Add technical debt items to MASTERDEBT.jsonl. Supports two workflows: PR-context deferred debt (with PR number) and manual ad-hoc debt discovery. Detects which workflow to use based on whether a PR number is provided.
EnglishLightweight health signal with scoring, benchmarks, trends, and interactive alert-by-alert workflow. Default mode (--limited) checks 18 categories. Use --full for comprehensive reporting with all 42 categories.
EnglishHybrid agent audit — automated structural checks + interactive behavioral review with audit-team (reviewer + fixer) for all agent definitions in .claude/agents/. Convergence-loop verified at every stage.
EnglishOrchestrates all 8 ecosystem audits in staged waves with 4-concurrent-agent limit, aggregates results into a unified health report with cross-audit insights, domain heat maps, and priority-ranked findings.
EnglishInteractive wizard for creating any type of audit — code, process, infrastructure, ecosystem, or custom. Uses extensive multi-agent discovery and deep-plan Q&A to produce audit skills, multi-AI templates, and TDMS-ready output through a structured, approval-gated workflow.
EnglishComprehensive audit of data system effectiveness — lifecycle scoring across Capture, Storage, Recall, and Action dimensions for all data systems in the project.
EnglishInteractive TDMS orchestrator with 7 modes — verify, sync, plan, health, dedup, validate, cleanup. Convergence-loop verified at every stage. Owns remediation plan artifacts. Never writes MASTERDEBT.jsonl directly — all mutations go through staging with CL verification before applying via existing intake/resolve scripts.
EnglishTakes a rough, unpolished prompt idea and autonomously turns it into an implementation plan. Researches the project deeply, asks clarifying questions, generates a precise internal prompt, then executes it to produce a structured plan with todos. Designed for plan mode. Use when the user gives a vague feature request, rough idea, or "dirty" prompt and wants a ready-to-execute implementation plan — e.g. "plan this", "deep plan", "turn this into a plan", "zaplanuj to", "zrób plan".
EnglishComprehensive diagnostic of the documentation ecosystem — 16 categories across 5 domains with composite health scoring, trend tracking, patch suggestions, and interactive finding-by-finding walkthrough. Covers index sync, link integrity, content quality, generation pipelines, and documentation coverage.
EnglishCheck documentation sync and auto-update doc artifacts. Combines sync checking (template-instance validation) with update automation (index regeneration, cross-doc dependencies, archive verification).
EnglishContent analysis for documents — PDFs, gists, articles, markdown, arxiv papers, code snippets, meeting notes. Dual-lens (Creator View + Engineer View). Two user-invokable depths (Standard / Deep); Quick Scan is triage- only. Outputs to .research/analysis/ /.
EnglishMonitor health across configured service endpoints, CI pipelines, and critical issues. Automatically invoked during session-start when ecosystem-health is enabled in Session Config.
EnglishGitHub platform health assessment with 7 phases, per-finding triage (Fix/Defer/Skip/Suppress), scoped single-phase mode, session-begin quick check, and inline fix execution. Covers security alerts, CI/CD, dependencies, config, releases, insights, and PR health.
English
AGENT SKILLS ATLASIncludes Audit Agent Quality, Audit Aggregator, Audit AI Optimization, and other workflows.
Claude Code
Codex
Cursor
GitHub Copilot
Gemini CLISupported by the Atlas install prompt. Skill-specific requirements vary.
Pack stats
What’s included
Add Debt
Add technical debt items to MASTERDEBT.jsonl. Supports two workflows: PR-context deferred debt (with PR number) and manual ad-hoc debt discovery. Detects which workflow to use based on whether a PR number is provided.
Alerts
Lightweight health signal with scoring, benchmarks, trends, and interactive alert-by-alert workflow. Default mode (--limited) checks 18 categories. Use --full for comprehensive reporting with all 42 categories.
Audit Agent Quality
Hybrid agent audit — automated structural checks + interactive behavioral review with audit-team (reviewer + fixer) for all agent definitions in .claude/agents/. Convergence-loop verified at every stage.
Audit Aggregator
Aggregate and deduplicate findings from multiple audit reports
Audit AI Optimization
Run a single-session AI optimization audit on the codebase
Audit Code
Run a single-session code review audit on the codebase
Audit Comprehensive
Run all 9 domain audits in staged waves and aggregate results
Audit Documentation
Run a multi-stage parallel documentation audit with 18 specialized agents
Audit Engineering Productivity
Run a single-session engineering productivity audit on the codebase
Audit Enhancements
Run a comprehensive enhancement audit across the entire project - code,
Audit Health
Meta-check for audit system health — runs diagnostics on domain audits and
Audit Process
Run a comprehensive multi-stage automation audit with parallel agents
Comprehensive Ecosystem Audit
Orchestrates all 8 ecosystem audits in staged waves with 4-concurrent-agent limit, aggregates results into a unified health report with cross-audit insights, domain heat maps, and priority-ranked findings.
Convergence Loop
Multi-pass verification of claims about reality using agent-based discovery,
Create Audit
Interactive wizard for creating any type of audit — code, process, infrastructure, ecosystem, or custom. Uses extensive multi-agent discovery and deep-plan Q&A to produce audit skills, multi-AI templates, and TDMS-ready output through a structured, approval-gated workflow.
Data Effectiveness Audit
Comprehensive audit of data system effectiveness — lifecycle scoring across Capture, Storage, Recall, and Action dimensions for all data systems in the project.
Debt Runner
Interactive TDMS orchestrator with 7 modes — verify, sync, plan, health, dedup, validate, cleanup. Convergence-loop verified at every stage. Owns remediation plan artifacts. Never writes MASTERDEBT.jsonl directly — all mutations go through staging with CL verification before applying via existing intake/resolve scripts.
Deep Plan
Takes a rough, unpolished prompt idea and autonomously turns it into an implementation plan. Researches the project deeply, asks clarifying questions, generates a precise internal prompt, then executes it to produce a structured plan with todos. Designed for plan mode. Use when the user gives a vague feature request, rough idea, or "dirty" prompt and wants a ready-to-execute implementation plan — e.g. "plan this", "deep plan", "turn this into a plan", "zaplanuj to", "zrób plan".
Doc Ecosystem Audit
Comprehensive diagnostic of the documentation ecosystem — 16 categories across 5 domains with composite health scoring, trend tracking, patch suggestions, and interactive finding-by-finding walkthrough. Covers index sync, link integrity, content quality, generation pipelines, and documentation coverage.
Doc Optimizer
Scan all docs, auto-fix formatting/headers/links, report issues as JSONL, and
Docs Maintain
Check documentation sync and auto-update doc artifacts. Combines sync checking (template-instance validation) with update automation (index regeneration, cross-doc dependencies, archive verification).
Document Analysis
Content analysis for documents — PDFs, gists, articles, markdown, arxiv papers, code snippets, meeting notes. Dual-lens (Creator View + Engineer View). Two user-invokable depths (Standard / Deep); Quick Scan is triage- only. Outputs to .research/analysis/ /.
Ecosystem Health
Monitor health across configured service endpoints, CI pipelines, and critical issues. Automatically invoked during session-start when ecosystem-health is enabled in Session Config.
GitHub Health
GitHub platform health assessment with 7 phases, per-finding triage (Fix/Defer/Skip/Suppress), scoped single-phase mode, session-begin quick check, and inline fix execution. Covers security alerts, CI/CD, dependencies, config, releases, insights, and PR health.
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