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Root Cause (≤ 2 sentences):
The page contains only 1 code block and 4 checklist items across 469 words, yielding an activity density of 1.07 — well below the 3.0 threshold. All content is narrative explanation of artifact fields with no hands-on exercises or commands to run.
Evidence (quoted from the file):
gh aw audit generates a Markdown report that covers: Run metadata — workflow name, trigger, engine, and model; Agent AIC — total AI Credits consumed by the agent turn...
Learning Science Rationale:
Mayer's Active Processing Principle states that learners engage in deeper cognitive processing when they are required to perform an activity rather than merely read explanations. A reference page with activity density of 1.07 provides no opportunity for generative processing, meaning learners are unlikely to retain the artifact structure it describes — they will need to re-read it every time.
Improvement Prompt (for an agent):
In workshop/side-quest-25-01-audit-reference.md, increase active_learning density to ≥ 3.0/100 words by:
1. Adding 2–3 hands-on exercises: e.g., "Run `gh aw audit <run-id> --parse` on a recent run and open `log.md`. Find the first tool call and write one sentence about what the agent was trying to do."
2. Adding a short shell session code block showing a real `gh aw audit` invocation and expected output.
3. Adding a '📋 Before You Start' prerequisites section linking back to step 25.
Do not change the existing reference tables — add exercises around them.
Expected Score After Fix:9.0 / 10.0
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.allowed list in your workflow frontmatter:
File:
workshop/side-quest-25-01-audit-reference.mdOverall Score:
7.95 / 10.0(corpus mean:8.80)Flagged Dimensions:
Root Cause (≤ 2 sentences):
The page contains only 1 code block and 4 checklist items across 469 words, yielding an activity density of 1.07 — well below the 3.0 threshold. All content is narrative explanation of artifact fields with no hands-on exercises or commands to run.
Evidence (quoted from the file):
Learning Science Rationale:
Mayer's Active Processing Principle states that learners engage in deeper cognitive processing when they are required to perform an activity rather than merely read explanations. A reference page with activity density of 1.07 provides no opportunity for generative processing, meaning learners are unlikely to retain the artifact structure it describes — they will need to re-read it every time.
Improvement Prompt (for an agent):
Expected Score After Fix:
9.0 / 10.0Warning
Firewall blocked 1 domain
The following domain was blocked by the firewall during workflow execution:
awmgmcpgSee Network Configuration for more information.