athola
- 242 skills
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- 1 week ago last updated
- ▌ Damage Control · athola bundleRecovers broken agent state via crash recovery, context overflow, and merge conflict protocols. Use when an agent session fails or a worktree is corrupted.
- ▌ Error Patterns · athola bundleProvides error classification, recovery, and graceful-degradation patterns. Use when implementing error handling or debugging resilience failures in any skill.
- ▌ Decisive Action · atholaGuides when to ask clarifying questions versus proceed autonomously. Use to reduce unnecessary clarifying questions when intent is clear.
- ▌ Makefile Review · athola bundleAudits Makefiles for build correctness, portability, and recipe duplication. Use when reviewing a Makefile or before committing Makefile changes.
- ▌ File Analysis · atholaMaps file structure and module organization of a codebase. Use before architecture reviews, refactoring planning, or migration scope estimation.
- ▌ Usage Logging · athola bundleImplements structured usage logging and audit trails for cost and session tracking. Use when adding audit trails, usage analytics, or cost tracking to a skill.
- ▌ Harden · athola bundleApplies NIST/CWE security hardening to Python and Rust code. Use when auditing code for vulnerabilities or proposing concrete security remediations.
- ▌ Gauntlet Curate · atholaAudits the DSA problem bank for coverage gaps and proposes new YAML entries. Use when refreshing the problem bank during update-plugins runs.
- ▌ Plugin Review · athola bundleReview plugin quality with tiered checks and dependency scoping. Use for PR and pre-release audits.
- ▌ Proof Of Work · athola bundleEnforces validation and evidence before claiming work complete. Use before declaring implementation done, creating a PR, or submitting deliverables for review.
- ▌ Task Planning · athola bundleGenerates phased, dependency-ordered implementation tasks from specifications. Use after spec is complete and before starting implementation.
- ▌ Vhs Recording · athola bundleGenerates terminal recordings using VHS tape scripts and produces GIF outputs. Use when creating demo GIFs or documenting CLI workflows for tutorials.
- ▌ Feature Review · athola bundleScores backlog items with RICE/WSJF/Kano and files GitHub issues for top candidates. Use when triaging a roadmap or prioritizing features for a sprint.
- ▌ Unified Review · athola bundleOrchestrates multi-domain review (code, arch, tests, security) in a single pass. Use when thorough pre-release review is needed.
- ▌ Do Issue · athola bundleImplements GitHub or GitLab issues via parallel subagents with review gates between task batches. Use when resolving multi-step issues end-to-end.
- ▌ Class Diagram · atholaGenerates a Mermaid class diagram showing types, inheritance, and composition. Use when visualizing class hierarchies or documenting a module public API.
- ▌ Diff Analysis · athola bundleAnalyzes changesets with risk scoring, categorization by type and impact, and release note preparation. Use when extracting insights from raw change data.
- ▌ Extract · atholaBuilds the gauntlet knowledge base from AST extraction and AI enrichment. Use when initializing or refreshing codebase knowledge for challenges.
- ▌ Papers · atholaSearches academic literature via arXiv, Semantic Scholar, and open-access PDFs. Use when building literature reviews or finding formal research on a topic.
- ▌ Pytest Config · athola bundleProvides standardized pytest config, reusable fixtures, and CI integration patterns. Use when setting up or auditing a Python plugin's test infrastructure.
- ▌ Utility · athola bundleScores agent actions by expected gain, cost, uncertainty, and redundancy. Use when deciding whether to dispatch an agent or invoke a tool.
- ▌ Dora Metrics · athola bundleComputes DORA delivery-performance metrics from git and GitHub API. Use when assessing deployment frequency, lead time, or change failure rate.
- ▌ Elegant Code · athola bundleGuide minimal code via a decision ladder with full safety, edge, and negative-case coverage. Use when adding code, choosing a dependency, or auditing a diff.
- ▌ Git Platform · athola bundleDetects git forge (GitHub/GitLab/Bitbucket) and maps CLI commands cross-platform. Use when writing skills that must run on any git hosting provider.
- ▌ Python Async · athola bundleAsync Python patterns via asyncio and aiohttp for I/O-bound concurrency. Use when adding async APIs, handling concurrent I/O, or debugging async code.
- ▌ Quality Gate · atholaOrchestrates the QUALITY pipeline stage for egregore work items, running code review, unbloat, and test updates. Use when running quality checks before a PR.
- ▌ Test Updates · athola bundleUpdates, generates, and validates tests using git-workspace context and TDD/BDD methodology. Use when code changes require new or updated test coverage.
- ▌ Summon · athola bundleAutonomous orchestrator for manifest work items through the development lifecycle. Use when running egregore to process a backlog automatically.
- ▌ Code Search · atholaSearches GitHub for existing implementations, libraries, or patterns. Use when finding code examples or prior art on a topic during a research session.
- ▌ Stewardship · athola bundleApplies stewardship virtues (Care, Curiosity, Humility, Diligence) to plugin work. Use when authoring plugins or reviewing code quality.
- ▌ Shell Review · athola bundleAudits shell scripts for correctness, portability, and common pitfalls. Use when reviewing shell scripts or before committing shell changes.
- ▌ Stack Create · atholaInitializes a stacked branch set from an ordered plan, one branch per slice with parent-child links. Use when a plan has 2+ sequentially dependent changes.
- ▌ Stack Rebase · atholaCascades a rebase through an entire PR stack after a base PR merges or upstream changes. Use when a stack needs to incorporate new base branch commits.
- ▌ Test Review · athola bundleEvaluates test suites for coverage gaps, TDD/BDD compliance, and anti-patterns. Use when auditing test quality or before a major release.
- ▌ Validate Pr · atholaGenerates and self-executes a diff-derived test plan for a PR. Use when validating PR changes before merge. Do not use for code review; use sanctum:pr-review.
- ▌ API Review · athola bundleEvaluates API surface design, consistency, and exemplar alignment. Use when reviewing public API changes or before releasing a new API surface.
- ▌ Review Core · atholaProvides review-workflow scaffolding for context, evidence, and output. Use at the start of any detailed review to ensure consistent, comparable findings.
- ▌ Rust Review · athola bundleAudits Rust code for unsafe blocks, ownership issues, and Cargo dependency risks. Use when reviewing Rust code or before merging Rust changes.
- ▌ Scope Guard · athola bundleScores feature worthiness and enforces branch-size limits against overengineering. Use when evaluating whether a feature belongs in the current scope or branch.
- ▌ Skills Eval · athola bundleEvaluate Claude skill quality through auditing. Use when reviewing or auditing skills.
- ▌ Curate · atholaAdds developer-authored annotations to the gauntlet knowledge base. Use when capturing tribal knowledge or rationale not visible in code.
- ▌ Blast Radius · atholaAnalyzes code change impact with risk scoring and affected-node mapping. Use before merging to understand what a change touches and what lacks test coverage.
- ▌ Night Market Diagnostics Toolkit · athola bundleRun and interpret repo diagnostic scripts (ratchets, validators, token stats). Use when measuring health. Do not use to run tests; use night-market-operations.
- ▌ Session Management · atholaManages Claude Code sessions with naming, checkpointing, and resume strategies. Use when organizing long-running work or resuming across sessions.
- ▌ Architecture Paradigm Hexagonal · atholaApplies hexagonal architecture isolating domain from infrastructure. Use when designing systems where testability and port/adapter separation are priorities.
- ▌ Night Market Debugging Playbook · atholaTriage night-market failures by symptom (hooks, CI, tests). Use when a check fails unexpectedly. Do not use for routine gates; use night-market-operations.
- ▌ Project Brainstorming · athola bundleGuides project ideation via Socratic questioning to produce a validated brief. Use before specification when requirements are unclear.
- ▌ Architecture Paradigm Pipeline · atholaApplies pipes-and-filters for sequential data transformations. Use when data flows through discrete stages like ETL, streaming analytics, or CI/CD pipelines.
- ▌ Digital Garden Cultivator · athola bundleManages digital garden notes, link structures, and health metrics. Use when curating a knowledge base, pruning stale notes, or tracking content maturity.
- ▌ Night Market Validation And QA · atholaEnforce evidence bar, coverage gates, and regression guards. Use when adding tests or claiming done. Do not use to run suites; use night-market-operations.
- ▌ Architecture Paradigm Cqrs Es · atholaApplies CQRS and Event Sourcing for read/write separation and audit trails. Use when designing systems with complex domain logic or full state-change history.
- ▌ Architecture Paradigm Layered · atholaApplies layered n-tier architecture with enforced boundaries. Use when designing moderate systems needing clear presentation, domain, and persistence layers.
- ▌ Safety Critical Patterns · atholaApplies NASA Power of 10 rules for safety-critical verifiable code. Use when auditing financial, medical, or high-reliability system code.
- ▌ Claude Code Plugin Reference · atholaExplain plugin, skill, command, agent, and hook mechanics used here. Use when authoring or debugging plugins. Do not use for ops; use night-market-operations.
- ▌ Rigorous Reasoning · athola bundleApplies anti-sycophancy checklist to override agreement bias. Use when analyzing contested claims or avoiding socially convenient but inaccurate conclusions.
- ▌ Memory Palace Architect · athola bundleDesigns memory palace structures with spatial layouts and domain organization. Use when creating a new palace or planning knowledge architecture by hand.
- ▌ Development Workflow · athola bundleDetailed development workflow with modular patterns for git, review, testing, and deployment.
- ▌ Night Market Change Control · atholaClassify, gate, and review changes. Use when landing a PR, releasing, or amending rules. Do not use for failure triage; use night-market-debugging-playbook.
- ▌ Session Palace Builder · athola bundleBuilds session-scoped temporary memory palaces for extended conversations. Use when tracking state across interruptions in a multi-step project.
- ▌ Night Market Build And Env · atholaRebuild the dev environment: uv, Python tiers, pins, traps. Use when onboarding or toolchain breaks. Do not use for daily commands; use night-market-operations.
- ▌ Night Market Config Catalog · atholaCatalog every config axis, its defaults and guards. Use when adding or auditing configuration. Do not use for running gates; use night-market-operations.
- ▌ Skill Graph Audit · athola bundleAudit Skill() refs; detect hubs, isolates, and dangling targets. Use when auditing skills.
- ▌ Mission Orchestrator · athola bundleOrchestrates full project lifecycle by auto-detecting state and routing to the correct phase. Use when starting or resuming a project mid-workflow.
- ▌ Speckit Orchestrator · athola bundleOrchestrates Spec Driven Development by coordinating spec, plan, and task skills. Use when running the full speckit workflow from spec to implementation.
- ▌ Workflow Improvement · athola bundleEvaluates and improves skills, agents, commands, and hooks after a workflow slice. Use when execution felt slow, confusing, repetitive, or fragile.
- ▌ Methodology Curator · athola bundleSurface expert frameworks. Use when creating or evaluating skills, hooks, or agents.
- ▌ Memory Clarity Probe · athola> Probe memory/summary clarity via dual anchor questions: task progress, info gaps. Use when verifying session state or summary before handoff or compression.
- ▌ Palace Index Curator · atholaCurate the web-capture index. Use when the capture backlog grows, captures sit unprocessed at seedling/pending, or to surface stored research during work.
- ▌ Compression Strategy · athola bundleRecommends context compression strategies for bloated or quota-heavy sessions. Use when context feels sluggish or quota burns faster than expected.
- ▌ Doc Consolidation · athola bundleMerges ephemeral report and analysis artifacts into permanent documentation. Use when LLM-generated markdown files have accumulated and need consolidation.
- ▌ Storage Templates · athola bundleProvides templates and lifecycle patterns for storage and documentation systems. Use when organizing knowledge storage, config lifecycle, or naming conventions.
- ▌ Latent Space Engineering · athola bundleShapes agent behavior via instruction framing and style transfer. Use when composing dispatch prompts or writing skill instructions for parallel review agents.
- ▌ Testing Quality Standards · athola bundleDefines testing quality metrics, coverage thresholds, and anti-patterns. Use when establishing test gates or validating a test suite's coverage targets.
- ▌ Content Sanitization · atholaProvides sanitization guidelines for external content in skills and hooks. Use when loading GitHub Issues, PRs, WebFetch results, or any untrusted input.
- ▌ Graduated Implementation · athola bundleRamps implementation ambition a notch only after the prior increment is understood. Use when building a feature you must understand, not just ship.
- ▌ Evaluation Framework · athola bundleProvides weighted scoring, rubrics, and decision-threshold patterns. Use when designing quality gates, evaluation systems, or decision frameworks.
- ▌ Tutorial Updates · athola bundleGenerates or updates tutorials from VHS tapes and Playwright specs with dual-tone markdown and GIF recording. Use when tutorial assets need refreshing.
- ▌ Architecture Aware Init · athola bundleSelects architecture paradigm via research before scaffolding. Use when architecture is undecided and the choice needs justification and documentation.
- ▌ Code Quality Principles · atholaApplies KISS, YAGNI, and SOLID principles for clean code with reduced complexity. Use when refactoring or reviewing code for over-engineering.
- ▌ Night Market Operations · atholaRun and ship this repo: make targets, artifacts, release runbook. Use when testing, linting, or releasing. Do not use for setup; use night-market-build-and-env.
- ▌ Markdown Formatting · athola bundleEnforces markdown line-wrap and structure rules for clean git diffs. Use when writing or editing any committed markdown documentation or skill file.
- ▌ MCP Code Execution · athola bundleRoutes multi-tool workflows through MCP servers for large datasets and pipelines. Use when Bash tool overhead is limiting throughput on data-heavy tasks.
- ▌ Document Conversion · athola bundleConverts documents and URLs to markdown via tiered fallback (MCP markitdown, native tools, user notice). Use when a skill must ingest PDF, DOCX, or URL content.
- ▌ Architecture Paradigms · atholaSelects and routes to the right architecture paradigm. Use when choosing patterns for a new system or comparing trade-offs before making architecture decisions.
- ▌ Metacognitive Self Mod · athola bundleAnalyze and improve the improvement process. Use for detecting regressions and meta-optimization.
- ▌ Dependency Verification · athola bundleVerifies a package exists before install, defending against hallucination and slopsquatting. Use when adding, recommending, or installing a package.
- ▌ Github Initiative Pulse · athola bundleGenerates markdown digests and CSV exports for GitHub initiative health. Use when reporting on issue/PR progress across a milestone or project.
- ▌ Gemini Delegation · athola bundleDelegates tasks to Gemini CLI implementing delegation-core for Google's models. Use when delegation-core selects Gemini or 1M+ token context is needed.
- ▌ Token Conservation · atholaEnforces token quota management at session start with conservation and compression checks. Use at the start of every session or before large context loads.
- ▌ Risk Classification · athola bundleClassifies agent tasks into 4 risk tiers (GREEN/YELLOW/RED/CRITICAL). Use when assessing action reversibility before committing to an approach.
- ▌ Knowledge Locator · athola bundleSearches and navigates stored knowledge in memory palaces. Use when looking for previously stored information or cross-referencing concepts across palaces.
- ▌ Decision Journal · atholaContract for the project decision journal (tradeoffs and lessons-learned logs). Use when recording a decision, tradeoff, or lesson, or building a consumer hook.
- ▌ Agent Expenditure · athola bundleTracks per-agent token usage and flags waste in parallel dispatch. Use when evaluating parallel agent efficiency or after a multi-agent run.
- ▌ Assisted Mastery · athola bundleMakes agent reasoning visible, surfaces tradeoffs, and fades help so humans build judgment. Use when reviewing or learning from agent-written code.
- ▌ Knowledge Intake · athola bundleProcesses external resources into stored knowledge with quality scoring and routing. Use when ingesting articles, papers, or docs into a memory palace.
- ▌ Git Workspace Review · athola bundleVerifies workspace state and staged changes as a read-only preflight. Use before commits or PRs to confirm staged set is clean and correct.
- ▌ Additive Bias Defense · atholaInverts burden of proof for code additions. Use when reviewing PRs, planning refactors, or running unbloat to challenge every addition's necessity.
- ▌ Escalation Governance · athola bundleAssess whether to escalate models. Use when evaluating reasoning depth.
- ▌ Skill Library Mission · athola bundleBuild a project skill library in .claude/skills/ via discovery, parallel authoring, and review. Use when packaging tribal knowledge. Do not use for one skill.
- ▌ Supply Chain Advisory · athola bundleAudits dependency supply chains for bad versions, lockfile drift, and artifact integrity. Use when adding deps, handling incidents, or releasing a plugin.