Send outbound messages on a user's behalf with deduplication, idempotency keys, and an explicit send gate.
Track system-level behavioral patterns and operational activity for efficiency analysis. Use this skill whenever the user mentions behavioral analytics, usage pattern, system…
Enforce coding standards, style compliance, and security scanning on project pull requests, and gate merges on the result.
Run assertion-based tests \u2014 null checks, range bounds, referential integrity, distribution checks \u2014 against live warehouse tables as data arrives.
Identify statistically significant clusters of events across both space and time. Use this skill whenever the user mentions spatiotemporal, cluster analysis, hotspot, getis ord,…
Verify UI alignment, mirroring and directional symmetry for right-to-left languages, including flipped margins, paddings and icons.
Break vague one-liner feature requests into atomic, dependency-sorted engineering tickets ready to import into Jira or Linear.
Reconstruct attack timelines through deep data recovery and log correlation, covering deleted-file recovery, memory-dump analysis, registry and shellbag forensics, and…
Route hazardous-goods vehicles around restricted zones, tunnels and residential areas subject to licensed municipal regulations and bridge height and weight limits.
Determine whether a customer location falls within a merchant's service isochrone for immediate fulfillment and pricing.
Use mathematical proof to verify a system meets safety specifications without exhaustive testing. Use this skill whenever the user mentions tla+, model checking, formal…
Calculate how variable changes propagate through a system requirement set and its technical performance measures.
Capture row-level inserts, updates and deletes from source database transaction logs and synchronize downstream warehouse state in near real time.
Automatically fix minor structural errors in pipeline task arguments or malformed headers to prevent workflow halts.
Track certificate expiry dates and automate renewal to prevent avoidable downtime. Use this skill whenever the user mentions ssl certificate, tls expiry, certificate renewal,…
Apply regional address-layout rules \u2014 field order, postal-code position and required fields \u2014 across more than 200 countries.
Scan project spending and resource allocation to flag deviations from the baseline budget. Use this skill whenever the user mentions budget variance, cost baseline, burn rate,…
Map and standardize disparate error formats from different cloud platforms and gateways into one schema for cross-stack incident analysis.
Attribute compute and storage cost to specific pipelines and users from live query logs and metadata, and flag oversized or idle clusters.
Check a bill of materials against manufacturing constraints, component lifecycle status and the logical design.
Implement human-in-the-loop checkpoints and evidence requirements before an agent advances state. Use this skill whenever the user mentions human in the loop, verification…
Verify that price feeds are fresh, internally consistent, and resistant to manipulation before anything depends on them.
Determine the structure of unfamiliar invoice formats programmatically for field extraction and validation.
Ensure text wrapping follows language-specific rules, such as forbidding breaks before punctuation or inside words in Thai and Japanese.
Check localized segments against an approved project glossary and term-base, flagging and correcting non-compliant terminology.
Identify the minimum set of tests giving maximum coverage after a system change. Use this skill whenever the user mentions test selection, regression suite, coverage, test…
Translate natural-language requirements into mathematically verifiable formal methods or machine-readable ReqIF and XML.
Implement technical caps and traffic shaping to prevent abuse and allocate capacity. Use this skill whenever the user mentions rate limiting, quota, traffic shaping, token bucket,…
Evaluate threats against the Confidentiality, Integrity, and Availability of data and services. Use this skill whenever the user mentions cia triad, confidentiality, integrity,…
Advanced configuration, hardening and cost optimization of cloud resources and pipelines, covering disaster-recovery testing, Kubernetes and Terraform review, Docker…
Align identified system threats to known adversary tactics and techniques for better defensive alignment.
Determine whether a coordinate or IP originates from a data center or proxy to validate location authenticity for compliance.
Manage the reason-act-observe cycle so agents can handle long-running tasks that span sessions. Use this skill whenever the user mentions react pattern, reason act observe, long…
Execute structured failure propagation and risk priority scoring over a component dependency graph. Use this skill whenever the user mentions fmea, failure mode, risk priority…
Generate happy paths, edge cases and parameterized tests from functional logic analysis. Use this skill whenever the user mentions unit test, test generation, edge case,…
Extract text and tables while preserving physical structure and spatial relationships using vision models.
Calculate visibility across high-resolution elevation models for telecom, urban planning and site assessment.
Craft structured project plans covering research phases, sequencing, and delegation strategy. Use this skill whenever the user mentions project plan, phased plan, research phase,…
Manage data objects through lifecycle states such as challenged, initiated and settled while keeping persistent, queryable snapshots of current operational data.
Discover, index and sync technical metadata and schemas from live warehouse tables into an enterprise data catalog.
Load and validate project input data from external files before downstream tasks consume it. Use this skill whenever the user mentions data ingestion, input validation, schema…
Validate project financial reports against specific regulatory standards using documented procedural knowledge.
Calculate estimated completion dates from historical team performance and current backlog complexity.
Scan and convert resource files to UTF-8, remove byte-order marks and fix mojibake corruption from legacy encodings.
Convert business logic and product requirements into executable technical specifications, covering domain-driven design, service boundary definition, state machine design, and…
Verify cloud disaster-recovery protocols procedurally to confirm resilience against regional outage. Use this skill whenever the user mentions disaster recovery, dr test, regional…
Map identified vulnerabilities to Spoofing, Tampering, Repudiation, Information disclosure, Denial of service, and Elevation of privilege.
Suppress downstream alerts when an upstream dependency has already failed and paged, so one root cause does not produce a flood.
Determine efficient data pathing and addressing layers for complex physical or private clusters. Use this skill whenever the user mentions network topology, routing optimization,…
Explain ownership and borrow violations with memory diagrams and safety invariant analysis. Use this skill whenever the user mentions borrow checker, ownership, rust lifetime…
Identify personally identifiable information in logs or codebases to maintain data-privacy compliance.
Generate reachability polygons from sidewalk connectivity, pavement quality and terrain slope for urban planning.
Spatially join localized census, income and socioeconomic data onto user-defined trade areas. Use this skill whenever the user mentions demographic enrichment, census overlay,…
Analyze build times and failure patterns to optimize developer velocity and DORA metrics. Use this skill whenever the user mentions dora metrics, deployment frequency, lead time…
Correlate internal application failures with real-time status and outages from third-party API providers and cloud vendors.
Standardize interfaces across cloud or tool providers for consistent API interaction inside a pipeline.
Automate visibility of internal and external APIs and map remote endpoints to agent connector protocols.
Convert precise coordinates into parcel-level addresses and tax-lot identifiers using licensed cadastral and government databases.
Scan project scripts and deliverables for vulnerabilities and malicious code execution risk. Use this skill whenever the user mentions deliverable scanning, malicious code, script…
Define the trust boundaries and perimeters within an infrastructure architecture to isolate sensitive components.