| name | profile-builder |
| description | Builds and updates the user's personal profile from raw CV or career materials. Use when the user shares CV/background context as files in raw_inputs/profile/ or directly in chat, and wants to update memory/personal_profile.md. Also use when the user wants to add a new experience, skill, or education entry to their profile. |
Profile Builder
Project context
- Profile lives at
memory/personal_profile.md
- Raw materials can come from files in
raw_inputs/profile/ (supported formats: pdf, txt, md) or directly from chat context.
- If
memory/personal_profile.md does not exist yet, create it from scratch using the output format below.
Workflow
- If
@memory/personal_profile.md exists, read it as the current state. If it does not exist yet, start from an empty profile.
- Read the raw material the user provides (either via
@file reference or pasted/summarized in chat).
- Extract and structure the information — ask the user to clarify anything ambiguous.
- Write the complete updated
memory/personal_profile.md. Never delete existing content without asking.
Output format for personal_profile.md
# Personal Profile
## Contact Information
## Professional Summary
## Experiences
### [Job Title] — [Company] (YYYY – YYYY)
- 2-4 concise STAR-style bullets (high-level)
- Optional: **Project/Role Details** subsection with richer evidence:
- Scope/ownership
- Technical stack and methods
- Safety/risk constraints handled
- Quantitative outcomes, benchmarks, or business impact
- Links/publications/artifacts (if available)
## Education
## Skills
Rules
- Append and improve — never overwrite without reading first when a profile already exists.
- Use STAR-style summaries for each experience where possible.
- Keep both layers when useful: a skimmable top layer + a deeper evidence layer for downstream matching.
- Prioritise high-signal detail over excessive compression when information helps
application-advisor map requirements to evidence.
- Never delete concrete evidence (metrics, tools, publications, safety work, leadership scope) unless the user asks.
- On first run, create a clean
personal_profile.md that follows the output format exactly.
- After saving, confirm what was added or changed.
