Codex is OpenAI's coding agent, with terminal, IDE, desktop, and cloud workflows. The execution environment matters: a local task works with a local checkout; a worktree provides a separate checkout; a cloud task runs in its configured remote environment. It is inaccurate to describe every Codex task as a temporary cloud VM or to say the product has no graphical interface. See OpenAI's environment documentation.
Codex can also use web search and image-generation tools where those capabilities are available. AnyCap is an additional interface for choosing models, running repeatable commands, and delivering media. It is useful when its particular controls fit your task, rather than because all Codex environments lack those capabilities.
Check the Codex environment first
Before installing another tool, establish where the task runs, which tools are already available, and where output files will be written. A desktop task, a CLI session, and a cloud task do not necessarily have the same credentials, installed programs, or permissions.
OpenAI documents web search and image generation. Confirm their availability in the current task. A model name by itself does not tell you which application tools are enabled.
Files written to a local project do not automatically disappear when the conversation ends. Keep source changes in the project's normal version-control workflow. Choose external storage when you need a durable shared artifact or access from another environment, and inspect the retention rules of any remote environment you use.
Install AnyCap where commands will execute
Use the maintained AnyCap installation guide and authentication guide. A skill is a set of instructions; it does not by itself install or authenticate the CLI.
anycap --version
anycap status
anycap image models
anycap video models
The command interface below was checked with AnyCap CLI 0.6.1 on September 9, 2026. Catalog availability and model options can change. Re-run discovery before depending on an old example.
Select an image model and inspect its inputs
anycap image models seedream-5 schema \
--operation generate \
--mode text-to-image
For the checked schema, an example request is:
anycap image generate \
--model seedream-5 \
--mode text-to-image \
--prompt "Editorial illustration of a paper crane on a quiet desk, no lettering" \
--param aspect_ratio=16:9 \
--param resolution=2k \
--param format=webp \
-o paper-crane.webp
This is an input example, not a recorded generation result. Inspect the downloaded image before integrating it. Match the output extension to the requested format. For reference-image or editing work, inspect the compatible mode's schema instead of assuming every model accepts the same fields.
Select a video workflow by mode
Start with the current catalog, then query the schema for the model and mode you intend to use:
anycap video models
anycap video models seedance-2.5 schema \
--operation generate \
--mode text-to-video
Text-to-video, image-to-video, and editing are different operations with different inputs. Choose duration, aspect ratio, resolution, and reference fields from the returned schema. The maintained video guide describes the workflow; the Seedance 2.5 page explains the AnyCap-facing model options.
The catalog is not a quality benchmark. A list of available models does not establish a universal winner or guarantee a fixed generation time. Review actual output against the brief and record the inputs when comparing alternatives.
Search and read sources from the CLI
AnyCap supports a result-list query and a synthesized answer with citations:
anycap search --query "Go 1.25 release notes" \
--include go.dev --max-results 2 --no-crawl
anycap search --prompt "Summarize Go 1.25 changes using official Go documentation"
anycap crawl https://go.dev/doc/go1.25
Use --query for search results and --prompt for a grounded answer. The current CLI does not use the older examples' --mode grounded, --citations, or positional search query. The crawl command accepts the URL as a positional argument. See the search documentation.
Native Codex search may already be sufficient for an interactive lookup. A CLI interface is useful when you want to capture the same kind of result in a script or run it outside the current coding-agent session. Check cited pages before relying on claims that affect implementation decisions.
Store and deliver an approved artifact
Upload one existing file at a time:
anycap drive upload paper-crane.webp
anycap drive ls
Inspect the returned resource information and use the identifiers and client-usable URLs it actually provides. Do not assume an unsupported --format url option or invent a download-by-filename contract. Consult the Drive documentation for current operations.
For a static-site delivery workflow, first build and inspect the local output. The CLI distinguishes deploying a version from publishing it:
anycap page deploy ./dist --name "Project review"
Review the returned page/version status and follow the Pages documentation when the result is ready to publish. anycap page publish operates on a page site or configured target; it does not accept an HTML path as though it were the deploy command. Local output, stored assets, and a published page are separate artifacts.
Validate the complete handoff
A useful workflow ends with checks on the actual result:
- Confirm the command succeeded and the output file exists.
- Review images or video for unwanted text, visual errors, and misleading product claims.
- Integrate assets using the project's existing file conventions.
- Check the page at desktop and mobile sizes.
- Verify delivered URLs and make clear which artifact is the approved version.
For a current overview, see AnyCap for Codex. For integration through MCP, use the MCP guide and confirm which tools that connection exposes.
Upload one existing file with anycap drive upload <file>, then inspect the returned node identifier. Sharing is a separate operation: use anycap drive share <node-id> and inspect the returned link and expiration. The checked CLI does not provide drive download or upload options named --name and --format url. See Drive and Page documentation.
Use anycap page deploy <path> to create a version from an HTML file or static directory. Inspect the deployment result. When ready, anycap page publish <page-id> publishes a verified version; page deploy ... --publish combines the operations when publication is intended. Use the returned site identifier and actual URL. See the publishing guide.