Use when when you need to verify or retrieve package-internal metadata about compiled .NET assembly location and version before processing raw mass spectrometry files, or when…
R testing patterns: testthat 3e with expect_* assertions, snapshot testing, mocking with mockery and httptest2, covr code coverage, lintr static analysis, property-based testing…
Use when when applying a series of mpactr filter functions (filter_mispicked_ions,
Detect and diagnose race conditions in web applications through concurrent interaction testing, state mutation analysis, and timing-sensitive scenario reproduction.
Full brainstorming suite: facilitated ideation with proven methodologies, creative unblocking, structured evaluation, idea stress-testing, and design sprint for turning ideas into…
End-to-end Radius Network development playbook. Stablecoin-native EVM with sub-second finality. Uses plain viem (defineChain, createPublicClient, createWalletClient) for all…
Generate Ralph-compatible prompts for entire projects from scratch. Creates comprehensive prompts with architecture phase, implementation phases, testing, and documentation.
Skill sinh manual test cases với 2 modes — QUICK (sinh nhanh từ requirements) và FULL RBT (quy trình AI-RBT 6 bước có đánh giá rủi ro).
Provides before/after patterns for migrating test files to React 19 compatibility, including act() imports, Simulate removal, and StrictMode call count changes.
Use when tests mock subprocesses, filesystems, parsers, databases, networks, CLIs, serialization, or OS/provider integration.
Use when AgentHub work claims real E2E, approved-real, release readiness, packaged Desktop behavior, full-stack data flow, performance acceptance, or before merging branches that…
Testing real-time collaborative features including conflict resolution, CRDT validation, cursor presence, and concurrent editing scenarios.
Test parsers against real-world open source code with performance assertions and comprehensive symbol extraction validation
Use when designing, implementing, reviewing, debugging, testing, profiling, or porting concurrent, parallel, distributed, high-performance, network dataplane, kernel-bypass, or…
Test collaborative features against concurrency, reconnection, and ordering rather than only the single-user path.
Method for choosing and auditing an agent's reasoning_effort. Use when setting or reviewing reasoning_effort, when an agent was created with high, or when asked to cut reasoning…
Fetch latest origin/main and rebase it onto the current branch, resolving conflicts if necessary. Use when the user wants to rebase on main, update their branch with latest main,…
Deterministic play-testing over MCP — pause-and-step exact tick windows, the input latch lag, spawn placement, 3D pickup radius, what serializes, and Play on a duplicated world…
Verifies the work plan is implementable end-to-end and resolves verification-lane / fixture / E2E-environment gaps before the build phase begins.
Use to run a depth-bounded self-correction loop (attempt → critic verdict → re-attempt) as a tunable test-time compute knob — a do-and-judge specialisation, default off,…
Reviews proposed or completed legal redactions for an identified disclosure, filing, publication, investigation, or information-access process.
Redis testing including cache behavior verification, pub/sub testing, transaction testing, cluster failover testing, and data expiration validation.
Detailed authentication pack for session, token, OAuth/OIDC, SAML, and auth-boundary testing.
Domain routing and boundary guidance for authorized operating system command injection testing, including direct injection, blind injection, out-of-band callbacks, and argument…
Domain routing and boundary guidance for authorized CORS misconfiguration testing, including reflected origins, null origins, subdomain trust, and credential exposure.
Domain routing and boundary guidance for authorized insecure deserialization testing, including Java, PHP, Python, .NET, and gadget-chain analysis.
Domain routing and boundary guidance for authorized open redirect testing, including parameter redirects, meta or JavaScript redirects, and OAuth redirect_uri abuse.
Domain routing and boundary guidance for authorized SSRF testing, including basic SSRF, blind SSRF, protocol smuggling, and cloud metadata access paths.
Domain routing and boundary guidance for authorized server-side template injection testing, including Jinja2, Twig, Freemarker, Velocity, and Thymeleaf engines.
Domain routing and boundary guidance for authorized subdomain takeover testing, including dangling CNAME records, NS takeover, and cloud service takeover paths such as S3, Azure,…
Domain routing and boundary guidance for authorized XXE testing, including file read, SSRF, blind XXE, and parameter entity variants.
Integrate regression testing into CI/CD pipelines with baseline comparison and merge blocking on failure
Run regression analysis (OLS or logistic) on uploaded CSV/Excel data, generating coefficients, R², p-values, VIF, and plain-language interpretation.
Design and prioritize a regression test suite so changes don't break what worked. Use when asked to plan regression testing, build a regression suite, decide what to re-test after…
Intelligent regression test selection using code change analysis, dependency graphs, and risk assessment to minimize test execution time.
Execute regression test suites via CI/CD, analyze results, classify failures, and produce GO/NO-GO release decisions.
Use when reviewing, designing, or modifying Java enterprise systems that may support financial entities, critical ICT services, third-party ICT provider integrations, or — from…
Use when writing agent-relay workflows that must fully validate features end-to-end before merging. Covers the 80-to-100 pattern - going beyond "code compiles" to "feature works,…
Plan and run pre-release OpenClaw plugin validation across bundled plugins, package artifacts, lifecycle commands, doctor/fix, config round-trip, gateway startup, SDK com — from…
Publish SkiaSharp packages and finalize the release. Use when user says "publish X", "finalize X", "tag X", or "finish release X".
Run integration tests to verify SkiaSharp NuGet packages work correctly before publishing. Use when user asks to: - Test/verify packages before release - Run integration tests -…
Release and upgrade workflow for the knowledge-base plugin: versioning, docs, validation bundle, local testing, and user upgrade notes.
Component and system reliability prediction and analysis skill with MTBF/MTTF calculations, failure rate databases, FMEA/FMECA support, fault tree analysis, and accelerated life…
Build deterministic test fixtures and end-to-end scenario harnesses for ReLiS rewrite. Use when Claude Code needs reliable seed data, parity regression tests, and high-signal…
Configure and troubleshoot CCAM Remote Data Sources that collect Claude Code and Codex history over SSH.
Hire humans for physical-world tasks via RentAHuman.ai. Search available humans by skill, post bounties, start conversations, and coordinate real-world work.
Turn a user journey you just clicked through into a saved regression check that re-runs deterministically, with no model in the loop and no test code to write.
Create a minimal working Replit app with database, object storage, and auth. Use when starting a new Replit project, testing your setup, or learning Replit's built-in services…
Classify the current repository task and recommend one existing Repo Doctor Skill or an ordered workflow without executing it.
Final stage of /proctor. Renders TestResults + FixPRRef into a markdown report. In CI mode (PROCTOR_POST_COMMENT=1) posts the comment to the PR; in local mode saves the report to…
Debug by reproducing the failure first, then forming and testing hypotheses before editing code. Use when asked to fix a bug, a failing test, a crash or unexpected behavior.
Use after a grill-change session is complete to turn the agreement record into an intent-first spec candidate and vertical TDD-ready issue briefs.
Orchestrate the whole issue-to-PR pipeline for one ticket: fact-check the issue, draft a plan, harden it, implement the fix, write tests, review the fix, and open the PR —…
Response Time Analyzer - Auto-activating skill for Performance Testing. Triggers on: response time analyzer, response time analyzer Part of the Performance Testing skill category.
Automated responsive design testing across breakpoints, viewports, and devices with visual comparison and layout verification.
Whether a backup is actually recoverable rather than merely present: the ranked hierarchy of restore evidence (actual restore performed, full boot/virtualization verification,…
Use when selecting, implementing, or stress-testing the causal identification strategy for an empirical The Review of Economic Studies (REStud) manuscript — DID (incl.
Use when building, sharpening, or stress-testing the theoretical model in a The Review of Economic Studies (REStud) manuscript — whether a pure-theory paper or an empirical paper…
Reference for the retraining-worker service (port 8005): Celery app setup, subprocess worker pattern, retrain_model task, shadow accuracy testing, model version promotion to…
Testing retry mechanisms, circuit breakers, bulkheads, and timeout patterns for building resilient distributed systems.