Trust-recovery deep quality-assurance pass. A six-subagent forensic review specialized for AI-failure-pattern classes, run over a defined PR window plus the files those PRs reference, when an AI coding assistant's discipline failures (abbreviated QA, skipped post-commit audits, wrong-cadence timers, inferred-not-validated premises) call for a white-box re-examination beyond the routine per-PR and periodic sweeps. Slash command /full-qa. Pairs with library-fitness-review (/fitness): deep-qa-review is one deeply-contextualised lens tuned to how AI assistants fail; fitness is ten context-stripped persona lenses. Together they form the trust-recovery escalation tier. Findings route to the project backlog tiered by severity (High[critical]/High to the top-priority tier, Medium/Low to the next tier), none dropped, for maintainer triage; the pass terminates on explicit maintainer sign-off, not on an empty finding-set.
Install with
Claude CodeCodexCursorGitHub CopilotGemini CLI
Supported by the Atlas install prompt. Skill-specific requirements vary.
Skill stats
Skills1CategoryEngineeringStars0
About this skill
Trust-recovery deep quality-assurance pass. A six-subagent forensic review specialized for AI-failure-pattern classes, run over a defined PR window plus the files those PRs reference, when an AI coding assistant's discipline failures (abbreviated QA, skipped post-commit audits, wrong-cadence timers, inferred-not-validated premises) call for a white-box re-examination beyond the routine per-PR and periodic sweeps. Slash command /full-qa. Pairs with library-fitness-review (/fitness): deep-qa-review is one deeply-contextualised lens tuned to how AI assistants fail; fitness is ten context-stripped persona lenses. Together they form the trust-recovery escalation tier. Findings route to the project backlog tiered by severity (High[critical]/High to the top-priority tier, Medium/Low to the next tier), none dropped, for maintainer triage; the pass terminates on explicit maintainer sign-off, not on an empty finding-set.
Quick start
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Trust-recovery deep quality-assurance pass. A six-subagent forensic review specialized for AI-failure-pattern classes, run over a defined PR window plus the files those PRs reference, when an AI coding assistant's discipline failures (abbreviated QA, skipped post-commit audits, wrong-cadence timers, inferred-not-validated premises) call for a white-box re-examination beyond the routine per-PR and periodic sweeps. Slash command `/full-qa`. Pairs with `library-fitness-review` (`/fitness`): deep-qa-review is one deeply-contextualised lens tuned to how AI assistants fail; fitness is ten context-stripped persona lenses. Together they form the trust-recovery escalation tier. Findings route to the project backlog tiered by severity (High[critical]/High to the top-priority tier, Medium/Low to the next tier), none dropped, for maintainer triage; the pass terminates on explicit maintainer sign-off, not on an empty finding-set.
About this listing
Category
Engineering
Reported license
CC-BY-SA-4.0
Listing language (estimated)
English
Review status
Not individually reviewed
Agent compatibility
Atlas installation supports Claude Code, Codex, and Cursor. Skill-specific dependencies and features are checked during setup.
Claude Code
Codex
Cursor
GitHub Copilot
Gemini CLI