67-subagent extraction engine

Career Talent Extractor

Turn your professional artifacts — code, resumes, git history, Slack, transcripts — into a structured career knowledge base and ready-to-use job-search content.

Get startedExplore roles
Phase‑0 provenance separates what you did from what you facilitated

Built to find the evidence you would miss

CTE is an extraction engine, not a resume template. It reads your real work and reconstructs the career narrative hiding inside it.

  • Phase-0 Provenance
    Before anything else, the engine reads git blame, EXIF, xattrs, and mention frequency to tell sole work from collaborative and facilitative contributions — so every claim is attributed honestly.
  • 67-subagent, 7-tier engine
    Dependency-ordered tiers establish facts first, then layer evidence, and a final meta tier cross-references everything for consistency.
  • Dynamic per-user agents
    A 5-phase /init flow captures your profile and target roles, then generates role-lens, domain, and content agents tailored to you.
  • Dual-runtime
    One source tree, two runtimes: install as a Claude Code plugin or a Cowork plugin. Parity is guaranteed, not bolted on.
  • Ready-to-use outputs
    Resume bullets, LinkedIn posts, blog seeds, interview prep, cover-letter ammo, and portfolio writeups — grounded only in extracted evidence.
How it works

Dependency-ordered tiers, 67 prompts

Each tier consumes the tier below it. Facts come first; the meta tier reasons across all of them last.

See the full architecture

Execution tiers

  1. T1FactualEstablishes ground-truth facts
  2. T2Hard SkillsTechnical depth & craft
  3. T3Soft SkillsBehavioral evidence
  4. T4NarrativeStories & impact arcs
  5. T5Role LensPer-role fit signals
  6. T6IndustryDomain expertise
  7. T7MetaCross-references everything
  8. T0Content GenPost-aggregation deliverables

Subagent categories

  • Quantitative6
  • Temporal4
  • Skill Domain9
  • Soft Skills9
  • Narrative9
  • Role-Based11
  • Industry7
  • Meta6
  • Content Generation6

Four commands, start to offer

CTE runs inside Claude Code or Cowork. Onboard once with /init, then extract, synthesize, and generate — no setup beyond the plugin.

See how it worksExplore the role lenses
  1. 1Capture your profile, target roles, and sources
    /init
  2. 2Run the engine over an artifact
    /extract ./path
  3. 3Build your talent profile
    /synthesize
  4. 4Generate ready-to-use content
    /advise