Engineering
config-drift-detect
Audit project gates including coverage thresholds, tsconfig strictness, eslint rules, husky/lint-staged, sonar quality gate, and branch protection. Flags values mathematically inco…
General
yes-ja
Triggers on file, config, database, or deployment changes; repeated debug failures; unsupported guesses; deferring to users; unverified completions; root-cause conclusions; unused …
General
yes-zh
Triggers on file, config, database, or deployment changes; repeated debug failures; unsupported guesses; deferring to users; unverified completions; root-cause conclusions; unused …
Data
list-quality-scorecard
Pre-send quality scorecard for any lead list. Grades duplicate rate, title diversity, bad-title patterns, catch-all domain density, ICP fit, email verification coverage. Outputs a …
Testing
police
Triple Gate quality enforcement system. Triggers on non-trivial builds. Runs three self-drafts plus six specialized validators across four phases with task isolation, compaction sa…
Engineering
hv-review
Staff-engineer review of a feature branch before merge or PR — reads commits, diff, referenced item IDs, and matching knowledge topics; checks intent match, convention compliance, …
Testing
aktenauszug-strukturpruefung
Validates completeness of a case extract covering case identification, introduction, summary, factual chronology, procedural history, party submissions table, evidence table, and l…
Security
reviewing-changes
Apply layered quality gates to code changes: quality, security, and architecture. Produces severity-ranked findings with concrete fixes tied to file:line. Supports OWASP Top 10, SO…
Documentation
kb-create
Guided pattern and bug creation with interactive prompts and automatic quality validation. Helps users build high-quality KB entries with proper structure, scoring, and categorizat…
General
course-quality-review
Performs evidence-based course quality audits aligned with Quality Matters and Community of Inquiry frameworks. Evaluates structural quality, teaching/social/cognitive presence, an…
Design
design-polish
Final quality pass fixing alignment, spacing, consistency, interaction states, and micro-details before shipping. Executes changes directly. Triggers on polish requests, finishing …
Testing
paper-autoraters
Execute the four paper-quality autoraters: Citation F1, Literature Review Quality (6-axis), SxS Overall Paper Quality, and SxS Literature Review Quality. Triggers on requests to sc…
Data
algo-mfg-cpk
Calculate Cpk process capability index to assess whether a process meets specification requirements. Use this skill when the user needs to evaluate process capability, compare proc…
Engineering
doncheli-review
Perform strict 7-dimension peer reviews covering correctness, tests, performance, architecture, security, style, and diff cleanliness. Activate on mentions of "review", "revisar", …
Documentation
doc-standards
Detects documentation issues such as structural traps, duplication, and staleness. Activates on documentation, docs, spec, BRD, PRD, ADR, tech spec, single source of truth, out of …
Data
algo-mfg-spc
Implement Statistical Process Control charts to monitor production process stability. Use this skill when the user needs to detect process shifts, set control limits, or distinguis…
Engineering
loom-code-review-and-quality
Performs code-focused quality review across correctness, tests, architecture, security, performance, scope, and evidence on diffs, branches, PRs, worker output, or implementation-c…
Engineering
aif-improve
Refine an existing implementation plan with a second iteration. Re-analyzes the codebase for gaps, missing tasks, incorrect dependencies, and improves overall plan quality. Use aft…
Engineering
algo-mfg-fmea
Conduct FMEA to systematically identify, prioritize, and mitigate potential failure modes. Use this skill when the user needs to assess product or process risks, prioritize correct…
Productivity
repo-applying-maker-checker-fixer
Three-stage content quality workflow (Maker creates, Checker validates, Fixer remediates) with detailed execution steps. Use for content quality workflows, validation, audit report…
Productivity
skillbuilder
Studies existing skills as reference to build high-quality, correctly formatted SKILL.md files. Emphasizes genuine capability by exploiting specific agent behaviors. Skip for one-o…
DevOps
devops-quality-gates
Apply seven IaC-adapted quality dimensions to infrastructure and DevOps changes. Use after blast-radius analysis and before plan-phase in DevOps workflows. All dimensions must pass…
Engineering
code-review-specialist
Comprehensive code review covering security, performance, and quality analysis. Activates for code reviews, quality assessments, pull request evaluations, or discussions of securit…
Engineering
kieran-rails-reviewer
Reviews Rails code changes against strict conventions and quality standards. Applies consistent style and best-practice checks; pair with architectural critique tools when deeper o…
Productivity
general-skill-refiner
Analyzes and refines existing agent skills by identifying quality issues, prioritizing fixes (MUST/SHOULD/NICE), gathering feedback, and implementing improvements for structure, cl…
Engineering
fixing-code
Fix all issues via parallel agents with zero-tolerance quality enforcement. Use when the user says fix, fix issues, fix errors, fix all, fix bugs, fix lint, fix tests, or wants to …
Testing
eval-skills
Audits project skills for frontmatter completeness, effort level fit, tool scoping, and content quality, producing scored reports with improvement recommendations for onboarding or…
Automation
silver-hitl-policy
Applies Silver generation HITL reduction policy: replaces inline gates with four targeted sets (Seed, Remodel, Dispute batch, Exception) and manages graph edges, dispute queues, an…
Engineering
doncheli-tech-debt
Identify, quantify, and prioritize technical debt in the codebase. Activate on mentions of "tech debt", "code quality", "technical debt", "code smells", "refactor candidates", or "…
Testing
evaluator
Validates code changes from an adversarial perspective. Call as an independent sub-agent inside /run, /check, or /review, or after sprint completion when an Evaluator PASS is requi…
Productivity
reversa-reviewer
Critically reviews specs produced by reversa-writer, finds inconsistencies, reclassifies confidence levels, and generates validation questions for human review during reverse-engin…
General
triangulate
Forks high-stakes or uncertain questions to an independent source before finalizing output. Use before shipping critical work, exploring architectural alternatives, or after repeat…
Content
Article Structure Review
Perform structural self-review of technical articles before publication, checking thesis-proof balance, genre consistency, and inclusion of limitations sections based on reader fee…
Productivity
gateguard
Fact-forcing gate that blocks Edit/Write/Bash actions and requires concrete investigation of importers, data schemas, and user instructions before proceeding. Improves output quali…
Content
ai-slop-reviewer
Detects and eliminates AI slop patterns from any text. Scans for generic filler, hollow adjectives, structural laziness, and robotic cadence. Apply after content creation or copywr…
Content
content-evaluation-framework
Applies a weighted 6-category rubric to assess book chapters, lessons, or educational content for technical accuracy, pedagogy, writing quality, structure, AI-first teaching, and c…
Engineering
sonarqube
Consults and resolves SonarQube issues. Use when users reference sonar-fix, quality gates, code smells, bugs, coverage, technical debt, BLOCKER, CRITICAL, csharpsquid, or typescrip…
Automation
armature-auditor
Verify completed work before sign-off by checking citation coverage, source integrity, outcome quality, and repo health. Runs validate, sources verify, render-context, and doctor -…
Engineering
critical-code-reviewer
Conducts rigorous, adversarial code reviews with zero tolerance for mediocrity. Identifies security issues, lazy patterns, edge-case failures, and bad practices across multiple lan…
Productivity
pre-handoff-verification
Verification gate before claiming any deliverable is ready. Forces evidence checks (path, file existence, validation notes) per evidence-before-done law. Use before any 'Verified' …
Engineering
implement-project
Manages full project lifecycle from batched tickets through batch implementation, smoke tests, and a complete quality pipeline of refactor, architecture, test, doc, and release rev…
Testing
workflow-test-fix-cycle
End-to-end test-fix workflow that generates layered test sessions (L0-L3) and executes iterative cycles until pass rate reaches 95 percent. Combines test generation and cycle execu…
Content
claude-design-slop-check
Reviews copy generated from Claude Design for AI slop patterns. Detects clichéd English and Korean expressions and suggests revisions. Recommended to chain with humanization skills…
Engineering
doncheli-pr-review
Perform structured code reviews of pull requests aligned with SDD principles. Activate on mentions of "PR review", "pull request", "review PR", "code review", or "review this diff"…
Engineering
hyper-code-review
Run automated code review on the current branch, working tree, or a chosen commit. Use after code changes to obtain an external critique distinct from plan or documentation reviews…
Testing
verify-quality
Checks code quality metrics including complexity, duplication, naming, and function length. Activates on mentions of quality checks, code smells, refactoring, linting, or standards…
Data
data-governance-and-quality
Define data governance strategy, quality validation rules, and dictionary management for vehicle insurance platforms. Handle standards, mappings, cleaning, and conflict resolution.
Engineering
phase-8-review
Validates codebase quality through architecture consistency, convention compliance, and gap analysis. Triggers on code review, architecture check, or quality verification requests.
Documentation
dp-playbook-audit
Perform full quality audits on HTML and PDF ebooks or playbooks covering structure, content, page count, FR/EN consistency, design system compliance, and professional standards.
Automation
genesis-feedback
Submits structured ADR-018 feedback after every rental (as requester), and collects + acts on incoming feedback (as provider). The quality signal that makes the Hub trustworthy.
Research
repo-insight
Deep analysis and interpretation of local or GitHub source repositories. Performs quality reviews, iterative optimization loops, parallel processing, and sub-agent coordination.
Testing
auto-code-quality
Runs automated quality checks after code is written or modified. Detects duplication, complexity, naming inconsistencies, and unused imports. Triggers on Edit/Write operations.
Productivity
skill-judge
Scores skill design quality against official specs and best practices. Provides multi-dimensional scoring and improvement suggestions when reviewing or auditing SKILL.md files.
General
taste
Applies distinctive judgment to any artifact instead of defaulting to AI norms. Supports audit mode against charter and anchors, or anchor mode to load register before output.
Testing
agency-evaluation-criteria
Quality evaluation criteria for AI agency project output covering design quality, originality, completeness, functionality scoring, and Playwright-based testing requirements.
Automation
workflow-optimization
Adds workflow optimization to existing projects: mistake tracking, verification checklists, context pruning, code quality hooks, pattern learning, and build error resolution.
Content
都市悬疑-审阅章节正文
Reviews urban suspense chapter text for reader retention, mid-chapter payoffs, cliffhangers, character consistency, fair deduction, evidence integrity, and timeline accuracy.
Testing
ascent-qa
Surface-level quality gate. Runs lightweight checks across structural integrity, ADR discipline, dependency health, documentation freshness, and skill collection integrity.
Testing
bmad-code-review
Reviews code changes using parallel adversarial layers (Blind Hunter, Edge Case Hunter, Acceptance Auditor) and structured triage. Use when the user requests a code review.
Engineering
skill-auditor
Audits and validates skill definitions for quality, completeness, and best practices including formatting review, sub-skill splitting decisions, and convention compliance.
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