prompt-only plugins

by whichguy

Design system architecture and make technology decisions. Uses a structured inline design or an available independent reviewer for comprehensive work.

by whichguy

A delegation skill, not an agent type. Ask native agents to work in the background, continue useful work in the main conversation, and incorporate their results when they return. Use for "ask an agent", named agent roles, parallel delegation, or launch-and-notify work.

by whichguy

Resolve ambiguous user prompts by choosing whether to answer now, answer with assumptions, ask 1–2 high-value clarification questions, replan, or stop. Use when the best response depends on hidden intent, audience, scope, constraints, risk, output format, or desired depth.

by whichguy

Compare two prompt versions (A vs B) by running both against a directory of test input files, then evaluating results on three dimensions in priority order: quality > tokens > time.

by whichguy

Iteratively researches real software project failures and wins, extracts key planning questions via 5-whys analysis, validates them against synthetic test plans, judges their effectiveness via a parallel judge agent, refines them, and persists to a growing questions library. Builds a curated, language/system-agnostic question library that prevents known failure modes when applied during software planning.

by whichguy

Benchmark and compare system prompt variants (V2/V2a/V2b/V2c) for Sheets Chat by running test scenarios through the real GAS-side ClaudeConversation pipeline. Tests both system-placement and user-placement, then evaluates with heuristic scoring (ABTestHarness) and LLM-as-judge. Product-specific: requires an authorized Sheets Chat/GAS execution integration.

by whichguy

Generate comprehensive tests for code. Uses an inline strategy or an available independent test specialist for complex components.

by whichguy

Compare an agent or skill prompt against its test harness skill for phase-model, skip-condition, and wiring consistency. Reports mismatches and identifies which file is authoritative.

by whichguy

Audit an agent or skill prompt file for internal inconsistencies (phase numbering, behavioral contracts, terminology, stale references). Produces a Q&A with info-gain scores, a learnings section, and a remediation list. Use before any prompt migration.

by whichguy

TDD-based prompt migration — given a target agent/skill prompt and a remediation list, writes failing tests first, then updates the prompt to make them pass. Commits remain user-controlled.

by Carlos Araujo

Entrevista curta para projetar um agente prompt-only e entrega um system prompt pronto para copiar e colar.

by whichguy

Full prompt-improvement workflow — runs prompt-audit to find inconsistencies, presents a remediation plan, then runs prompt-migrate to apply fixes and prompt-align to verify harness consistency. Use for any agent or skill prompt that needs structural repair.

by whichguy

Benchmark review-plan question effectiveness via experiment-based ablation. Applies different question subsets to a plan (or directory of plans) in parallel experiments, evaluates each against fixed plan-quality questions (Q-PQ1..Q-PQ8), and compares quality spreads to identify which questions drive real improvement.

by whichguy

Compare two code-review prompt versions against supplied fixture ground truth using an explicitly configured external benchmark runner. Reports an F1-based verdict only when the runner completes both evaluations and comparison.