Workflows

Produces a complete API specification from a requirements description: resource model, REST endpoints, authentication and authorization, and a consistent error schema, validated for naming and convention consistency and finished with getting-started documentation. Designs the endpoint, auth, and error layers in parallel, then runs bounded consistency-validation passes. Use this to design or spec an API — its routes, auth model, and error contract — not to write prose docs.

Takes a feature spec or requirements description and produces working, tested code. Plans a technical approach, implements it, runs bounded self-review passes to catch bugs and edge cases, then gates the result on a quality threshold that retries the build if it falls short. Use this to IMPLEMENT and build a feature from a spec — not to review or critique code that already exists.

Multi-stage code review covering security, quality, and performance. Ideal for Python, JavaScript, and Go snippets. Parallel security scan runs injection and input-validation checks concurrently; a sequential quality pass adds clarity, test coverage, and SOLID violations; a second sequential step synthesises a verdict report; a judge gate scores completeness and escalates to a stronger reviewer if the report is thin.

Creates executive consulting briefs using McKinsey pyramid principle and MECE structure. Best for strategy, transformation, and advisory deliverables.

Assesses an organisation's data governance maturity across policy, data quality, access control, and lineage, scores each dimension on a 1-5 scale, and produces a phased improvement roadmap. Built for enterprise data programmes, CDO and CFO Command Center contexts, and regulated industries where data is a controlled asset. Assesses the current state, scores maturity per dimension, contrasts current versus target state, and sequences a 90-day / 6-month / 12-month roadmap, gated by a quality reviewer.

Multi-angle research with iterative refinement. Best for technical topics, market analysis, and competitive intelligence. Exercises all four step types: parallel fan-out, sequential synthesis, loop-based depth refinement, and a quality judge gate.

Creates structured technical documentation with iterative refinement. Best for API docs, guides, and READMEs. Produces a complete document with overview, prerequisites, installation, usage examples, API reference, troubleshooting, and FAQ sections — verified by a quality gate.

Distils a long document, report, dataset, or complex topic into a one-page executive brief using the pyramid principle — conclusion first, then the supporting logic. Best for board papers, decision memos, and turning dense analysis into a tight C-suite read. Extracts findings, implications, and risks in parallel, synthesises them conclusion-first, and enforces a hard quality bar. Output is strictly under 400 words, uses action-titled sections, and carries no hedging language.

Comprehensive market analysis covering market size (TAM/SAM/SOM), trends, competitive landscape, regulatory environment, and strategic positioning. Best for go-to-market planning, market-entry decisions, investment theses, and opportunity sizing. Runs three independent research lenses in parallel, mines the findings for white-space gaps, then produces a defensible positioning recommendation gated by a quality reviewer. This is the Forge business research stage in Weaver.

Transforms a raw meeting transcript or rough notes into clean, structured minutes with clearly tracked action items, decisions, and open questions, then drafts a ready-to-send follow-up email. Extracts decisions, actions, and open questions in parallel for speed, formats them into professional minutes, and writes the recap email. Use this to turn messy meeting notes into a shareable record and follow-up.

Produces slide-by-slide content for an investor or executive pitch deck following a proven narrative arc: problem, solution, market, traction, and the ask. Best for fundraising decks, board presentations, and venture pitches. Plans the story arc, drafts slide content in parallel, runs a narrative-coherence pass to keep numbers and transitions consistent, and finishes with an executive-summary cover slide. Output is structured per-slide content (speaker-ready text and bullets), not raw HTML.

Analyses a business process end to end: maps the current (as-is) flow, surfaces inefficiencies and automation opportunities, and produces prioritised, sequenced recommendations. Built for digital-transformation and process-reengineering engagements — finance operations, claims and underwriting, shared-services, and back-office automation at scale. Maps the as-is flow, runs efficiency, automation, and risk lenses in parallel, prioritises improvements by impact and effort, and lays out a phased roadmap that front-loads quick wins, gated by a quality reviewer.

Maps the stakeholders around an initiative, scores each on power and interest, places them on a power/interest grid, and prescribes a tailored engagement strategy per quadrant. Identifies internal, external, and regulatory actors in parallel, then produces a structured stakeholder map with concrete engagement recommendations and an executive summary. Use this when you need to know who to manage, satisfy, keep informed, or monitor — and how.

Produces a single board-ready strategy decision memo that recommends ONE option out of a MECE set of alternatives. Frames the core problem, develops mutually exclusive strategic options, then commits to a decisive recommendation that has been stress-tested by a devil's-advocate loop and scored by a quality gate. Use this when the deliverable is a decision — pick-this-path, go/no-go — not a broad situational brief.