RAG fails quietly. It retrieves documents, returns confident-looking answers, and misses the question entirely — because the question required connecting facts across documents, reasoning about sequence, or tracing causation. This skill gives you a five-question diagnostic checklist that classifies any failing query as either RAG-safe or structurally RAG-incompatible, then maps it to the specific failure pattern and the architectural fix that resolves it.
Penetration-test your Claude Code agent's guardrails before you deploy. Throws prompt-injection payloads, shell-chaining, and path-traversal attempts at your PreToolUse/PostToolUse hooks and sensitive-file protections, then returns a pass/fail report on 10+ attack vectors with copy-paste remediation for every gap.
Qualify and score a whole lead list with BANT or MEDDIC, automatically. Researches each account for buying signals like funding and leadership changes, scores it with a reason code for every point, and returns a prioritized queue with outreach drafts tied to what it found. CSV in, sales-ready queue out.
2
sales-enablementlead-genbant-scoring+3
Claim-Grounding Auditor — Trace Every AI Claim Back to Its Real Source
An adversarial gate that audits an AI eval or test suite — LLM-judge rubrics, datasets, regression tests, metrics — for gameable criteria, data leakage, missing edge cases, and non-determinism, then returns one PASS/REVISE/FAIL verdict.
2
1
ai-evaluationllm-evaltest-quality+2
AGENTS.md & Agent-Config Quality Gate — Catch Ambiguous Rules, Conflicts & Missing Guardrails Before You Ship
An adversarial reviewer for AGENTS.md and agent instruction files. It flags ambiguous or contradictory rules, missing guardrails, vague tool and scope definitions, and untestable instructions, then returns a PASS / REVISE / BLOCK verdict — before the config drives your agent.
1
1
agents-mdagent-configai-agents+2
Evidence Integrity Gate — Stop AI From Shipping Unsupported Claims in High-Stakes Content
Runs an ordered evidence-integrity gate over any AI draft — grade sources, ground claims, verify technical assertions, stress-test — then returns one PASS/REVISE/FAIL ship decision.
1
evidence-integrityhallucinationfact-check+4
Landing Page & Conversion Copy Gate — Catch Weak Value Props, Buried CTAs & Funnel Friction Before You Publish
An adversarial reviewer for landing pages and conversion copy. It flags an unclear value proposition, a weak or buried call to action, missing social proof, funnel friction, and unsupported claims, then returns a PUBLISH / REVISE / HOLD verdict — before the page goes live.
2
2
landing-pageconversioncro+2
Prompt-Injection & Agent-Security Gate — Block Hidden Instructions Before Your Agent Acts
An adversarial security gate that audits untrusted content — web pages, tool outputs, documents, emails — for embedded instructions, exfiltration, and authority spoofing, then returns a SAFE/REVIEW/BLOCK verdict.
2
prompt-injectionagent-securityai-safety+2
Cloud & Infrastructure Config Security Gate — Catch Misconfigurations Before You terraform apply
An adversarial gate that audits cloud and infrastructure-as-code config — Terraform, Kubernetes, IAM, security groups, buckets — for the misconfigurations that cause real breaches, and returns a structured PASS/REVISE/BLOCK verdict with severities and exact fixes before anything reaches your environment.
1
cloud-securityinfrastructure-as-codedevsecops+2
Product Listing & E-commerce Copy Gate — Catch Weak Titles, Feature-Only Bullets & Trust Gaps Before You Publish
An adversarial reviewer for product listings and e-commerce copy. It flags weak or keyword-poor titles, feature-only bullets, missing trust and specifics, unsupported claims, and conversion friction, then returns a PUBLISH / REVISE / HOLD verdict — before the listing goes live.
An adversarial gate that audits any chart, data summary, or statistic for misleading visuals and unsound inference, then returns one PASS/REVISE/FAIL verdict.
1
data-integritymisleading-chartsquality-gate+2
AI-Generated Code Review & Test-Coverage Gate — Catch Untested Paths, Silent Changes & Over-Confident Bugs Before You Merge
An adversarial reviewer for AI-written code changes. It pressure-tests a pull request or diff for untested branches, silent behavior changes, missing edge cases, over-confident code that only looks right, and weak tests, then returns a PASS / REVISE / BLOCK verdict before the change merges.
1
code-reviewai-codetest-coverage+2
Invoice & Expense Sanity Gate — Catch Math Errors, Duplicates & Policy Breaks Before Money Moves
An adversarial reviewer for invoices, receipts, and expense reports. It re-checks the math, flags missing details, duplicate or already-paid items, policy breaches, and fraud-risk red flags, then returns a PASS / REVISE / HOLD verdict — before you send, pay, or approve.
1
financeinvoicingexpenses+2
Resume & Application Claim Audit — Catch Overclaims & ATS Gaps Before You Apply
An adversarial gate that audits a resume or cover letter for overclaims, unverifiable metrics, vague impact, and ATS keyword gaps, then returns one PASS/REVISE/FAIL verdict.
2
resume-auditjob-searchoverclaim-detection+2
Hiring & Job-Description Quality Gate — Catch Bias, Risky Questions & Vague Requirements Before You Post
An adversarial reviewer for job descriptions and candidate-facing hiring content. It flags biased or exclusionary language, risky questions, inflated or vague requirements, and missing disclosures, then returns a POST / REVISE / HOLD verdict. A bias-and-clarity aid, not legal advice.
1
hiringrecruitingjob-descriptions+2
Meeting Notes & Action-Item Gate — Turn Messy Notes into an Accountable Action List
An adversarial gate that audits meeting notes or a transcript summary before you share them — catching missed decisions, vague or unowned action items, and tasks with no deadline — and returns a structured PASS/REVISE verdict plus a cleaned action list where every task has an owner and a date.
1
meeting-notesproductivityaction-items+2
Contract & Terms Risk-Spotting Gate — Find the One-Sided & Risky Clauses Before You Sign
An adversarial reviewer that reads a contract, agreement, or terms-of-service and flags one-sided, risky, vague, or missing clauses, then returns a LOW RISK / REVIEW / HIGH RISK verdict with questions to raise before you sign. A risk-spotting aid, not legal advice.
1
legalcontractsrisk-review+2
Social & Marketing Copy Gate — Catch Off-Brand Tone, Shaky Claims & Weak CTAs Before You Publish
An adversarial reviewer for social posts, ads, and marketing copy. It flags off-brand tone, unsupported claims, weak or missing calls-to-action, platform mismatches, and compliance risks, then returns a PUBLISH / REVISE / HOLD verdict — before you hit publish.
1
marketingcopywritingsocial-media+2
MCP Server & Tool-Definition Security Gate — Audit Tools Against the OWASP Agentic Top 10 Before You Connect
An adversarial gate that audits an MCP server or agent tool definition — schemas, descriptions, scopes, auth — for tool poisoning, excessive agency, injectable descriptions, and missing access controls, then returns one SAFE/REVIEW/BLOCK verdict.
2
mcp-securitytool-poisoningagent-security+2
Customer Support Reply Quality Gate — Catch Bad Replies Before You Hit Send
An adversarial gate that reviews any drafted support reply — email, chat, help-desk macro, or review response — before it goes out, checking that it answers the question, gets the tone right, avoids overpromising and risk, and gives clear next steps, then returns a structured SEND/REVISE/ESCALATE verdict with exact fixes.
1
customer-supportcustomer-servicehelpdesk+2
Email & Message Tone & Clarity Gate — Catch Unclear Asks and Wrong Tone Before You Hit Send
An adversarial pre-send gate that reviews any email or chat message and returns a structured SEND/REVISE/HOLD verdict — flagging unclear asks, unintended tone, buried action items, and missing context, with the exact text quoted and a fix for each.
1
emailcommunicationtone+2
Personal Budget & Spending Sanity Gate — Catch Math Errors, Missing Categories & Unrealistic Plans Before You Commit
An adversarial reviewer for your personal budget or monthly spending plan. It checks that the numbers add up, that common categories aren't missing, and that the plan is internally consistent and livable, then returns a PASS / REVISE / HOLD verdict. A clarity-and-consistency aid, not financial advice.
Turns Claude into a senior WordPress launch reviewer that audits a site, theme, or plugin against the entire pre-launch standard across 7 weighted domains and returns one objective go/no-go decision with a scored blocker list.