Source reviewedOpenAI
Design a verifiable multi-agent workflow with the Responses API
Separate judgment from deterministic processing, then combine programmatic tool calls, parallel subagents, and prompt-cache boundaries into a long-running workflow whose cost, latency, citations, and failures can be reviewed.
Content typeWorkflow
Inputsuser goal, tool schemas, agent responsibilities, cache boundaries, acceptance criteria
StatusOpenAI Responses API and a production agent harness; define tool calls and human checkpoints yourself
AgentAPI configurationcost
Source reviewedOpenAI
Route ChatGPT tasks through Sol’s reasoning settings
Run the same task at faster and deeper reasoning settings: prefer speed for short questions, then increase reasoning for planning, research, writing, coding, and decisions; OpenAI’s 68% figure is an internal relative change, not public accuracy.
Content typeConfiguration
Inputstask type, fixed acceptance criteria, speed and quality preference, client and date record
StatusChatGPT web, mobile, or desktop client; do not infer Codex or API parameters
reasoningspeed-latencyWriting
UnverifiedX
Configure Codex for a million-token context and auto-compaction
The source shows config.toml and one-session CLI examples for the model ID, a 1,000,000-token context budget, and a 900,000-token compaction threshold; confirm client support and keep a rollback configuration before editing.
Content typeConfiguration
InputsCodex version, model ID, configuration backup, context target, read-only validation task
StatusCodex CLI; confirm client version, model support, and local configuration path
CodingAgentcapability
Source reviewedReddit r/codex
Deliver code with prediction, planning, review, and verification
Split long-running coding into prediction, planning, implementation, adversarial review, and independent verification, checking the plan, tests, and stop conditions item by item; this is a commenter’s personal workflow, not Codex’s default configuration.
Content typeWorkflow
Inputsrepository, task goal, risk list, test commands, acceptance signals, stop conditions
StatusCodex, OpenCode, or a coding agent that can save plans and run tests; map stages to actual hooks or commands
CodingAgentstability
Unverifiedreddit.com
Migrate legacy API prompts to outcome-based constraints
The community discussion suggests replacing GPT-5.5-era micromanagement with an outcome, success criteria, and stop conditions; commenters reported a broken source link, so the discussion is not an OpenAI guarantee.
Content typePrompting guide
Inputslegacy system prompt, user-visible result, success criteria, permission and stop rules
StatusOpenAI API; community discussion provides context and the original guidance needs separate verification
API configurationreasoningWriting
UnverifiedOpenAI
Evaluate an Ultrafast real-time workflow against Standard
Keep inputs, tools, and acceptance criteria fixed while comparing Standard with limited-preview Ultrafast, recording time to first token, total latency, quality, and cost; OpenAI has not published the pricing, concurrency, region, or request fields needed for production code.
Content typeConfiguration
Inputsreal-time task set, identical input and tools, Standard baseline, quality threshold, fallback plan
StatusOpenAI API Ultrafast limited preview; requires account eligibility, a Standard control, and human production approval
API configurationspeed-latencyAgent
Source reviewedThe Prompt Index
Choose prompt scope and reasoning effort for Sol
Start with the smallest prompt and an effort level suited to the task, then test whether Pro mode, tool calling, or extra constraints improve a representative workload; the article also compares Claude Fable 5 and is not an independent OpenAI specification.
Content typePrompting guide
Inputsrepresentative tasks, target deliverables, quality metrics, cost or latency limit
StatusGPT-5.6 Sol API or a ChatGPT-like client; confirm exact parameters at the product entry point
reasoningWritingAPI configuration
Source reviewedGPTunneL
Structure Sol requests for long documents, images, and retrieval
Use role, goal, format, and criteria; map a long document before asking targeted questions, state exactly what an image should yield, and request sources for fresh facts. Client-specific capability claims still require verification at the actual entry point.
Content typePrompting guide
Inputsdocuments or images, target question, output format, fact-checking requirement
StatusA Sol client with document, image, and retrieval tools; source is the GPTunneL guide
Information extractionVisual prototypeWritingreasoning
Source reviewedMedium
Manage ChatGPT work with outcomes, context, and checkpoints
Replace step-by-step micromanagement with an outcome, useful context, authorized actions, and review checkpoints; the author’s descriptions of Sol, Terra, Luna, and ChatGPT Work must be checked against the current product before use.
Content typePrompting guide
Inputstarget outcome, background material, authorized actions, human checkpoints, stop conditions
StatusChatGPT or an agent that can manage long tasks; product tiers and permissions depend on the account
AgentreasoningWriting
Source reviewedReddit r/codex
Give Codex an Occam rule against over-engineering
Ask a coding agent to choose the simplest implementation that satisfies demonstrated requirements, reuse or remove existing code before adding layers, and keep clear module boundaries; the rule is community guidance, not a guarantee.
Content typePrompt
Inputscurrent requirement, repository scope, existing tests, interfaces that must not change, stop condition
StatusCodex CLI or a compatible coding agent with repository access and runnable tests
CodingAgent
UnverifiedX
Write Sol task prompts around outcomes and acceptance criteria
Frame research, coding, writing, and analysis requests with an outcome, success criteria, authority boundary, and validation method; the article’s insider attribution and internal comparison figures are not independently verified by this source.
Content typePrompting guide
Inputstarget deliverable, success criteria, tool permissions, stop conditions, validation command or review method
StatusA Sol agent or ChatGPT/API client; retrieval and file tools must be explicitly authorized
WritingreasoningAgent
