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The shape vocabulary is deliberately small, which leaves the question of what to
add next. Rather than guess, it now records demand.
Two signals, because a model asks both ways. It can say so outright —
{"kind":"unsupported","need":"a SmartArt cycle of four stages"}, which draws
nothing and is told about in the same file that validates it — or it can reach
for a kind, chart type or slide type that does not exist, which is the more
common way of asking and just as much of a signal.
Both produce a log line naming what was wanted and the topic it came up on, and
increment ped_ai_deck_vocabulary_gap_total{wanted}, so it can be counted over
time in Grafana rather than noticed once and forgotten. Deduplicated per
generation and capped at twelve: a model that asks for a hundred things it cannot
have should not write a hundred log lines. It can never fail a generation — it is
a note to whoever decides what to build next.
This is also the answer to whether to run model-authored code in a sandbox
instead. The log will say whether the gap is real. Some of it is not closeable by
any sandbox, being python-pptx's own ceiling — no SmartArt, no animations or
transitions, limited chart types — and a sandbox would only let a model write
code against the same library and hit the same wall. Documented in
docs/my-resources.md, which the in-app Docs tab serves directly.
Co-Authored-By: Claude Opus 5 <noreply@anthropic.com>
Claude-Session: https://claude.ai/code/session_01Dv6sqaY6Vq3ChZHMem3cnU
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| .. | ||
| logic | ||
| ai-providers.md | ||
| api-reference.md | ||
| ARCHITECTURE.md | ||
| architecture.md | ||
| authentication.md | ||
| CLINICAL_ASSISTANT.md | ||
| configuration.md | ||
| database.md | ||
| deployment.md | ||
| developer-guide.md | ||
| DEVELOPMENT.md | ||
| embeddings-setup.md | ||
| features-explained.md | ||
| global-prompt-administration.md | ||
| improvements.md | ||
| learning-hub.md | ||
| migrations.md | ||
| mobile-build.md | ||
| MODULE_CONVENTIONS.md | ||
| my-resources.md | ||
| openid-setup.md | ||
| ops-docs-ped-ai-and-milvus.md | ||
| retrieval-tuning.md | ||
| SCALING.md | ||
| speech.md | ||
| transcription-options.md | ||