baizhiyuan

baizhiyuan/finding-unknowns-skill

Plugin Claude Code

Plugin marketplace listing 1 plugin: finding-unknowns.

baizhiyuan/finding-unknowns-skill

Plugin Claude Code

Surface your unknowns (unknown unknowns / unknown knowns) before, during, and after implementation — eight lightweight techniques, Cartographer mode (a quadrant-coverage-gated, regret-weighted interview backed by a lifecycle-persistent unknowns ledger), and four companion agents: blindspot-scout, prototype-smith…

baizhiyuan/finding-unknowns-skill

Instructions file CodexOpenCode

Instructions for baizhiyuan/finding-unknowns-skill, covering repository guide for coding agents, layout and single-source-of-truth rules, invariants to preserve and after any change.

baizhiyuan/finding-unknowns-skill

Instructions file

Instructions for baizhiyuan/finding-unknowns-skill, covering finding-unknowns (passive drop-in), during and after and guardrails.

baizhiyuan/finding-unknowns-skill

Agent

Read-only reconnaissance agent for the finding-unknowns skill. Use before starting work in an unfamiliar codebase area or domain — it maps the territory and returns landmines, hidden context, calibration examples, and the questions an expert would ask. It never implements anything.

baizhiyuan/finding-unknowns-skill

Agent

Cartographer-mode bookkeeping agent for the finding-unknowns skill. Use to seed, score, and audit the unknowns ledger — it classifies unknowns into quadrants, computes regret (cost-if-wrong × P(wrong)), scores per-quadrant clarity into a weighted ambiguity figure, enforces the dual coverage+ambiguity gate, and reports…

baizhiyuan/finding-unknowns-skill

Agent

Divergent prototyping agent for the finding-unknowns skill. Use when the user has 'I'll know it when I see it' criteria (unknown knowns) — it produces several genuinely different throwaway HTML prototypes or plan artifacts for the user to react to, without touching the real application.

baizhiyuan/finding-unknowns-skill

Agent

Independent examiner agent for the finding-unknowns skill. Use after implementation, before merge — it studies the diff, implementation notes, and unknowns ledger with fresh eyes, then produces an explainer report and a comprehension quiz the user must pass. Because it did not write the code, its questions probe what…

baizhiyuan/finding-unknowns-skill

Command

Run a blind-spot pass — reconnaissance that surfaces your unknown unknowns before work starts.

baizhiyuan/finding-unknowns-skill

Command

Enter Cartographer mode directly — ambiguity-scored, coverage-gated, regret-weighted discovery with a persistent unknowns ledger.

baizhiyuan/finding-unknowns-skill

Command

Generate a change report and a must-pass comprehension quiz before merging.

baizhiyuan/finding-unknowns-skill

Command

Surface your unknowns before they get expensive — quadrant routing into eight discovery techniques.

baizhiyuan/finding-unknowns-skill

Skill Claude CodeCodex

Use at the start of an ambiguous or unfamiliar task to surface the user's unknowns (unknown unknowns, unknown knowns) before, during, and after implementation — via blind-spot pass, brainstorm/prototype, interview, references, implementation plan, implementation notes, pitch, and quiz. For high-stakes work, escalate…