Past security fixes are difficult to track across repository history. This skill guides an AI agent to extract, classify, and cache historical vulnerabilities for later analysis.

Repeated security findings increase review effort and can obscure regressions. This skill guides consolidation while preserving provenance, active regression candidates, and transaction history.

Security findings need consistent priorities grounded in exploit evidence and architectural context. This skill applies a risk matrix and documented caps to existing Mantis findings.

Large changes become difficult to review when unrelated concerns share one branch. This skill guides dependency-based branch planning and non-interactive stacked PR workflows.

Ponytail users need a clear reference for modes, commands, and configuration. This skill displays that reference once without changing modes or saving state.

Email campaigns can lose focus when timing, audience needs, and conversion goals are unclear. This skill creates structured sequences with practical copy and measurement guidance.

Selecting suitable partners and coordinating joint campaigns requires clear priorities and shared expectations. This skill structures partner evaluation, campaign ideas, outreach, responsibilities, and measurement.

Inconsistent events and campaign labels make marketing and product results difficult to measure. This skill provides tracking plans, implementation examples, and validation guidance for GA4 and Google Tag Manager.

Paid advertising decisions become unreliable when attribution, customer economics, and evidence gaps are ignored. This skill provides platform playbooks, audit checklists, and reviewable optimization plans.

Completion claims can hide failed, skipped, or untested requirements. This skill guides requirement-level verification with observed output, commit-bound evidence, and explicit human acceptance.

Ambiguous requirements create conflicting implementations and unverifiable reviews. This skill guides linked specifications, risk assessments, and verification strategies through explicit human approval.

Implementation reviews lose traceability when findings exist only in conversation. This skill structures task, fix, and branch reviews around contract references and persistent verdict files.

Separate plans can hide missing requirements, incompatible interfaces, and broken dependencies. This skill reviews the complete plan set and coordinates repairs with independent verification.

Incomplete implementation plans leave developers guessing about interfaces, dependencies, and acceptance criteria. This skill structures approved specifications into traceable tasks with explicit tests and execution gates.

Unclear scope and missing approval records make project decisions difficult to track. This skill guides request classification, charter writing, and lifecycle documentation through Executor.

Session changes can lose decisions, verification evidence, and unfinished implementation work. This skill guides human-controlled integration, durable pause records, and resumption checked against the current repository.

Long implementation plans can lose task state and accumulate unreviewed changes. This skill coordinates scoped subagents, review gates, and durable records across execution and recovery.

Unclear requirements and unsupported assumptions make technical decisions difficult. This skill guides structured discovery, evidence gathering, and approach comparisons before human approval.

Conflicting documents can carry incorrect decisions into later development phases. This skill coordinates independent audits, scoped repairs, and fresh re-audits before phase clearance.

Rough feature ideas can become specifications before alternatives and failure cases are examined. This skill structures research, independent concepts, critique, and human decisions into a recorded design.