CSAR Loop and structured conversation patterns for effective AI dialog -- Clarify, Summarize, Act, Reflect
Score 70/100
Native HTML dialog patterns for Rails with Turbo and Stimulus. Use when building modals, confirmations, alerts, or any overlay UI.
Score 70/100
PyQt/PySide6 dialogs - QFileDialog, QMessageBox, QInputDialog, QColorDialog, custom QDialog patterns
Score 70/100
Diagnose flat dialogue, same-voice characters, and lack of subtext. Use when conversations feel wooden, characters sound alike, or dialogue only does one thing at a time.
Score 70/100
Assess problem framing quality before proceeding with implementation. Captures whether the problem is well-defined per Naur's theory-building principles.
Score 70/100
Assess readiness to transition between SDLC phases. Aggregates component assessments and generates PROCEED/PROCEED_WITH_CAUTION/DEFER recommendation.
Score 70/100
Create character-specific dialogue with distinct voices, subtext, and naturalistic speech patterns
Score 70/100
Create Note (NOT) documents for transient process artefacts. Triggers on "capture notes", "document meeting", "record workshop", "save analysis", "interview notes", "exploration…
Score 70/100
Create Reference (REF) documents for conceptual models, glossaries, and catalogues. Triggers on "create reference", "document concepts", "make glossary", "catalogue these",…
Score 70/100
Create Strategy (STR) documents for rationale, decisions, and business justification. Triggers on "document strategy", "record strategic decision", "capture rationale", "business…
Score 70/100
Create Theory (THY) documents that capture integrated understanding. Triggers on "capture theory", "document understanding", "write theory", "explain why this works", "record the…
Score 70/100
Provide help with the Dialogue Framework. Triggers on "how does dialogue work", "what commands", "explain phases", "framework help", "what can you do".
Score 70/100
Log a decision to the decision log. Supports OPERATIONAL, TACTICAL, DESIGN, and ADR types. Use when recording decisions made by human or AI.
Score 70/100
Log an observation (measurement, state, or event). Use when recording factual observations during work execution.
Score 70/100
Master the art of dialogue - subtext, voice differentiation, conflict in conversation, and the unspoken that speaks loudest. Turn flat exchanges into crackling scenes.
Score 70/100
Analyzes and refines dialogue for authentic character voices, natural flow, subtext, and emotional impact. Use this to elevate conversations from functional to compelling.
Score 70/100
Resolves framework reference IDs to their content. Use when you need to look up a document, decision, observation, task, or ADR by its ID.
Score 70/100
Save session context for continuity across sessions. Creates a per-user session memo capturing active focus, recent work, and open questions.
Score 70/100
Gather structured information from the user through framework-aware questioning. Use when you need to elicit process context, requirements, constraints, or decisions.
Score 70/100
Use when implementing dialogue — data structures for branching dialogue, conditions, and UI presentation
Score 70/100
Verify that required logging occurred during a process execution. Use before presenting work for approval to ensure decisions and observations were captured.
Score 70/100
Send SMS and make voice calls via Dialpad API. Supports single/batch SMS, voice calls with TTS, and caller ID selection.
Score 70/100
Automate Dialpad tasks via Rube MCP (Composio). Always search tools first for current schemas.
Score 70/100
Use when analyzing and fixing Dialyzer warnings and type discrepancies in Erlang/Elixir code.
Score 70/100
Use when configuring Dialyzer for Erlang/Elixir type checking and static analysis.
Score 70/100
Use when integrating Dialyzer into development workflows and CI/CD pipelines for Erlang/Elixir projects.
Score 70/100
Use to evaluate the current state of a diamond. Checks theory gates, confidence levels, and recommends next action.
Score 70/100
Progress a diamond from one phase to the next. Runs all required theory gate checks, validates evidence, and at Deliver->Complete runs the executable Definition of Done checklist.
Score 70/100
Unified Diary System: A context-preserving automated logger for multi-project development.
Score 70/100
Create and evaluate documentation using the Diátaxis framework. Use when writing, organizing, or auditing documentation to ensure it serves distinct user needs through four…
Score 70/100
Applies the Diataxis framework to create or improve technical documentation. Use when being asked to write high quality tutorials, how-to guides, reference docs, or explanations,…
Score 70/100
Automate Dice.com Easy Apply searches and applications with Puppeteer/Chromium, resume and cover-letter uploads, remote-role filtering, and conservative application guardrails.
Score 70/100
Instructions for fixing speech-to-text errors and improving text quality in gh-aw documentation and workflows
Score 70/100
Transform raw speech-to-text dictation into polished prose while preserving the author's natural voice
Score 70/100
Automate Dictionary API tasks via Rube MCP (Composio). Always search tools first for current schemas.
Score 70/100
Document pedagogical design decisions in educational materials using the didactic LaTeX package and \ltnote command.
Score 70/100
Met en relation alimentation et symptômes pour identifier des déclencheurs possibles. À utiliser quand l'utilisateur suspecte qu'un aliment ou un repas aggrave ses symptômes.
Score 70/100
Methods for assessing what people actually eat — 24-hour recall, food frequency questionnaires, diet diaries, biomarkers, duplicate-plate studies, and controlled feeding.
Score 70/100
Konsultant dietetyczny analizujący zakupy Pingo Doce. Używaj gdy użytkownik pyta o dietę, zdrowie, odżywianie, zakupy spożywcze, blind spots żywieniowe, lub chce porady…
Score 70/100
Scaffold a playwright visual regression test suite that takes per-route full-page screenshots and compares against committed baselines.
Score 70/100
Verify profile isolation by diffing the declared inventory (script) against what's actually loaded in this Claude session (system-reminder)
Score 70/100
Analyze changesets with risk scoring, categorization by type/impact, and release note preparation
Score 70/100
Methodology for categorizing changes, assessing risks, and creating summaries from any changeset.
Score 70/100
Analyze git diffs for risk scoring, reviewer recommendations, and change classification
Score 70/100
Project marketplace installation progress by diffing declared sources before kickoff so the UI shows pending spinners without waiting on the clone.
Score 70/100
Uses DeepDiff to compare structured objects deeply and return precise additions, removals, value changes, and deltas instead of noisy line-based diffs.
Score 70/100
Preview and analyze git diffs with AI explanations. Use to understand changes before committing, get impact analysis, and compare branches or commits.
Score 70/100
Shows what changed in dotforge since the project's last sync, to decide whether running /forge sync is worthwhile.
Score 70/100
Get Gemini's code review of git changes after Claude makes edits. Trigger when user wants a second opinion on code changes ("have Gemini review my changes", "get code review from…
Score 70/100
Generate comprehensive, reviewer-ready code review documents from git diffs. Use this when the user provides code changes (git diff output, file changes, or asks to review code…
Score 70/100
Show changes to a git branch since your last commit, filtered to only files you touched. Use when user asks to see what others changed on their branch, review changes since they…
Score 70/100
Use dyff to compare YAML documents by structure and changed paths so agents can review configuration drift without the noise of plain line diffs.
Score 70/100
Automate Diffbot tasks via Rube MCP (Composio). Always search tools first for current schemas.
Score 70/100
Perform differential expression analysis of miRNAs between conditions using DESeq2 or edgeR with small RNA-specific considerations.
Score 70/100
Select and apply numerical differentiation schemes for PDE and ODE discretization — generate finite-difference stencils at arbitrary order and accuracy, choose between central,…
Score 70/100
Prepare for hard conversations - firing, performance issues, co-founder tensions, bad news
Score 70/100
Prépare une conversation difficile (conflit, annonce, confrontation) avec structure et formulations. Se déclenche aussi avec "conversation difficile", "comment dire à", "je dois…
Score 70/100
Structured approach to workplace conflicts, performance discussions, and challenging feedback using preparation-delivery-followup framework.
Score 70/100
Structured approach to workplace conflicts, performance discussions, and challenging feedback using preparation-delivery-followup framework.
Score 70/100
Master skill for hydrodynamic diffraction analysis - AQWA, OrcaWave, and BEMRosetta integration
Score 70/100