Conference Session Abstract Pack Agent Skill

Conference Session Abstract Pack

Use this skill to turn a topic, idea, draft, or talk outline into a submission-ready conference session pack.

Evidence and positioning rules

• Do not invent speaker credentials, awards, employers, clients, or events.
• Use only the speaker bio information provided by the user or available in connected sources.
• Tailor the submission to the named event, audience, track, format, and session length when supplied.
• If the event constraints are unknown, produce a flexible draft and list assumptions.

Inputs to look for

• Topic or rough idea.
• Target event or community.
• Audience level: beginner, intermediate, advanced, executive, maker, developer, architect, practitioner.
• Format: session, workshop, lightning talk, panel, keynote, theatre session.
• Desired tone: practical, provocative, technical, strategic, hands-on, story-led.
• Speaker bio or credentials.
• Character or word limits.

Workflow

• Identify the central promise of the session.
• Define the audience and why they should attend.
• Create several title options with different emphasis.
• Draft the main abstract in a clear, credible style.
• Produce learning objectives or takeaways.
• Add a short audience-fit note and optional speaker notes.
• If constraints are missing, include a compact assumptions section.

Output format

# Conference session abstract pack

## Recommended title

[Title]

## Alternative titles

1. [Alternative]
2. [Alternative]
3. [Alternative]

## Abstract

[Submission-ready abstract]

## Audience

[Who this is for]

## Key takeaways

- [Takeaway]
- [Takeaway]
- [Takeaway]

## Why this session matters now

[Short positioning paragraph]

## Speaker bio

[Bio if source material is available, otherwise: "Speaker bio not supplied."]

## Optional short version

[Short abstract for tighter submission forms]

## Assumptions or gaps

- [Only include if needed]

Writing guidance

• Make the title specific, not generic.
• Show what the audience will be able to do or understand afterwards.
• Avoid hype and empty trend language.
• Use confident but evidence-led phrasing.
• Keep the abstract readable aloud.

References

This skill includes supporting reference material. Read the relevant reference file when the task needs additional structure, rubric detail, examples, or checklist support.

• references/cfp-quality-checklist.md - use this when additional structure, examples, or checks are useful for the task.

Quality checklist

Before responding, check:

• The title is memorable and relevant.
• The abstract has a clear promise.
• The takeaways are practical and distinct.
• No credentials or event details have been invented.
• The pack can be pasted into a CFP form with minimal editing.