Protect operational-technology environments such as SCADA, covering Modbus and DNP3 traffic analysis, PLC logic integrity verification, safety-instrumented-system protection and…
Simulate water movement over high-resolution terrain to predict runoff, flood risk and watershed boundaries.
Route electric vehicles using elevation change, ambient temperature, battery consumption models and live charging-station availability.
Transform internal building signals such as BLE and WiFi into precise indoor floorplan coordinates where GPS is unavailable.
Ensure critical project tasks execute in the specific order their dependencies require. Use this skill whenever the user mentions task sequencing, execution order, predecessor,…
Measure requests per second and tail latency percentiles to locate bottlenecks. Use this skill whenever the user mentions benchmarking, p95 latency, requests per second,…
Design explicit lifetime relationships and elision rules for complex ownership trees. Use this skill whenever the user mentions lifetime annotation, elision, lifetime bound,…
Identify statistical outliers in warehouse data volume and distribution against learned historical baselines for proactive alerting.
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,…
Compute delta sets from warehouse high-water marks or snapshots so each run processes only new or changed records.
Convert documents to the PDF/A standard deterministically for long-term preservation. Use this skill whenever the user mentions pdf/a, archival conversion, long term preservation,…
Detect and silence alerts that rapidly cycle between states without material change, and suppress the flap.
Split batch-scanned files into constituent documents using detected visual boundaries. Use this skill whenever the user mentions document splitting, batch scan, page boundary,…
Compute travel-time polygons from multi-agency transit schedules, live GTFS feeds and pedestrian delays.
Audit web applications against OWASP guidance and produce specific remediation steps. Use this skill whenever the user mentions owasp, appsec review, asvs, top ten, web…
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…
Apply and validate regional formatting for dates, times, currencies, numbers and units against CLDR and ISO standards.
Log and trace agent decisions to diagnose behavior and satisfy audit requirements in regulated settings.
Manage Docker and Nix-style configurations so tool execution stays consistent between environments. Use this skill whenever the user mentions dockerfile template, nixpacks,…
Perform spatial joins between high-frequency GPS asset streams and static geofences using log-based capture.
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…
Generate travel-time polygons using historical traffic to determine facility coverage at specific times of day or future timestamps.
Check infrastructure and data handling against US healthcare privacy requirements including protected health information handling.
Track project health metrics such as response times and error rates in real time using analytics. Use this skill whenever the user mentions project health, response time, error…
Configure and audit granular permissions, roles, and trust boundaries for human and machine identities.
Compute reachable areas within a time limit that also stay outside extreme heat, flood-hazard or disaster boundaries.
Analyze dependencies between microservices to trace a failure's origin across a distributed system during an active incident.
Decompile and analyze deployed bytecode when source is unavailable or unverified. Use this skill whenever the user mentions bytecode, decompilation, unverified contract, evm…
Correlate recent deployments, code diffs and config changes with sudden error-rate or latency spikes during an incident.
Sort and rank project data lists by priority, date, or allocation using executable code instead of token generation.
Cross-reference experimental designs and statistical validity across primary sources, covering effect-size verification, p-value and power analysis, methodology critique, and…
Clean and standardize unstructured international address strings into canonical form against authoritative postal databases.
Analyze code review and ticket history to quantify technical debt incurred during a development cycle.
Improve and update skills automatically in response to recurring errors or model behavior changes. Use this skill whenever the user mentions skill evolution, self improvement,…
Generate and update abstract syntax trees to hold a live structural map of codebase relationships. Use this skill whenever the user mentions abstract syntax tree, ast, code…
Trace architectural dependencies across files using graph-based relationship modeling. Use this skill whenever the user mentions dependency graph, import cycle, layering…
Align design documents with ISO, IEC and NIST standards through deterministic checklists and cross-referencing.
Collect and format the evidence required for a SOC 2 Type I or Type II audit. Use this skill whenever the user mentions soc 2, type ii, evidence collection, trust services…
Manage the extraction, transformation, and loading of content across project integrations. Use this skill whenever the user mentions etl, data mapping, content transformation,…
Evaluate project communication logs to gauge stakeholder satisfaction and engagement. Use this skill whenever the user mentions stakeholder sentiment, engagement level,…
Scan and obfuscate sensitive personal data inside warehouse tables and pipelines using deterministic pattern matching or cryptographic salting for compliance.
Spin up and tear down temporary environments automatically for feature testing or pull-request previews.
Test the Unicode Bidirectional Algorithm to ensure mixed LTR and RTL text displays in correct logical and visual order without character flipping.
Handle environment parameters and reflection metadata for engine-specific calls. Use this skill whenever the user mentions world context, unreal engine, reflection metadata,…
Calculate and project the opportunity cost of providing liquidity versus simply holding the underlying assets.
Test ownership, administrative roles, and permission structures to prevent unauthorized function calls.
Design the API contract as a project blueprint before any backend development starts. Use this skill whenever the user mentions api contract, openapi, schema design, breaking…
Define and deploy cloud infrastructure using declarative, machine-readable configuration files. Use this skill whenever the user mentions terraform, provisioning, declarative…
Identify code patterns that build strings by programmatic concatenation, which breaks grammar and word order in non-English languages.
Audit agent permission boundaries so autonomous agents cannot exceed their intended authorization level.
Score alerts by their historical likelihood of needing manual intervention, to filter noise-only alerts.
Merge alerts describing the same underlying issue despite different source IDs or wording, into a single incident.
Route each alert to the least-burdened qualified engineer based on active ticket count, expertise and current load.
Implement billing, tiered pricing and pay-per-call settlement for API access. Use this skill whenever the user mentions api monetization, usage billing, tiered pricing, pay per…
Search document content by spatial region and proximity rather than by text order. Use this skill whenever the user mentions bounding box, region search, spatial query, proximity…
Visualize and audit functional transitions and business-logic sequences within a contract. Use this skill whenever the user mentions control flow, logic mapping, state transition,…
Gather domain-specific knowledge from documentation and URLs to inform project context. Use this skill whenever the user mentions domain capture, documentation ingest, url fetch,…
Consolidate multiple API gateways into a single control plane. Use this skill whenever the user mentions multi gateway, control plane, gateway federation, kong, aws api gateway,…
Identify logical topic shifts in audio and produce chaptered timestamps. Use this skill whenever the user mentions chapter generation, topic segmentation, timestamp, audio…
Verify payment processing workflows and tokenization against the PCI Data Security Standard. Use this skill whenever the user mentions pci dss, cardholder data, tokenization,…