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published Jul 30, 2026, 1:26 PM · updated Jul 31, 2026, 3:25 PM
Part Summary
| Part | Files | Mean Score | Std Dev |
|---|---|---|---|
| Part 1 — core path (lessons 00–14) | 53 |
6.13 / 10.0 |
±0.47 |
| Part 2 — advanced (lessons 15+) | 32 |
6.06 / 10.0 |
±0.34 |
| Overall corpus | 86 |
6.10 / 10.0 |
±0.43 |
Part 1 Scores (lessons 00–14)
| File | Overall Score |
|---|---|
workshop/07d-confirm-model-access.md |
5.29 / 10.0 |
workshop/side-quest-01-02-environment-reference.md |
5.31 / 10.0 |
workshop/04-github-actions-intro.md |
5.42 / 10.0 |
workshop/side-quest-11-06-anthropic-key.md |
5.51 / 10.0 |
workshop/side-quest-05-03-two-file-structure.md |
5.55 / 10.0 |
workshop/05-agentic-workflows-intro.md |
5.57 / 10.0 |
workshop/side-quest-11-08-frontmatter-tools-outputs.md |
5.64 / 10.0 |
workshop/side-quest-11-01b-workflow-structure.md |
5.65 / 10.0 |
workshop/08-run-your-workflow.md |
5.67 / 10.0 |
workshop/14b-pr-reviewer-workflow.md |
5.69 / 10.0 |
workshop/side-quest-11-09-agent-session-phases.md |
5.71 / 10.0 |
workshop/side-quest-13-04-token-optimization.md |
5.71 / 10.0 |
workshop/side-quest-11-04-annotated-workflow.md |
5.72 / 10.0 |
workshop/side-quest-06-03a-copilot-requests-permission.md |
5.79 / 10.0 |
workshop/05b-agentic-workflows-security.md |
5.83 / 10.0 |
workshop/side-quest-05-01-actions-power-user.md |
5.87 / 10.0 |
workshop/side-quest-06-03-copilot-token.md |
5.87 / 10.0 |
workshop/side-quest-05-02-aw-deep-dive.md |
5.89 / 10.0 |
workshop/side-quest-10-02-jailbreak-brief.md |
5.89 / 10.0 |
workshop/side-quest-11-05-event-triggers.md |
5.89 / 10.0 |
workshop/side-quest-13-01-schedule-expressions.md |
5.91 / 10.0 |
workshop/14-next-steps.md |
5.93 / 10.0 |
workshop/side-quest-12-01-iterate-agent-output.md |
5.93 / 10.0 |
workshop/side-quest-11-07-openai-key.md |
5.95 / 10.0 |
workshop/side-quest-09-01f-debugging-checklist.md |
6.01 / 10.0 |
workshop/09-agentic-editing.md |
6.03 / 10.0 |
workshop/side-quest-08-01-codespaces-actions-write.md |
6.05 / 10.0 |
workshop/08b-interpret-your-run.md |
6.07 / 10.0 |
workshop/02a-setup-codespace.md |
6.09 / 10.0 |
workshop/side-quest-10-01-agent-brief.md |
6.11 / 10.0 |
workshop/side-quest-09-01-debug-output.md |
6.15 / 10.0 |
workshop/side-quest-09-01a-pattern-long-plan-chain.md |
6.20 / 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-09-01c-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-13-02-pr-summary-pattern.md |
6.37 / 10.0 |
workshop/side-quest-09-01b-pattern-empty-results.md |
6.39 / 10.0 |
workshop/side-quest-06-01-install-troubleshooting.md |
6.43 / 10.0 |
workshop/side-quest-09-01e-pattern-done-no-write.md |
6.43 / 10.0 |
workshop/side-quest-13-03-pr-checklist-pattern.md |
6.47 / 10.0 |
workshop/side-quest-07-01-compile-workflow.md |
6.51 / 10.0 |
workshop/side-quest-06-03c-copilot-github-token-ui-only.md |
6.55 / 10.0 |
workshop/05c-agentic-workflows-practice.md |
6.59 / 10.0 |
workshop/07-your-first-workflow.md |
6.59 / 10.0 |
workshop/side-quest-11-03-better-prompts.md |
6.61 / 10.0 |
workshop/side-quest-13-01-pr-labeler-pattern.md |
6.67 / 10.0 |
workshop/side-quest-01-03-permission-errors.md |
6.79 / 10.0 |
workshop/side-quest-06-03b-copilot-github-token.md |
6.81 / 10.0 |
workshop/side-quest-06-04-install-local.md |
6.83 / 10.0 |
workshop/side-quest-11-01-frontmatter-deep-dive.md |
7.09 / 10.0 |
workshop/side-quest-06-02-cca-codespace.md |
7.25 / 10.0 |
workshop/side-quest-11-02-yaml-frontmatter.md |
7.25 / 10.0 |
Part 2 Scores (lessons 15+)
| File | Overall Score |
|---|---|
workshop/side-quest-17-07-repo-poisoning.md |
5.47 / 10.0 |
workshop/15-conditional-logic.md |
5.53 / 10.0 |
workshop/side-quest-20-01-memory-patterns.md |
5.59 / 10.0 |
workshop/16-connect-data-source.md |
5.71 / 10.0 |
workshop/17-add-mcp-tools.md |
5.75 / 10.0 |
workshop/side-quest-16-02-secrets-and-permissions.md |
5.79 / 10.0 |
workshop/20-persistent-memory.md |
5.81 / 10.0 |
workshop/side-quest-17-02-security-architecture.md |
5.81 / 10.0 |
workshop/side-quest-17-03-prompt-injection.md |
5.81 / 10.0 |
workshop/side-quest-16-03-token-exfiltration.md |
5.85 / 10.0 |
workshop/26-manage-costs-and-budgets.md |
5.87 / 10.0 |
workshop/side-quest-17-01-mcp-concepts.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 |
6.01 / 10.0 |
workshop/side-quest-16-05-long-lived-credentials.md |
6.01 / 10.0 |
workshop/side-quest-17-05-supply-chain-mcp.md |
6.01 / 10.0 |
workshop/side-quest-25-01-audit-reference.md |
6.01 / 10.0 |
workshop/side-quest-16-04-deterministic-vs-agentic-data-ops.md |
6.03 / 10.0 |
workshop/side-quest-15-01-expressions-and-contexts.md |
6.05 / 10.0 |
workshop/18-share-and-reuse.md |
6.15 / 10.0 |
workshop/side-quest-24-01-runner-infrastructure.md |
6.19 / 10.0 |
workshop/side-quest-15-02-chaining-conditions.md |
6.25 / 10.0 |
workshop/22-error-handling-and-resilience.md |
6.27 / 10.0 |
workshop/25-audit-and-observability.md |
6.27 / 10.0 |
workshop/19-research-driven-training-node.md |
6.37 / 10.0 |
workshop/27-evaluate-workflow-quality.md |
6.37 / 10.0 |
workshop/side-quest-16-01-github-output.md |
6.48 / 10.0 |
workshop/23-ab-experiments.md |
6.55 / 10.0 |
workshop/side-quest-26-01-forecast-costs.md |
6.55 / 10.0 |
workshop/24-self-hosted-runners.md |
6.65 / 10.0 |
workshop/side-quest-21-01-sub-agent-syntax.md |
6.99 / 10.0 |
Other Scores (no lesson number)
| File | Overall Score |
|---|---|
workshop/side-quest-enterprise-setup.md |
5.77 / 10.0 |
Score Trends (history window: 20 commits)
| File | Baseline | Latest | Delta | Direction |
|---|---|---|---|---|
workshop/02a-setup-codespace.md |
8.84 |
6.09 |
-2.75 |
declining |
workshop/04-github-actions-intro.md |
8.12 |
5.38 |
-2.74 |
declining |
workshop/05-agentic-workflows-intro.md |
8.31 |
5.61 |
-2.70 |
declining |
workshop/05b-agentic-workflows-security.md |
8.60 |
5.83 |
-2.77 |
declining |
workshop/05c-agentic-workflows-practice.md |
9.08 |
6.59 |
-2.49 |
declining |
workshop/07-your-first-workflow.md |
9.34 |
6.57 |
-2.77 |
declining |
workshop/07d-confirm-model-access.md |
8.06 |
5.29 |
-2.77 |
declining |
workshop/08-run-your-workflow.md |
8.44 |
5.67 |
-2.77 |
declining |
workshop/08b-interpret-your-run.md |
8.82 |
6.07 |
-2.75 |
declining |
workshop/09-agentic-editing.md |
8.66 |
6.07 |
-2.59 |
declining |
workshop/14-next-steps.md |
8.70 |
5.93 |
-2.77 |
declining |
workshop/14b-pr-reviewer-workflow.md |
8.48 |
5.71 |
-2.77 |
declining |
workshop/15-conditional-logic.md |
8.30 |
5.53 |
-2.77 |
declining |
workshop/16-connect-data-source.md |
8.48 |
5.71 |
-2.77 |
declining |
workshop/17-add-mcp-tools.md |
8.52 |
5.75 |
-2.77 |
declining |
workshop/18-share-and-reuse.md |
8.90 |
6.15 |
-2.75 |
declining |
workshop/19-research-driven-training-node.md |
9.14 |
6.37 |
-2.77 |
declining |
workshop/20-persistent-memory.md |
8.58 |
5.81 |
-2.77 |
declining |
workshop/21-inline-sub-agents.md |
8.78 |
6.01 |
-2.77 |
declining |
workshop/22-error-handling-and-resilience.md |
9.14 |
6.27 |
-2.87 |
declining |
workshop/23-ab-experiments.md |
9.32 |
6.55 |
-2.77 |
declining |
workshop/24-self-hosted-runners.md |
8.85 |
6.65 |
-2.20 |
declining |
workshop/25-audit-and-observability.md |
9.04 |
6.27 |
-2.77 |
declining |
workshop/26-manage-costs-and-budgets.md |
8.62 |
5.87 |
-2.75 |
declining |
workshop/27-evaluate-workflow-quality.md |
9.12 |
6.37 |
-2.75 |
declining |
workshop/side-quest-01-01-terminal-basics.md |
9.00 |
6.26 |
-2.74 |
declining |
workshop/side-quest-01-02-environment-reference.md |
8.06 |
5.31 |
-2.75 |
declining |
workshop/side-quest-01-03-permission-errors.md |
9.56 |
6.79 |
-2.77 |
declining |
workshop/side-quest-02-01-local-terminal.md |
9.04 |
6.25 |
-2.79 |
declining |
workshop/side-quest-05-01-actions-power-user.md |
8.64 |
5.87 |
-2.77 |
declining |
workshop/side-quest-05-02-aw-deep-dive.md |
7.74 |
5.89 |
-1.85 |
declining |
workshop/side-quest-06-01-install-troubleshooting.md |
8.43 |
6.43 |
-2.00 |
declining |
workshop/side-quest-06-02-cca-codespace.md |
9.25 |
7.25 |
-2.00 |
declining |
workshop/side-quest-06-03-copilot-token.md |
8.62 |
5.87 |
-2.75 |
declining |
workshop/side-quest-06-03a-copilot-requests-permission.md |
8.54 |
5.79 |
-2.75 |
declining |
workshop/side-quest-06-03b-copilot-github-token.md |
9.58 |
6.81 |
-2.77 |
declining |
workshop/side-quest-06-03c-copilot-github-token-ui-only.md |
9.32 |
6.55 |
-2.77 |
declining |
workshop/side-quest-06-04-install-local.md |
9.60 |
6.83 |
-2.77 |
declining |
workshop/side-quest-07-01-compile-workflow.md |
8.53 |
6.51 |
-2.02 |
declining |
workshop/side-quest-08-01-codespaces-actions-write.md |
8.80 |
6.05 |
-2.75 |
declining |
workshop/side-quest-09-01-debug-output.md |
8.92 |
6.15 |
-2.77 |
declining |
workshop/side-quest-09-01a-pattern-long-plan-chain.md |
8.20 |
6.20 |
-2.00 |
declining |
workshop/side-quest-09-01b-pattern-empty-results.md |
8.41 |
6.39 |
-2.02 |
declining |
workshop/side-quest-09-01c-pattern-safe-output-blocked.md |
8.37 |
6.35 |
-2.02 |
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 |
8.45 |
6.43 |
-2.02 |
declining |
workshop/side-quest-09-01f-debugging-checklist.md |
8.03 |
6.01 |
-2.02 |
declining |
workshop/side-quest-10-01-agent-brief.md |
8.86 |
6.11 |
-2.75 |
declining |
workshop/side-quest-10-02-jailbreak-brief.md |
8.66 |
5.89 |
-2.77 |
declining |
workshop/side-quest-11-01-frontmatter-deep-dive.md |
9.84 |
7.09 |
-2.75 |
declining |
workshop/side-quest-11-01b-workflow-structure.md |
8.42 |
5.65 |
-2.77 |
declining |
workshop/side-quest-11-02-yaml-frontmatter.md |
8.75 |
7.25 |
-1.50 |
declining |
workshop/side-quest-11-03-better-prompts.md |
9.38 |
6.61 |
-2.77 |
declining |
workshop/side-quest-11-04-annotated-workflow.md |
8.50 |
5.72 |
-2.78 |
declining |
workshop/side-quest-11-05-event-triggers.md |
8.66 |
5.89 |
-2.77 |
declining |
workshop/side-quest-11-06-anthropic-key.md |
8.26 |
5.51 |
-2.75 |
declining |
workshop/side-quest-11-07-openai-key.md |
8.70 |
5.95 |
-2.75 |
declining |
workshop/side-quest-11-08-frontmatter-tools-outputs.md |
8.41 |
5.64 |
-2.77 |
declining |
workshop/side-quest-11-09-agent-session-phases.md |
8.46 |
5.71 |
-2.75 |
declining |
workshop/side-quest-12-01-iterate-agent-output.md |
8.68 |
5.93 |
-2.75 |
declining |
workshop/side-quest-13-01-pr-labeler-pattern.md |
8.69 |
6.67 |
-2.02 |
declining |
workshop/side-quest-13-01-schedule-expressions.md |
8.66 |
5.91 |
-2.75 |
declining |
workshop/side-quest-13-02-pr-summary-pattern.md |
8.39 |
6.37 |
-2.02 |
declining |
workshop/side-quest-13-03-pr-checklist-pattern.md |
8.53 |
6.47 |
-2.06 |
declining |
workshop/side-quest-13-04-token-optimization.md |
8.46 |
5.71 |
-2.75 |
declining |
workshop/side-quest-15-01-expressions-and-contexts.md |
8.80 |
6.05 |
-2.75 |
declining |
workshop/side-quest-15-02-chaining-conditions.md |
9.02 |
6.25 |
-2.77 |
declining |
workshop/side-quest-16-01-github-output.md |
8.50 |
6.48 |
-2.02 |
declining |
workshop/side-quest-16-02-secrets-and-permissions.md |
8.54 |
5.79 |
-2.75 |
declining |
workshop/side-quest-16-03-token-exfiltration.md |
8.60 |
5.85 |
-2.75 |
declining |
workshop/side-quest-16-04-deterministic-vs-agentic-data-ops.md |
8.78 |
6.03 |
-2.75 |
declining |
workshop/side-quest-16-05-long-lived-credentials.md |
8.80 |
6.01 |
-2.79 |
declining |
workshop/side-quest-17-01-mcp-concepts.md |
8.64 |
5.91 |
-2.73 |
declining |
workshop/side-quest-17-02-security-architecture.md |
8.56 |
5.81 |
-2.75 |
declining |
workshop/side-quest-17-03-prompt-injection.md |
8.56 |
5.81 |
-2.75 |
declining |
workshop/side-quest-17-04-permission-escalation.md |
8.70 |
5.93 |
-2.77 |
declining |
workshop/side-quest-17-05-supply-chain-mcp.md |
8.76 |
6.01 |
-2.75 |
declining |
workshop/side-quest-17-06-output-injection.md |
8.74 |
5.97 |
-2.77 |
declining |
workshop/side-quest-17-07-repo-poisoning.md |
8.24 |
5.47 |
-2.77 |
declining |
workshop/side-quest-20-01-memory-patterns.md |
8.36 |
5.59 |
-2.77 |
declining |
workshop/side-quest-21-01-sub-agent-syntax.md |
9.76 |
6.99 |
-2.77 |
declining |
workshop/side-quest-25-01-audit-reference.md |
8.72 |
6.01 |
-2.71 |
declining |
workshop/side-quest-26-01-forecast-costs.md |
8.57 |
6.55 |
-2.02 |
declining |
workshop/side-quest-enterprise-setup.md |
8.52 |
5.77 |
-2.75 |
declining |
Overall Trend
- Baseline mean score:
8.70 - Latest mean score:
6.10 - Delta:
-2.60 - Direction: declining
Bloom's Taxonomy Distribution
| Level | Count |
|---|---|
| remember | 5 |
| understand | 14 |
| apply | 48 |
| analyze | 7 |
| evaluate | 4 |
| create | 8 |
The corpus has healthy pyramid coverage: 14 understand steps, 48 apply steps, 7 analyze steps, 4 evaluate steps, and 8 create steps. Both has_min_understand_steps and has_min_analyze_steps are satisfied. No Bloom gap proposals are outstanding.
Corpus-Level Notes
- Universal checkpoint gap (systemic): The corpus-wide score decline (−2.60 from baseline) is driven primarily by
checkpoint_qualityscoring0.0across the majority of pages — a structural shift affecting 70+ files simultaneously. The rubric awards full points only whenhas_checkpoint: true, which requires the canonical## :white_check_mark: Checkpointheading. Pages with checklist items outside that heading score 0. - Active learning density below target: Most pages score 2.6–5.0 on active learning (target: density ≥ 3.0). Reference and side-quest pages are most affected.
- Scaffolding universally at 5.0: No page scores 10/10 on scaffolding. Pages have a
:clipboard: Before You Startsection but the rubric'shas_prereq_sectionflag is not being set totrue, suggesting either a detection heuristic mismatch or pages are missing the section entirely.
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 · 120.2 AIC · ⌖ 8.64 AIC · ⊞ 6.2K · ◷
- expires on Jul 31, 2026, 1:26 PM UTC