Continuously monitor cloud configuration to prevent insecure storage, ports and network settings. Use this skill whenever the user mentions cspm, cloud posture, public bucket,…
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…
Formally analyze cryptographic implementations for logical flaws and implementation bugs, covering entropy-source validation, constant-time execution auditing, key-lifecycle…
Generate comprehensive lists of potential attack scenarios from identified infrastructure components.
Calculate pixel or character width to ensure localized text does not overflow UI containers or database field constraints.
Reconstruct attack timelines through deep data recovery and log correlation, covering deleted-file recovery, memory-dump analysis, registry and shellbag forensics, and…
Produce parseable JSON results from complex project audits so downstream consumers can rely on them. Use this skill whenever the user mentions structured output, json schema,…
Identify personally identifiable information in logs or codebases to maintain data-privacy compliance.
Compare current incident telemetry signatures against a database of resolved tickets and post-mortems to surface known fixes.
Verify specifications algorithmically to find contradictory parameters and constraints across engineering disciplines.
Apply and validate regional formatting for dates, times, currencies, numbers and units against CLDR and ISO standards.
Split work across sub-agents and assign tasks so each context window stays clean and focused. Use this skill whenever the user mentions sub-agent, task delegation, context window,…
Run the risk-centric PASTA process to analyze threats from an attacker's perspective against defined business value.
Check localized segments against an approved project glossary and term-base, flagging and correcting non-compliant terminology.
Correlate application timeouts and SQL wait times with specific database row and table locks and deadlocks during an incident.
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,…
Detect and remove repetitive or fabricated output from speech transcription. Use this skill whenever the user mentions whisper hallucination, transcription artifact, repetition…
Analyze source for vulnerabilities and non-conformance to MISRA and AUTOSAR safety coding standards. Use this skill whenever the user mentions misra, autosar, coding standard,…
Validate SysML and model-based systems engineering models against logical consistency and structural integrity rules.
Suppress downstream alerts when an upstream dependency has already failed and paged, so one root cause does not produce a flood.
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…
Verify cloud disaster-recovery protocols procedurally to confirm resilience against regional outage. Use this skill whenever the user mentions disaster recovery, dr test, regional…
Standardize interfaces across cloud or tool providers for consistent API interaction inside a pipeline.
Conduct operationally critical threat, asset and vulnerability evaluation for organizational risk management.
Embed unit, integration, and end-to-end tests into the delivery chain to validate code quality. Use this skill whenever the user mentions test integration, unit test, e2e test,…
Infer land use, building footprints and countable assets from high-resolution imagery using computer vision.
Verify raw pointer arithmetic and safety invariants, rating unsafe blocks as sound or unsound. Use this skill whenever the user mentions unsafe rust, raw pointer, soundness,…
Apply spectral analysis to multispectral feeds to monitor crop productivity, stress and wildfire fuel load.
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…
Generate pseudo-localized strings with expanded accented characters and brackets to expose UI expansion, hard-coding and encoding issues before real translation.
Map identified vulnerabilities to Spoofing, Tampering, Repudiation, Information disclosure, Denial of service, and Elevation of privilege.
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…
Use synthetic-aperture radar to detect millimetre-level ground movement and structural stability regardless of cloud cover.
Clean and standardize unstructured international address strings into canonical form against authoritative postal databases.
Run multi-stage transcription, translation and localized reformatting across languages. Use this skill whenever the user mentions multilingual transcription, audio translation,…
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,…
Search, read, and modify customer and contact records safely, keeping retrieval strictly separate from modification.
Identify statistical outliers in warehouse data volume and distribution against learned historical baselines for proactive alerting.
Mount specific datasets and volumes into isolated sandboxes programmatically. Use this skill whenever the user mentions volume mount, dataset injection, bind mount, read only…
Ensure a workspace is fully wiped of credentials and sensitive data before it is reused. Use this skill whenever the user mentions state cleansing, workspace wipe, credential…
Use scoring systems and historical data to predict system failure or critical process mortality. Use this skill whenever the user mentions predictive health, failure prediction,…
Evaluate infrastructure definitions for security risk, syntax error, and configuration drift before deployment.
Manage how a model calls external APIs, databases, and search functions to execute real-world tasks. Use this skill whenever the user mentions tool orchestration, function…
Create server images that are never modified after deployment and are replaced entirely for updates. Use this skill whenever the user mentions immutable infrastructure, golden…
Run unit and integration tests against SQL transformation models in the live warehouse to verify business logic before materialization.
Convert business logic and product requirements into executable technical specifications, covering domain-driven design, service boundary definition, state machine design, and…
Run assertion-based tests \u2014 null checks, range bounds, referential integrity, distribution checks \u2014 against live warehouse tables as data arrives.
Verify that localized strings and grammatical selectors for adjectives and verbs match the grammatical gender of their variables.
Check documents and code against mandatory baselines for structure and formatting. Use this skill whenever the user mentions structural hygiene, formatting baseline, document…
Link low-level hardware events such as hypervisor jitter and CPU or memory saturation to specific application latency spikes.
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…
Claim and reinvest protocol rewards on a schedule, netting gas and tax consequences against the compounding benefit.
Compute delta sets from warehouse high-water marks or snapshots so each run processes only new or changed records.
Detect vulnerable, outdated, or malicious packages in the project dependency tree. Use this skill whenever the user mentions supply chain security, sbom, dependency scan,…
Parse build logs and runtime errors to provide contextual explanation and automated fixes. Use this skill whenever the user mentions error diagnosis, stack trace, build failure,…
Find points of interest along an existing route, ranked by the minimal detour time each adds. Use this skill whenever the user mentions along route search, detour minimizing, poi…
Implement automated procedures that revert to a previous stable state on deployment failure. Use this skill whenever the user mentions rollback, revert deployment, failed deploy,…
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,…
Coordinate isolated environments to execute and analyze suspicious files, covering dynamic binary analysis, kernel-level monitoring, anti-VM bypass detection, payload behaviour…
Protect operational-technology environments such as SCADA, covering Modbus and DNP3 traffic analysis, PLC logic integrity verification, safety-instrumented-system protection and…