These cases illustrate situations, causal distinctions and choices you can adapt to your work.
Italiano. These cases are illustrative and adaptable. They do not establish actual account access, executed external actions or benchmark results.
1. Research radar
Work: Follow a research topic and return differences that can change the project.
Sources: Primary sources, research questions, existing knowledge and decisions.
Adaptation: Refine sources and criteria, retain reopening conditions and avoid duplicate notifications.
Useful attention: A difference opening an experiment, correcting a hypothesis or requiring a choice.
2. Reasoned bibliography
Work: Update a work’s bibliography and connect contributions to open questions.
Sources: Manuscript, references and accessible original publications.
Adaptation: Improve search relevance while preserving disagreement and study limitations.
Useful attention: A source changing an argument or method choice.
3. Experiment continuity
Work: Resume authorized experiments, compare outcomes and prepare the next useful step.
Sources: Protocols, data, logs and tools available in the project.
Adaptation: Distinguish useful differences from repetition and return reusable criteria to the competence.
Useful attention: A result changing a hypothesis, an error or the next experiment decision.
4. Software dependencies
Work: Follow changes in dependencies actually used and prepare pertinent interventions.
Sources: Repository, installed versions, release notes and official documentation.
Adaptation: Connect notices to actual use, remove repetition and improve sources.
Useful attention: A change requiring a product decision or intervention.
5. Product documentation
Work: Reconcile selected product changes with the guides describing them.
Sources: Source changes, product state, guides and project conventions.
Adaptation: Learn which surfaces depend on a change and preserve concurrent work.
Useful attention: An inaccurate guide or a proposal ready for review.
6. Issue triage
Work: Group similar reports and prepare reproducible cases for pertinent problems.
Sources: Issues, accessible logs, versions and team criteria.
Adaptation: Improve duplicate recognition and the information needed to reproduce failures.
Useful attention: A regression, reproducible case or priority decision.
7. Editorial preparation
Work: Follow sources and prepare content in the forms selected for the project.
Sources: Originals, selected revisions, editorial guide and content state.
Adaptation: Preserve authorial distinctions and improve clarity, sources and adaptations.
Useful attention: A useful draft for review or a question changing the content.
8. Content distribution
Work: Prepare channel adaptations of selected content and follow their outcomes.
Sources: Main resource, revision state, channel context and available feedback.
Adaptation: Learn from responses and channel conditions while preserving source meaning.
Useful attention: An adaptation to choose or a response deserving continuation.
9. Industry discussions
Work: Find pertinent conversations and prepare contributions useful to their context.
Sources: Current discussions, community rules and public project knowledge.
Adaptation: Improve relevance and timing without repeating the same proposal.
Useful attention: A conversation where the project can offer a concrete contribution.
10. Organizational knowledge
Work: Keep knowledge and decision reasons affecting team work reachable.
Sources: Authorized documents, decisions, guides and existing competences.
Adaptation: Recognize duplicate or superseded knowledge and return changes to the relevant location.
Useful attention: An operational contradiction or knowledge update to integrate.
11. Customer support
Work: Prepare replies and documentation improvements from recurring questions.
Sources: Authorized requests, product information and validated answers.
Adaptation: Learn useful categories and cases needing a person; keep drafting distinct from sending.
Useful attention: A prepared reply or a case requiring human expertise.
12. Operating procedures
Work: Observe differences between a procedure and actual work and prepare situated corrections.
Sources: Procedures, team feedback, tools and activity state.
Adaptation: Remove exhausted steps and preserve correction reasons.
Useful attention: A difference changing work quality or feasibility.
13. Data quality
Work: Follow selected data sources and prepare corrections useful to their consumers.
Sources: Authorized datasets, definitions, update processes and available checks.
Adaptation: Distinguish new errors from known ones and improve detection criteria.
Useful attention: A difference altering data use or a correction ready for assessment.
14. Website and public paths
Work: Keep pages, links and public information connected to the current product.
Sources: Site sources, accessible pages, product state and available feedback.
Adaptation: Learn dependencies between changes, pages and paths without repeating unchanged checks.
Useful attention: A broken path or information that has become inaccurate.
15. Project continuity
Work: Prepare useful reentry across sessions or people while retaining purpose, reasons and valid work.
Sources: Current guides, decisions, concurrent contributions and project sources.
Adaptation: Condense context while preserving relations needed for continuation.
Useful attention: A choice, real conflict or handoff enabling the next work.
16. Learning path
Work: Prepare study and exercises from goals, acquired knowledge and encountered difficulties.
Sources: The person’s goals, selected materials and exercise outcomes.
Adaptation: Change examples and depth through observed understanding.
Useful attention: A useful passage to practice or a difficulty changing the path.
17. Opportunity radar
Work: Follow project-relevant opportunities and prepare a concretely useful next step.
Sources: Project direction, real conditions, programs and original sources.
Adaptation: Distinguish interest, accessibility and attention cost; retain reopening conditions.
Useful attention: A possibility enabling concrete preparation or a choice.
18. Domain service
Work: Form recurring work for a particular domain together with its competences.
Sources: The person’s mandate, domain knowledge, tools and usage feedback.
Adaptation: Let work form further methods and capabilities in the recipient’s context.
Useful attention: A useful result, choice or difference changing the service.
19. Preserve a museum's weekly digest activity during an instruction change
Situation: A museum's activity prepares a weekly internal digest from its event archive. Staff entrust a source-selection improvement; the delivery day and internal recipient stay the same. They would like a particular model, but the controller does not expose model selection. The museum already has a private versioned operations archive.
Work and choice: Read the editorial competence and museum guide while forming the new selection method. Read the actual job and capture its entire installed prompt, ID, trigger, timezone, recipient association and enabled state. Preserve that complete pre-change version, then apply the entrusted instruction change and read back the result. Save the full post-change version privately and update the recovery index. Retain the model request as an unconfigured preference. The public method contains none of the museum's recipient details or private prompt.
A changed condition: If another editor changes the job between capture and readback, keep both observations and reconcile the current controller instead of restoring the first copy over that contribution. If private archive access fails after the job has changed, mark backup pending with the exact observed version and destination. An authorized receiver can finish from a fresh read; it cannot claim an earlier capture it never made.
Continuation: The next weekly digest uses the revised method through the actual job. If staff later select recovery, compare the saved instructions with current intent and messages already delivered before restoring anything. A deliberately paused activity stays paused until a corresponding action is entrusted. The copies establish recoverability of the observed configurations; they do not prove a digest was produced or delivered. The case is illustrative and applies equally to other domains and controllers.
Adapt the method
Use SKILL.md or START_CHAT_EN.txt with your actual context. Keep the source, intended contribution, decision reasons and available means connected. Preserve useful learning in the guide the project actually uses; a later different case can show whether the correction participates.