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published Aug 21, 2026, 1:07 PM · updated Aug 22, 2026, 2:44 PM
Curriculum Scorecard
Part Summary
| Part | Files | Mean Score | Std Dev |
|---|---|---|---|
| Part 1 — core path (lessons 00–14) | 54 |
7.62 / 10.0 |
±1.05 |
| Part 2 — advanced (lessons 15+) | 34 |
6.74 / 10.0 |
±1.05 |
| Overall corpus | 89 |
7.26 / 10.0 |
±1.13 |
Part 1 Scores (lessons 00–14)
| File | Overall Score |
|---|---|
workshop/04-github-actions-intro.md |
5.42 / 10.0 |
workshop/05-agentic-workflows-intro.md |
5.43 / 10.0 |
workshop/14b-pr-reviewer-workflow.md |
5.47 / 10.0 |
workshop/08-run-your-workflow.md |
5.67 / 10.0 |
workshop/05b-agentic-workflows-security.md |
5.75 / 10.0 |
workshop/14-next-steps.md |
5.85 / 10.0 |
workshop/08b-interpret-your-run.md |
5.99 / 10.0 |
workshop/09-agentic-editing.md |
6.03 / 10.0 |
workshop/02a-setup-codespace.md |
6.09 / 10.0 |
workshop/side-quest-07d-billing-paths.md |
6.19 / 10.0 |
workshop/05c-agentic-workflows-practice.md |
6.22 / 10.0 |
workshop/07-your-first-workflow.md |
6.25 / 10.0 |
workshop/07d-confirm-model-access.md |
6.55 / 10.0 |
workshop/side-quest-01-02-environment-reference.md |
7.31 / 10.0 |
workshop/side-quest-11-06-anthropic-key.md |
7.39 / 10.0 |
workshop/side-quest-05-03-two-file-structure.md |
7.51 / 10.0 |
workshop/side-quest-11-08-frontmatter-tools-outputs.md |
7.64 / 10.0 |
workshop/side-quest-11-01b-workflow-structure.md |
7.65 / 10.0 |
workshop/side-quest-13-04-token-optimization.md |
7.67 / 10.0 |
workshop/side-quest-11-09-agent-session-phases.md |
7.69 / 10.0 |
workshop/side-quest-11-04-annotated-workflow.md |
7.72 / 10.0 |
workshop/side-quest-06-03a-copilot-requests-permission.md |
7.77 / 10.0 |
workshop/side-quest-06-03-copilot-token.md |
7.83 / 10.0 |
workshop/side-quest-05-01-actions-power-user.md |
7.85 / 10.0 |
workshop/side-quest-10-02-jailbreak-brief.md |
7.89 / 10.0 |
workshop/side-quest-11-05-event-triggers.md |
7.89 / 10.0 |
workshop/side-quest-13-01-schedule-expressions.md |
7.89 / 10.0 |
workshop/side-quest-11-07-openai-key.md |
7.91 / 10.0 |
workshop/side-quest-12-01-iterate-agent-output.md |
7.91 / 10.0 |
workshop/side-quest-09-01f-debugging-checklist.md |
7.96 / 10.0 |
workshop/side-quest-08-01-codespaces-actions-write.md |
8.03 / 10.0 |
workshop/side-quest-10-01-agent-brief.md |
8.09 / 10.0 |
workshop/side-quest-05-02-aw-deep-dive.md |
8.13 / 10.0 |
workshop/side-quest-09-01-debug-output.md |
8.15 / 10.0 |
workshop/side-quest-09-01a-pattern-long-plan-chain.md |
8.21 / 10.0 |
workshop/side-quest-01-01-terminal-basics.md |
8.25 / 10.0 |
workshop/side-quest-02-01-local-terminal.md |
8.25 / 10.0 |
workshop/side-quest-11-03-better-prompts.md |
8.26 / 10.0 |
workshop/side-quest-09-01c-pattern-safe-output-blocked.md |
8.35 / 10.0 |
workshop/side-quest-09-01b-pattern-empty-results.md |
8.37 / 10.0 |
workshop/side-quest-09-01d-pattern-permission-denied.md |
8.39 / 10.0 |
workshop/side-quest-09-01e-pattern-done-no-write.md |
8.39 / 10.0 |
workshop/side-quest-13-02-pr-summary-pattern.md |
8.39 / 10.0 |
workshop/side-quest-06-01-install-troubleshooting.md |
8.43 / 10.0 |
workshop/side-quest-13-03-pr-checklist-pattern.md |
8.47 / 10.0 |
workshop/side-quest-06-03c-copilot-github-token-ui-only.md |
8.49 / 10.0 |
workshop/side-quest-07-01-compile-workflow.md |
8.49 / 10.0 |
workshop/side-quest-11-02-yaml-frontmatter.md |
8.50 / 10.0 |
workshop/side-quest-13-01-pr-labeler-pattern.md |
8.63 / 10.0 |
workshop/side-quest-06-03b-copilot-github-token.md |
8.77 / 10.0 |
workshop/side-quest-06-04-install-local.md |
8.77 / 10.0 |
workshop/side-quest-01-03-permission-errors.md |
8.81 / 10.0 |
workshop/side-quest-11-01-frontmatter-deep-dive.md |
9.03 / 10.0 |
workshop/side-quest-06-02-cca-codespace.md |
9.25 / 10.0 |
Part 2 Scores (lessons 15+)
| File | Overall Score |
|---|---|
workshop/side-quest-17-07-repo-poisoning.md |
4.99 / 10.0 |
workshop/side-quest-20-01-memory-patterns.md |
5.57 / 10.0 |
workshop/17-add-mcp-tools.md |
5.65 / 10.0 |
workshop/side-quest-17-02-security-architecture.md |
5.77 / 10.0 |
workshop/20-persistent-memory.md |
5.81 / 10.0 |
workshop/side-quest-17-03-prompt-injection.md |
5.81 / 10.0 |
workshop/26-manage-costs-and-budgets.md |
5.85 / 10.0 |
workshop/side-quest-17-01-mcp-concepts.md |
5.91 / 10.0 |
workshop/side-quest-25-01-audit-reference.md |
5.91 / 10.0 |
workshop/side-quest-17-04-permission-escalation.md |
5.93 / 10.0 |
workshop/side-quest-17-06-output-injection.md |
5.97 / 10.0 |
workshop/21-inline-sub-agents.md |
5.99 / 10.0 |
workshop/side-quest-17-05-supply-chain-mcp.md |
6.01 / 10.0 |
workshop/side-quest-24-01-runner-infrastructure.md |
6.13 / 10.0 |
workshop/18-share-and-reuse.md |
6.15 / 10.0 |
workshop/25-audit-and-observability.md |
6.23 / 10.0 |
workshop/side-quest-26-01-forecast-costs.md |
6.24 / 10.0 |
workshop/22-error-handling-and-resilience.md |
6.27 / 10.0 |
workshop/19-research-driven-training-node.md |
6.37 / 10.0 |
workshop/23-ab-experiments.md |
6.53 / 10.0 |
workshop/24-self-hosted-runners.md |
6.63 / 10.0 |
workshop/side-quest-21-01-sub-agent-syntax.md |
6.93 / 10.0 |
workshop/15-conditional-logic.md |
7.53 / 10.0 |
workshop/16-connect-data-source.md |
7.71 / 10.0 |
workshop/side-quest-16-02-secrets-and-permissions.md |
7.79 / 10.0 |
workshop/side-quest-16-03-token-exfiltration.md |
7.85 / 10.0 |
workshop/side-quest-16-04-deterministic-vs-agentic-data-ops.md |
8.03 / 10.0 |
workshop/29-skills-and-domain-knowledge.md |
8.05 / 10.0 |
workshop/side-quest-15-01-expressions-and-contexts.md |
8.05 / 10.0 |
workshop/side-quest-16-05-long-lived-credentials.md |
8.05 / 10.0 |
workshop/side-quest-15-02-chaining-conditions.md |
8.23 / 10.0 |
workshop/28-orchestrate-workflows.md |
8.25 / 10.0 |
workshop/side-quest-16-01-github-output.md |
8.50 / 10.0 |
workshop/27-evaluate-workflow-quality.md |
8.61 / 10.0 |
Other Scores (no lesson number)
| File | Overall Score |
|---|---|
workshop/side-quest-enterprise-setup.md |
5.75 / 10.0 |
Score Trends (history window: 20 commits)
| File | Baseline | Latest | Delta | Direction |
|---|---|---|---|---|
workshop/02a-setup-codespace.md |
8.09 |
6.09 |
-2.00 |
declining |
workshop/04-github-actions-intro.md |
7.42 |
5.42 |
-2.00 |
declining |
workshop/05-agentic-workflows-intro.md |
7.45 |
5.43 |
-2.02 |
declining |
workshop/05b-agentic-workflows-security.md |
7.75 |
5.75 |
-2.00 |
declining |
workshop/05c-agentic-workflows-practice.md |
8.59 |
6.22 |
-2.37 |
declining |
workshop/07-your-first-workflow.md |
8.61 |
6.25 |
-2.36 |
declining |
workshop/07d-confirm-model-access.md |
7.19 |
6.55 |
-0.64 |
declining |
workshop/08-run-your-workflow.md |
7.67 |
5.67 |
-2.00 |
declining |
workshop/08b-interpret-your-run.md |
7.99 |
5.99 |
-2.00 |
declining |
workshop/09-agentic-editing.md |
8.03 |
6.03 |
-2.00 |
declining |
workshop/14-next-steps.md |
7.91 |
5.85 |
-2.06 |
declining |
workshop/14b-pr-reviewer-workflow.md |
7.67 |
5.47 |
-2.20 |
declining |
workshop/15-conditional-logic.md |
7.53 |
7.53 |
+0.00 |
stable |
workshop/16-connect-data-source.md |
7.71 |
7.71 |
+0.00 |
stable |
workshop/17-add-mcp-tools.md |
7.75 |
5.65 |
-2.10 |
declining |
workshop/18-share-and-reuse.md |
8.15 |
6.15 |
-2.00 |
declining |
workshop/19-research-driven-training-node.md |
8.39 |
6.37 |
-2.02 |
declining |
workshop/20-persistent-memory.md |
7.81 |
5.81 |
-2.00 |
declining |
workshop/21-inline-sub-agents.md |
7.99 |
5.99 |
-2.00 |
declining |
workshop/22-error-handling-and-resilience.md |
8.29 |
6.27 |
-2.02 |
declining |
workshop/23-ab-experiments.md |
8.53 |
6.53 |
-2.00 |
declining |
workshop/24-self-hosted-runners.md |
8.63 |
6.63 |
-2.00 |
declining |
workshop/25-audit-and-observability.md |
8.25 |
6.23 |
-2.02 |
declining |
workshop/26-manage-costs-and-budgets.md |
7.85 |
5.85 |
-2.00 |
declining |
workshop/27-evaluate-workflow-quality.md |
8.37 |
8.61 |
+0.24 |
improving |
workshop/28-orchestrate-workflows.md |
8.25 |
8.25 |
+0.00 |
stable |
workshop/29-skills-and-domain-knowledge.md |
8.05 |
8.05 |
+0.00 |
stable |
workshop/side-quest-01-01-terminal-basics.md |
8.25 |
8.25 |
+0.00 |
stable |
workshop/side-quest-01-02-environment-reference.md |
7.31 |
7.31 |
+0.00 |
stable |
workshop/side-quest-01-03-permission-errors.md |
8.81 |
8.81 |
+0.00 |
stable |
workshop/side-quest-02-01-local-terminal.md |
8.25 |
8.25 |
+0.00 |
stable |
workshop/side-quest-05-01-actions-power-user.md |
7.85 |
7.85 |
+0.00 |
stable |
workshop/side-quest-05-02-aw-deep-dive.md |
7.37 |
8.13 |
+0.76 |
improving |
workshop/side-quest-05-03-two-file-structure.md |
7.51 |
7.51 |
+0.00 |
stable |
workshop/side-quest-06-01-install-troubleshooting.md |
8.43 |
8.43 |
+0.00 |
stable |
workshop/side-quest-06-02-cca-codespace.md |
9.25 |
9.25 |
+0.00 |
stable |
workshop/side-quest-06-03-copilot-token.md |
7.83 |
7.83 |
+0.00 |
stable |
workshop/side-quest-06-03a-copilot-requests-permission.md |
7.77 |
7.77 |
+0.00 |
stable |
workshop/side-quest-06-03b-copilot-github-token.md |
8.79 |
8.77 |
-0.02 |
stable |
workshop/side-quest-06-03c-copilot-github-token-ui-only.md |
8.53 |
8.49 |
-0.04 |
stable |
workshop/side-quest-06-04-install-local.md |
8.77 |
8.77 |
+0.00 |
stable |
workshop/side-quest-07-01-compile-workflow.md |
8.49 |
8.49 |
+0.00 |
stable |
workshop/side-quest-08-01-codespaces-actions-write.md |
8.03 |
8.03 |
+0.00 |
stable |
workshop/side-quest-09-01-debug-output.md |
8.15 |
8.15 |
+0.00 |
stable |
workshop/side-quest-09-01a-pattern-long-plan-chain.md |
8.21 |
8.21 |
+0.00 |
stable |
workshop/side-quest-09-01b-pattern-empty-results.md |
8.37 |
8.37 |
+0.00 |
stable |
workshop/side-quest-09-01c-pattern-safe-output-blocked.md |
8.35 |
8.35 |
+0.00 |
stable |
workshop/side-quest-09-01d-pattern-permission-denied.md |
8.39 |
8.39 |
+0.00 |
stable |
workshop/side-quest-09-01e-pattern-done-no-write.md |
8.39 |
8.39 |
+0.00 |
stable |
workshop/side-quest-09-01f-debugging-checklist.md |
8.01 |
7.96 |
-0.05 |
stable |
workshop/side-quest-10-01-agent-brief.md |
8.09 |
8.09 |
+0.00 |
stable |
workshop/side-quest-10-02-jailbreak-brief.md |
7.89 |
7.89 |
+0.00 |
stable |
workshop/side-quest-11-01-frontmatter-deep-dive.md |
9.05 |
9.03 |
-0.02 |
stable |
workshop/side-quest-11-01b-workflow-structure.md |
7.65 |
7.65 |
+0.00 |
stable |
workshop/side-quest-11-02-yaml-frontmatter.md |
8.75 |
8.50 |
-0.25 |
declining |
workshop/side-quest-11-03-better-prompts.md |
8.63 |
8.26 |
-0.37 |
declining |
workshop/side-quest-11-04-annotated-workflow.md |
7.72 |
7.72 |
+0.00 |
stable |
workshop/side-quest-11-05-event-triggers.md |
7.91 |
7.89 |
-0.02 |
stable |
workshop/side-quest-11-06-anthropic-key.md |
7.39 |
7.39 |
+0.00 |
stable |
workshop/side-quest-11-07-openai-key.md |
7.93 |
7.91 |
-0.02 |
stable |
workshop/side-quest-11-08-frontmatter-tools-outputs.md |
7.64 |
7.64 |
+0.00 |
stable |
workshop/side-quest-11-09-agent-session-phases.md |
7.71 |
7.69 |
-0.02 |
stable |
workshop/side-quest-12-01-iterate-agent-output.md |
7.93 |
7.91 |
-0.02 |
stable |
workshop/side-quest-13-01-pr-labeler-pattern.md |
8.63 |
8.63 |
+0.00 |
stable |
workshop/side-quest-13-01-schedule-expressions.md |
7.91 |
7.89 |
-0.02 |
stable |
workshop/side-quest-13-02-pr-summary-pattern.md |
8.39 |
8.39 |
+0.00 |
stable |
workshop/side-quest-13-03-pr-checklist-pattern.md |
8.49 |
8.47 |
-0.02 |
stable |
workshop/side-quest-13-04-token-optimization.md |
7.71 |
7.67 |
-0.04 |
stable |
workshop/side-quest-15-01-expressions-and-contexts.md |
8.05 |
8.05 |
+0.00 |
stable |
workshop/side-quest-15-02-chaining-conditions.md |
8.23 |
8.23 |
+0.00 |
stable |
workshop/side-quest-16-01-github-output.md |
8.50 |
8.50 |
+0.00 |
stable |
workshop/side-quest-16-02-secrets-and-permissions.md |
7.79 |
7.79 |
+0.00 |
stable |
workshop/side-quest-16-03-token-exfiltration.md |
7.85 |
7.85 |
+0.00 |
stable |
workshop/side-quest-16-04-deterministic-vs-agentic-data-ops.md |
8.03 |
8.03 |
+0.00 |
stable |
workshop/side-quest-16-05-long-lived-credentials.md |
8.05 |
8.05 |
+0.00 |
stable |
workshop/side-quest-17-01-mcp-concepts.md |
7.91 |
5.91 |
-2.00 |
declining |
workshop/side-quest-17-02-security-architecture.md |
7.77 |
5.77 |
-2.00 |
declining |
workshop/side-quest-17-03-prompt-injection.md |
7.81 |
5.81 |
-2.00 |
declining |
workshop/side-quest-17-04-permission-escalation.md |
7.93 |
5.93 |
-2.00 |
declining |
workshop/side-quest-17-05-supply-chain-mcp.md |
8.01 |
6.01 |
-2.00 |
declining |
workshop/side-quest-17-06-output-injection.md |
7.99 |
5.97 |
-2.02 |
declining |
workshop/side-quest-17-07-repo-poisoning.md |
7.45 |
4.99 |
-2.46 |
declining |
workshop/side-quest-20-01-memory-patterns.md |
7.57 |
5.57 |
-2.00 |
declining |
workshop/side-quest-21-01-sub-agent-syntax.md |
8.93 |
6.93 |
-2.00 |
declining |
workshop/side-quest-24-01-runner-infrastructure.md |
8.13 |
6.13 |
-2.00 |
declining |
workshop/side-quest-25-01-audit-reference.md |
7.91 |
5.91 |
-2.00 |
declining |
workshop/side-quest-26-01-forecast-costs.md |
8.23 |
6.24 |
-1.99 |
declining |
workshop/side-quest-enterprise-setup.md |
7.75 |
5.75 |
-2.00 |
declining |
Note:
workshop/side-quest-07d-billing-paths.mdis a new file with no baseline score; it scores6.19 / 10.0in the latest run.
Overall Trend
- Baseline mean score:
8.07 - Latest mean score:
7.26 - Delta:
-0.81 - Direction: declining
Bloom's Taxonomy Distribution
| Level | Count |
|---|---|
| Remember | 6 |
| Understand | 17 |
| Apply | 46 |
| Analyze | 7 |
| Evaluate | 5 |
| Create | 8 |
The distribution is healthy. Both has_min_understand_steps and has_min_analyze_steps are true; no gap proposals are required.
Systemic Decline Note
Approximately 40 files show a near-uniform −2.00 score drop between the baseline commit (62d97e80) and the latest run. This pattern is consistent with checkpoint_quality collapsing to 0 across previously-passing files — likely caused by checkpoints being removed or the rubric's checkpoint detection logic changing. The five flagged findings below reflect the worst absolute scores in the current run.
Warning
Firewall blocked 1 domain
The following domain was blocked by the firewall during workflow execution:
awmgmcpg
To allow these domains, add them to the
network.allowedlist in your workflow frontmatter:
network:
allowed:
- defaults
- "awmgmcpg"See Network Configuration for more information.
Generated by 🔬 Curriculum Quality Evaluator · 47.1 AIC · ⌖ 9.14 AIC · ⊞ 6.2K · ◷
- expires on Aug 22, 2026, 1:07 PM UTC