topcoder-platform/tc-ai-api

submission-guidelines-extraction

Extracts structured submission information from challenge specifications including deliverables, packaging format, submission type, storage, and eligibility conditions. Use when parsing what submitters must deliver and how.

原文语言：英语

codebase-detection

Determines whether a challenge provides pre-existing artifacts (repos, starter code, APIs, designs) or is greenfield. Use when analyzing a challenge specification to identify starting-point artifacts, their types, URLs, and existing technology present in…

原文语言：英语

tech-stack-extraction

Extracts technology stack from challenge specifications including programming languages, frameworks, libraries, databases, cloud services, and protocols. Use when identifying all technologies mentioned or implied by a challenge description.

原文语言：英语

jd-content-rewriting

Rewrites raw, vague, or poorly written job description text into clear, professional, and specific language. Use when transforming rough JD content into polished prose while preserving all factual information from the source.

原文语言：英语

jd-skills-extraction

Extracts a flat list of technical and soft skill keywords from job descriptions using canonical casing. Use when identifying all skills mentioned or implied by a JD for tagging and matching purposes.

原文语言：英语

jd-structure-formatting

Formats job descriptions into a standardized Topcoder opportunity structure with consistent sections, headings, and Markdown formatting. Use when rewriting a raw JD to ensure every output follows the canonical section order and formatting conventions.

原文语言：英语

requirement-grouping

Groups extracted requirements into logical clusters by feature area or problem domain. Use after requirements extraction to organize requirements into named groups, ensuring every requirement appears in exactly one group.

原文语言：英语

spec-requirements-extraction

Extracts individual requirements from Topcoder challenge specifications. Use when parsing a challenge description to identify every distinct piece of work the submitter must deliver, including titles, descriptions, priorities, and constraints.

原文语言：英语