fcistud
60 verified skills
supply-chain-resilience-ops
Supply chain concentration and resilience monitoring.
data-ai
performance-profiling-plan
Build a practical profiling plan and optimize bottlenecks.
development
paper-to-code-scaffold
Translate methods sections into executable project scaffolds.
development
causal-analysis-basics
Run practical causal analysis and avoid common interpretation errors.
research
experiment-analysis-statistics
Apply sound statistical analysis to experiments and A/B tests.
testing
customer-success-churn-ops
Customer success workflows for adoption and churn risk.
tools
ablation-study-planning
Design ablation matrices that isolate causal contributions.
content-media
refactor-planning
Plan low-risk refactors with staged rollout and regression protection.
development
manufacturing-yield-ops
Manufacturing yield diagnostics and loss-factor tracking.
tools
security-review-ops
Security triage and remediation prioritization workflows.
testing
feature-store-design
Design feature storage and serving patterns for ML systems.
data-ai
rag-system-design
Design and evaluate retrieval-augmented generation systems end-to-end.
data-ai
manuscript-structure-writing
Draft clear technical manuscripts with coherent argument flow.
tools
peer-review-checklist
Perform rigorous technical peer review for claims and evidence quality.
development
dataset-provenance-governance
Track dataset lineage, licensing, and governance controls.
development
human-in-the-loop-gating
Design HITL gates for high-risk decisions and escalations.
testing
regression-alerting-loop
Set up regression detection and triage loops for agent behavior.
data-ai
finance-ops-analytics
Finance ops analysis for variance, runway, and budget controls.
data-ai
localization-ops-quality
Localization coverage and translation quality workflows.
testing
sales-pipeline-ops
Sales pipeline analytics and conversion bottleneck detection.
devops
agent-memory-strategy
Choose and validate memory strategies for long-running agent systems.
testing
hr-attrition-analytics
HR attrition and retention analytics workflows.
data-ai
healthcare-outcomes-ops
Healthcare outcomes analysis workflows and intervention tracking.
research
hypothesis-prioritization
Prioritize hypotheses using novelty, feasibility, and risk scoring.
tools
analytics-metric-definition
Define robust business/technical metrics and anti-metric traps.
data-ai
anomaly-detection-ops
Operationalize anomaly detection with alert quality controls.
testing
api-contract-design
Design robust API contracts, versioning, and compatibility strategy.
development
climate-risk-assessment
Climate risk analytics for transition and physical exposures.
tools
codebase-architecture-review
Review architecture boundaries, coupling, and modularity risks in codebases.
development
content-ops-editorial-planning
Content operations planning based on performance diagnostics.
content-media
customer-support-sla-ops
Support SLA risk and resolution-flow optimization.
tools
dashboard-storytelling
Transform analysis into decision-ready dashboards and narratives.
testing
data-quality-audit
Audit datasets for quality, drift, leakage, and schema reliability.
testing
debugging-playbook
Run a structured debugging workflow from symptom to validated root cause.
development
dependency-risk-audit
Audit dependencies for security, maintenance risk, and upgrade strategy.
testing
devrel-community-analytics
DevRel and community analytics for activation and retention.
development
etl-pipeline-design
Design ETL/ELT pipelines with observability and failure recovery.
devops
eval-suite-design
Build evaluation suites for reliability, regressions, and edge cases.
development
fraud-ops-monitoring
Fraud operations monitoring with precision/recall tradeoff control.
testing
grant-writing-workflows
Grant writing support for fit analysis and proposal structuring.
research
incident-postmortem-loop
Run postmortem loops that reduce recurrence in agent failures.
testing
inference-optimization
Optimize inference latency, throughput, and cost in production.
tools
legal-ops-contract-cycle
Legal ops workflows for contract lifecycle and risk flags.
tools
literature-review-engine
Conduct structured literature reviews with traceable evidence.
tools
llm-application-design
Design production LLM applications with clear architecture and guardrails.
data-ai
ml-experiment-tracking
Structure experiment tracking for reproducibility and comparison.
testing
model-selection-benchmarking
Compare candidate models and justify selection with benchmarks.
data-ai
orchestration-cost-control
Control orchestration cost without sacrificing output quality.
testing
paper-reproduction-plan
Turn a paper into a reproducible implementation roadmap.
testing
platform-reliability-slo-ops
SLO/error-budget workflows for platform reliability teams.
tools
procurement-risk-ops
Procurement risk analytics and vendor decision support.
testing
release-readiness-gate
Evaluate release readiness with checks for quality, risk, and rollback.
testing
research-gap-analysis
Identify meaningful research gaps and rank by impact/feasibility.
research
retail-demand-ops
Retail demand planning and stockout-risk analytics.
data-ai
tool-use-safety-audit
Audit tool-use safety risks and define robust execution guardrails.
tools
test-strategy-and-coverage
Design test strategy, prioritize gaps, and improve confidence quickly.
testing
nonprofit-impact-analytics
Nonprofit impact and funding efficiency analytics.
testing
multi-agent-workflow-design
Design multi-agent workflows with clear role boundaries and handoffs.
data-ai
training-run-planning
Plan training runs with resource budgets, metrics, and failure criteria.
data-ai
prompt-evaluation-loop
Run prompt evaluation loops with measurable quality criteria.
testing