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Prompts

Proven prompts and templates, ready to use.

29 servers

Summarize in 3 bullets

Other
Official

devflow/prompts/summary

Condense any long text into three crisp bullet points.

Details

Proofread & polish

Other
Official

devflow/prompts/proofread

Fix grammar and tighten wording without changing meaning.

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Code review

Development
Official

devflow/prompts/codereview

Get a focused review: bugs, edge cases, and clarity.

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Explain simply

Other
Official

devflow/prompts/explain

Explain a complex topic in plain, simple language.

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Draft an email

Communication
Official

devflow/prompts/email

Turn a few bullet points into a clear, polite email.

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Extract action items

Business
Official

devflow/prompts/actions

Pull owners, tasks and deadlines from meeting notes.

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Change the tone

Other
Official

devflow/prompts/tone

Rewrite a message in a tone you choose.

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Text to structured JSON

Development
Official

devflow/prompts/json

Convert messy text into clean, typed JSON.

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Digital operating system — the top layer

Other
Community

nordlicht-labs/digitales-betriebssystem

Unifies agents, skills, tools, memory, workflows, knowledge, policy, identity and evaluation.

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Agent marketplace — permissions before convenience

Other
Community

produktlabor/agenten-marktplatz

Publishing, validating, evaluating, installing, versioning and safely running agents and skills.

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Data engineering command centre — before the business notices

Data
Community

datenwerk/data-engineering-zentrale

Pipelines, schemas, lineage, quality and anomalies in one system — data failures are silent.

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Knowledge graph platform — graph and vectors together

Data
Community

datenwerk/wissensgraph-plattform

Temporal, provenance-aware knowledge: vector search alone cannot represent relationships.

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Website doctor — audit and evidenced remediation

Web
Community

klartext-studio/website-doktor

Performance, SEO, accessibility, UX, security and broken links in one evidence-driven system.

Details

DevOps incident commander — reasoned causal hypotheses

Development
Community

betriebsküche/incident-commander

Diagnoses production failures from logs, metrics, traces, topology and deployment history.

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Competitive intelligence platform — the build spec

Business
Community

denkfabrik-ai/wettbewerbs-plattform

Not the monitoring process but the platform beneath it: sources, versioning, signal engine, evidence.

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Defensive SOC — telemetry into evidenced incidents

Development
Community

nordlicht-labs/defensives-soc

Detection, correlation, investigation and safe response — defensive only.

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Legacy modernisation — verified transformation, not a rewrite

Development
Community

oktatomuhely/legacy-modernizacio

Transforms an old system by first writing characterisation tests — because documentation and tests do not exist.

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SaaS factory — from idea to a working product

Development
Community

termekmuhely/saas-gyar

Generates more than code: tenancy, authorisation, billing, telemetry and tests.

Details

Document intelligence — layout included

Files
Community

jogi-asszisztens/dokumentum-intelligencia

Processes PDFs, scans, tables, forms and contracts so that every extracted value points back to its source.

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Research network — evidence-backed research

Data
Community

kutatolabor/kutatohalozat

A multi-agent research engine in which an unsupported claim is structurally hard to produce.

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Autonomous QA engine — discovering unknown failure paths

Development
Community

devops-konyha/onallo-qa-motor

Does not replay predefined test cases: it explores, reproduces, classifies and writes the regression test.

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Codebase archaeologist — reverse-engineering an unknown system

Development
Community

kodkoznap/kod-regesz

Architecture, dependency map and impact analysis from a foreign codebase — and it never presents inference as fact.

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Autonomous software factory — full system specification

Development
Community

promptmuhely/szoftvergyar

Master prompt for a multi-role engineering organisation: requirement to release, with contract-bound agent boundaries.

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A job ad without platitudes

Business
Community

lernraum/stellenausschreibung

Writes an ad describing what the person will actually do — and who is NOT a fit.

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Preparing a negotiation

Business
Community

wachstumswerk/verhandlung-vorbereiten

Clarifies in advance what you really need, where your limit is, and what you do if it fails.

Details

Designing test cases

Development
Community

datenwerk/testfaelle

Finds the cases nobody thinks of while writing — boundaries, ordering, concurrency.

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Thinking a price through

Business
Community

zahlenwerkstatt/preisgestaltung

Walks through the pricing question: cost, value, comparison — and what happens if you get it wrong.

Details

Requirement clarifier

Business
Community

termekmuhely/kovetelmeny-tisztazo

Interrogates before development: what exactly do we want, what is out of scope, and what will wreck the estimate.

Details

Contract reader

Business
Community

jogi-asszisztens/szerzodes-atolvaso

Extracts in plain language what you are committing to, what is missing, and which clause is one-sided — ordered by risk.

Details
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