Calculate electromagnetic interference thresholds and specify shielding materials against signal integrity standards.
Design explicit lifetime relationships and elision rules for complex ownership trees. Use this skill whenever the user mentions lifetime annotation, elision, lifetime bound,…
Translate vague project instructions into precise prompts for specific downstream tools. Use this skill whenever the user mentions prompt translation, instruction rewriting,…
Manage the physical or logical location where project tasks must be performed. Use this skill whenever the user mentions site task, field work, location constraint, dispatch,…
Correlate backend errors with real-user monitoring or session data to count the unique users an incident actually affected.
Evaluate threats against the Confidentiality, Integrity, and Availability of data and services. Use this skill whenever the user mentions cia triad, confidentiality, integrity,…
Determine whether a customer location falls within a merchant's service isochrone for immediate fulfillment and pricing.
Implement feedback loops where the harness checks its own work before declaring a task complete. Use this skill whenever the user mentions self verification, feedback loop, output…
Evaluate and refine contract code to reduce computational steps and on-chain transaction cost. Use this skill whenever the user mentions gas optimization, gas cost, storage…
Automate compliance rules inside IaC templates to prevent non-compliant resources being created. Use this skill whenever the user mentions policy as code, opa, rego, conftest,…
Intersect travel-time buffers with population density and competitor locations to estimate customer reach and market saturation.
Determine efficient data pathing and addressing layers for complex physical or private clusters. Use this skill whenever the user mentions network topology, routing optimization,…
Verify failover mechanisms and standby configurations through state-machine simulation and mathematical modeling.
Implement release patterns such as blue-green, canary, or rolling updates to minimize downtime. Use this skill whenever the user mentions blue-green, canary release, rolling…
Compute travel-time polygons from multi-agency transit schedules, live GTFS feeds and pedestrian delays.
Apply regional address-layout rules \u2014 field order, postal-code position and required fields \u2014 across more than 200 countries.
Transform internal building signals such as BLE and WiFi into precise indoor floorplan coordinates where GPS is unavailable.
Configure service replication and health checking to hold a stated uptime target. Use this skill whenever the user mentions high availability, replication, health check, uptime…
Manage automated re-processing of historical data partitions after a logic change or failure, enforcing idempotency and warehouse state consistency.
Evaluate code and document readability against rule-based hygiene metrics. Use this skill whenever the user mentions readability score, hygiene metrics, complexity metric,…
Correlate internal application failures with real-time status and outages from third-party API providers and cloud vendors.
Define and check for over-complexity in project findings so scope creep is caught before it is committed to.
Rank potential system threats by risk level and business impact to guide remediation effort. Use this skill whenever the user mentions vulnerability prioritization, epss, cisa…
Retrieve and cite primary legal or clinical source material for project decisions, with mandatory human professional review.
Reconstruct broken or incomplete trace IDs and spans across microservices to recover a full request lifecycle during debugging.
Transform legacy system representations into secure cloud-native patterns, covering monolith decomposition, on-prem-to-cloud threat translation, sidecar and API-gateway security,…
Analyze network packets beyond metadata to find malicious payloads and protocol anomalies, covering signature matching, fragmented-packet reassembly, application-layer decoding…
Manage the extraction, transformation, and loading of content across project integrations. Use this skill whenever the user mentions etl, data mapping, content transformation,…
Verify payment processing workflows and tokenization against the PCI Data Security Standard. Use this skill whenever the user mentions pci dss, cardholder data, tokenization,…
Decompile and analyze deployed bytecode when source is unavailable or unverified. Use this skill whenever the user mentions bytecode, decompilation, unverified contract, evm…
Enforce explicit gates requiring named artifacts to exist before execution is allowed to proceed. Use this skill whenever the user mentions readiness gate, artifact check,…
Measure source-to-sink latency, throughput and replication lag against SLAs using live warehouse health metrics.
Define and deploy cloud infrastructure using declarative, machine-readable configuration files. Use this skill whenever the user mentions terraform, provisioning, declarative…
Audit agent permission boundaries so autonomous agents cannot exceed their intended authorization level.
Scan and obfuscate sensitive personal data inside warehouse tables and pipelines using deterministic pattern matching or cryptographic salting for compliance.
Audit external libraries, inherited contracts, and third-party oracles for known risk. Use this skill whenever the user mentions dependency audit, inherited contract, oracle risk,…
Apply organization-specific brand guidelines and styling to generated project documents. Use this skill whenever the user mentions brand guidelines, report formatting, corporate…
Cross-reference experimental designs and statistical validity across primary sources, covering effect-size verification, p-value and power analysis, methodology critique, and…
Ensure critical project tasks execute in the specific order their dependencies require. Use this skill whenever the user mentions task sequencing, execution order, predecessor,…
Advanced configuration, hardening and cost optimization of cloud resources and pipelines, covering disaster-recovery testing, Kubernetes and Terraform review, Docker…
Assess loan-to-value ratios and distance to liquidation thresholds across lending positions in real time.
Structure standups, retrospectives, and planning sessions automatically from current team data. Use this skill whenever the user mentions standup, retrospective, sprint planning,…
Validate project financial reports against specific regulatory standards using documented procedural knowledge.
Scan source code with static analysis to find user-facing text literals not wrapped in i18n functions or resource bundles.
Verify that generated documentation stays aligned with the technical implementation and its references.
Automate visibility of internal and external APIs and map remote endpoints to agent connector protocols.
Track component physical properties to maintain equilibrium constraints and centre of gravity. Use this skill whenever the user mentions weight and balance, centre of gravity,…
Map and verify data packets between industrial and aerospace communication standards. Use this skill whenever the user mentions protocol translation, can bus, arinc, modbus,…
Link geocoded addresses to commercial metadata including brand, category, foot-traffic scores and building entrance points.
Trim or summarize older conversation history so reasoning quality does not degrade as the session grows.
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…
Join asset coordinates with licensed flood, fire, seismic and hazard layers to produce risk scores. Use this skill whenever the user mentions environmental risk, flood zone,…
Extract fields, validate required data, and programmatically fill PDF forms for project documentation.
Route electric vehicles using elevation change, ambient temperature, battery consumption models and live charging-station availability.
Calculate estimated completion dates from historical team performance and current backlog complexity.
Convert standard API specifications into agent-callable Model Context Protocol servers. Use this skill whenever the user mentions openapi to mcp, mcp server generation, agent…
Break vague one-liner feature requests into atomic, dependency-sorted engineering tickets ready to import into Jira or Linear.
Validate ICU MessageFormat strings for balanced braces, correct variable nesting and valid plural, select and ordinal syntax before they crash at runtime.
Craft structured project plans covering research phases, sequencing, and delegation strategy. Use this skill whenever the user mentions project plan, phased plan, research phase,…
Send outbound messages on a user's behalf with deduplication, idempotency keys, and an explicit send gate.