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build-person: an evidence-calibrated whole-person model

by Rob CheungGitHub

gist

build-person is an agent skill that synthesizes a dated, evidence-calibrated, explicitly partial and revisable whole-person working model from a user-authorized corpus of notes, journals, messages, interviews, repositories, and activity records. It privileges repeated behavior and costly choices over résumé facts, keeps attribution, confidence, contradictions, and corpus limits visible, and treats the result as a purpose-shaped interpretation rather than an identity record. The living person retains authority; the model is not a diagnosis or a substitute for present words.

ideas

  • The corpus is authorized and broader than a résumé. Notes, journals, messages, interviews, repositories, and activity records can all count, with source limits kept visible.
  • Behavior outranks self-description. Recurring values, decision patterns, tensions, and tacit habits matter more than polished biography.
  • Every inference stays scoped. Attribution, confidence, contradictions, change over time, and alternative explanations stay attached to the claim.
  • The model is a working document. It is dated, partial, revisable, and includes an operating manual plus a bounded reasoning-proxy charter.
  • The living person remains the authority. The output is not a diagnosis, identity record, or substitute for present words and choices.

quotes

An agent skill for synthesizing a dated, evidence-calibrated, explicitly partial and revisable whole-person working model from a user-authorized corpus.

Rob Cheung, stating the skill's purpose.

repeated behavior and costly choices over polished self-description;

Rob Cheung, ranking evidence over résumé language.

The output is a purpose-shaped interpretation of bounded evidence—not a definitive identity record, diagnosis, or substitute for the person's present words and choices.

Rob Cheung, stating what the model is not.

privacy, non-impersonation, and the living person's authority over the model.

Rob Cheung, stating the authority and privacy bound.