diff --git a/docs/skills-index.md b/docs/skills-index.md
index fe72fdf26c..b0f5a6c18b 100644
--- a/docs/skills-index.md
+++ b/docs/skills-index.md
@@ -34,16 +34,15 @@ skills/nemo-rl-e2e-testing/SKILL
 :caption: Performance Techniques
 :maxdepth: 1
 
-
 skills/nemo-mbridge-perf-parallelism-strategies/SKILL
 skills/nemo-mbridge-perf-cuda-graphs/SKILL
 skills/nemo-mbridge-perf-tp-dp-comm-overlap/SKILL
 skills/nemo-mbridge-perf-megatron-fsdp/SKILL
 skills/nemo-mbridge-perf-sequence-packing/SKILL
 skills/nemo-mbridge-perf-hierarchical-context-parallel/SKILL
-skills/perf-expert-parallel-overlap/SKILL
-skills/perf-moe-comm-overlap/SKILL
-skills/perf-activation-recompute/SKILL
+skills/nemo-mbridge-perf-expert-parallel-overlap/SKILL
+skills/nemo-mbridge-perf-moe-comm-overlap/SKILL
+skills/nemo-mbridge-perf-activation-recompute/SKILL
 skills/perf-memory-tuning/SKILL
 skills/perf-moe-dispatcher-selection/SKILL
 skills/perf-moe-hardware-configs/SKILL
diff --git a/docs/training/activation-recomputation.md b/docs/training/activation-recomputation.md
index 3ef8049ef7..0e1d47b5ed 100644
--- a/docs/training/activation-recomputation.md
+++ b/docs/training/activation-recomputation.md
@@ -193,5 +193,5 @@ up-projection modules than to enable blanket full recomputation immediately.
 
 - [docs/training/cuda-graphs.md](cuda-graphs.md)
 - [docs/training/moe-optimization.md](moe-optimization.md)
-- [skills/perf-activation-recompute/SKILL.md](../skills/perf-activation-recompute/SKILL.md) — per-module cost/savings data, measured results
-- [skills/perf-memory-tuning/SKILL.md](../skills/perf-memory-tuning/SKILL.md) — expandable segments, parallelism resizing, and other memory reduction strategies
+- [skills/nemo-mbridge-perf-activation-recompute/SKILL.md](../skills/nemo-mbridge-perf-activation-recompute/SKILL.md) — per-module cost/savings data, measured results
+- [skills/nemo-mbridge-perf-memory-tuning/SKILL.md](../skills/nemo-mbridge-perf-memory-tuning/SKILL.md) — expandable segments, parallelism resizing, and other memory reduction strategies
diff --git a/docs/training/communication-overlap.md b/docs/training/communication-overlap.md
index 539671cc5b..bb4b8bf371 100644
--- a/docs/training/communication-overlap.md
+++ b/docs/training/communication-overlap.md
@@ -7,8 +7,8 @@ This page is the stable guide for what communication overlap is, when it tends
 to help, and which boundaries are durable across Megatron Bridge. For exact
 knobs, code anchors, and verification commands, see:
 
+- [skills/nemo-mbridge-perf-expert-parallel-overlap/SKILL.md](../skills/nemo-mbridge-perf-expert-parallel-overlap/SKILL.md)
 - [skills/nemo-mbridge-perf-tp-dp-comm-overlap/SKILL.md](../skills/nemo-mbridge-perf-tp-dp-comm-overlap/SKILL.md)
-- [skills/perf-expert-parallel-overlap/SKILL.md](../skills/perf-expert-parallel-overlap/SKILL.md)
 
 ## What It Is
 
@@ -122,8 +122,8 @@ on the actual bottleneck.
 
 For config examples and minimal runnable commands, see:
 
+- [skills/nemo-mbridge-perf-expert-parallel-overlap/SKILL.md](../skills/nemo-mbridge-perf-expert-parallel-overlap/SKILL.md)
 - [skills/nemo-mbridge-perf-tp-dp-comm-overlap/SKILL.md](../skills/nemo-mbridge-perf-tp-dp-comm-overlap/SKILL.md)
-- [skills/perf-expert-parallel-overlap/SKILL.md](../skills/perf-expert-parallel-overlap/SKILL.md)
 
 ## Expected Metric Changes
 
@@ -158,7 +158,8 @@ correct question is always "which communication path is exposed in this run?"
 - [docs/performance-guide.md](../performance-guide.md)
 - [docs/training/cuda-graphs.md](cuda-graphs.md)
 - [docs/training/hierarchical-context-parallel.md](hierarchical-context-parallel.md)
+- [skills/nemo-mbridge-perf-expert-parallel-overlap/SKILL.md](../skills/nemo-mbridge-perf-expert-parallel-overlap/SKILL.md)
+- [skills/nemo-mbridge-perf-moe-comm-overlap/SKILL.md](../skills/nemo-mbridge-perf-moe-comm-overlap/SKILL.md)
+- [skills/nemo-mbridge-perf-moe-comm-overlap/card.yaml](../skills/nemo-mbridge-perf-moe-comm-overlap/card.yaml)
 - [skills/nemo-mbridge-perf-tp-dp-comm-overlap/SKILL.md](../skills/nemo-mbridge-perf-tp-dp-comm-overlap/SKILL.md)
-- [skills/perf-expert-parallel-overlap/SKILL.md](../skills/perf-expert-parallel-overlap/SKILL.md)
-- [skills/perf-moe-comm-overlap/SKILL.md](../skills/perf-moe-comm-overlap/SKILL.md)
-- [skills/perf-moe-comm-overlap/card.yaml](../skills/perf-moe-comm-overlap/card.yaml)
+
diff --git a/docs/training/moe-optimization.md b/docs/training/moe-optimization.md
index e4ad6d95ca..ff3922f45e 100644
--- a/docs/training/moe-optimization.md
+++ b/docs/training/moe-optimization.md
@@ -11,7 +11,7 @@ For tuning knobs, hardware-specific configs, and benchmark-oriented guidance, se
 - [skills/perf-moe-long-context/SKILL.md](../skills/perf-moe-long-context/SKILL.md)
 - [skills/perf-moe-hardware-configs/SKILL.md](../skills/perf-moe-hardware-configs/SKILL.md)
 - [skills/perf-moe-vlm-training/SKILL.md](../skills/perf-moe-vlm-training/SKILL.md)
-- [skills/perf-moe-comm-overlap/SKILL.md](../skills/perf-moe-comm-overlap/SKILL.md)
+- [skills/nemo-mbridge-perf-moe-comm-overlap/SKILL.md](../skills/nemo-mbridge-perf-moe-comm-overlap/SKILL.md)
 
 ## The Three Walls
 
diff --git a/skills/nemo-mbridge-perf-activation-recompute/BENCHMARK.md b/skills/nemo-mbridge-perf-activation-recompute/BENCHMARK.md
new file mode 100644
index 0000000000..979410a496
--- /dev/null
+++ b/skills/nemo-mbridge-perf-activation-recompute/BENCHMARK.md
@@ -0,0 +1,65 @@
+# Evaluation Report
+
+Evaluation of the `nemo-mbridge-perf-activation-recompute` skill before publication through NVSkills-Eval.
+
+This benchmark summarizes 3-Tier Evaluation from NVSkills-Eval results for the skill. The goal is to document whether the skill is safe, discoverable, effective, and useful for agents before it is published for broader workflow use.
+
+## Evaluation Summary
+
+- Skill: `nemo-mbridge-perf-activation-recompute`
+- Evaluation date: 2026-05-29
+- NVSkills-Eval profile: `external`
+- Overall verdict: FAIL
+- Tier 3 live agent evaluation: not available in this report
+
+## Agents Used
+
+- Tier 3 agent details were not available in this report.
+
+## Metrics Used
+
+Reported benchmark dimensions:
+
+- Security: checks whether skill-assisted execution avoids unsafe behavior such as secret leakage, destructive commands, or unauthorized access.
+- Correctness: checks whether the agent follows the expected workflow and produces the correct final output.
+- Discoverability: checks whether the agent loads the skill when relevant and avoids using it when irrelevant.
+- Effectiveness: checks whether the agent performs measurably better with the skill than without it.
+- Efficiency: checks whether the agent uses fewer tokens and avoids redundant work.
+
+Underlying evaluation signals used in this run:
+
+- No Tier 3 evaluation signal details were available in this report.
+
+## Test Tasks
+
+Tier 3 evaluation task details were not available in this report.
+
+## Results
+
+Tier 3 dimension rollup was not available in this report.
+
+## Tier 1: Static Validation Summary
+
+Tier 1 validation reported findings. NVSkills-Eval ran 9 checks and found 13 total findings.
+
+Top findings:
+
+- MEDIUM QUALITY/quality_correctness: SKILL_SPEC recommended field missing: 'metadata.author' (`skills/nemo-mbridge-perf-activation-recompute/SKILL.md`)
+- MEDIUM QUALITY/quality_correctness: SKILL_SPEC recommended field missing: 'metadata.tags' (`skills/nemo-mbridge-perf-activation-recompute/SKILL.md`)
+- MEDIUM SCHEMA/body_recommended_section: Missing recommended section: '## Instructions' (`skills/nemo-mbridge-perf-activation-recompute/SKILL.md`)
+- MEDIUM SCHEMA/body_recommended_section: Missing recommended section: '## Examples' (`skills/nemo-mbridge-perf-activation-recompute/SKILL.md`)
+- MEDIUM SCHEMA/author_missing: Author not specified in metadata (`skills/nemo-mbridge-perf-activation-recompute/SKILL.md`)
+
+## Tier 2: Deduplication Summary
+
+Tier 2 validation reported findings. NVSkills-Eval ran 2 checks and found 1 total findings.
+
+Top findings:
+
+- HIGH DUPLICATE/duplicate: Duplicate content found within SKILL.md:
+  "### Selective recompute (default for most recipes)" in SKILL.md (lines 40-46)
+  vs "### Selective recompute with additional modules" in SKILL.md (lines 47-53) (`SKILL.md:40`)
+
+## Publication Recommendation
+
+The skill should be reviewed before NVSkills-Eval publication. Skill owners should address the findings above and rerun NVSkills-Eval to refresh this benchmark.
diff --git a/skills/perf-activation-recompute/SKILL.md b/skills/nemo-mbridge-perf-activation-recompute/SKILL.md
similarity index 96%
rename from skills/perf-activation-recompute/SKILL.md
rename to skills/nemo-mbridge-perf-activation-recompute/SKILL.md
index cbb574327d..c375a86704 100644
--- a/skills/perf-activation-recompute/SKILL.md
+++ b/skills/nemo-mbridge-perf-activation-recompute/SKILL.md
@@ -1,13 +1,14 @@
 ---
-name: perf-activation-recompute
+name: nemo-mbridge-perf-activation-recompute
 description: Validate and use selective and full activation recompute in Megatron Bridge to reduce GPU memory usage at the cost of extra compute.
+license: Apache-2.0
 when_to_use: Reducing GPU memory via activation recompute, or investigating a commit that changed recompute settings and caused OOM or a regression; 'recompute_granularity', 'recompute_num_layers', 'recompute_modules', 'recompute_method', 'selective recompute', 'full recompute', 'activation memory OOM'.
 ---
 
 # Activation Recompute
 
 Stable docs: @docs/training/activation-recomputation.md
-Card: @skills/perf-activation-recompute/card.yaml
+Card: @skills/nemo-mbridge-perf-activation-recompute/card.yaml
 
 ## What It Is
 
@@ -28,7 +29,7 @@ how many layers via `recompute_num_layers`.
 
 1. **Set `PYTORCH_CUDA_ALLOC_CONF=expandable_segments:True` first** — most
    borderline OOMs are caused by memory fragmentation, not capacity. This
-   fixes it at zero cost. See @skills/perf-memory-tuning/SKILL.md.
+   fixes it at zero cost. See @skills/nemo-mbridge-perf-memory-tuning/SKILL.md.
 2. Start with `recompute_granularity=selective`, `recompute_modules=[core_attn]`
    (often already the default in recipes).
 3. Add `layernorm` to recompute modules — nearly free compute-wise but saves
@@ -128,7 +129,7 @@ Key takeaways:
   (hidden=28672) is expensive to recompute
 - Combining `mlp` + `core_attn` is slightly worse than `mlp` alone
 - For this workload, the actual OOM fix was `PYTORCH_CUDA_ALLOC_CONF=expandable_segments:True`
-  (memory fragmentation, not capacity). See @skills/perf-memory-tuning/SKILL.md.
+  (memory fragmentation, not capacity). See @skills/nemo-mbridge-perf-memory-tuning/SKILL.md.
 
 ## Code Anchors
 
diff --git a/skills/perf-activation-recompute/card.yaml b/skills/nemo-mbridge-perf-activation-recompute/card.yaml
similarity index 98%
rename from skills/perf-activation-recompute/card.yaml
rename to skills/nemo-mbridge-perf-activation-recompute/card.yaml
index 96f6d8ea36..f5df90608c 100644
--- a/skills/perf-activation-recompute/card.yaml
+++ b/skills/nemo-mbridge-perf-activation-recompute/card.yaml
@@ -92,7 +92,7 @@ recommended_path:
   first_try: "recompute_granularity=selective, recompute_modules=[core_attn]"
   if_still_oom: "add layernorm (cheap) or mlp (expensive but saves ~3 GB)"
   last_resort: "recompute_granularity=full, recompute_method=uniform"
-  alternative: "see skills/perf-memory-tuning/ for VPP tuning and other memory strategies"
+  alternative: "see skills/nemo-mbridge-perf-memory-tuning/ for VPP tuning and other memory strategies"
 expected_metric_change:
   - metric: peak_memory
     direction: down
diff --git a/skills/nemo-mbridge-perf-activation-recompute/evals/evals.json b/skills/nemo-mbridge-perf-activation-recompute/evals/evals.json
new file mode 100644
index 0000000000..fe51488c70
--- /dev/null
+++ b/skills/nemo-mbridge-perf-activation-recompute/evals/evals.json
@@ -0,0 +1 @@
+[]
diff --git a/skills/nemo-mbridge-perf-activation-recompute/skill-card.md b/skills/nemo-mbridge-perf-activation-recompute/skill-card.md
new file mode 100644
index 0000000000..cefe25637f
--- /dev/null
+++ b/skills/nemo-mbridge-perf-activation-recompute/skill-card.md
@@ -0,0 +1,53 @@
+## Description: <br>
+Validate and use selective and full activation recompute in Megatron Bridge to reduce GPU memory usage at the cost of extra compute. <br>
+
+This skill is ready for commercial/non-commercial use. <br>
+
+## Owner
+NVIDIA <br>
+
+### License/Terms of Use: <br>
+Apache 2.0 <br>
+## Use Case: <br>
+Developers and engineers reducing GPU memory pressure during LLM training by configuring activation recompute strategies in Megatron Bridge, or diagnosing OOM failures and performance regressions related to recompute settings. <br>
+
+### Deployment Geography for Use: <br>
+Global <br>
+
+## Known Risks and Mitigations: <br>
+Risk: Review before execution as proposals could introduce incorrect or misleading guidance into skills. <br>
+Mitigation: Review and scan skill before deployment. <br>
+
+## Reference(s): <br>
+- [Activation Recomputation Documentation](docs/training/activation-recomputation.md) <br>
+- [Performance Tuning Guide](docs/performance-guide.md) <br>
+- [Megatron Bridge Documentation](https://docs.nvidia.com/nemo/megatron-bridge/latest/) <br>
+
+
+## Skill Output: <br>
+**Output Type(s):** [Configuration instructions, Shell commands, Analysis] <br>
+**Output Format:** [Markdown with inline code blocks] <br>
+**Output Parameters:** [1D] <br>
+**Other Properties Related to Output:** [None] <br>
+
+## Evaluation Tasks: <br>
+3-Tier NVSkills-Eval evaluation covering static validation, deduplication, and live agent testing for safety, correctness, discoverability, effectiveness, and efficiency. <br>
+
+## Evaluation Metrics Used: <br>
+Reported benchmark dimensions: <br>
+- Security: Checks whether skill-assisted execution avoids unsafe behavior such as secret leakage, destructive commands, or unauthorized access. <br>
+- Correctness: Checks whether the agent follows the expected workflow and produces the correct final output. <br>
+- Discoverability: Checks whether the agent loads the skill when relevant and avoids using it when irrelevant. <br>
+- Effectiveness: Checks whether the agent performs measurably better with the skill than without it. <br>
+- Efficiency: Checks whether the agent uses fewer tokens and avoids redundant work. <br>
+
+
+
+## Skill Version(s): <br>
+v0.2.0rc6-1469-g6fe590a5 (source: git tag) <br>
+
+## Ethical Considerations: <br>
+NVIDIA believes Trustworthy AI is a shared responsibility and we have established policies and practices to enable development for a wide array of AI applications. When downloaded or used in accordance with our terms of service, developers should work with their internal team to ensure this skill meets requirements for the relevant industry and use case and addresses unforeseen product misuse. <br>
+
+(For Release on NVIDIA Platforms Only) <br>
+Please report quality, risk, security vulnerabilities or NVIDIA AI Concerns [here](https://app.intigriti.com/programs/nvidia/nvidiavdp/detail). <br>
diff --git a/skills/nemo-mbridge-perf-activation-recompute/skill.oms.sig b/skills/nemo-mbridge-perf-activation-recompute/skill.oms.sig
new file mode 100644
index 0000000000..ad7d628473
--- /dev/null
+++ b/skills/nemo-mbridge-perf-activation-recompute/skill.oms.sig
@@ -0,0 +1 @@
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diff --git a/skills/nemo-mbridge-perf-expert-parallel-overlap/BENCHMARK.md b/skills/nemo-mbridge-perf-expert-parallel-overlap/BENCHMARK.md
new file mode 100644
index 0000000000..cdd4142400
--- /dev/null
+++ b/skills/nemo-mbridge-perf-expert-parallel-overlap/BENCHMARK.md
@@ -0,0 +1,65 @@
+# Evaluation Report
+
+Evaluation of the `nemo-mbridge-perf-expert-parallel-overlap` skill before publication through NVSkills-Eval.
+
+This benchmark summarizes 3-Tier Evaluation from NVSkills-Eval results for the skill. The goal is to document whether the skill is safe, discoverable, effective, and useful for agents before it is published for broader workflow use.
+
+## Evaluation Summary
+
+- Skill: `nemo-mbridge-perf-expert-parallel-overlap`
+- Evaluation date: 2026-05-29
+- NVSkills-Eval profile: `external`
+- Overall verdict: FAIL
+- Tier 3 live agent evaluation: not available in this report
+
+## Agents Used
+
+- Tier 3 agent details were not available in this report.
+
+## Metrics Used
+
+Reported benchmark dimensions:
+
+- Security: checks whether skill-assisted execution avoids unsafe behavior such as secret leakage, destructive commands, or unauthorized access.
+- Correctness: checks whether the agent follows the expected workflow and produces the correct final output.
+- Discoverability: checks whether the agent loads the skill when relevant and avoids using it when irrelevant.
+- Effectiveness: checks whether the agent performs measurably better with the skill than without it.
+- Efficiency: checks whether the agent uses fewer tokens and avoids redundant work.
+
+Underlying evaluation signals used in this run:
+
+- No Tier 3 evaluation signal details were available in this report.
+
+## Test Tasks
+
+Tier 3 evaluation task details were not available in this report.
+
+## Results
+
+Tier 3 dimension rollup was not available in this report.
+
+## Tier 1: Static Validation Summary
+
+Tier 1 validation reported findings. NVSkills-Eval ran 9 checks and found 14 total findings.
+
+Top findings:
+
+- MEDIUM QUALITY/quality_correctness: SKILL_SPEC recommended field missing: 'metadata.author' (`skills/nemo-mbridge-perf-expert-parallel-overlap/SKILL.md`)
+- MEDIUM QUALITY/quality_correctness: SKILL_SPEC recommended field missing: 'metadata.tags' (`skills/nemo-mbridge-perf-expert-parallel-overlap/SKILL.md`)
+- MEDIUM SCHEMA/body_recommended_section: Missing recommended section: '## Instructions' (`skills/nemo-mbridge-perf-expert-parallel-overlap/SKILL.md`)
+- MEDIUM SCHEMA/body_recommended_section: Missing recommended section: '## Examples' (`skills/nemo-mbridge-perf-expert-parallel-overlap/SKILL.md`)
+- MEDIUM SCHEMA/author_missing: Author not specified in metadata (`skills/nemo-mbridge-perf-expert-parallel-overlap/SKILL.md`)
+
+## Tier 2: Deduplication Summary
+
+Tier 2 validation reported findings. NVSkills-Eval ran 2 checks and found 1 total findings.
+
+Top findings:
+
+- HIGH DUPLICATE/duplicate: Duplicate content found within SKILL.md:
+  "# MoE Expert-Parallel Overlap Skill" in SKILL.md (lines 1-5)
+  vs "## References" in SKILL.md (lines 6-10) (`SKILL.md:1`)
+
+## Publication Recommendation
+
+The skill should be reviewed before NVSkills-Eval publication. Skill owners should address the findings above and rerun NVSkills-Eval to refresh this benchmark.
diff --git a/skills/perf-expert-parallel-overlap/SKILL.md b/skills/nemo-mbridge-perf-expert-parallel-overlap/SKILL.md
similarity index 98%
rename from skills/perf-expert-parallel-overlap/SKILL.md
rename to skills/nemo-mbridge-perf-expert-parallel-overlap/SKILL.md
index f9164349a5..4b712132f4 100644
--- a/skills/perf-expert-parallel-overlap/SKILL.md
+++ b/skills/nemo-mbridge-perf-expert-parallel-overlap/SKILL.md
@@ -1,18 +1,19 @@
 ---
-name: perf-expert-parallel-overlap
+name: nemo-mbridge-perf-expert-parallel-overlap
 description: Validate and use MoE expert-parallel communication overlap in Megatron-Bridge, including overlap_moe_expert_parallel_comm, delay_wgrad_compute, and flex dispatcher backends such as DeepEP and HybridEP.
+license: Apache-2.0
 when_to_use: Enabling EP overlap to hide dispatch/combine latency, or tracing a throughput regression to an EP overlap config change; 'overlap_moe_expert_parallel_comm', 'delay_wgrad_compute', 'flex dispatcher', 'DeepEP overlap', 'HybridEP overlap'.
 ---
 
 # MoE Expert-Parallel Overlap Skill
 
 Stable docs: @docs/training/communication-overlap.md
-Card: @skills/perf-expert-parallel-overlap/card.yaml
+Card: @skills/nemo-mbridge-perf-expert-parallel-overlap/card.yaml
 
 ## References
 
 - Stable docs: @docs/training/communication-overlap.md
-- Structured metadata: @skills/perf-expert-parallel-overlap/card.yaml
+- Structured metadata: @skills/nemo-mbridge-perf-expert-parallel-overlap/card.yaml
 
 ## What It Is
 
diff --git a/skills/perf-expert-parallel-overlap/card.yaml b/skills/nemo-mbridge-perf-expert-parallel-overlap/card.yaml
similarity index 100%
rename from skills/perf-expert-parallel-overlap/card.yaml
rename to skills/nemo-mbridge-perf-expert-parallel-overlap/card.yaml
diff --git a/skills/nemo-mbridge-perf-expert-parallel-overlap/evals/evals.json b/skills/nemo-mbridge-perf-expert-parallel-overlap/evals/evals.json
new file mode 100644
index 0000000000..fe51488c70
--- /dev/null
+++ b/skills/nemo-mbridge-perf-expert-parallel-overlap/evals/evals.json
@@ -0,0 +1 @@
+[]
diff --git a/skills/nemo-mbridge-perf-expert-parallel-overlap/skill-card.md b/skills/nemo-mbridge-perf-expert-parallel-overlap/skill-card.md
new file mode 100644
index 0000000000..2510d98844
--- /dev/null
+++ b/skills/nemo-mbridge-perf-expert-parallel-overlap/skill-card.md
@@ -0,0 +1,50 @@
+## Description: <br>
+Validate and use MoE expert-parallel communication overlap in Megatron-Bridge, including overlap_moe_expert_parallel_comm, delay_wgrad_compute, and flex dispatcher backends such as DeepEP and HybridEP. <br>
+
+This skill is ready for commercial/non-commercial use. <br>
+
+## Owner
+NVIDIA <br>
+
+### License/Terms of Use: <br>
+Apache 2.0 <br>
+## Use Case: <br>
+Developers and engineers enabling MoE expert-parallel communication overlap to optimize distributed training throughput for Mixture-of-Experts models in Megatron-Bridge. <br>
+
+### Deployment Geography for Use: <br>
+Global <br>
+
+## Known Risks and Mitigations: <br>
+Risk: Review before execution as proposals could introduce incorrect or misleading guidance into skills. <br>
+Mitigation: Review and scan skill before deployment. <br>
+
+## Reference(s): <br>
+- [Communication Overlap Documentation](docs/training/communication-overlap.md) <br>
+- [Performance Tuning Guide](docs/performance-guide.md) <br>
+- [Megatron-Bridge Documentation](https://docs.nvidia.com/nemo/megatron-bridge/latest/) <br>
+
+
+## Skill Output: <br>
+**Output Type(s):** [Configuration instructions, Shell commands, Analysis] <br>
+**Output Format:** [Markdown with inline Python and bash code blocks] <br>
+**Output Parameters:** [1D] <br>
+**Other Properties Related to Output:** [None] <br>
+
+## Evaluation Metrics Used: <br>
+Reported benchmark dimensions: <br>
+- Security: Checks whether skill-assisted execution avoids unsafe behavior such as secret leakage, destructive commands, or unauthorized access. <br>
+- Correctness: Checks whether the agent follows the expected workflow and produces the correct final output. <br>
+- Discoverability: Checks whether the agent loads the skill when relevant and avoids using it when irrelevant. <br>
+- Effectiveness: Checks whether the agent performs measurably better with the skill than without it. <br>
+- Efficiency: Checks whether the agent uses fewer tokens and avoids redundant work. <br>
+
+
+
+## Skill Version(s): <br>
+v0.2.0rc6-1469-g6fe590a5 (source: git describe, committed 2026-05-28) <br>
+
+## Ethical Considerations: <br>
+NVIDIA believes Trustworthy AI is a shared responsibility and we have established policies and practices to enable development for a wide array of AI applications. When downloaded or used in accordance with our terms of service, developers should work with their internal team to ensure this skill meets requirements for the relevant industry and use case and addresses unforeseen product misuse. <br>
+
+(For Release on NVIDIA Platforms Only) <br>
+Please report quality, risk, security vulnerabilities or NVIDIA AI Concerns [here](https://app.intigriti.com/programs/nvidia/nvidiavdp/detail). <br>
diff --git a/skills/nemo-mbridge-perf-expert-parallel-overlap/skill.oms.sig b/skills/nemo-mbridge-perf-expert-parallel-overlap/skill.oms.sig
new file mode 100644
index 0000000000..53beeda3a2
--- /dev/null
+++ b/skills/nemo-mbridge-perf-expert-parallel-overlap/skill.oms.sig
@@ -0,0 +1 @@
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diff --git a/skills/nemo-mbridge-perf-moe-comm-overlap/BENCHMARK.md b/skills/nemo-mbridge-perf-moe-comm-overlap/BENCHMARK.md
new file mode 100644
index 0000000000..d242bab13d
--- /dev/null
+++ b/skills/nemo-mbridge-perf-moe-comm-overlap/BENCHMARK.md
@@ -0,0 +1,64 @@
+# Evaluation Report
+
+Evaluation of the `nemo-mbridge-perf-moe-comm-overlap` skill before publication through NVSkills-Eval.
+
+This benchmark summarizes 3-Tier Evaluation from NVSkills-Eval results for the skill. The goal is to document whether the skill is safe, discoverable, effective, and useful for agents before it is published for broader workflow use.
+
+## Evaluation Summary
+
+- Skill: `nemo-mbridge-perf-moe-comm-overlap`
+- Evaluation date: 2026-05-29
+- NVSkills-Eval profile: `external`
+- Overall verdict: FAIL
+- Tier 3 live agent evaluation: not available in this report
+
+## Agents Used
+
+- Tier 3 agent details were not available in this report.
+
+## Metrics Used
+
+Reported benchmark dimensions:
+
+- Security: checks whether skill-assisted execution avoids unsafe behavior such as secret leakage, destructive commands, or unauthorized access.
+- Correctness: checks whether the agent follows the expected workflow and produces the correct final output.
+- Discoverability: checks whether the agent loads the skill when relevant and avoids using it when irrelevant.
+- Effectiveness: checks whether the agent performs measurably better with the skill than without it.
+- Efficiency: checks whether the agent uses fewer tokens and avoids redundant work.
+
+Underlying evaluation signals used in this run:
+
+- No Tier 3 evaluation signal details were available in this report.
+
+## Test Tasks
+
+Tier 3 evaluation task details were not available in this report.
+
+## Results
+
+Tier 3 dimension rollup was not available in this report.
+
+## Tier 1: Static Validation Summary
+
+Tier 1 validation reported findings. NVSkills-Eval ran 9 checks and found 14 total findings.
+
+Top findings:
+
+- MEDIUM QUALITY/quality_correctness: SKILL_SPEC recommended field missing: 'metadata.author' (`skills/nemo-mbridge-perf-moe-comm-overlap/SKILL.md`)
+- MEDIUM QUALITY/quality_correctness: SKILL_SPEC recommended field missing: 'metadata.tags' (`skills/nemo-mbridge-perf-moe-comm-overlap/SKILL.md`)
+- MEDIUM SCHEMA/body_recommended_section: Missing recommended section: '## Instructions' (`skills/nemo-mbridge-perf-moe-comm-overlap/SKILL.md`)
+- MEDIUM SCHEMA/body_recommended_section: Missing recommended section: '## Examples' (`skills/nemo-mbridge-perf-moe-comm-overlap/SKILL.md`)
+- MEDIUM SCHEMA/author_missing: Author not specified in metadata (`skills/nemo-mbridge-perf-moe-comm-overlap/SKILL.md`)
+
+## Tier 2: Deduplication Summary
+
+Tier 2 validation passed. NVSkills-Eval ran 2 checks and found 0 total findings.
+
+Notable observations:
+
+- Context Deduplication: Collected 1 file(s)
+- Inter-Skill Deduplication: Parsed skill 'nemo-mbridge-perf-moe-comm-overlap': 149 char description
+
+## Publication Recommendation
+
+The skill should be reviewed before NVSkills-Eval publication. Skill owners should address the findings above and rerun NVSkills-Eval to refresh this benchmark.
diff --git a/skills/perf-moe-comm-overlap/SKILL.md b/skills/nemo-mbridge-perf-moe-comm-overlap/SKILL.md
similarity index 97%
rename from skills/perf-moe-comm-overlap/SKILL.md
rename to skills/nemo-mbridge-perf-moe-comm-overlap/SKILL.md
index 7612526eeb..be69bef379 100644
--- a/skills/perf-moe-comm-overlap/SKILL.md
+++ b/skills/nemo-mbridge-perf-moe-comm-overlap/SKILL.md
@@ -1,6 +1,7 @@
 ---
-name: perf-moe-comm-overlap
+name: nemo-mbridge-perf-moe-comm-overlap
 description: MoE expert-parallel communication overlap in Megatron Bridge. Covers dispatch/combine overlap, flex dispatcher backends, and expert wgrad scheduling.
+license: Apache-2.0
 when_to_use: Tuning MoE communication overlap, or tracing a MoE throughput regression to a comm-overlap config change; 'overlap_moe_expert_parallel_comm', 'MoE dispatch overlap', 'flex dispatcher', 'DeepEP overlap', 'expert wgrad scheduling'.
 ---
 
@@ -9,7 +10,7 @@ when_to_use: Tuning MoE communication overlap, or tracing a MoE throughput regre
 For the higher-level overview, see:
 
 - @docs/training/communication-overlap.md
-- @skills/perf-moe-comm-overlap/card.yaml
+- @skills/nemo-mbridge-perf-moe-comm-overlap/card.yaml
 
 ## Quick Decision
 
diff --git a/skills/perf-moe-comm-overlap/card.yaml b/skills/nemo-mbridge-perf-moe-comm-overlap/card.yaml
similarity index 100%
rename from skills/perf-moe-comm-overlap/card.yaml
rename to skills/nemo-mbridge-perf-moe-comm-overlap/card.yaml
diff --git a/skills/nemo-mbridge-perf-moe-comm-overlap/evals/evals.json b/skills/nemo-mbridge-perf-moe-comm-overlap/evals/evals.json
new file mode 100644
index 0000000000..fe51488c70
--- /dev/null
+++ b/skills/nemo-mbridge-perf-moe-comm-overlap/evals/evals.json
@@ -0,0 +1 @@
+[]
diff --git a/skills/nemo-mbridge-perf-moe-comm-overlap/skill-card.md b/skills/nemo-mbridge-perf-moe-comm-overlap/skill-card.md
new file mode 100644
index 0000000000..7b7151aee7
--- /dev/null
+++ b/skills/nemo-mbridge-perf-moe-comm-overlap/skill-card.md
@@ -0,0 +1,51 @@
+## Description: <br>
+MoE expert-parallel communication overlap in Megatron Bridge, covering dispatch/combine overlap, flex dispatcher backends, and expert wgrad scheduling. <br>
+
+This skill is ready for commercial/non-commercial use. <br>
+
+## Owner
+NVIDIA <br>
+
+### License/Terms of Use: <br>
+Apache 2.0 <br>
+## Use Case: <br>
+Developers and engineers tuning MoE expert-parallel communication overlap to improve training throughput in Megatron Bridge workloads with expert parallelism. <br>
+
+### Deployment Geography for Use: <br>
+Global <br>
+
+## Known Risks and Mitigations: <br>
+Risk: Review before execution as proposals could introduce incorrect or misleading guidance into skills. <br>
+Mitigation: Review and scan skill before deployment. <br>
+
+## Reference(s): <br>
+- [Communication Overlap Guide](docs/training/communication-overlap.md) <br>
+- [Performance Tuning Guide](docs/performance-guide.md) <br>
+- [Comm Overlap Validation Source](src/megatron/bridge/training/comm_overlap.py) <br>
+- [Flex Dispatcher Backend Source](src/megatron/bridge/training/flex_dispatcher_backend.py) <br>
+
+
+## Skill Output: <br>
+**Output Type(s):** [Configuration instructions, Shell commands] <br>
+**Output Format:** [Markdown with inline code blocks] <br>
+**Output Parameters:** [1D] <br>
+**Other Properties Related to Output:** [None] <br>
+
+## Evaluation Metrics Used: <br>
+Reported benchmark dimensions: <br>
+- Security: Checks whether skill-assisted execution avoids unsafe behavior such as secret leakage, destructive commands, or unauthorized access. <br>
+- Correctness: Checks whether the agent follows the expected workflow and produces the correct final output. <br>
+- Discoverability: Checks whether the agent loads the skill when relevant and avoids using it when irrelevant. <br>
+- Effectiveness: Checks whether the agent performs measurably better with the skill than without it. <br>
+- Efficiency: Checks whether the agent uses fewer tokens and avoids redundant work. <br>
+
+
+
+## Skill Version(s): <br>
+v0.2.0rc6-1469-g6fe590a5 (source: git describe) <br>
+
+## Ethical Considerations: <br>
+NVIDIA believes Trustworthy AI is a shared responsibility and we have established policies and practices to enable development for a wide array of AI applications. When downloaded or used in accordance with our terms of service, developers should work with their internal team to ensure this skill meets requirements for the relevant industry and use case and addresses unforeseen product misuse. <br>
+
+(For Release on NVIDIA Platforms Only) <br>
+Please report quality, risk, security vulnerabilities or NVIDIA AI Concerns [here](https://app.intigriti.com/programs/nvidia/nvidiavdp/detail). <br>
diff --git a/skills/nemo-mbridge-perf-moe-comm-overlap/skill.oms.sig b/skills/nemo-mbridge-perf-moe-comm-overlap/skill.oms.sig
new file mode 100644
index 0000000000..543f6025f2
--- /dev/null
+++ b/skills/nemo-mbridge-perf-moe-comm-overlap/skill.oms.sig
@@ -0,0 +1 @@
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\ No newline at end of file