A structured framework for AI agents to revise a prior verdict, classification, hypothesis, or analysis when new evidence emerges — calibrated against both under-correction (anchoring on the prior) and over-correction (anchoring on novelty or social pressure). Use whenever the task involves updating a previously reached conclusion in light of new information, reconsidering a verdict after primary sources are fetched, deciding whether a contested claim should change classification, integrating a late-breaking piece of evidence into an existing investigation or peer review, or any request to "update this", "revise this", "rethink this in light of X", "does this new evidence change anything", "should I change my mind". Pair with whichever analytical skill produced the prior — this skill takes that output and produces a calibrated revision in its format.
EnglishTurn a finished, warrant-labelled analysis into a publishable Dutch markdown article. Use when the user asks to write/publish a completed analysis as an article ("schrijf een artikel", "maak er een publicabel stuk van", "publiceer dit", "turn this into a piece"). This skill writes only; it does not research. It preserves the warrant chain: no new load-bearing facts, no stronger phrasing than the analysis supports, weak claims hedged and attributed.
English
AGENT SKILLS ATLASIncludes Belief Revision and Publisher Nl.
Claude Code
Codex
Cursor
GitHub Copilot
Gemini CLISupported by the Atlas install prompt. Skill-specific requirements vary.
Pack stats
What’s included
Belief Revision
A structured framework for AI agents to revise a prior verdict, classification, hypothesis, or analysis when new evidence emerges — calibrated against both under-correction (anchoring on the prior) and over-correction (anchoring on novelty or social pressure). Use whenever the task involves updating a previously reached conclusion in light of new information, reconsidering a verdict after primary sources are fetched, deciding whether a contested claim should change classification, integrating a late-breaking piece of evidence into an existing investigation or peer review, or any request to "update this", "revise this", "rethink this in light of X", "does this new evidence change anything", "should I change my mind". Pair with whichever analytical skill produced the prior — this skill takes that output and produces a calibrated revision in its format.
Publisher Nl
Turn a finished, warrant-labelled analysis into a publishable Dutch markdown article. Use when the user asks to write/publish a completed analysis as an article ("schrijf een artikel", "maak er een publicabel stuk van", "publiceer dit", "turn this into a piece"). This skill writes only; it does not research. It preserves the warrant chain: no new load-bearing facts, no stronger phrasing than the analysis supports, weak claims hedged and attributed.
Quick start
- Choose your skills. Select individual skills above, or choose the entire pack.
- Copy the install prompt. Use Copy install prompt above the list.
- Send it to your agent. Paste into your coding agent’s chat. Your agent reviews the source and guides the setup.
Try it with your agent
After installation, start with a request like:
Use the Belief Revision skill to help with my task.
Ask me for the context you need before getting started.Requirements & license
- A coding agent that can access your project files and install skills.
- Your agent checks each skill’s instructions, dependencies, and permissions during setup.
- Reported license for the skills shown: Apache-2.0. The author’s terms apply.