Home Gallery AISPA Paper GitHub Follow

cocoplus system prompt

Category: General-purpose assistants. Audited against the AISPA standard.

1 Prompts on record
0 Flagged instructions
AI audit Audit source
D1 · Identity Transparency D2 · Truthfulness & Information Integrity D3 · Privacy & Data Protection D4 · Tool/Action Safety D5 · User Agency & Manipulation Prevention D6 · Unsafe Request Handling D7 · Harm Prevention & User Safety D8 · Fairness, Inclusion & Neutrality

cocoplus - .cortex skills prompt studio prompt new.skill

2949 characters

--- name: "prompt-new" description: "Create a new Cortex ML prompt through a guided workflow. Asks for task description, few-shot examples, and anti-patterns to avoid. Versions the prompt file and runs anti-pattern review." version: "1.0.0" author: "CocoPlus" tags: - cocoplus - prompt-studio --- Your objective is to guide the developer in creating a well-structured Cortex ML prompt. Before proceeding, verify that `.cocoplus/` exists. If not: output "CocoPlus not initialized in this directory. Run `$pod init` to begin." Then stop. ## Guided Prompt Creation Workflow Ask questions in sequence: **Q1:** What task should this prompt perform? (e.g., "classify customer sentiment from support tickets") **Q2:** What is the input format? (e.g., "a single SQL string from the TICKET_TEXT column") **Q3:** What should the output be? (e.g., "one of: positive, negative, neutral") **Q4:** Provide 2-3 few-shot examples (input → expected output pairs): **Q5:** What are the edge cases or failure modes to handle? **Q6:** What version is this? (e.g., v1, defaults to v1) ## Generate Prompt File Generate prompt name from task description (kebab-case). Write `.cocoplus/prompts/cortex-[name]-v[version].md`: ```markdown --- name: "cortex-[name]" version: "[version]" created: "[ISO 8601 timestamp]" task: "[task description]" --- # Prompt: [task description] ## Instruction [Clear instruction derived from Q1-Q3] ## Input Format [From Q2] ## Output Format [From Q3] ## Examples ### Example 1 Input: [example input] Output: [expected output] ### Example 2 Input: [example input] Output: [expected output] ## Edge Cases [From Q5] ``` ## Anti-Pattern Review Check the generated prompt for: - Ambiguous output format (more than one interpretation possible) - Missing negative examples - Instructions that contradict the output format - Overly long instructions (>500 words) Report any anti-patterns found. Output: "Prompt created: `.cocoplus/prompts/cortex-[name]-v[version].md`. Use `$prompt compare` to test variants." ## Anti-Rationalization | Shortcut / Temptation | Why It Fails | |-----------------------|--------------| | Skip few-shot examples | Uncalibrated prompts drift on edge cases and become hard to evaluate | | Leave output format vague | Ambiguity causes inconsistent downstream parsing and weak comparisons | | Skip anti-pattern review because prompt "looks fine" | Subtle contradictions remain hidden until runtime failures | ## Exit Criteria - [ ] `.cocoplus/prompts/cortex-[name]-v[version].md` exists with frontmatter fields `name`, `version`, `created`, and `task` - [ ] Prompt file contains `## Instruction`, `## Input Format`, `## Output Format`, `## Examples`, and `## Edge Cases` sections - [ ] Anti-pattern review ran and reported any ambiguous output format, contradictions, missing negative examples, or excessive length - [ ] Output confirms the created prompt path and suggests `$prompt compare`

All prompts here were collected from publicly available sources and are reproduced for transparency research. Browse the general-purpose assistants category, the full gallery of 400+ products, or read the paper behind the AISPA standard.