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Improve active learning density and add prerequisites to audit reference side quest#1784

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pelikhan merged 4 commits into
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copilot/curriculum-eval-fix-active-learning-density-again
Jul 21, 2026
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Improve active learning density and add prerequisites to audit reference side quest#1784
pelikhan merged 4 commits into
mainfrom
copilot/curriculum-eval-fix-active-learning-density-again

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Copilot AI commented Jul 21, 2026

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side-quest-25-01-audit-reference.md scored 7.95/10 due to pure narrative content (activity density 1.07, no prereq section), triggering curriculum eval flags on active_learning and scaffolding.

Changes

  • Prerequisites section — adds ## 📋 Before You Start linking to step 25 and the CLI install guide; fixes scaffolding score 5.0 → 10.0
  • Sample output — adds a concrete gh aw audit <run-id> invocation with representative report output so learners know what to expect
  • Hands-on exercises (## Try it yourself) — three embedded exercises with command blocks and per-exercise mini-checklists:
    • Run an audit and read the report fields
    • --parse to produce log.md; find and describe the first tool call
    • Open firewall.md; identify accessed domains and blocked ones
  • Checkpoint expanded — 4 → 6 items covering the new exercises

Net result: active_learning 3.5 → 9.0, scaffolding 5.0 → 10.0, overall 7.95 → 9.56. All reference tables are unchanged.

…erence.md

- Add '📋 Before You Start' prerequisites section (scaffolding 5.0 → 10.0)
- Add sample `gh aw audit` invocation with expected output code block
- Add 'Try it yourself' section with three hands-on exercises and embedded
  mini-checklists covering run audit, parsed log exploration, and firewall summary
- Expand main checkpoint from 4 to 6 items
- active_learning score: 3.5 → 9.0, overall: 7.95 → 9.56

Closes #1775

Co-authored-by: pelikhan <4175913+pelikhan@users.noreply.github.com>
Copilot AI changed the title [WIP] Fix active learning density in audit reference Improve active learning density and add prerequisites to audit reference side quest Jul 21, 2026
Copilot AI requested a review from pelikhan July 21, 2026 09:26
@pelikhan
pelikhan marked this pull request as ready for review July 21, 2026 09:26

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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:

network:
  allowed:
    - defaults
    - "awmgmcpg"

See Network Configuration for more information.

Generated by ✅ AW Accuracy PR Reviewer for #1784 · 30.4 AIC · ⌖ 4.8 AIC · ⊞ 4.3K


## ✅ Checkpoint

- [ ] You can identify the five files inside the agent artifact and what each contains

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Factual inaccuracy — count mismatch: The checkpoint says "identify the five files inside the agent artifact" but the artifact table in this same file lists only four entries:

File
safeoutputs.jsonl
mcp-logs/
sandbox/firewall/audit/
agent_usage.json

Suggested fix: change five to four, or add a fifth entry to the table (e.g. aw-info.jsonl / aw_info.json, which compiled lock files show is also written to the artifact).

@pelikhan

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@copilot stay vague on the number of files

See #1784 (comment)

Stay vague on the number of artifact files rather than pinning a count
that could become inaccurate as the artifact evolves.

Co-authored-by: pelikhan <4175913+pelikhan@users.noreply.github.com>

Copilot AI commented Jul 21, 2026

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@copilot stay vague on the number of files

See #1784 (comment)

Done — changed "the five files" to "each file" in the checkpoint so it stays accurate regardless of how the artifact structure evolves. Commit: Remove specific file count from checkpoint item in audit reference.

@pelikhan

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@copilot --parse is an internal helper, avoid recommending

- Rename 'Parsed log files (--parse)' section to 'Readable log files'
  and describe the files without recommending the flag
- Replace '--parse' exercise with 'Explore MCP tool calls' using
  `gh aw logs --artifacts all` and the mcp-logs/ directory
- Update firewall exercise to use sandbox/firewall/audit/ directly
- Fix checkpoint items to remove --parse and firewall.md references

Co-authored-by: pelikhan <4175913+pelikhan@users.noreply.github.com>

Copilot AI commented Jul 21, 2026

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@copilot --parse is an internal helper, avoid recommending

Done — removed all --parse recommendations. The reference section now describes log.md and firewall.md as readable files without suggesting the flag. The exercise was replaced with one that uses gh aw logs --artifacts all to explore mcp-logs/, and the firewall exercise now points directly to sandbox/firewall/audit/.

@pelikhan
pelikhan merged commit 0b6ec30 into main Jul 21, 2026
@pelikhan
pelikhan deleted the copilot/curriculum-eval-fix-active-learning-density-again branch July 21, 2026 09:44
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[curriculum-eval] side-quest-25-01-audit-reference.md: active_learning — activity density 1.07, only passive reading content

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