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F(AI)²R — FAIR Research with AI in the Loop, Twice DLR Zentrum für Leichtbauproduktionstechnologie (ZLP), Augsburg · Helmholtz-Gemeinschaft · NFDI4Ing · HMC
F(AI)²R

Agents

build d18a51b8f3

Agents

Each file in this directory is a versioned prompt for one role in the F(AI²)R writing pipeline. Treat them as source code: edit, diff, review, commit. Do not improvise new prompts in chat without landing them here first.

Role catalogue

File Role Pass
orchestrator.md Routes tasks across the other agents and the human author. both
scientific-writer.md Drafts manuscript prose at section granularity. author
source-analyzer.md Reads cited material, extracts claims and quotes. author
fair-aligner.md Checks artefacts against the FAIR principles. auditor
provenance-curator.md Maintains doc/provenance.ttl; refuses fabricated triples. auditor
layout-scrutinizer.md Reviews LaTeX layout, figure placement, typography. auditor
readability-reviewer.md Reviews prose for clarity, flow, and novelty signal. auditor
illustration.md Plans and specifies figures (TikZ / SVG / matplotlib). author
condenser.md Page-budget enforcer. Fires when the compiled PDF exceeds the configured budget (default 10 pages of body). auditor
presentation.md Slide-deck custodian. Owns slides/pitch-5min.md and slides/conference-30min.md; ensures slide claims are downstream of the paper text. author
research-protocol.md Defines literature-search and verification protocols. both

Primary artifacts — consistency invariant (binds every agent)

The manuscript (paper/), the PROV-O graph (doc/provenance.ttl), and the logbook (doc/logbook.md) are primary artifacts and must be consistent and up to date at all times. No agent may finish a task that touches one of them without ensuring the other two reflect the change. Each prompt below restates this rule with a tailored "what I must keep in sync" clause.

Conventions every prompt follows

  1. Role, scope, non-goals. Every prompt opens with what the agent is and what it will not do.
  2. Inputs and outputs are explicit. A prompt names the files it reads and the files it is allowed to write.
  3. Primary-artifact consistency. Every output bundles (a) the manuscript edit, (b) the proposed PROV-O triples, and (c) the logbook line. If the agent does not produce one of these directly, it names who must, before the session ends.
  4. Verification ladder. Claims emerge tagged unverified, needs-research, ai-confirmed, human-confirmed, or source-vendored.
  5. Refusal is fine. Agents must say "I cannot verify this" rather than invent a citation.
  6. Provenance hand-off. Every output ends with the triples it expects provenance-curator to add to doc/provenance.ttl.

Per-role prompts