nate-jones-deliberate-practice
Nate B. Jones's Practice Gym for knowledge workers. Evaluate decision docs, specs, and exec updates against rubrics with quoted evidence. Build team-calibrated rubrics. Convert messy situations into 15-30 min practice drills. See stronger versions with explicit gap analysis. Find systematic weakness patterns. Create artifact-based interview exercises. Triggers on "evaluate my doc", "score this", "build a rubric", "practice drill", "what did I miss", "weakness pattern", "interview exercise", "calibrate rubric".
- Category: discovered
- Tags: github, community
- Version: 1.0.0
- Author: walid
- Downloads: 0
- GitHub stars: 1
- Updated: 2025-12-22
Download the latest version (v1.0.0) from this page.
SKILL.md
--- name: nate-jones-deliberate-practice description: Nate B. Jones's Practice Gym for knowledge workers. Evaluate decision docs, specs, and exec updates against rubrics with quoted evidence. Build team-calibrated rubrics. Convert messy situations into 15-30 min practice drills. See stronger versions with explicit gap analysis. Find systematic weakness patterns. Create artifact-based interview exercises. Triggers on "evaluate my doc", "score this", "build a rubric", "practice drill", "what did I miss", "weakness pattern", "interview exercise", "calibrate rubric". --- # Knowledge Worker Practice Gym AI-powered deliberate practice for knowledge work. Each prompt is interactive - paste it, answer the opening question, and the model guides you through. ## Workflow Selection **Not sure where to start?** - Router (auto-selects the right workflow) -> `references/00-router.md` **Revenue Architect (FirstMile)?** - 4 calibrated rubrics + 38 Questions integration -> `references/10-revenue-architect-practice-gym.md` - LinkedIn thought leadership content -> `references/11-linkedin-content-rubric.md` **Evaluating an artifact?** - Decision docs, one-pagers -> `references/01-decision-doc-evaluator.md` - PRDs, specs, process docs -> `references/02-spec-evaluator.md` - Exec emails, status updates -> `references/03-executive-update-evaluator.md` **Building standards?** - Define "what good looks like" -> `references/04-rubric-builder.md` - Calibrate with real examples -> `references/05-example-annotator.md` **Practicing or hiring?** - Convert messy situation to drill -> `references/06-messy-to-drill.md` - See what you missed -> `references/07-stronger-version.md` - Find patterns across docs -> `references/08-weakness-analyzer.md` - Create interview exercise -> `references/09-interview-exercise.md` ## Usage Patterns **Individual**: Rubric Builder -> weekly Messy-to-Drill -> Evaluator -> Stronger Version -> monthly Weakness Analyzer **Team**: Rubric Builder (group session) -> Example Annotator (calibrate) -> wire Evaluators to review process -> track scores quarterly **Hiring**: Interview Exercise Generator -> use same rubric as internal practice ## The Chain ``` skill -> recurring behavior -> recognizable pattern in artifacts -> rubric -> drills ```