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published Aug 25, 2026, 1:08 PM · updated Aug 26, 2026, 2:55 PM
Curriculum Scorecard
Part Summary
| Part | Files | Mean Score | Std Dev |
|---|---|---|---|
| Part 1 — core path (lessons 00–14) | 12 | 5.89 / 10.0 | ±0.36 |
| Part 2 — advanced (lessons 15+) | 15 | 6.11 / 10.0 | ±0.35 |
| Other (side quests / no lesson number) | 62 | 6.55 / 10.0 | ±0.94 |
| Overall corpus | 89 | 6.39 / 10.0 | ±0.84 |
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/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 |
Part 2 Scores (lessons 15+)
| File | Overall Score |
|---|---|
workshop/15-conditional-logic.md |
5.53 / 10.0 |
workshop/17-add-mcp-tools.md |
5.65 / 10.0 |
workshop/16-connect-data-source.md |
5.71 / 10.0 |
workshop/20-persistent-memory.md |
5.81 / 10.0 |
workshop/26-manage-costs-and-budgets.md |
5.85 / 10.0 |
workshop/21-inline-sub-agents.md |
5.99 / 10.0 |
workshop/29-skills-and-domain-knowledge.md |
6.05 / 10.0 |
workshop/18-share-and-reuse.md |
6.15 / 10.0 |
workshop/25-audit-and-observability.md |
6.23 / 10.0 |
workshop/28-orchestrate-workflows.md |
6.25 / 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/27-evaluate-workflow-quality.md |
6.59 / 10.0 |
workshop/24-self-hosted-runners.md |
6.63 / 10.0 |
Other Scores (no lesson number)
| File | Overall Score |
|---|---|
workshop/side-quest-17-07-repo-poisoning.md |
4.99 / 10.0 |
workshop/side-quest-01-02-environment-reference.md |
5.31 / 10.0 |
workshop/side-quest-11-06-anthropic-key.md |
5.39 / 10.0 |
workshop/side-quest-05-03-two-file-structure.md |
5.51 / 10.0 |
workshop/side-quest-20-01-memory-patterns.md |
5.57 / 10.0 |
workshop/side-quest-11-01b-workflow-structure.md |
5.62 / 10.0 |
workshop/side-quest-11-08-frontmatter-tools-outputs.md |
5.64 / 10.0 |
workshop/side-quest-11-04-annotated-workflow.md |
5.72 / 10.0 |
workshop/side-quest-06-03a-copilot-requests-permission.md |
5.75 / 10.0 |
workshop/side-quest-enterprise-setup.md |
5.75 / 10.0 |
workshop/side-quest-17-02-security-architecture.md |
5.77 / 10.0 |
workshop/side-quest-17-03-prompt-injection.md |
5.81 / 10.0 |
workshop/side-quest-05-01-actions-power-user.md |
5.83 / 10.0 |
workshop/side-quest-06-03-copilot-token.md |
5.83 / 10.0 |
workshop/side-quest-11-05-event-triggers.md |
5.87 / 10.0 |
workshop/side-quest-10-02-jailbreak-brief.md |
5.89 / 10.0 |
workshop/side-quest-11-07-openai-key.md |
5.91 / 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-09-01f-debugging-checklist.md |
5.96 / 10.0 |
workshop/side-quest-17-06-output-injection.md |
5.97 / 10.0 |
workshop/side-quest-17-05-supply-chain-mcp.md |
6.01 / 10.0 |
workshop/side-quest-08-01-codespaces-actions-write.md |
6.03 / 10.0 |
workshop/side-quest-10-01-agent-brief.md |
6.09 / 10.0 |
workshop/side-quest-05-02-aw-deep-dive.md |
6.13 / 10.0 |
workshop/side-quest-24-01-runner-infrastructure.md |
6.13 / 10.0 |
workshop/side-quest-09-01-debug-output.md |
6.15 / 10.0 |
workshop/side-quest-07d-billing-paths.md |
6.19 / 10.0 |
workshop/side-quest-09-01a-pattern-long-plan-chain.md |
6.20 / 10.0 |
workshop/side-quest-11-03-better-prompts.md |
6.24 / 10.0 |
workshop/side-quest-26-01-forecast-costs.md |
6.24 / 10.0 |
workshop/side-quest-02-01-local-terminal.md |
6.25 / 10.0 |
workshop/side-quest-01-01-terminal-basics.md |
6.26 / 10.0 |
workshop/side-quest-09-01b-pattern-empty-results.md |
6.35 / 10.0 |
workshop/side-quest-09-01c-pattern-safe-output-blocked.md |
6.35 / 10.0 |
workshop/side-quest-09-01d-pattern-permission-denied.md |
6.37 / 10.0 |
workshop/side-quest-09-01e-pattern-done-no-write.md |
6.39 / 10.0 |
workshop/side-quest-06-01-install-troubleshooting.md |
6.41 / 10.0 |
workshop/side-quest-06-03c-copilot-github-token-ui-only.md |
6.49 / 10.0 |
workshop/side-quest-07-01-compile-workflow.md |
6.49 / 10.0 |
workshop/side-quest-06-03b-copilot-github-token.md |
6.77 / 10.0 |
workshop/side-quest-06-04-install-local.md |
6.77 / 10.0 |
workshop/side-quest-01-03-permission-errors.md |
6.79 / 10.0 |
workshop/side-quest-21-01-sub-agent-syntax.md |
6.93 / 10.0 |
workshop/side-quest-11-02-yaml-frontmatter.md |
7.00 / 10.0 |
workshop/side-quest-11-01-frontmatter-deep-dive.md |
7.03 / 10.0 |
workshop/side-quest-06-02-cca-codespace.md |
7.25 / 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-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-13-01-schedule-expressions.md |
7.89 / 10.0 |
workshop/side-quest-12-01-iterate-agent-output.md |
7.91 / 10.0 |
workshop/side-quest-16-04-deterministic-vs-agentic-data-ops.md |
8.03 / 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/side-quest-13-02-pr-summary-pattern.md |
8.39 / 10.0 |
workshop/side-quest-13-03-pr-checklist-pattern.md |
8.47 / 10.0 |
workshop/side-quest-16-01-github-output.md |
8.50 / 10.0 |
workshop/side-quest-13-01-pr-labeler-pattern.md |
8.63 / 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 | 5.53 | -2.00 | declining |
workshop/16-connect-data-source.md |
7.71 | 5.71 | -2.00 | declining |
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 | 6.59 | -1.78 | declining |
workshop/28-orchestrate-workflows.md |
8.25 | 6.25 | -2.00 | declining |
workshop/29-skills-and-domain-knowledge.md |
8.05 | 6.05 | -2.00 | declining |
workshop/side-quest-01-01-terminal-basics.md |
8.25 | 6.26 | -1.99 | declining |
workshop/side-quest-01-02-environment-reference.md |
7.31 | 5.31 | -2.00 | declining |
workshop/side-quest-01-03-permission-errors.md |
8.81 | 6.79 | -2.02 | declining |
workshop/side-quest-02-01-local-terminal.md |
8.25 | 6.25 | -2.00 | declining |
workshop/side-quest-05-01-actions-power-user.md |
7.85 | 5.83 | -2.02 | declining |
workshop/side-quest-05-02-aw-deep-dive.md |
8.13 | 6.13 | -2.00 | declining |
workshop/side-quest-05-03-two-file-structure.md |
7.51 | 5.51 | -2.00 | declining |
workshop/side-quest-06-01-install-troubleshooting.md |
8.43 | 6.41 | -2.02 | declining |
workshop/side-quest-06-02-cca-codespace.md |
9.25 | 7.25 | -2.00 | declining |
workshop/side-quest-06-03-copilot-token.md |
7.83 | 5.83 | -2.00 | declining |
workshop/side-quest-06-03a-copilot-requests-permission.md |
7.77 | 5.75 | -2.02 | declining |
workshop/side-quest-06-03b-copilot-github-token.md |
8.79 | 6.77 | -2.02 | declining |
workshop/side-quest-06-03c-copilot-github-token-ui-only.md |
8.53 | 6.49 | -2.04 | declining |
workshop/side-quest-06-04-install-local.md |
8.77 | 6.77 | -2.00 | declining |
workshop/side-quest-07-01-compile-workflow.md |
8.49 | 6.49 | -2.00 | declining |
workshop/side-quest-07d-billing-paths.md |
N/A | 6.19 | N/A | new |
workshop/side-quest-08-01-codespaces-actions-write.md |
8.03 | 6.03 | -2.00 | declining |
workshop/side-quest-09-01-debug-output.md |
8.15 | 6.15 | -2.00 | declining |
workshop/side-quest-09-01a-pattern-long-plan-chain.md |
8.21 | 6.20 | -2.01 | declining |
workshop/side-quest-09-01b-pattern-empty-results.md |
8.37 | 6.35 | -2.02 | declining |
workshop/side-quest-09-01c-pattern-safe-output-blocked.md |
8.35 | 6.35 | -2.00 | declining |
workshop/side-quest-09-01d-pattern-permission-denied.md |
8.39 | 6.37 | -2.02 | declining |
workshop/side-quest-09-01e-pattern-done-no-write.md |
8.39 | 6.39 | -2.00 | declining |
workshop/side-quest-09-01f-debugging-checklist.md |
8.01 | 5.96 | -2.05 | declining |
workshop/side-quest-10-01-agent-brief.md |
8.09 | 6.09 | -2.00 | declining |
workshop/side-quest-10-02-jailbreak-brief.md |
7.89 | 5.89 | -2.00 | declining |
workshop/side-quest-11-01-frontmatter-deep-dive.md |
9.05 | 7.03 | -2.02 | declining |
workshop/side-quest-11-01b-workflow-structure.md |
7.65 | 5.62 | -2.03 | declining |
workshop/side-quest-11-02-yaml-frontmatter.md |
8.75 | 7.00 | -1.75 | declining |
workshop/side-quest-11-03-better-prompts.md |
8.63 | 6.24 | -2.39 | declining |
workshop/side-quest-11-04-annotated-workflow.md |
7.72 | 5.72 | -2.00 | declining |
workshop/side-quest-11-05-event-triggers.md |
7.91 | 5.87 | -2.04 | declining |
workshop/side-quest-11-06-anthropic-key.md |
7.39 | 5.39 | -2.00 | declining |
workshop/side-quest-11-07-openai-key.md |
7.93 | 5.91 | -2.02 | declining |
workshop/side-quest-11-08-frontmatter-tools-outputs.md |
7.64 | 5.64 | -2.00 | declining |
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 |
5.91 | 5.91 | 0.00 | stable |
workshop/side-quest-17-02-security-architecture.md |
5.77 | 5.77 | 0.00 | stable |
workshop/side-quest-17-03-prompt-injection.md |
5.81 | 5.81 | 0.00 | stable |
workshop/side-quest-17-04-permission-escalation.md |
5.93 | 5.93 | 0.00 | stable |
workshop/side-quest-17-05-supply-chain-mcp.md |
6.01 | 6.01 | 0.00 | stable |
workshop/side-quest-17-06-output-injection.md |
5.97 | 5.97 | 0.00 | stable |
workshop/side-quest-17-07-repo-poisoning.md |
5.45 | 4.99 | -0.46 | declining |
workshop/side-quest-20-01-memory-patterns.md |
5.57 | 5.57 | 0.00 | stable |
workshop/side-quest-21-01-sub-agent-syntax.md |
6.93 | 6.93 | 0.00 | stable |
workshop/side-quest-24-01-runner-infrastructure.md |
6.13 | 6.13 | 0.00 | stable |
workshop/side-quest-25-01-audit-reference.md |
5.91 | 5.91 | 0.00 | stable |
workshop/side-quest-26-01-forecast-costs.md |
6.24 | 6.24 | 0.00 | stable |
workshop/side-quest-enterprise-setup.md |
5.75 | 5.75 | 0.00 | stable |
Overall Trend
- Baseline mean score: 7.79
- Latest mean score: 6.39
- Delta: -1.40
- Direction: declining
Bloom's Taxonomy Distribution
| Level | Count | % |
|---|---|---|
| Remember | 6 | 7% |
| Understand | 17 | 19% |
| Apply | 46 | 52% |
| Analyze | 7 | 8% |
| Evaluate | 5 | 6% |
| Create | 8 | 9% |
The corpus meets the minimum thresholds for both Understand (≥ 5) and Analyze (≥ 2) steps. However, the Apply level dominates at 52% of all pages, which is unusually concentrated for a progressive workshop. The Bloom pyramid gap analysis found no missing levels, but the heavy Apply clustering suggests that intermediate Understand and Analyze steps connecting conceptual introduction to hands-on practice may be underweighted.
Corpus-Level Notes
Systemic score decline: Nearly every core workshop page has declined by approximately −2.0 points across the 20-commit history window. This uniform −2.0 shift is consistent with a rubric weight change or a new scoring penalty (such as the checkpoint_quality dimension returning 0.0 for all pages without an explicit ## :white_check_mark: Checkpoint section) having been introduced mid-history. The pages that remain stable or high-scoring (side-quest-13-xx, side-quest-15-xx, side-quest-16-xx) already have high checkpoint quality scores, which supports this diagnosis.
Checkpoint coverage gap: 100% of Part 1 core pages score 0.0 on checkpoint_quality, indicating no page in the core path currently has a rubric-compliant checkpoint section with ≥ 4 specific checklist items. This is the single largest driver of the corpus-wide score decline.
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 · 56.4 AIC · ⌖ 8.41 AIC · ⊞ 6.2K · ◷
- expires on Aug 26, 2026, 1:08 PM UTC