Workflows

Code quality audit loop for dev teams: code review → security/perf scan → API E2E test. For pre-release, CI integration, junior PR review.

Content production loop for ops/creators: SEO keyword → newsletter copy → PPT layout. For brand content, blogs, newsletters.

Contract review loop for legal/business teams: PDF parsing → risk clause scan → contract element extraction + revision suggestions.

End-to-end fund-flow investigation workflow for audit/finance/risk teams: reconciliation → anomaly detection → policy compliance → report generation.

Full IPO audit workflow for investment banks/law firms/major auditors. Demonstrates §10.5 hierarchical nesting (subtemplate + parallel + conditional + approval_gate). Top-tier reference sample.

Full monthly financial close: raw data cleaning → multi-source merge → fund reconciliation → cashflow forecast → management report.

One-stop Excel processing chain for office users: unmerge -> dedup -> clean -> chart. Bundles 5 Kutools-style micro-tools.

Word batch replace + Word template fill + Doc->PPT one-stop. For batch contracts, doc->slides, word doc transforms.

Brand visual production: copy to visual assets to design spec.

Course creation: lesson design to lesson plan to quiz to export PPT.

CRM data hygiene: dedup to customer analytics to funnel insights.

Deep research: academic extract to deep research to paper Q&A to data plots.

Design system audit: token extract to asset inventory to audit report.

Hiring loop: resume normalize to candidate scoring to interview kit to JD generation.

HR analytics: anonymize to team health to attrition report.

Manufacturing QA loop: sensor clean to quality report to compliance audit to inspection report.

End-to-end sales outreach: lead scoring to buyer persona to cold-email sequence to CRM summary.

Student analytics: file split to performance report to compliance check.

Academic writing: paper Q&A to review to literature review to scaffolding.

API quality: env setup to API test to profiling.

B2B planning: ROI calc to buyer persona to product intro to value proposition.

Brand social: brand script to short-video to social post to WeChat.

Cashflow forecast: clean to merge to forecast to report.

Content marketing: weekly digest to blog to email to newsletter.

Content to document: classify to PPT content to co-authoring to Word.

Contract due diligence: clause analysis to compliance check to legal review to redline.

Data query: SQL connect to SQL Q&A to chain-of-thought analysis to report.

Dev toolchain: regex to dev-data to devops-gen.

Doc collaboration: PDF compare to template fill to Word.

Meeting notes: action extract to meeting kit to summary engine.

Multi-platform content: Bilibili to rewrite to social to Xiaohongshu.

Voucher compliance: data clean to ERP voucher to compliance to report.

Bank Reconciliation Automation: a 3-step local workflow chaining Bank Reconciler -> Fund Reconciler -> Voucher Auditor. Runs entirely on the user's Nexus Runner (data never leaves the machine); every step returns an AI conclusion, not raw data — a decision-ready deliverable.

Investment Due Diligence Automation: a 4-step local workflow chaining StatementWright -> Valuation Compass -> Comps Review Critic -> Valuation Review. Runs entirely on the user's Nexus Runner (data never leaves the machine); every step returns an AI conclusion, not raw data — a decision-ready deliverable.

End-to-end retail/SME credit underwriting: intake fields + doc checklist -> transparent deterministic scorecard -> decision-support approval opinion.

End-to-end financial statement analysis: extract canonical BS/IS/CF line items + accounting tie-outs, then compute debt ratio / current ratio / net margin / ROE.

One team/match input → prediction → watch plan → pre/post-match broadcast → multi-platform social copy. Chains the 4 World Cup skills over a shared Elo+Poisson+Dixon-Coles model and live openfootball fixtures.

Contract Review Automation: a 4-step local workflow chaining Clause Picker -> Contract Risk Radar -> Legal Review -> Doc Diff. Runs entirely on the user's Nexus Runner (data never leaves the machine); every step returns an AI conclusion, not raw data — a decision-ready deliverable.

Credit & AML Risk Control: a 3-step local workflow chaining Credit Reviewer -> AML Sentinel -> Bank Risk Radar. Runs entirely on the user's Nexus Runner (data never leaves the machine); every step returns an AI conclusion, not raw data — a decision-ready deliverable.

End-to-end heterogeneous-log risk triage: deterministically structure a raw log into entries, then risk-tag + severity-rate + grade them.

SOX Control Testing Automation: a 3-step local workflow chaining Policy Sentinel -> Control Remediation Sentinel -> Quality Sentinel. Runs entirely on the user's Nexus Runner (data never leaves the machine); every step returns an AI conclusion, not raw data — a decision-ready deliverable.

Domain-agnostic document review: deterministically segment a document into sections, then run checklist conformance + risk flags + consistency + revision suggestions.

Lead-to-Proposal Automation: a 3-step local workflow chaining Lead Scorer -> CRM Scribe -> Proposal Architect. Runs entirely on the user's Nexus Runner (data never leaves the machine); every step returns an AI conclusion, not raw data — a decision-ready deliverable.

End-to-end AML risk assessment: extract screening names + score inherent risk across 4 dimensions (auditable grade), then recommend proportionate controls.

Campaign Insight to Landing Page: a 3-step local workflow chaining Segment Lens -> Ad ROI Pilot -> Landing Copy. Runs entirely on the user's Nexus Runner (data never leaves the machine); every step returns an AI conclusion, not raw data — a decision-ready deliverable.

Data Cleanup to Dashboard: a 3-step local workflow chaining Data Forge -> Data Quality Warden -> Chart Magic. Runs entirely on the user's Nexus Runner (data never leaves the machine); every step returns an AI conclusion, not raw data — a decision-ready deliverable.

Literature to Evidence: a 3-step local workflow chaining Lit Review Sage -> Paper Miner -> Hypothesis Tester. Runs entirely on the user's Nexus Runner (data never leaves the machine); every step returns an AI conclusion, not raw data — a decision-ready deliverable.

Market Diagnosis to Strategy: a 3-step local workflow chaining Market Pulse -> Media Pulse -> Biz Framework. Runs entirely on the user's Nexus Runner (data never leaves the machine); every step returns an AI conclusion, not raw data — a decision-ready deliverable.

Quality Data to Inspection Report: a 3-step local workflow chaining Sensor Refinery -> Data Quality Warden -> Production QC Report. Runs entirely on the user's Nexus Runner (data never leaves the machine); every step returns an AI conclusion, not raw data — a decision-ready deliverable.

Talent Review & Retention: a 3-step local workflow chaining HR Mask -> Attrition Lens -> Talent Concierge. Runs entirely on the user's Nexus Runner (data never leaves the machine); every step returns an AI conclusion, not raw data — a decision-ready deliverable.

Code Quality Gate: a 3-step local workflow chaining Security Inspector -> Code Quality Inspector -> Test Forge. Runs entirely on the user's Nexus Runner (data never leaves the machine); every step returns an AI conclusion, not raw data — a decision-ready deliverable.

Content to Distribution: a 3-step local workflow chaining SEO Blog Studio -> Social Multipost -> Multi-Platform Publisher. Runs entirely on the user's Nexus Runner (data never leaves the machine); every step returns an AI conclusion, not raw data — a decision-ready deliverable.

Document Intelligence Pipeline: a 3-step local workflow chaining DocWright -> Doc Reviewer -> DOCX Scribe. Runs entirely on the user's Nexus Runner (data never leaves the machine); every step returns an AI conclusion, not raw data — a decision-ready deliverable.

Financial Statement Insight: a 3-step local workflow chaining StatementWright -> RatioWright -> Cashflow Radar. Runs entirely on the user's Nexus Runner (data never leaves the machine); every step returns an AI conclusion, not raw data — a decision-ready deliverable.

Intel to Pitch: a 3-step local workflow chaining Company Intel -> Pipeline Lens -> Sales Play. Runs entirely on the user's Nexus Runner (data never leaves the machine); every step returns an AI conclusion, not raw data — a decision-ready deliverable.

Expense Audit Automation: a 2-step local workflow chaining Expense & Travel Auditor -> Voucher Auditor. Runs entirely on the user's Nexus Runner (data never leaves the machine); every step returns an AI conclusion, not raw data — a decision-ready deliverable.

Invoice Processing Automation: a 4-step local workflow chaining VAT Verifier -> Invoice Verifier -> Invoice-Contract Match -> Entry Scribe. Runs entirely on the user's Nexus Runner (data never leaves the machine); every step returns an AI conclusion, not raw data — a decision-ready deliverable.

content end-to-end pipeline chaining 4 IO-compatible skills by action role (c -> analysis -> compliance -> notify-dispatch) — from data intake and transformation through multi-dimensional analysis to a final report, composing single skills into a reusable business-outcome workflow.

design end-to-end pipeline chaining 5 IO-compatible skills by action role (scrape-fetch -> automation -> analysis -> compliance -> report) — from data intake and transformation through multi-dimensional analysis to a final report, composing single skills into a reusable business-outcome workflow.

dev end-to-end pipeline chaining 4 IO-compatible skills by action role (automate-fill -> analysis -> validate-audit -> report) — from data intake and transformation through multi-dimensional analysis to a final report, composing single skills into a reusable business-outcome workflow.