Testing
quality-playbook
Explore any codebase from scratch and generate six quality artifacts: a quality constitution (QUALITY.md), spec-traced functional tests, a code review protocol with regression test…
Security
salesforce-apex-quality
Apex code quality guardrails for Salesforce development. Enforces bulk-safety rules (no SOQL/DML in loops), sharing model requirements, CRUD/FLS security, SOQL injection prevention…
Engineering
brutal-agent
Orchestrate subsystem-by-subsystem project hardening by combining brutal-project-review and task-worker in a strict loop: review one subsystem, create CRITICAL/MAJOR tasks, run all…
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 …
General
conscientiousness
Apply thoroughness and diligence in execution through systematic checking, completeness verification, follow-through on commitments, and disciplined task completion. Use before mar…
Productivity
skill-streamlining-audit
Audit a single skill directory (SKILL.md, references, templates) to detect redundant, contradictory, or outdated content and generate a severity-classified report recommending remo…
DevOps
ai-sdlc-quality-lenses
Applies structured quality lenses—pre-mortem, adversarial, edge-case, stakeholder, reversibility, abuse-case, operational-failure—to challenge requirements, designs, plans, tests, …
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
ai-sdlc-requirements-readiness-review
Runs a final quality review on PRFAQ and BRD artifacts to surface gaps, contradictions, and readiness gaps before design begins. Supports quick assumption-driven or full question-d…
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
quality-eval-orchestrator
Routes quality, testing, and evaluation tasks to the right specialist among 12 focused skills covering eval-driven development, agent benchmarking, TDD, verification gates, E2E tes…
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…
Data
lead-quality-pattern-analysis
Red flag detection frameworks for lead quality analysis across GA4 behavioral data. Identifies bot traffic, no-shows, and conversion patterns using five structured analysis framewo…
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…
Productivity
jira-write-ticket
Creates or updates Jira tickets with enforced quality standards: structured sections, Gherkin acceptance criteria, epic links, explicit relationships, remote references, labels, co…
Engineering
bashsmithing-report
Delivers structured Bash code quality audits via the SIFT Protocol V1.0, generating 8-section reports covering architecture, compliance, and error handling. Accepts pasted code, fi…
Productivity
linear-write-issue
Manages Linear work items (Epics, Stories, Sub-tasks) with enforced quality standards: audience-focused descriptions, Gherkin criteria, parent-child hierarchy, explicit relationshi…
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…
Testing
skill-validator
Audits and scores skills across nine production criteria—structure, content, interaction, documentation, standards, robustness, maintainability, zero-shot use, and reusability—deli…
Documentation
api-docs-quality-report
Crawls any API docs site to audit endpoint coverage across five quality checks—descriptions, spec presence, parameter docs, status codes, and schema completeness—then generates an …
Engineering
repo-quality-system-lifecycle
Define or audit structural quality contracts for agent-run repositories: charters, docs ownership, validation gates, evidence paths, and repair loops. Supports audits, maturity che…
Engineering
river-review-discipline
Enforces consistent review quality by classifying targets, separating requirements/design/diff/validation/report, and issuing evidence-based decisions (approved/needs_revision/bloc…
Business
control-plan-builder
Builds complete Control Plan rows from PFMEA failure modes and process steps, specifying control methods, sampling plans, and reaction plans per AIAG and IATF 16949 §8.5.1. Use for…
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…
DevOps
build-pre-commit-config
Generates a pinned, reproducible `.pre-commit-config.yaml` at the repository root that runs formatters, linters, and validators on staged files via the pre-commit framework. Option…
Productivity
six-sigma-challenge
Challenges any review or assessment to reach six-sigma (99.9999%) quality. Analyzes scored, pass/fail, or unstructured evaluations, uncovers missed issues, stress-tests improvement…
General
no-glaze
Always-on engineering posture that strips sycophancy: refuses confabulation, surfaces contradictions in tool results, rejects unsubstantiated claims, and flags bad ideas or scope c…
Engineering
desloppify
Scans codebases for quality issues and technical debt including dead code, large files, god classes, duplicates, smells, naming problems, import cycles, and coupling. Returns healt…
Productivity
skill-quality-audit
Audit AI Skills, Packs, plugins, or repositories for structure, triggers, workflows, resources, bilingual output, safety, and publishing readiness. Returns findings, severity ratin…
Engineering
affinage
Triages PR review comments, CI failures, and merge conflicts by scoring each against ten quality dimensions, then drafts fixes and replies. Routes structural changes to dedicated m…
Design
dashboard-design-qualitygate
Validates dashboard designs to ensure clarity and accountability: eliminates false precision, defines clear ownership, and surfaces real risks across legal, client, and compliance …
Productivity
craft-mastery
Produces world-class learning documents for any topic via official-source research, executable code verification, multi-dimensional quality loops, and evidence-based retention meth…
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…
Content
content-ops
Assembles a domain expert panel to score content or strategy artifacts against a rubric, iterating until aggregate quality reaches 90+. Use as a review gate for copy, emails, pages…
Testing
speckit-validator
Validates Spec-Driven Development projects end-to-end via deterministic rules for structure, schemas, cross-references, security, and code quality. Outputs scored reports with opti…
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", …
Testing
launch-audit
Performs a comprehensive pre-launch quality audit on any web application by first exploring the codebase then generating project-specific checks across security, functionality, dat…
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 …
Testing
ac
Verifies task acceptance criteria by inspecting code evidence for each unchecked item, marking passes immediately, and stamping timestamps on completion — works independently after…
Engineering
capa-and-spc
Drive quality control by distinguishing special vs. common cause variation, executing CAPA from containment to root-cause closure, building FMEA and control plans, and raising supp…
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…
Productivity
pm-spec-quality-audit
Performs structured quality audits on product specs, PRDs, and requirements docs. Flags untestable requirements, incomplete flows, missing constraints, and scope gaps with severity…
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…
Engineering
coco-fix-iterate
Iterative review-and-fix loop that scores code, applies targeted fixes, and re-evaluates until a quality threshold is met or iteration limit reached. Supports single- or multi-agen…
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…
Content
ai-content-audit
Scans content libraries, docs, or blogs to detect AI-generated filler, assess quality erosion, and deliver an audited inventory with verdicts, detection signals, triage recommendat…
Research
catalog-curator
Validates and updates the EVERSE software quality catalog. Use when you need to perform deep semantic reviews of tool metadata, verify quality indicators against tool documentation…
Productivity
github-validate-issue
Validates GitHub Issue specs against organizational quality gates and returns structured PASS/FAIL results with remediation steps. Single source of truth for valid GitHub Issues; c…
Productivity
delivery-gate
Prevents task completion until quality gates pass: detects rationalization patterns, stale learning logs via filesystem timestamps, and low disk space. Enforces consistent learning…
Productivity
reviewer-skill
Reviews a SKILL.md file against `standards/skill-standards.md`, with anti-bloat as the first check. Invoke when "gate a skill", "review this skill", or the orchestrator needs a PAS…
Testing
aidlc-cqo
Defines the CQO role's identity, authority, and quality protocols for AI-DLC engagements. Activates for test specs, quality gates, merge approvals, coverage baselines, and any qual…
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…
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