profile.d/conda.sh && conda run -n mindnlp ...`)
+- **Conda env**: `candle` (`source ~/miniconda3/etc/profile.d/conda.sh && conda run -n candle ...`)
 
 ## Workflow
 
 ### Step 1: Run Tests
 
 ```bash
-source ~/miniconda3/etc/profile.d/conda.sh && conda run -n mindnlp \
+source ~/miniconda3/etc/profile.d/conda.sh && conda run -n candle \
   env USE_CANDLE=1 python compat/pytorch/run.py --tier TIER \
   --json-report /tmp/pt-report.json -v --tb=short
 ```
@@ -29,7 +29,7 @@ source ~/miniconda3/etc/profile.d/conda.sh && conda run -n mindnlp \
 Or for a single file:
 
 ```bash
-source ~/miniconda3/etc/profile.d/conda.sh && conda run -n mindnlp \
+source ~/miniconda3/etc/profile.d/conda.sh && conda run -n candle \
   env USE_CANDLE=1 python compat/pytorch/run.py --file FILE \
   --json-report /tmp/pt-report.json -v --tb=short
 ```
diff --git a/.claude/agents/test-runner.md b/.claude/agents/test-runner.md
index fd651192..b5098c49 100644
--- a/.claude/agents/test-runner.md
+++ b/.claude/agents/test-runner.md
@@ -6,10 +6,10 @@ You are a specialized test execution and bug-fixing agent for the Candle project
 
 Candle is a PyTorch-compatible ML framework (`import candle as torch`) with custom dispatch system, autograd engine, and multi-backend support (CPU, MPS, CUDA, NPU).
 
-- **Test Command**: `source ~/miniconda3/etc/profile.d/conda.sh && conda run -n mindnlp python -m pytest tests/<device>/ -v --tb=short`
+- **Test Command**: `source ~/miniconda3/etc/profile.d/conda.sh && conda run -n candle python -m pytest tests/<device>/ -v --tb=short`
 - **Test Directories**: `tests/cpu/`, `tests/mps/`, `tests/contract/`, `tests/npu/`, `tests/cuda/`
 - **Source Code**: `src/candle/`
-- **Conda Environment**: `mindnlp` (via `conda run -n mindnlp`)
+- **Conda Environment**: `candle` (via `conda run -n candle`)
 
 ## Your Responsibilities
 
@@ -31,15 +31,15 @@ git pull upstream main
 
 ```bash
 # CPU tests
-source ~/miniconda3/etc/profile.d/conda.sh && conda run -n mindnlp \
+source ~/miniconda3/etc/profile.d/conda.sh && conda run -n candle \
   python -m pytest tests/cpu/ tests/contract/ -v --tb=short
 
 # MPS tests (macOS Apple Silicon only)
-source ~/miniconda3/etc/profile.d/conda.sh && conda run -n mindnlp \
+source ~/miniconda3/etc/profile.d/conda.sh && conda run -n candle \
   python -m pytest tests/mps/ -v --tb=short
 
 # Specific test file
-source ~/miniconda3/etc/profile.d/conda.sh && conda run -n mindnlp \
+source ~/miniconda3/etc/profile.d/conda.sh && conda run -n candle \
   python -m pytest tests/cpu/test_ops_cpu.py -v --tb=short
 ```
 
@@ -70,7 +70,7 @@ Apply targeted fixes:
 
 Re-run the same tests plus the full suite to check for regressions:
 ```bash
-source ~/miniconda3/etc/profile.d/conda.sh && conda run -n mindnlp \
+source ~/miniconda3/etc/profile.d/conda.sh && conda run -n candle \
   python -m pytest tests/cpu/ tests/contract/ -v --tb=short
 ```
 
diff --git a/.claude/commands/compat.md b/.claude/commands/compat.md
index b14e6230..e9f96f76 100644
--- a/.claude/commands/compat.md
+++ b/.claude/commands/compat.md
@@ -19,7 +19,7 @@ Run transformers compatibility tests against candle and report results.
 
 ```bash
 source ~/miniconda3/etc/profile.d/conda.sh && \
-conda run -n mindnlp env USE_CANDLE=1 \
+conda run -n candle env USE_CANDLE=1 \
   python compat/transformers/run.py $PARSED_ARGS \
   --json-report /tmp/compat-report.json \
   -v --tb=short
diff --git a/.github/ISSUE_TEMPLATE/ai-bug-report.yml b/.github/ISSUE_TEMPLATE/ai-bug-report.yml
index a2baf7a3..5690eed9 100644
--- a/.github/ISSUE_TEMPLATE/ai-bug-report.yml
+++ b/.github/ISSUE_TEMPLATE/ai-bug-report.yml
@@ -53,7 +53,7 @@ body:
       description: Must be runnable as-is. Use `import candle as torch`.
       render: shell
       placeholder: |
-        source ~/miniconda3/etc/profile.d/conda.sh && conda run -n mindnlp \
+        source ~/miniconda3/etc/profile.d/conda.sh && conda run -n candle \
           python -c "import candle as torch; ..."
     validations:
       required: true
diff --git a/.github/PULL_REQUEST_TEMPLATE/ai.md b/.github/PULL_REQUEST_TEMPLATE/ai.md
index f9758879..c29866dd 100644
--- a/.github/PULL_REQUEST_TEMPLATE/ai.md
+++ b/.github/PULL_REQUEST_TEMPLATE/ai.md
@@ -25,7 +25,7 @@
 <!-- Paste the exact commands you ran. Do not edit or abbreviate. -->
 
 ```bash
-source ~/miniconda3/etc/profile.d/conda.sh && conda run -n mindnlp python -m pytest ...
+source ~/miniconda3/etc/profile.d/conda.sh && conda run -n candle python -m pytest ...
 pylint src/candle/ --rcfile=.github/pylint.conf
 ```
 
diff --git a/.github/PULL_REQUEST_TEMPLATE/human.md b/.github/PULL_REQUEST_TEMPLATE/human.md
index 4b85d80e..2f8e5567 100644
--- a/.github/PULL_REQUEST_TEMPLATE/human.md
+++ b/.github/PULL_REQUEST_TEMPLATE/human.md
@@ -12,8 +12,8 @@
 ## Test plan
 
 - [ ] Not run — explain why below
-- [ ] `source ~/miniconda3/etc/profile.d/conda.sh && conda run -n mindnlp python -m pytest tests/cpu/ tests/contract/ -v --tb=short`
-- [ ] `source ~/miniconda3/etc/profile.d/conda.sh && conda run -n mindnlp python -m pytest tests/mps/ -v --tb=short` (if MPS-related)
+- [ ] `source ~/miniconda3/etc/profile.d/conda.sh && conda run -n candle python -m pytest tests/cpu/ tests/contract/ -v --tb=short`
+- [ ] `source ~/miniconda3/etc/profile.d/conda.sh && conda run -n candle python -m pytest tests/mps/ -v --tb=short` (if MPS-related)
 - [ ] `pylint src/candle/ --rcfile=.github/pylint.conf`
 
 ## Checklist
diff --git a/.github/pull_request_template.md b/.github/pull_request_template.md
index c46f875c..198af0aa 100644
--- a/.github/pull_request_template.md
+++ b/.github/pull_request_template.md
@@ -12,8 +12,8 @@
 ## Test plan
 
 - [ ] Not run — explain why below
-- [ ] `source ~/miniconda3/etc/profile.d/conda.sh && conda run -n mindnlp python -m pytest tests/cpu/ tests/contract/ -v --tb=short`
-- [ ] `source ~/miniconda3/etc/profile.d/conda.sh && conda run -n mindnlp python -m pytest tests/mps/ -v --tb=short` (if MPS-related)
+- [ ] `source ~/miniconda3/etc/profile.d/conda.sh && conda run -n candle python -m pytest tests/cpu/ tests/contract/ -v --tb=short`
+- [ ] `source ~/miniconda3/etc/profile.d/conda.sh && conda run -n candle python -m pytest tests/mps/ -v --tb=short` (if MPS-related)
 - [ ] `pylint src/candle/ --rcfile=.github/pylint.conf`
 
 ## Checklist
diff --git a/.github/scripts/trigger_openi_upstream_ccache.txt b/.github/scripts/trigger_openi_upstream_ccache.txt
new file mode 100644
index 00000000..ad449f53
--- /dev/null
+++ b/.github/scripts/trigger_openi_upstream_ccache.txt
@@ -0,0 +1 @@
+# single smoke rerun 1774847023
diff --git a/CLAUDE.md b/CLAUDE.md
index e4596acb..81571629 100644
--- a/CLAUDE.md
+++ b/CLAUDE.md
@@ -46,7 +46,7 @@ candle/
 
 ## Environment
 
-- **Conda**: `source ~/miniconda3/etc/profile.d/conda.sh && conda run -n mindnlp ...`
+- **Conda**: `source ~/miniconda3/etc/profile.d/conda.sh && conda run -n candle ...`
 - **Platform**: macOS Apple Silicon (Darwin), local MPS hardware available
 - **Python**: 3.11
 
@@ -184,11 +184,11 @@ Do NOT open a PR if pylint fails. Fix all issues first.
 
 ```bash
 # CPU + contract tests (always required for src/candle/ changes)
-source ~/miniconda3/etc/profile.d/conda.sh && conda run -n mindnlp \
+source ~/miniconda3/etc/profile.d/conda.sh && conda run -n candle \
   python -m pytest tests/cpu/ tests/contract/ -v --tb=short
 
 # MPS tests (required on macOS Apple Silicon when src/candle/ changes)
-source ~/miniconda3/etc/profile.d/conda.sh && conda run -n mindnlp \
+source ~/miniconda3/etc/profile.d/conda.sh && conda run -n candle \
   python -m pytest tests/mps/ -v --tb=short
 ```
 
@@ -242,11 +242,11 @@ CI is a safety net, NOT a substitute for local testing. Do NOT push untested cod
 
 ```bash
 # CPU tests
-source ~/miniconda3/etc/profile.d/conda.sh && conda run -n mindnlp \
+source ~/miniconda3/etc/profile.d/conda.sh && conda run -n candle \
   python -m pytest tests/cpu/ tests/contract/ -v --tb=short
 
 # MPS tests (macOS Apple Silicon only)
-source ~/miniconda3/etc/profile.d/conda.sh && conda run -n mindnlp \
+source ~/miniconda3/etc/profile.d/conda.sh && conda run -n candle \
   python -m pytest tests/mps/ -v --tb=short
 ```
 
@@ -288,7 +288,7 @@ source ~/miniconda3/etc/profile.d/conda.sh && conda run -n mindnlp \
 
 ## Troubleshooting
 
-- **Tests not running**: Ensure conda env is activated (`conda run -n mindnlp`)
+- **Tests not running**: Ensure conda env is activated (`conda run -n candle`)
 - **MPS tests skipped locally**: Verify `pyobjc-framework-Metal` is installed
 - **MPS tests skipped on CI**: Check that `requirements-test-mps.txt` includes `pyobjc-framework-Metal`
 - **Git push fails**: Check push access, uncommitted changes, branch existence on remote
diff --git a/docs/plans/2026-03-08-mindtorch-to-candle-migration.md b/docs/plans/2026-03-08-mindtorch-to-candle-migration.md
index e4585814..ed743ae8 100644
--- a/docs/plans/2026-03-08-mindtorch-to-candle-migration.md
+++ b/docs/plans/2026-03-08-mindtorch-to-candle-migration.md
@@ -2,7 +2,7 @@
 
 > **For Claude:** REQUIRED SUB-SKILL: Use superpowers:executing-plans to implement this plan task-by-task.
 
-**Goal:** Migrate the mindtorch_v2 codebase from the mindnlp repository to the standalone candle repository, renaming all references from `mindtorch_v2` to `candle`, and setting up CI/CD, tests, and packaging.
+**Goal:** Migrate the mindtorch_v2 codebase from the legacy source repository to the standalone candle repository, renaming all references from `mindtorch_v2` to `candle`, and setting up CI/CD, tests, and packaging.
 
 **Architecture:** The candle repository will be a standalone Python package with `src/candle/` layout. All internal references to `mindtorch_v2` will be replaced with `candle`. GitHub Actions will provide pylint checks, unit testing, and wheel releases. The torch proxy system will be preserved for transparent PyTorch compatibility.
 
@@ -12,8 +12,8 @@
 
 ## Source Analysis
 
-- **Source code:** `/Users/lvyufeng/Projects/mindnlp/src/mindtorch_v2/` (384 files)
-- **Tests:** `/Users/lvyufeng/Projects/mindnlp/tests/mindtorch_v2/` (306 files)
+- **Source code:** `/path/to/legacy-repo/src/mindtorch_v2/` (384 files)
+- **Tests:** `/path/to/legacy-repo/tests/mindtorch_v2/` (306 files)
 - **Target:** `/Users/lvyufeng/Projects/candle/` (empty repo, MIT license)
 - **References to rename:** 192 files, ~584 occurrences of `mindtorch_v2`
 - **Also rename:** `MINDTORCH_TEST_FORCE_CPU_ONLY` → `CANDLE_TEST_FORCE_CPU_ONLY`
@@ -23,12 +23,12 @@
 ### Task 1: Copy Source Code to Candle Repository
 
 **Files:**
-- Copy: `mindnlp/src/mindtorch_v2/**` → `candle/src/candle/**`
+- Copy: `legacy-repo/src/mindtorch_v2/**` → `candle/src/candle/**`
 
 **Step 1: Copy the source tree**
 
 ```bash
-cp -r /Users/lvyufeng/Projects/mindnlp/src/mindtorch_v2/ /Users/lvyufeng/Projects/candle/src/candle/
+cp -r /path/to/legacy-repo/src/mindtorch_v2/ /Users/lvyufeng/Projects/candle/src/candle/
 ```
 
 **Step 2: Remove `__pycache__` directories**
@@ -58,12 +58,12 @@ git commit -m "feat: copy mindtorch_v2 source code as candle base"
 ### Task 2: Copy Tests to Candle Repository
 
 **Files:**
-- Copy: `mindnlp/tests/mindtorch_v2/**` → `candle/tests/`
+- Copy: `legacy-repo/tests/mindtorch_v2/**` → `candle/tests/`
 
 **Step 1: Copy the test tree**
 
 ```bash
-cp -r /Users/lvyufeng/Projects/mindnlp/tests/mindtorch_v2/ /Users/lvyufeng/Projects/candle/tests/
+cp -r /path/to/legacy-repo/tests/mindtorch_v2/ /Users/lvyufeng/Projects/candle/tests/
 ```
 
 **Step 2: Remove `__pycache__` directories**
@@ -323,11 +323,11 @@ git commit -m "feat: add pytest configuration"
 **Files:**
 - Create: `candle/.github/pylint.conf`
 
-**Step 1: Copy pylint.conf from mindnlp**
+**Step 1: Copy pylint.conf from the legacy repository**
 
 ```bash
 mkdir -p /Users/lvyufeng/Projects/candle/.github
-cp /Users/lvyufeng/Projects/mindnlp/.github/pylint.conf /Users/lvyufeng/Projects/candle/.github/pylint.conf
+cp /path/to/legacy-repo/.github/pylint.conf /Users/lvyufeng/Projects/candle/.github/pylint.conf
 ```
 
 **Step 2: Commit**
@@ -498,7 +498,7 @@ git commit -m "feat: add GitHub Actions release workflow"
 
 **Step 1: Create run_test.py**
 
-Adapt from `mindnlp/tests/run_test_v2.py`, replacing all `mindtorch_v2` references with `candle`:
+Adapt from `legacy-repo/tests/run_test_v2.py`, replacing all `mindtorch_v2` references with `candle`:
 
 - Line 34: `from candle._torch_proxy import install` (if torch_proxy exists)
 - Line 39: docstrings referencing `candle` instead of `mindtorch_v2`
@@ -591,14 +591,14 @@ git commit -m "chore: final cleanup and verification"
 
 ## Summary of Changes
 
-| Component | Source (mindnlp) | Target (candle) |
+| Component | Source (legacy repo) | Target (candle) |
 |-----------|-----------------|-----------------|
 | Source code | `src/mindtorch_v2/` | `src/candle/` |
 | Tests | `tests/mindtorch_v2/` | `tests/` |
 | Package name | `mindtorch_v2` | `candle` |
 | CI workflow | `.github/workflows/ci_pipeline.yaml` | `.github/workflows/ci.yaml` |
 | Release workflow | `.github/workflows/make_wheel_releases.yml` | `.github/workflows/release.yaml` |
-| Setup | `setup.py` (shared with mindnlp) | `pyproject.toml` (standalone) |
+| Setup | `setup.py` (shared in the legacy repo) | `pyproject.toml` (standalone) |
 | Pylint config | `.github/pylint.conf` | `.github/pylint.conf` |
 | Test runner | `tests/run_test_v2.py` | `tests/run_test.py` |
 | Env var | `MINDTORCH_TEST_FORCE_CPU_ONLY` | `CANDLE_TEST_FORCE_CPU_ONLY` |
diff --git a/docs/plans/2026-03-10-fsdp2-mvp-impl-plan.md b/docs/plans/2026-03-10-fsdp2-mvp-impl-plan.md
index 99b166ab..f71ef505 100644
--- a/docs/plans/2026-03-10-fsdp2-mvp-impl-plan.md
+++ b/docs/plans/2026-03-10-fsdp2-mvp-impl-plan.md
@@ -12,7 +12,7 @@
 
 **Test command:**
 ```bash
-source ~/miniconda3/etc/profile.d/conda.sh && conda run -n mindnlp python -m pytest tests/cpu/ -v --tb=short -x
+source ~/miniconda3/etc/profile.d/conda.sh && conda run -n candle python -m pytest tests/cpu/ -v --tb=short -x
 ```
 
 ---
@@ -122,7 +122,7 @@ def test_hook_removal():
 **Step 2: Run tests to verify they fail**
 
 ```bash
-source ~/miniconda3/etc/profile.d/conda.sh && conda run -n mindnlp python -m pytest tests/cpu/test_module_hooks.py -v --tb=short -x
+source ~/miniconda3/etc/profile.d/conda.sh && conda run -n candle python -m pytest tests/cpu/test_module_hooks.py -v --tb=short -x
 ```
 
 Expected: `test_forward_pre_hook_prepend` FAILS (prepend ignored, order is `["first", "prepended"]`).
@@ -195,7 +195,7 @@ def __call__(self, *args, **kwargs):
 **Step 4: Run tests to verify they pass**
 
 ```bash
-source ~/miniconda3/etc/profile.d/conda.sh && conda run -n mindnlp python -m pytest tests/cpu/test_module_hooks.py -v --tb=short
+source ~/miniconda3/etc/profile.d/conda.sh && conda run -n candle python -m pytest tests/cpu/test_module_hooks.py -v --tb=short
 ```
 
 Expected: ALL PASS
@@ -203,7 +203,7 @@ Expected: ALL PASS
 **Step 5: Run existing tests to verify no regression**
 
 ```bash
-source ~/miniconda3/etc/profile.d/conda.sh && conda run -n mindnlp python -m pytest tests/cpu/ tests/contract/ -v --tb=short -x 2>&1 | tail -30
+source ~/miniconda3/etc/profile.d/conda.sh && conda run -n candle python -m pytest tests/cpu/ tests/contract/ -v --tb=short -x 2>&1 | tail -30
 ```
 
 Expected: No new failures. Existing hooks use the old format (just `hook`, not tuple), so the `isinstance(hook_entry, tuple)` check provides backward compatibility.
@@ -338,7 +338,7 @@ def test_plain_tensors_skip_torch_function():
 **Step 2: Run tests to verify they fail**
 
 ```bash
-source ~/miniconda3/etc/profile.d/conda.sh && conda run -n mindnlp python -m pytest tests/cpu/test_torch_function.py -v --tb=short -x
+source ~/miniconda3/etc/profile.d/conda.sh && conda run -n candle python -m pytest tests/cpu/test_torch_function.py -v --tb=short -x
 ```
 
 Expected: FAIL — `__torch_function__` not called because `_functional.py` doesn't check for it yet.
@@ -440,7 +440,7 @@ For MVP, add the check to `add` and `matmul` first to prove the mechanism works.
 **Step 5: Run tests**
 
 ```bash
-source ~/miniconda3/etc/profile.d/conda.sh && conda run -n mindnlp python -m pytest tests/cpu/test_torch_function.py -v --tb=short
+source ~/miniconda3/etc/profile.d/conda.sh && conda run -n candle python -m pytest tests/cpu/test_torch_function.py -v --tb=short
 ```
 
 Expected: ALL PASS
@@ -448,7 +448,7 @@ Expected: ALL PASS
 **Step 6: Run existing tests for regression**
 
 ```bash
-source ~/miniconda3/etc/profile.d/conda.sh && conda run -n mindnlp python -m pytest tests/cpu/ tests/contract/ -v --tb=short -x 2>&1 | tail -30
+source ~/miniconda3/etc/profile.d/conda.sh && conda run -n candle python -m pytest tests/cpu/ tests/contract/ -v --tb=short -x 2>&1 | tail -30
 ```
 
 Expected: No new failures (`_has_torch_function` fast-returns `False` for plain Tensors).
@@ -546,7 +546,7 @@ def test_plain_tensors_unaffected():
 **Step 2: Run tests to verify they fail**
 
 ```bash
-source ~/miniconda3/etc/profile.d/conda.sh && conda run -n mindnlp python -m pytest tests/cpu/test_torch_dispatch.py -v --tb=short -x
+source ~/miniconda3/etc/profile.d/conda.sh && conda run -n candle python -m pytest tests/cpu/test_torch_dispatch.py -v --tb=short -x
 ```
 
 Expected: FAIL — no `__torch_dispatch__` mechanism exists yet.
@@ -642,7 +642,7 @@ def __torch_dispatch__(cls, func, types, args=(), kwargs=None):
 **Step 7: Run tests**
 
 ```bash
-source ~/miniconda3/etc/profile.d/conda.sh && conda run -n mindnlp python -m pytest tests/cpu/test_torch_dispatch.py -v --tb=short
+source ~/miniconda3/etc/profile.d/conda.sh && conda run -n candle python -m pytest tests/cpu/test_torch_dispatch.py -v --tb=short
 ```
 
 Expected: ALL PASS
@@ -650,7 +650,7 @@ Expected: ALL PASS
 **Step 8: Run full test suite for regression**
 
 ```bash
-source ~/miniconda3/etc/profile.d/conda.sh && conda run -n mindnlp python -m pytest tests/cpu/ tests/contract/ -v --tb=short -x 2>&1 | tail -30
+source ~/miniconda3/etc/profile.d/conda.sh && conda run -n candle python -m pytest tests/cpu/ tests/contract/ -v --tb=short -x 2>&1 | tail -30
 ```
 
 Expected: No new failures. The `Python` key is only added when subclass tensors are detected, so plain tensor operations are unaffected. Key reorder only affects priority when the `Python` key is present.
@@ -724,7 +724,7 @@ def test_shard_repr():
 **Step 2: Run to verify failure**
 
 ```bash
-source ~/miniconda3/etc/profile.d/conda.sh && conda run -n mindnlp python -m pytest tests/cpu/test_placement.py -v --tb=short -x
+source ~/miniconda3/etc/profile.d/conda.sh && conda run -n candle python -m pytest tests/cpu/test_placement.py -v --tb=short -x
 ```
 
 **Step 3: Implement placement types**
@@ -795,7 +795,7 @@ Note: `DTensor` will be added to the import in Task 6.
 **Step 5: Run tests**
 
 ```bash
-source ~/miniconda3/etc/profile.d/conda.sh && conda run -n mindnlp python -m pytest tests/cpu/test_placement.py -v --tb=short
+source ~/miniconda3/etc/profile.d/conda.sh && conda run -n candle python -m pytest tests/cpu/test_placement.py -v --tb=short
 ```
 
 **Step 6: Commit**
@@ -849,7 +849,7 @@ def test_device_mesh_size():
 **Step 2: Run to verify failure**
 
 ```bash
-source ~/miniconda3/etc/profile.d/conda.sh && conda run -n mindnlp python -m pytest tests/cpu/test_device_mesh.py -v --tb=short -x
+source ~/miniconda3/etc/profile.d/conda.sh && conda run -n candle python -m pytest tests/cpu/test_device_mesh.py -v --tb=short -x
 ```
 
 **Step 3: Implement DeviceMesh**
@@ -930,7 +930,7 @@ def init_device_mesh(device_type, mesh_shape, *, mesh_dim_names=None):
 **Step 4: Run tests**
 
 ```bash
-source ~/miniconda3/etc/profile.d/conda.sh && conda run -n mindnlp python -m pytest tests/cpu/test_device_mesh.py -v --tb=short
+source ~/miniconda3/etc/profile.d/conda.sh && conda run -n candle python -m pytest tests/cpu/test_device_mesh.py -v --tb=short
 ```
 
 **Step 5: Commit**
@@ -1044,7 +1044,7 @@ def test_dtensor_sharded_blocks_compute():
 **Step 2: Run to verify failure**
 
 ```bash
-source ~/miniconda3/etc/profile.d/conda.sh && conda run -n mindnlp python -m pytest tests/cpu/test_dtensor.py -v --tb=short -x
+source ~/miniconda3/etc/profile.d/conda.sh && conda run -n candle python -m pytest tests/cpu/test_dtensor.py -v --tb=short -x
 ```
 
 **Step 3: Implement DTensor**
@@ -1226,7 +1226,7 @@ __all__ = ["DTensor", "DTensorSpec", "TensorMeta", "Placement", "Shard", "Replic
 **Step 5: Run tests**
 
 ```bash
-source ~/miniconda3/etc/profile.d/conda.sh && conda run -n mindnlp python -m pytest tests/cpu/test_dtensor.py -v --tb=short
+source ~/miniconda3/etc/profile.d/conda.sh && conda run -n candle python -m pytest tests/cpu/test_dtensor.py -v --tb=short
 ```
 
 **Step 6: Commit**
@@ -1341,7 +1341,7 @@ def test_fsdp_param_group_lifecycle():
 **Step 2: Run to verify failure**
 
 ```bash
-source ~/miniconda3/etc/profile.d/conda.sh && conda run -n mindnlp python -m pytest tests/cpu/test_fsdp_param.py -v --tb=short -x
+source ~/miniconda3/etc/profile.d/conda.sh && conda run -n candle python -m pytest tests/cpu/test_fsdp_param.py -v --tb=short -x
 ```
 
 **Step 3: Create the FSDP directory structure**
@@ -1563,7 +1563,7 @@ Create `src/candle/distributed/_composable/fsdp/__init__.py`:
 **Step 8: Run tests**
 
 ```bash
-source ~/miniconda3/etc/profile.d/conda.sh && conda run -n mindnlp python -m pytest tests/cpu/test_fsdp_param.py -v --tb=short
+source ~/miniconda3/etc/profile.d/conda.sh && conda run -n candle python -m pytest tests/cpu/test_fsdp_param.py -v --tb=short
 ```
 
 **Step 9: Commit**
@@ -1653,7 +1653,7 @@ def test_fsdp_state_post_forward_reshards():
 **Step 2: Run to verify failure**
 
 ```bash
-source ~/miniconda3/etc/profile.d/conda.sh && conda run -n mindnlp python -m pytest tests/cpu/test_fsdp_state.py -v --tb=short -x
+source ~/miniconda3/etc/profile.d/conda.sh && conda run -n candle python -m pytest tests/cpu/test_fsdp_state.py -v --tb=short -x
 ```
 
 **Step 3: Implement FSDPState**
@@ -1770,7 +1770,7 @@ def _extract_tensors_from_output(output):
 **Step 4: Run tests**
 
 ```bash
-source ~/miniconda3/etc/profile.d/conda.sh && conda run -n mindnlp python -m pytest tests/cpu/test_fsdp_state.py -v --tb=short
+source ~/miniconda3/etc/profile.d/conda.sh && conda run -n candle python -m pytest tests/cpu/test_fsdp_state.py -v --tb=short
 ```
 
 **Step 5: Commit**
@@ -1899,7 +1899,7 @@ def test_fully_shard_excludes_child_params():
 **Step 2: Run to verify failure**
 
 ```bash
-source ~/miniconda3/etc/profile.d/conda.sh && conda run -n mindnlp python -m pytest tests/cpu/test_fully_shard.py -v --tb=short -x
+source ~/miniconda3/etc/profile.d/conda.sh && conda run -n candle python -m pytest tests/cpu/test_fully_shard.py -v --tb=short -x
 ```
 
 **Step 3: Implement `fully_shard()` and FSDPModule**
@@ -2061,13 +2061,13 @@ from .fsdp import fully_shard, FSDPModule
 **Step 5: Run tests**
 
 ```bash
-source ~/miniconda3/etc/profile.d/conda.sh && conda run -n mindnlp python -m pytest tests/cpu/test_fully_shard.py -v --tb=short
+source ~/miniconda3/etc/profile.d/conda.sh && conda run -n candle python -m pytest tests/cpu/test_fully_shard.py -v --tb=short
 ```
 
 **Step 6: Run full test suite**
 
 ```bash
-source ~/miniconda3/etc/profile.d/conda.sh && conda run -n mindnlp python -m pytest tests/cpu/ tests/contract/ -v --tb=short -x 2>&1 | tail -30
+source ~/miniconda3/etc/profile.d/conda.sh && conda run -n candle python -m pytest tests/cpu/ tests/contract/ -v --tb=short -x 2>&1 | tail -30
 ```
 
 **Step 7: Commit**
@@ -2192,7 +2192,7 @@ def test_fsdp_params_are_dtensor_between_iterations():
 **Step 2: Run integration tests**
 
 ```bash
-source ~/miniconda3/etc/profile.d/conda.sh && conda run -n mindnlp python -m pytest tests/cpu/test_fsdp_integration.py -v --tb=short
+source ~/miniconda3/etc/profile.d/conda.sh && conda run -n candle python -m pytest tests/cpu/test_fsdp_integration.py -v --tb=short
 ```
 
 **Step 3: Debug and fix any issues**
@@ -2206,7 +2206,7 @@ If tests fail, investigate and fix. Common issues:
 **Step 4: Run full CPU test suite**
 
 ```bash
-source ~/miniconda3/etc/profile.d/conda.sh && conda run -n mindnlp python -m pytest tests/cpu/ tests/contract/ -v --tb=short -x 2>&1 | tail -30
+source ~/miniconda3/etc/profile.d/conda.sh && conda run -n candle python -m pytest tests/cpu/ tests/contract/ -v --tb=short -x 2>&1 | tail -30
 ```
 
 **Step 5: Commit**
@@ -2292,7 +2292,7 @@ def test_fsdp2_gloo_forward_backward():
 **Step 2: Run multi-process test**
 
 ```bash
-source ~/miniconda3/etc/profile.d/conda.sh && conda run -n mindnlp python -m pytest tests/distributed/test_fsdp2_gloo.py -v --tb=short -x
+source ~/miniconda3/etc/profile.d/conda.sh && conda run -n candle python -m pytest tests/distributed/test_fsdp2_gloo.py -v --tb=short -x
 ```
 
 **Step 3: Debug and fix issues**
diff --git a/docs/plans/2026-03-23-generated-autograd-drift-registration-followup-plan.md b/docs/plans/2026-03-23-generated-autograd-drift-registration-followup-plan.md
index 40303ddb..a2732641 100644
--- a/docs/plans/2026-03-23-generated-autograd-drift-registration-followup-plan.md
+++ b/docs/plans/2026-03-23-generated-autograd-drift-registration-followup-plan.md
@@ -63,7 +63,7 @@ def test_compiled_variable_type_surface_matches_generated_safe_registration_subs
 
 Run:
 ```bash
-source ~/miniconda3/etc/profile.d/conda.sh && conda run -n mindnlp \
+source ~/miniconda3/etc/profile.d/conda.sh && conda run -n candle \
   python -m pytest tests/contract/test_generated_registration_coverage.py -v --tb=short
 ```
 
@@ -143,7 +143,7 @@ This is a placeholder red test you will strengthen immediately after inventory l
 
 Run:
 ```bash
-source ~/miniconda3/etc/profile.d/conda.sh && conda run -n mindnlp \
+source ~/miniconda3/etc/profile.d/conda.sh && conda run -n candle \
   python -m pytest tests/contract/test_generated_registration_coverage.py -k "manual_wrapper" -v --tb=short
 ```
 
@@ -177,7 +177,7 @@ Do the same for `diff`. If you cannot safely express it in the current generator
 
 Run:
 ```bash
-source ~/miniconda3/etc/profile.d/conda.sh && conda run -n mindnlp \
+source ~/miniconda3/etc/profile.d/conda.sh && conda run -n candle \
   python -m tools.autograd.gen_autograd
 ```
 
@@ -194,7 +194,7 @@ Update the placeholder so it checks that every “manual” wrapper is either:
 
 Run:
 ```bash
-source ~/miniconda3/etc/profile.d/conda.sh && conda run -n mindnlp \
+source ~/miniconda3/etc/profile.d/conda.sh && conda run -n candle \
   python -m pytest tests/contract/test_generated_registration_coverage.py -v --tb=short
 ```
 
@@ -239,7 +239,7 @@ def test_registration_generic_aliases_have_backing_wrapper_symbols():
 
 Run:
 ```bash
-source ~/miniconda3/etc/profile.d/conda.sh && conda run -n mindnlp \
+source ~/miniconda3/etc/profile.d/conda.sh && conda run -n candle \
   python -m pytest tests/contract/test_generated_registration_coverage.py -k "generic_aliases_have_backing_wrapper_symbols" -v --tb=short
 ```
 
@@ -268,7 +268,7 @@ If a generic alias is semantically ambiguous, then `gen_registration.py` should
 
 Run:
 ```bash
-source ~/miniconda3/etc/profile.d/conda.sh && conda run -n mindnlp \
+source ~/miniconda3/etc/profile.d/conda.sh && conda run -n candle \
   python -m tools.autograd.gen_autograd
 ```
 
@@ -312,7 +312,7 @@ def test_registration_splits_compiled_safe_and_python_legacy_sections():
 
 Run:
 ```bash
-source ~/miniconda3/etc/profile.d/conda.sh && conda run -n mindnlp \
+source ~/miniconda3/etc/profile.d/conda.sh && conda run -n candle \
   python -m pytest tests/contract/test_generated_registration_coverage.py -k "splits_compiled_safe_and_python_legacy_sections" -v --tb=short
 ```
 
@@ -357,7 +357,7 @@ The generated-safe/legacy split should be data-driven from the inventory created
 
 Run:
 ```bash
-source ~/miniconda3/etc/profile.d/conda.sh && conda run -n mindnlp \
+source ~/miniconda3/etc/profile.d/conda.sh && conda run -n candle \
   python -m tools.autograd.gen_autograd
 ```
 
@@ -383,9 +383,9 @@ def test_sum_to_size_post_registration_still_resolves_with_compiled_modules_pres
 
 Run:
 ```bash
-source ~/miniconda3/etc/profile.d/conda.sh && conda run -n mindnlp \
+source ~/miniconda3/etc/profile.d/conda.sh && conda run -n candle \
   python -m pytest tests/contract/test_generated_registration_coverage.py -v --tb=short
-source ~/miniconda3/etc/profile.d/conda.sh && conda run -n mindnlp \
+source ~/miniconda3/etc/profile.d/conda.sh && conda run -n candle \
   python -m pytest tests/cpu/test_declarative_autograd.py -k "registration_imports_when_compiled_variable_type_is_present or sum_to_size_post_registration_still_resolves" -v --tb=short
 ```
 
@@ -427,7 +427,7 @@ def test_registration_keeps_python_fallback_for_legacy_ops():
 
 Run:
 ```bash
-source ~/miniconda3/etc/profile.d/conda.sh && conda run -n mindnlp \
+source ~/miniconda3/etc/profile.d/conda.sh && conda run -n candle \
   python -m pytest tests/cpu/test_declarative_autograd.py -k "prefers_compiled_generated_variable_type_for_generated_safe_ops or keeps_python_fallback_for_legacy_ops" -v --tb=short
 ```
 
@@ -438,7 +438,7 @@ Expected:
 
 Run:
 ```bash
-source ~/miniconda3/etc/profile.d/conda.sh && conda run -n mindnlp \
+source ~/miniconda3/etc/profile.d/conda.sh && conda run -n candle \
   python setup.py build_ext --inplace
 ```
 
@@ -449,7 +449,7 @@ Expected:
 
 Run:
 ```bash
-source ~/miniconda3/etc/profile.d/conda.sh && conda run -n mindnlp \
+source ~/miniconda3/etc/profile.d/conda.sh && conda run -n candle \
   python -m pytest tests/cpu/test_declarative_autograd.py -k "generated_cython or registration or generated_package" -v --tb=short
 ```
 
@@ -474,7 +474,7 @@ git commit -m "test: verify compiled generated registration split"
 
 Run:
 ```bash
-source ~/miniconda3/etc/profile.d/conda.sh && conda run -n mindnlp \
+source ~/miniconda3/etc/profile.d/conda.sh && conda run -n candle \
   python setup.py build_ext --inplace
 ```
 
@@ -484,7 +484,7 @@ Expected: success.
 
 Run:
 ```bash
-source ~/miniconda3/etc/profile.d/conda.sh && conda run -n mindnlp \
+source ~/miniconda3/etc/profile.d/conda.sh && conda run -n candle \
   python -m pytest tests/contract/test_generated_registration_coverage.py -v --tb=short
 ```
 
@@ -494,7 +494,7 @@ Expected: PASS.
 
 Run:
 ```bash
-source ~/miniconda3/etc/profile.d/conda.sh && conda run -n mindnlp \
+source ~/miniconda3/etc/profile.d/conda.sh && conda run -n candle \
   python -m pytest tests/cpu/test_declarative_autograd.py -v --tb=short
 ```
 
@@ -504,7 +504,7 @@ Expected: no new import-time or registration-time failures.
 
 Run:
 ```bash
-source ~/miniconda3/etc/profile.d/conda.sh && conda run -n mindnlp \
+source ~/miniconda3/etc/profile.d/conda.sh && conda run -n candle \
   pylint src/candle/ --rcfile=.github/pylint.conf
 ```
 
diff --git a/docs/plans/2026-03-23-parallel-roadmap-implementation-plan.md b/docs/plans/2026-03-23-parallel-roadmap-implementation-plan.md
index 437c9c2b..3806e142 100644
--- a/docs/plans/2026-03-23-parallel-roadmap-implementation-plan.md
+++ b/docs/plans/2026-03-23-parallel-roadmap-implementation-plan.md
@@ -82,7 +82,7 @@ Suggested test names:
 
 Run:
 ```bash
-source ~/miniconda3/etc/profile.d/conda.sh && conda run -n mindnlp python -m pytest tests/distributed/test_work_async.py tests/distributed/test_ddp_async_overlap.py -v --tb=short
+source ~/miniconda3/etc/profile.d/conda.sh && conda run -n candle python -m pytest tests/distributed/test_work_async.py tests/distributed/test_ddp_async_overlap.py -v --tb=short
 ```
 
 Expected:
@@ -143,7 +143,7 @@ Do not delete the Python fallback. Make it clearly secondary and keep import fal
 Run:
 ```bash
 python setup.py build_ext --inplace
-source ~/miniconda3/etc/profile.d/conda.sh && conda run -n mindnlp python -m pytest tests/distributed/test_work_async.py -v --tb=short
+source ~/miniconda3/etc/profile.d/conda.sh && conda run -n candle python -m pytest tests/distributed/test_work_async.py -v --tb=short
 ```
 
 Expected:
@@ -192,7 +192,7 @@ The hot path must be Cython. At minimum:
 
 Run:
 ```bash
-source ~/miniconda3/etc/profile.d/conda.sh && conda run -n mindnlp python -m pytest tests/distributed/test_work_async.py tests/distributed/test_ddp_async_overlap.py -v --tb=short
+source ~/miniconda3/etc/profile.d/conda.sh && conda run -n candle python -m pytest tests/distributed/test_work_async.py tests/distributed/test_ddp_async_overlap.py -v --tb=short
 ```
 
 Expected:
@@ -239,7 +239,7 @@ Keep Python responsible only for module-level orchestration and hook registratio
 
 Run:
 ```bash
-source ~/miniconda3/etc/profile.d/conda.sh && conda run -n mindnlp python -m pytest tests/distributed/test_ddp_async_overlap.py tests/distributed/test_ddp_bucket_fastpath.py -v --tb=short
+source ~/miniconda3/etc/profile.d/conda.sh && conda run -n candle python -m pytest tests/distributed/test_ddp_async_overlap.py tests/distributed/test_ddp_bucket_fastpath.py -v --tb=short
 ```
 
 Expected:
@@ -281,8 +281,8 @@ Document these as explicit success criteria in the benchmark script header:
 
 Run:
 ```bash
-source ~/miniconda3/etc/profile.d/conda.sh && conda run -n mindnlp python benchmarks/distributed_ddp_overlap.py
-source ~/miniconda3/etc/profile.d/conda.sh && conda run -n mindnlp python -m pytest tests/distributed/test_ddp_async_overlap.py -v --tb=short
+source ~/miniconda3/etc/profile.d/conda.sh && conda run -n candle python benchmarks/distributed_ddp_overlap.py
+source ~/miniconda3/etc/profile.d/conda.sh && conda run -n candle python -m pytest tests/distributed/test_ddp_async_overlap.py -v --tb=short
 ```
 
 Expected:
@@ -327,7 +327,7 @@ Replace hard-fail exports with a deliberate public API decision.
 
 Run:
 ```bash
-source ~/miniconda3/etc/profile.d/conda.sh && conda run -n mindnlp python -m pytest tests/distributed/test_fsdp_public_api.py -v --tb=short
+source ~/miniconda3/etc/profile.d/conda.sh && conda run -n candle python -m pytest tests/distributed/test_fsdp_public_api.py -v --tb=short
 ```
 
 Expected:
@@ -383,7 +383,7 @@ Move repeated per-parameter loops into Cython.
 
 Run:
 ```bash
-source ~/miniconda3/etc/profile.d/conda.sh && conda run -n mindnlp python -m pytest tests/distributed/test_fsdp_public_api.py tests/distributed/test_fsdp_shard_fastpath.py -v --tb=short
+source ~/miniconda3/etc/profile.d/conda.sh && conda run -n candle python -m pytest tests/distributed/test_fsdp_public_api.py tests/distributed/test_fsdp_shard_fastpath.py -v --tb=short
 ```
 
 Expected:
@@ -419,7 +419,7 @@ Cover at least:
 
 Run:
 ```bash
-source ~/miniconda3/etc/profile.d/conda.sh && conda run -n mindnlp python -m pytest tests/distributed/test_fsdp_npu_integration.py -v --tb=short
+source ~/miniconda3/etc/profile.d/conda.sh && conda run -n candle python -m pytest tests/distributed/test_fsdp_npu_integration.py -v --tb=short
 ```
 
 Expected:
@@ -462,7 +462,7 @@ Make sure checkpoint planning understands:
 
 Run:
 ```bash
-source ~/miniconda3/etc/profile.d/conda.sh && conda run -n mindnlp python -m pytest tests/distributed/test_distributed_checkpoint.py -v --tb=short
+source ~/miniconda3/etc/profile.d/conda.sh && conda run -n candle python -m pytest tests/distributed/test_distributed_checkpoint.py -v --tb=short
 ```
 
 Expected:
@@ -503,7 +503,7 @@ Planner policy can stay Python. The repeated metadata and chunk math should move
 Run:
 ```bash
 python setup.py build_ext --inplace
-source ~/miniconda3/etc/profile.d/conda.sh && conda run -n mindnlp python -m pytest tests/distributed/test_distributed_checkpoint.py -v --tb=short
+source ~/miniconda3/etc/profile.d/conda.sh && conda run -n candle python -m pytest tests/distributed/test_distributed_checkpoint.py -v --tb=short
 ```
 
 Expected:
@@ -548,7 +548,7 @@ Cover:
 
 Run:
 ```bash
-source ~/miniconda3/etc/profile.d/conda.sh && conda run -n mindnlp python -m pytest tests/cuda/test_nccl_collectives.py tests/cuda/test_cuda_stream_api.py -v --tb=short
+source ~/miniconda3/etc/profile.d/conda.sh && conda run -n candle python -m pytest tests/cuda/test_nccl_collectives.py tests/cuda/test_cuda_stream_api.py -v --tb=short
 ```
 
 Expected:
@@ -601,7 +601,7 @@ Implement at least:
 Run:
 ```bash
 python setup.py build_ext --inplace
-source ~/miniconda3/etc/profile.d/conda.sh && conda run -n mindnlp python -m pytest tests/cuda/test_nccl_collectives.py tests/cuda/test_cuda_stream_api.py -v --tb=short
+source ~/miniconda3/etc/profile.d/conda.sh && conda run -n candle python -m pytest tests/cuda/test_nccl_collectives.py tests/cuda/test_cuda_stream_api.py -v --tb=short
 ```
 
 Expected:
@@ -648,7 +648,7 @@ Cover:
 
 Run:
 ```bash
-source ~/miniconda3/etc/profile.d/conda.sh && conda run -n mindnlp python -m pytest tests/distributed/test_dtensor_redistribute.py tests/distributed/test_tensor_parallel.py -v --tb=short
+source ~/miniconda3/etc/profile.d/conda.sh && conda run -n candle python -m pytest tests/distributed/test_dtensor_redistribute.py tests/distributed/test_tensor_parallel.py -v --tb=short
 ```
 
 Expected:
@@ -692,7 +692,7 @@ Python should choose the algorithm. Cython should do the repeated layout math an
 Run:
 ```bash
 python setup.py build_ext --inplace
-source ~/miniconda3/etc/profile.d/conda.sh && conda run -n mindnlp python -m pytest tests/distributed/test_dtensor_redistribute.py tests/distributed/test_tensor_parallel.py -v --tb=short
+source ~/miniconda3/etc/profile.d/conda.sh && conda run -n candle python -m pytest tests/distributed/test_dtensor_redistribute.py tests/distributed/test_tensor_parallel.py -v --tb=short
 ```
 
 Expected:
@@ -733,7 +733,7 @@ Do not add a full scheduler zoo. Start with:
 
 Run:
 ```bash
-source ~/miniconda3/etc/profile.d/conda.sh && conda run -n mindnlp python -m pytest tests/distributed/test_pipeline_parallel.py -v --tb=short
+source ~/miniconda3/etc/profile.d/conda.sh && conda run -n candle python -m pytest tests/distributed/test_pipeline_parallel.py -v --tb=short
 ```
 
 Expected:
@@ -787,7 +787,7 @@ Examples:
 
 Run:
 ```bash
-source ~/miniconda3/etc/profile.d/conda.sh && conda run -n mindnlp python -m pytest tests/cpu/test_threading_api.py tests/distributed -v --tb=short -x
+source ~/miniconda3/etc/profile.d/conda.sh && conda run -n candle python -m pytest tests/cpu/test_threading_api.py tests/distributed -v --tb=short -x
 ```
 
 Expected:
diff --git a/docs/superpowers/plans/2026-03-10-pytorch-test-migration.md b/docs/superpowers/plans/2026-03-10-pytorch-test-migration.md
index 7fd3d3d6..2f2c0352 100644
--- a/docs/superpowers/plans/2026-03-10-pytorch-test-migration.md
+++ b/docs/superpowers/plans/2026-03-10-pytorch-test-migration.md
@@ -156,7 +156,7 @@ See each subdirectory's README for usage.
 - [ ] **Step 6: Verify transformers compat still works**
 
 ```bash
-source ~/miniconda3/etc/profile.d/conda.sh && conda run -n mindnlp \
+source ~/miniconda3/etc/profile.d/conda.sh && conda run -n candle \
   env USE_CANDLE=1 python compat/transformers/run.py --model bert \
   --json-report /tmp/tf-verify.json --tb=line
 python compat/transformers/run.py --summarize /tmp/tf-verify.json
@@ -871,16 +871,16 @@ git commit -m "feat: add candle.testing._internal.common_device_type (instantiat
 - [ ] **Step 1: Clone pytorch and setup**
 
 ```bash
-source ~/miniconda3/etc/profile.d/conda.sh && conda run -n mindnlp \
+source ~/miniconda3/etc/profile.d/conda.sh && conda run -n candle \
   pip install -r compat/pytorch/requirements.txt
-source ~/miniconda3/etc/profile.d/conda.sh && conda run -n mindnlp \
+source ~/miniconda3/etc/profile.d/conda.sh && conda run -n candle \
   python compat/pytorch/run.py --setup-only
 ```
 
 - [ ] **Step 2: Run test_tensor.py smoke test**
 
 ```bash
-source ~/miniconda3/etc/profile.d/conda.sh && conda run -n mindnlp \
+source ~/miniconda3/etc/profile.d/conda.sh && conda run -n candle \
   env USE_CANDLE=1 python compat/pytorch/run.py \
   --file test_tensor.py \
   --json-report /tmp/pytorch-smoke.json \
diff --git a/docs/superpowers/plans/2026-03-24-github-templates.md b/docs/superpowers/plans/2026-03-24-github-templates.md
index 616b24b2..dcf9002b 100644
--- a/docs/superpowers/plans/2026-03-24-github-templates.md
+++ b/docs/superpowers/plans/2026-03-24-github-templates.md
@@ -606,7 +606,7 @@ git commit -m "docs(github): add AI issue templates"
 ## Test plan
 
 - [ ] Not run (explain why)
-- [ ] `source ~/miniconda3/etc/profile.d/conda.sh && conda run -n mindnlp python -m pytest ...`
+- [ ] `source ~/miniconda3/etc/profile.d/conda.sh && conda run -n candle python -m pytest ...`
 - [ ] `pylint src/candle/ --rcfile=.github/pylint.conf`
 
 ## Checklist
@@ -643,7 +643,7 @@ git commit -m "docs(github): add AI issue templates"
 ### Commands run
 
 ```bash
-source ~/miniconda3/etc/profile.d/conda.sh && conda run -n mindnlp python -m pytest ...
+source ~/miniconda3/etc/profile.d/conda.sh && conda run -n candle python -m pytest ...
 pylint src/candle/ --rcfile=.github/pylint.conf
 ```