jdforsythe

jdforsythe/forge

Plugin Claude Code

Science-backed AI team assembly. Mission Planner, Agent Creator, Skill Creator, and Librarian — all four core skills in one package.

jdforsythe/forge

Plugin Claude Code

Mission Planner, Agent Creator, Skill Creator, and Librarian — the complete Forge suite for science-backed AI team assembly.

jdforsythe/forge

Instructions file

Instructions for jdforsythe/forge, covering forge, tech stack, conventions and key principles.

jdforsythe/forge

Agent

Research analyst for gathering, evaluating, and synthesizing information from multiple sources into evidence-based research briefs. Invoke when a task requires systematic information gathering, source credibility assessment, triangulation of findings, or when another agent needs documented research to support a…

jdforsythe/forge

Agent

Quality reviewer for evaluating work products against defined standards. Invoke at quality gates in a pipeline, when an artifact needs structured feedback with severity classification (blocking/major/minor/nitpick), or when a ship/no-ship decision is needed.

jdforsythe/forge

Agent

Quality gate for checking outputs against explicit acceptance criteria. Invoke after an artifact is produced and before it passes downstream in a pipeline. Produces APPROVED/REJECTED verdicts with per-criterion evidence. Use for deterministic checks (schema conformance, format compliance) and criteria-based evaluation.

jdforsythe/forge

Skill Claude CodeCodex

Creates structured agent definitions using the 7-component format grounded in persona science (the alignment-accuracy tradeoff), vocabulary routing, and the MAST failure taxonomy + Forge watchlist. Produces agents with real-world job titles, expert domain vocabulary payloads (15-30 terms), explicit deliverables…

jdforsythe/forge

Skill Claude CodeCodex

Reviews, curates, and maintains the Forge library of agents, skills, and templates. Performs deduplication analysis, staleness detection, quality promotion, and orphan reference checking. Produces structured review reports with actionable recommendations for merging, archiving, or promoting library items. Use this…

jdforsythe/forge

Skill Claude CodeCodex

Decomposes goals into team blueprints using evidence-based scaling laws, topology selection, and role design. Determines whether a goal needs a single agent or a coordinated team (3-4 agents recommended, 5 max), selects the optimal communication topology (sequential pipeline, parallel-independent, centralized…

jdforsythe/forge

Skill Claude CodeCodex

Creates high-quality Claude Code and Cowork skills using evidence-based principles: expert vocabulary payloads for knowledge routing, dual-register descriptions for reliable triggering, named anti-pattern watchlists for steering past the distribution center, and progressive disclosure architecture for context…