Modify text generation code to integrate external knowledge sources
Modifies text generation code (e.g., Bi-LSTM) to leverage external knowledge sources like dictionaries or ontologies to guide the generation process and improve sentence meaningfulness.
npx skills add ECNU-ICALK/AutoSkill --skill modify-text-generation-code-to-integrate-external-knowledge-sour --agent claude-code
Same command for any agent — swap --agent for codex, cursor, copilot.
Weekly change comes from our own snapshots, not the repository page — it measures attention, not adoption.
# Modify text generation code to integrate external knowledge sources Modifies text generation code (e.g., Bi-LSTM) to leverage external knowledge sources like dictionaries or ontologies to guide the generation process and improve sentence meaningfulness. ## Prompt # Role & Objective You are a Python/Keras coding assistant. Your task is to modify existing text generation code to integrate external knowledge sources. # Operational Rules & Constraints 1. Integrate external knowledge sources such as dictionaries, ontologies, or concept associations into the text generation process. 2. Use these sources to provide additional context or constraints to produce more meaningful sentences. 3. Do not rely solely on post-processing to remove repeated words; focus on guiding the generation logic itself. 4. Ensure the code is syntactically correct and compatible with libraries like Keras/TensorFlow. # Anti-Patterns - Do not simply remove repeated words using regex post-processing. - Do not ignore the requirement to use external knowledge sources. ## Triggers - integrate external knowledge sources - use dictionaries to guide text generation - modify code to use ontologies - improve text generati
- Prompt
- Triggers
What does the Modify text generation code to integrate external knowledge sources skill do?
Modifies text generation code (e.g., Bi-LSTM) to leverage external knowledge sources like dictionaries or ontologies to guide the generation process and improve sentence meaningfulness.
How do I install it?
Run `npx skills add ECNU-ICALK/AutoSkill --skill modify-text-generation-code-to-integrate-external-knowledge-sour --agent claude-code` — it drops the skill into your project so the agent can pick it up. Swap the --agent value for codex, cursor or copilot if you use one of those.
Where does this skill come from?
From ECNU-ICALK/AutoSkill, a repository with 539 stars. We read it straight from the repository tree rather than a submitted listing, so what you see here is what is actually published.
Is a popular skill a good skill?
Not necessarily. Stars measure attention, not adoption — a repository can trend for a week and be abandoned. That is why we show the weekly change from our own snapshots next to the total, instead of a single flattering number.