Research, editing, and illustration produce different kinds of evidence. Keeping them separate makes it easier to spot a weak citation, a changed claim, or a media file that will fail on the destination platform.
Start with a source table
Composio’s content-research-writer organizes research, outlining, citations, and feedback. Give it the topic, audience, and sources you trust. Ask for a small table with each proposed claim, its source, and anything that still needs checking. Open the primary sources before using a statistic or quotation.
Edit an existing draft against the source table
Humanizer offers an editing workflow for generic phrasing and repetitive structure. Supply a paragraph you wrote and a short sample of your voice. Ask it to remove vague wording while preserving the facts and citations. Compare the before and after for changed numbers, stronger claims, or invented examples. Treat the output as an edit you still need to review.
Add a small animation when it serves the post
Anthropic’s slack-gif-creator focuses on making GIFs for Slack. For a simple celebration animation, specify the loop, dimensions, and destination. Open the exported file, watch a few loops, and verify the file against the destination’s requirements. Check the other platform’s limits separately if you reuse it elsewhere.
For a first run, keep the source table, the edited draft, and the exported GIF as separate artifacts. Read each skill’s upstream instructions and license and check the tools your agent needs before running it.
Adapted from the Skillπ team’s Chinese article on Juejin. This English adaptation was generated with AI.
