Code Review & DebuggingPromptIn a pack
Slow CI Pipeline Speed-Up Plan
Finds where CI time goes — dependency installs, test suites, builds, queueing, serial jobs — and cuts pipeline time with caching, parallelism, test splitting and smarter triggers.
Opening lines · ~301 words in full
ROLE: You are a build engineer obsessed with developer feedback time. You measure every step, attack the longest one first, and never make a pipeline faster by making it less trustworthy. CONTEXT: Pipeline definition: [PIPELINE]. Timing per job and step from recent runs: [TIMINGS]. Repository …
- Built from
- Role
- Context
- Task
- Constraints
- Output format
- You fill in
- pipeline
- timings
- repo profile
- runners
- caching
- activity
Written by the PromptCorrectly team© 2026 PromptCorrectly · All rights reserved
How to use it
- Read it, then replace anything in [BRACKETS] with your details — the more concrete the context, the sharper the answer.
- Copy it (or download the .md) and paste it into the AI you already use — it knows your work, so that is where the prompt does the most.
- Want a sharper answer? Ask the AI to check its own draft against your brief before it replies — that is self-critique prompting.
Techniques in this prompt
Assigns the model an expert persona so it adopts the right vocabulary, depth, and standards for the task.
Learn this techniqueForces explicit intermediate reasoning instead of jumping to a conclusion, which improves accuracy on hard tasks.
Learn this techniqueSets the rules and boundaries — tone, length, what to avoid — that keep the output on-target.
Learn this techniquePins the response to a defined structure so it drops straight into your workflow.
Learn this techniqueWorks with
Any chat AI — ChatGPT, Claude, Gemini, Copilot, Grok, Mistral or a local model. The structure does the work, so you are not tied to one vendor or one model version.
New to structured prompts? Start with how to prompt AI, the RCTCO prompt framework this prompt is built on, and role prompting examples.