Content

Toshl Finance automation - sync data to local cache and generate monthly financial reports

Capture cross-project connections on the fly. Use when you notice a link between two projects — a shared pattern, a people-bridge, a narrative that feeds another project. Persists to thinking/bridges/ as structured YAML. Use when user says "bridge", "this connects to", "this feeds into", "same pattern as", or explicitly names a cross-project link.

On-demand code annotator for LLM context preservation. Adds section-level comments capturing intent, rationale, and gotchas. Use when "literatize", "add literate comments", "annotate this file", "add section comments".

Extract, define, and enforce a project's writing voice. Reverse-engineers a voice profile from real sample copy, or interviews you to build one, then applies it to drafts with a voice-constant / tone-flex model and validate-and-explain edits. Profiles are per-project artifacts at <project>/ref/tone-guide.md, resolved via config/projects.yaml. Use when user says "tone of voice", "voice guide", "brand voice", "make this sound like <project>", "extract voice", "apply voice", "does this match our tone".

Convert markdown documents into AntV infographic SVGs. Analyzes content structure, selects optimal template, generates AntV syntax, and renders to SVG. Use when user wants to create infographics, visual summaries, or storytelling visuals from markdown.

Detect and anonymize PII (SSN, cards, emails, phones, names) and business data (companies, revenue, costs, pricing). Use when handling sensitive files or user requests anonymization. Check-only or full anonymization with 5 strategies (mask/hash/pseudo/token/mixed). GDPR/HIPAA aware.