get_template
Return the full details of a specific template including its numeric targets.
interpret_targets
Explain the human implications, likely audience, and tradeoffs of a set of numeric targets.
summarize_writing_profile
Generate a fingerprint profile from a text sample.
build_reference_profile
Generate a Fingerprint Profile from one or more high-quality reference texts.
compare_to_reference
Compare current text against a specific Fingerprint Profile.
compare_profiles
Compare two writing profiles, explicit target profiles, or templates.
find_reference_drift
Detect if current writing samples are drifting away from a reference profile.
compare_text_versions
Compare original and revised drafts. MUST be called after any revision to verify mechanical improvement and factual integrity. It returns a 'quality_gate' which acts as a final decision object.
find_hotspots
Locate specific sentences or paragraphs for surgical revision. Each hotspot includes a 'hotspot_id' and 'revision_instruction'. After editing, MUST call compare_text_versions to verify the fix.
plan_revision_workflow
Generate a step-by-step tool-call sequence for a specific revision task (e.g., fact-preserving revision, template alignment). Use this when you are unsure which tool to call next.