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Testing & QA
Unit tests, integration tests, E2E, QA, validation, and test automation
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- Verification LoopRuns the full DevSkyy gate battery (pytest, ruff, phpcs/phpstan, verify:theme, .min rebuild, live curl, eyes-on) and reports each result with an evidence-scope tag. Use when a feature, fix, or refactor is finished and you are about to claim "done", open a PR, or deploy. Do NOT use for choosing which gate to add or for reviewing code quality by reading it — that is code-review; this skill only executes gates that already exist and reports what they returned.Votes: 0GitHub stars: 3
- Tdd WorkflowDrives RED → GREEN → IMPROVE in this repo's actual runners — pytest via `rtk proxy`, vitest in frontend/, Playwright for flows — and requires the RED state to be observed, not assumed. Use when writing a new feature, fixing a bug, or refactoring anything under the Python API, frontend/, or the theme's JS. Do NOT use for retrofitting tests onto code that already shipped green (that is a coverage-gap task), and do NOT use it to decide whether an existing suite's result is trustworthy — that is ...Votes: 0GitHub stars: 3
- Devskyy PatternsCoding patterns extracted from DevSkyy git history (200 commits analyzed 2026-06-10). Commit conventions, hot-surface workflows, co-change rules (CSS→.min rebuild, source→.wolf docs), and testing layout. Use when committing, editing theme assets, or onboarding a session to this repo's actual practices.Votes: 0GitHub stars: 3
- Continuous LearningStop-hook session-end pattern extractor (v1) — flags sessions worth mining and saves reusable patterns as one-file learned skills under ~/.claude/skills/learned/. Use when wiring, testing, or debugging the Stop-hook extractor, tuning its config.json thresholds, or extracting a session's patterns manually via /learn. Superseded by continuous-learning-v2 (deterministic PreToolUse/PostToolUse instinct learning with confidence scoring and project scoping) for ongoing automatic capture — do NOT us...Votes: 0GitHub stars: 3
- Ai Regression TestingRegression testing strategies for AI-assisted development — sandbox-mode API testing without database dependencies, automated bug-check workflows, and patterns to catch AI blind spots where the same model writes and reviews code. Use when an AI agent has modified API routes or backend logic, when a just-fixed bug needs a test that locks out re-introduction, or when running a bug-check pass over AI-written changes. Do NOT use for authoring tests on never-broken code (that is test-driven-develo...Votes: 0GitHub stars: 3
- Agent EvalHead-to-head comparison of coding agents (Claude Code, Aider, Codex, etc.) on custom YAML-defined tasks with pass rate, cost, time, and consistency metrics. Use when choosing between coding agents for a codebase, benchmarking an agent after a model or tooling update, or producing data-backed agent-selection decisions for a team. Do NOT use for grading a single fix or claim (that is adversarial-verification) or for eval-driven development of Claude Code sessions and prompts themselves (that is...Votes: 0GitHub stars: 3
- Adversarial VerificationDispatch an independent, skeptical agent to re-derive whether a fix/claim/artifact actually worked, instead of trusting the builder's self-assessment. Use when a subagent, Workflow stage, or parallel candidate reports "fixed it" and the cost of a false green is high — code fixes, pipeline output, generated assets, live-site claims. Do NOT use for verifying your OWN uncommitted work (that is verification-loop — just run the gates), and do NOT use for vetting a plan before anyone builds (that i...Votes: 0GitHub stars: 3
- Pdf ScreenshotRender PDF pages or cropped regions to PNG images for visual verification.Votes: 0GitHub stars: 6
- Ops Pi TermPi Term (WezTerm fork) operations, interaction testing, and visual regression. Automated UI testing via xdotool, screenshot evidence, burst captures for animations, blind test integration via /test-lab, and design review automation.Votes: 0GitHub stars: 6
- Ops ObsMonitor, diagnose, and optimize OBS Studio on KDE Plasma Ubuntu. Use when the user says "obs health", "obs stats", "monitor obs", "obs dropped frames", "optimize obs", "obs stream control", "start/stop obs recording", "obs doctor", "obs websocket", or wants OBS buttons on the Stream Deck.Votes: 0GitHub stars: 6
- Nico QaAutomated data quality audit for SPARTA Explorer. Runs deterministic httpx checks against the Express API (localhost:3001) to verify all 6 ArangoDB collections have complete, non-placeholder data. Produces structured JSON findings with severity levels.Votes: 0GitHub stars: 6
- Learn DatalakeUser-facing continuous datalake learning orchestrator. Watches a directory, runs review-pdf quality loops for PDFs, and ingests non-PDF assets into graph memory for multi-hop traversal.Votes: 0GitHub stars: 6
- Ingest DocSingle-command document ingestion pipeline. Chains extractor → cui-marker → doc2qra → taxonomy → memory for PDFs and documents. Handles compliance, research, and general documents end-to-end.Votes: 0GitHub stars: 6
- Ingest Compliance DocSingle-command compliance document ingestion pipeline. Chains extractor → cui-marker → doc2qra → taxonomy → memory for defense/compliance PDFs. Handles NIST, CMMC, DISA STIG, and ITAR documents end-to-end.Votes: 0GitHub stars: 6
- Get SubtitlesEnsure movie subtitles exist and are verified on disk. Use when the user says get subtitles, download subtitles, verify English SRT, ask Bazarr for subtitles, ensure movie subtitles, or find subtitle-backed movie candidates.Votes: 0GitHub stars: 6
- Extract ControlsExtract framework control references from documents and create graph edges to sparta_controls. Supports NIST, CWE, ATT&CK, SPARTA, D3FEND, ISO. 3-tier extraction: regex → RapidFuzz → classifier (future).Votes: 0GitHub stars: 6
- Eval SkillsBehavioral evaluation of skills using fixture-based test cases. Runs eval.json fixtures per skill to verify correct output, exit codes, latency budgets, and compose chain pipelines. Produces transparent Markdown and JSON reports with diffs for failures. Complements sanity.sh (smoke tests) and skills-ci (static analysis) with behavioral correctness.Votes: 0GitHub stars: 6
- Edge VerifierVerifies relationships between a source text (e.g. Episode, Task) and existing Knowledge Graph lessons. Runs KNN/Hybrid search to find candidates, then uses LLM (scillm) to verify "verifies", "contradicts", or "related" stances with strict rationales.Votes: 0GitHub stars: 6
- Edge VerifierVerifies relationships between a source text (e.g. Episode, Task) and existing Knowledge Graph lessons. Runs KNN/Hybrid search to find candidates, then uses LLM (scillm) to verify "verifies", "contradicts", or "related" stances with strict rationales.Votes: 0GitHub stars: 6
- Debug PdfAutomated PDF failure analysis and fixture generation. Takes failed PDF URLs, identifies breaking patterns, and generates minimal fixtures via fixture-tricky for regression testing. Supports batch mode and combined stress test generation.Votes: 0GitHub stars: 6
- Create ReportCreate project-aware evidence reports and report UIs from a given project, surface, artifact, or question. Use when the user asks to create a report, HTML/CSS report, project status report, page-purpose report, implementation/readiness report, source-of-truth audit, application inventory, review readout, or report-to-plan handoff that must apply best-practices-report while also using project-specific sources such as project-knowledge, monitor-sparta, test-interactions, ask persona reviews, do...Votes: 0GitHub stars: 6
- Conversation LabSelf-improving conversation convergence loop for SPARTA stress tests. Diagnoses unsatisfied sessions, re-runs until personas say satisfactory, outputs structured JSON for /assess consumption. Use when conversation quality is low, sessions are partial, or you need to converge conversations.Votes: 0GitHub stars: 6
- Best Practices ResumeCanonical rules for writing, formatting, exporting, and verifying Graham Anderson's resume and its public surfaces, so an agent never re-derives them by trial and error. Use when editing RESUME.md, changing the resume PDF, DOCX, Markdown or /resume page, reconciling LinkedIn with the resume, deciding page count or section order, judging whether a claim may be made, or verifying a built resume artifact. /resume executes; this skill decides.Votes: 0GitHub stars: 6
- Best Practices Kling VideoBest practices for generating faithful Kling videos via fal.ai: endpoint selection (reference-to-video vs image-to-video vs text-to-video), character identity locking with elements, prompt condensation from large pipeline artifacts (storyboards, character bibles, look locks) into Kling-sized prompts, and typed request validation. Use when Kling output does not match contact sheets or reference images, when characters render as wrong people, when choosing a Kling endpoint, when compiling a per...Votes: 0GitHub stars: 6