unsloth/studio/backend/core
Daniel Han 69ef56edb3 Studio: tighten re-prompt artifact guard for non-alpha fences, planning lists, incomplete HTML
Addresses three follow-ups flagged on the first cut of this PR by static
reviewers and parallel reviewer runs:

1. Numbered plan-only stalls were treated as completed answers. A
   response like `Here's my plan:\n1. Search the web\n2. Summarise`
   matched both `_INTENT_SIGNAL` and the numbered-list branch of
   `_HAS_ANSWER_ARTIFACT`, so the tool-forcing re-prompt was skipped.
   That contradicted the PR's stated invariant that plan-only stalls
   still re-prompt. The list now has to be paired with no plan framing
   (no `Here's my plan` / `plan:` / `approach:`, no intent phrase
   followed by a tool-action verb) to count as an artifact.

2. Closed code fences with non-alpha info strings (`python3`, `c++`,
   `c#`, `objective-c`, `ts-node`, `bash-session`, `python linenums="1"`)
   were not recognised by the `[a-zA-Z]*` info-string class. Complete
   answers in those languages still re-prompted and could be wiped.
   The info-string class is now `[^\r\n]{0,200}` and the closing fence
   may be indented.

3. Bare `<!doctype` or `<html` text was treated as an artifact. A
   plan-only response that mentions `<html>` in prose now no longer
   bypasses the re-prompt; the HTML branch requires a closing
   `</html>` (doctype prefix optional).

All `[\s\S]{...}?` runs are length-bounded so ReDoS-style adversarial
input stays linear. ReDoS guard tests cover CRLF spam and repeated
`<html ` openings without close.
2026-05-24 14:04:49 +00:00
..
data_recipe chore(deps): bump the npm-oxc-validator group across 1 directory with 2 updates (#5667) 2026-05-22 04:46:20 -07:00
export feat(studio): MLX training tab on Apple Silicon (LoRA / full FT, VLM, export) (#5265) 2026-05-05 23:54:58 -07:00
inference Studio: tighten re-prompt artifact guard for non-alpha fences, planning lists, incomplete HTML 2026-05-24 14:04:49 +00:00
training studio: install flash-linear-attention and tilelang for Qwen3.5 family (#5434) 2026-05-18 03:49:06 -07:00
__init__.py [Studio] Show non exported models in chat UI (#4892) 2026-04-14 15:03:58 +04:00
tool_healing.py studio: extract tool-call XML parser into a reusable helper module (#5583) 2026-05-19 05:06:17 -07:00