Installable knowledge for engineering, high-reasoning work, and routine office operations.

Map runtimes, entrypoints, quality gates, and risk zones before editing.

Turn large requests into actionable slices with validation and rollback thinking.

Review changes with findings first and severity-ordered risk.

Reproduce, isolate, patch, and verify production-grade defects.

Add narrow, behavior-focused tests around risky changes.

Update README, changelog, and operator-facing docs alongside code changes.

Design recurring Codex tasks with guardrails and clear outputs.

Phase MCP adoption based on real workflow pain points and safe scopes.

Split large work into bounded Codex delegation tasks with owned scopes.

Document architecture decisions in ADR format with options comparison, consequences, and review dates.

Write blameless postmortems with SRE methodology, 5 Whys, timeline, impact analysis, and action items.

Review API designs for naming conventions, versioning, error handling, pagination, and breaking changes.

Write one-page executive briefs and decision memos with recommendation, risks, and next steps.

Condense long reports into structured summaries with key findings, implications, and actions.

Structure presentations into slide-by-slide outlines with key messages and data callouts.

Sort inboxes, request queues, and ad hoc asks into clear priorities, owners, and response buckets.

Turn meeting notes or transcripts into decisions, actions, owners, due dates, and a follow-up queue.

Draft concise follow-up messages, nudges, and recap notes from open decisions and stale requests.

Convert scattered notes, RAID changes, and milestone movement into a clean weekly status update.

Organize month-end close blockers, reconciliations, owners, and evidence chase into a routine control pack.

Package interview loops, schedules, feedback follow-ups, and candidate next steps for recruiting operations.

Standardize incoming legal requests into request type, missing info, priority, and review queue.

Format recurring KPI snapshots, exception flags, and owner follow-ups for routine ops reviews.

Turn launch dates, campaign inputs, and asset requests into a structured content calendar and workback plan.

Draft clear, professional business emails from rough notes, context, or instructions.

Stand up governance, cadence, decision rights, and RAID structure for complex initiatives.

Build portfolio-level RAID and RAG views across workstreams, milestones, and dependencies.

Organize backlog, estimate effort, balance capacity, and produce sprint commitment summaries.

Refine backlog items into INVEST-quality user stories with Given/When/Then acceptance criteria.

Facilitate sprint retrospectives using 5 formats matched to team maturity with action items.

Write and cascade OKRs with outcome-based Key Results, alignment checks, and check-in templates.

Build a project risk register with P×I scoring, response strategies, and ROAM board integration.

Analyze Kanban flow metrics — cycle time, throughput, WIP limits, bottlenecks, and Monte Carlo forecasting.

Facilitate SAFe PI Planning with ART sync, feature breakdown, ROAM risks, and PI objectives.

Track Earned Value with EVM calculations, CPI/SPI analysis, EAC forecasting, and corrective actions.

Build and maintain a stakeholder register with engagement assessment and RACI alignment.

Turn budget or forecast variances into a management-ready finance narrative.

Review contracts for obligation clarity, risk allocation, and negotiation red flags.

Map policies and evidence against AML, privacy, audit, or control requirements.

Turn budget vs actual data into plain-language explanations with actions for non-finance managers.

Build Base/Bull/Bear P&L scenarios with sensitivity analysis and cash flow projections.

Analyze financial statements with ratio analysis, DuPont decomposition, trend spotting, and red flags.

Draft contracts from a clause library with risk calibration and negotiation guides.

Write legal analysis memos using the IRAC framework with risk-tiered conclusions.

Build 12–18 month rolling forecasts with waterfall bridge analysis and assumption logs.

Assess audit readiness with assertion mapping, RAG scoring, and remediation planning.

Conduct legal due diligence across 9 workstreams with risk matrix and deal-breaker flags.

Structure talent reviews, succession risk, and development actions with evidence-based calibration.

Run integrated business planning with demand, supply, inventory, capacity, and executive tradeoffs.

Define Lean Six Sigma improvement work with scope, baseline, CTQs, and improvement path.

Write job descriptions with SHRM competency alignment, inclusive language, and salary benchmarking.

Write performance reviews using SBI feedback model, SMART goals, and bias checks.

Map business processes end-to-end with swimlane diagrams, 8 Lean Wastes, and efficiency metrics.

Find root cause using 5 Whys, Fishbone, Pareto analysis, and CAPA corrective actions.

Create 30-60-90 day onboarding plans with pre-boarding sequence and milestone checkpoints.

Build structured interview guides with STAR method, scoring rubrics, and bias safeguards.

Evaluate suppliers with weighted scorecards, tier classification, and improvement plans.

Write procurement RFPs/RFQs with evaluation methodology and ISO 20400 alignment.

Translate strategy into a scorecard, strategy map, OKR bridge, and initiative portfolio.

Turn KPI movement and analytics into a narrative leaders can interpret and act on.

Build positioning, differentiation, proof, and message pillars for brand and GTM work.

Prepare QBRs and success reviews with adoption, ROI, risk, and next-quarter commitments.

Plan GTM launches with TAM/SAM/SOM analysis, positioning, messaging, and channel strategy.

Map 7 lifecycle stages with Moments of Truth, emotion curves, and CX improvements.

Run strategic analysis with Porter Five Forces, PESTEL macro scan, and SWOT cross-analysis.

Build competitive intelligence briefs with CI cycle, feature matrix, and battle cards.

Write marketing campaign briefs with SMART objectives, audience personas, and KPI targets.

Analyze churn risk with health scoring, customer segmentation, and intervention playbooks.

Design rigorous A/B tests with hypothesis, sample sizing, MDE, guardrail metrics, and rollout playbook.

Design KPI dashboards with SMART metrics, visualization selection, alert thresholds, and data dictionary.

Audit data quality using DAMA DMBOK six dimensions with scoring, issue log, and remediation plan.

Analyze survey and feedback data with distributions, segment comparison, theme extraction, and action recommendations.

Build analytical SQL queries with CTEs, window functions, performance notes, and output documentation.

Compare and evaluate vendors with weighted scoring, TCO analysis, and recommendation memo.

Plan organizational change adoption with ADKAR assessment, communication calendar, and adoption metrics.

Assess training needs across teams with gap analysis, Bloom's objectives, and Kirkpatrick evaluation.

Design and facilitate workshops with time-blocked agendas, facilitation notes, and participant materials.

Record and track decisions with RAPID framework, options analysis, and communication plan.

Draft crisis responses with holding statements, Q&A preparation, and stakeholder-specific messaging.

Write business cases with NPV/ROI/Payback analysis, risk assessment, and implementation roadmap.

Author policies and SOPs with ISO document control, compliance monitoring, and review schedule.