Conciseness

Every section carries product-specific, non-inferable facts (ephemeral SDK events, '.1.jsonl' rotation, the ten-file/750 MiB retention limit, UTC vs. local timestamps, '_ahpLog.truncated') with no explanation of general concepts and no padding. Each token earns its place.

Actionability

Gives an executable command ('python3 .github/skills/agent-host-logs/scripts/extract.py "<archive>.zip"' — the script is present in the bundle), a symptom-to-file decision list, concrete correlation fields (turnId, interactionId, serverSeq, event id/parentId), and step-by-step nested host-logs.zip handling. The guidance is fully executable for an instruction-only skill.

Workflow Clarity

'How to Start' is a clear four-step sequence with a symptom-to-file decision table and an explicit iterate loop ('follow the same operation into the adjacent layer'), and verification guards are stated ('Warning or error severity alone does not prove causality. Look for the matching failed response...', 'correlate these with the SDK process log before concluding'). The only destructive act is safety-scoped ('delete only that exact folder when finished').

Progressive Disclosure

Sections are well organized and the single bundle file (scripts/extract.py) is clearly signaled and real, but at roughly 95 lines everything is inline: the file-meanings table and the 'Copilot Session Refresh Failures' deep dive are sizable chunks that could live in one-level-deep reference files. This is a minor organization gap between anchors 4 and 5, not a structural problem.

Specificity

Only one capability verb is stated ("Analyze Agent Host debug log exports"), which alone matches anchor 3, but the enumeration of exact artifacts ("events.jsonl", "AHP JSONL transport logs", "Agent Host.log", "remote-agenthost.log", "copilot-logs") makes the scope concrete at the file level, placing it noticeably above the midpoint. Not 5 because the action list itself is not comprehensive.

Completeness

Explicitly answers both: what ("Analyze Agent Host debug log exports") and when ("Use when given an ah-logs or ahp-logs zip/folder, an Export Agent Host Debug Logs bundle, events.jsonl, ..."), with concrete trigger phrases throughout.

Trigger Term Quality

Covers the export name prefixes ("ah-logs or ahp-logs zip/folder"), the exact command name ("Export Agent Host Debug Logs bundle"), and precise file names and extensions (events.jsonl, Agent Host.log, remote-agenthost.log, copilot-logs) with synonyms (zip/folder, bundle) — these are exactly the terms a user holding such a bundle would say.

Distinctiveness Conflict Risk

The trigger terms are niche, product-specific artifact names (ahp-logs, remote-agenthost.log, copilot-logs) that no other generic log- or document-analysis skill would claim, giving a clear niche with minimal conflict risk.