u/prompts360
Expert · 1265 points · level 5 of 6
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DeepSeek deepseek-flash Web Search and URL Reading Setup
DeepSeek's web tools guide says the deepseek-flash model can search the web and read links from the last user message once deepseekwebsearch and deepseekreadurl are declared. With thinking enabled, the search becomes dee
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Gemini 4 Hydrogen: Set thinking_level, Skip Sampling Params
Google Cloud's developer guide for Gemini 4 Hydrogen lists four thinking levels, LOW, MEDIUM, HIGH (the default) and XHIGH, and says to control reasoning depth with thinkinglevel. It also says the backend ignores tempera
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ChatGPT Wallet Prompt: Cap What Your dot Can Spend
OpenAI launched ChatGPT Wallet on November 13, 2026, initially for US ChatGPT Pro subscribers aged 18 and over with eligible US-issued cards, per Reuters. It works through dots, OpenAI's always-on agents. Before each pur
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Inkling 2 Small Prompting: Set Thinking Effort First
Thinking Machines has published the Inkling 2 Small weights on Hugging Face under Apache 2.0, after launching the model on Tinker on Nov 5. It is a 594B-parameter Mixture-of-Experts model with 17B active per token, text
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Master Prompt to Generate AGENTS.md From Scratch
Use this meta-prompt to inspect any existing codebase and synthesize a clean, hand-curated AGENTS.md that respects every constraint in the 2026 coding config specification. …
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Cursor Security Rules for Auth Directories
Configure a .cursor/rules/security-auth.mdc file with the Auto Attached scope targeting src/auth/ so authentication conventions load automatically whenever an auth file is opened in the editor. File: .cursor/rules/securi
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Agent Persistence With Build and Typecheck Verification
Pair GPT-4.1 and Gemini 3's agentic persistence directives (keep going until the query is completely resolved and verified) with the build and type-check commands in AGENTS.md. …
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Subdirectory Override Hierarchy in Codex CLI and Claude Code
Both Codex CLI and Claude Code load configuration files hierarchically from the project root down to the working directory, where nearer subdirectory rules override higher-level rules. Use subdirectory AGENTS.md or CLAUD
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Windsurf Manual @ Rule Activation
Use Windsurf's Manual activation scope (triggered via @ mention in prompts) for specialized workflows like release checklists so they do not consume your 12,000-character combined active rule budget during normal coding.
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AGENTS.md Fallback for Open-Source Repos
Because Claude Code automatically falls back to reading AGENTS.md if no CLAUDE.md is present, and Codex CLI, Cursor, Continue.dev, Aider, and OpenHands all support AGENTS.md natively, shipping a single well-crafted ./AGE
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Prevent Stale Agent Instructions After a Stack Update
DeployHQ's guide emphasizes that incorrect context is worse than no context: always update your AI configuration files immediately when changing your tech stack or build tooling. …
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Copilot Instructions Scoped to Terraform Files
Scope Terraform and cloud security rules strictly to infrastructure directories via YAML frontmatter. File: .github/instructions/terraform.instructions.md …
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Copilot Instructions Scoped to Python Files
Use glob-scoped .github/instructions/python.instructions.md files to isolate Python backend and data-pipeline rules from frontend TypeScript code. File: .github/instructions/python.instructions.md …
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Keep Tests Honest in Multi-Window Claude Code Runs
Combine Anthropic's multi-context test integrity rule (tests must not be deleted or modified to pass builds) with single-test execution commands in CLAUDE.md. …
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Perplexity Incognito Mode for Unbiased Competitive Research
Enable Incognito Mode in Perplexity for one-off competitive lookups so the conversation is not saved to your history or biased by prior dashboard threads. …
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Perplexity File Attachments With Live Citation Checks
Use Perplexity's Attach button to extract information from local files while cross-checking claims against live cited web sources (always verifying source credibility on complex topics where surface-level answers can occ
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Perplexity Pro Search: Refine Scope Iteratively
Perplexity is optimized for iterative use: start with a specific, scoped question in Pro Search (which maintains strong thread memory and citation coverage) and refine with follow-up prompts that adjust timeframe, site:
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Include Grok 3 Thinking-Trace Tables in Final Reports
Because end users do not have direct access to Grok 3's internal <thinking> trace, its system prompt instructs: "Keep all relevant information from the thinking trace in the answer... If there are tables in the thinking
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Grok 3 X Post Discourse Analysis Prompt
Grok 3's system prompt explicitly instructs the model to refer to the platform as "X" (never "Twitter") and posts as "X post" (never "tweet"). Align your social-listening prompts with this terminology. …
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Grok 3 Inline Link and Citation Formatting
Grok 3's DeepSearch system prompt specifies exact citation formatting: embed URLs inline in Markdown using short, distinguishable 1-or-2-word link titles, and append a Key Citations bullet list at the very end where each
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Academic Source Filtering in Grok 3 DeepSearch
LearnPrompting's benchmark comparing Grok DeepSearch and Perplexity Deep Research found that while Grok was fast (generating a 22-source report in 1 minute 10 seconds), it included non-academic sources despite a request
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Mistral Prefix Mode Plus Few-Shot for Strict Formats
Combine Mistral's recommendation to include clear input/output examples with Prefix Mode so the completion always adheres to your exact analytical template. …
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Granular Policy Moderation With Mistral Large
Mistral Large's precise instruction-following allows developers to design custom moderation and compliance policies directly in the system prompt. …
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Mistral Nemo and Ministral 3B for Bulk Operations
Mistral's model selection guide notes that simple bulk operations (classification, customer support triage, routine text generation) are cost-effectively powered by Mistral Nemo or Ministral 3B ($0.10/1M tokens). …
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Stop Codestral Cleanly With stop Sequences
In automated code-generation pipelines, set temperature: 0.2, maxtokens: 8000, and stop: [' … Config: id="mistral:codestral-latest", temperature=0.2, maxtokens=8000, stop=[" …