suggest-roles

Suggest Roles

Two flavors:

1. Existing roles — what titles match the user's profile in current postings.
2. Pitch roles — what shape of role doesn't exist yet but the user could propose creating.

Inputs

$ARGUMENTS:

• Optional: --company=<slug> — scope to one company.
• Optional: --domain=<slug> — scope to a domain note.
• Optional: --mode=<existing|pitch|both> (default both).
• Optional: --n=<count> (default 10).

Examples

/career:suggest roles
/career:suggest roles --domain=ai-evals --mode=pitch
/career:suggest roles --company=snowglobe --mode=existing

Procedure

1. Load context

• ground-truth.md (skills, looking-for, branding, hard-constraints).
• If --company: relevant research briefs.
• If --domain: the domain note.

2. Existing-roles pass

WebSearch for live postings matching ground-truth signals (skills × seniority × lens). For each candidate title:

• Frequency in current postings.
• Typical responsibilities.
• Typical comp band (if known).
• Match strength to ground-truth.

3. Pitch-roles pass

Synthesize role shapes that:

• Combine multiple ground-truth strengths in a non-standard way.
• Map to a real need visible in the company / domain (cite the signal).
• Are small enough to propose without a posting (often individual-contributor or single-hire functions).

Each pitch role must include:

• One-line shape ("Solo AI prompt-engineer embedded with the policy-sim team").
• Why this user (skills tied to the role).
• Why this company / domain (cited need).
• Anchor contact (who would own this hire).

4. Write the recommendations file

# Role suggestions — {{date}}

> Mode: {{existing|pitch|both}}
> Scope: {{company|domain|none}}
> Generated: {{datetime}}

## Existing roles to target

| title | typical employer shape | match strength | comp signal | source |

## Roles to pitch

| shape | for whom | why-you | why-them | anchor contact |

## Skills gaps the user would need to close for these

- ... (links to /career:suggest skills)

## Sources

1. ...

5. Print summary

recommendations: recommendations/roles-<date>.md
existing: <n>
pitch: <n>

next:
  existing  → /career:outreach find <company> --role="<title>"
  pitch     → /career:suggest consulting-packages --domain=<slug>

Guardrails

• Don't conflate the two modes. An existing role is a posting; a pitch role is a hypothesis.
• Pitch roles must cite a real signal. "They could use someone like this" is not a signal.
• Match strength = honest match to current ground-truth. Don't grade on potential.

Failure modes

• No live postings + no domain note → return only pitch mode with a warning.
• ground-truth too thin → recommend /career:ground-truth edit before re-running.