receiving-code-review

67.9k

obra

Use when receiving code review feedback, before implementing suggestions, especially if feedback seems unclear or technically questionable - requires technical rigor and verification, not performative agreement or blind implementation

content-research-writer

39.6k

ComposioHQ

Assists in writing high-quality content by conducting research, adding citations, improving hooks, iterating on outlines, and providing real-time feedback on each section. Transforms your writing process from solo effort to collaborative partnership.

meeting-insights-analyzer

39.6k

ComposioHQ

Analyzes meeting transcripts and recordings to uncover behavioral patterns, communication insights, and actionable feedback. Identifies when you avoid conflict, use filler words, dominate conversations, or miss opportunities to listen. Perfect for professionals seeking to improve their communication and leadership skills.

llm-evaluation

29.9k

wshobson

Implement comprehensive evaluation strategies for LLM applications using automated metrics, human feedback, and benchmarking. Use when testing LLM performance, measuring AI application quality, or establishing evaluation frameworks.

code-review-excellence

29.9k

wshobson

Master effective code review practices to provide constructive feedback, catch bugs early, and foster knowledge sharing while maintaining team morale. Use when reviewing pull requests, establishing review standards, or mentoring developers.

interaction-design

29.9k

wshobson

Design and implement microinteractions, motion design, transitions, and user feedback patterns. Use when adding polish to UI interactions, implementing loading states, or creating delightful user experiences.

fetch-unresolved-comments

24.5k

mlflow

Fetch unresolved PR review comments using GitHub GraphQL API, filtering out resolved and outdated feedback.

reviewing-code

23.3k

jlowin

Review code for quality, maintainability, and correctness. Use when reviewing pull requests, evaluating code changes, or providing feedback on implementations. Focuses on API design, patterns, and actionable feedback.

copy-editing

21.8k

davila7

When the user wants to edit, review, or improve existing marketing copy. Also use when the user mentions 'edit this copy,' 'review my copy,' 'copy feedback,' 'proofread,' 'polish this,' 'make this better,' or 'copy sweep.' This skill provides a systematic approach to editing marketing copy through multiple focused passes.

code-review

21.8k

davila7

Perform code reviews following Sentry engineering practices. Use when reviewing pull requests, examining code changes, or providing feedback on code quality. Covers security, performance, testing, and design review.

feedback-mastery

21.8k

davila7

Navigate difficult conversations and deliver constructive feedback using structured frameworks. Covers the Preparation-Delivery-Follow-up model and Situation-Behavior-Impact (SBI) feedback technique. Use when preparing for difficult conversations, giving feedback, or managing conflicts.

constitutional-ai

21.8k

davila7

Anthropic's method for training harmless AI through self-improvement. Two-phase approach - supervised learning with self-critique/revision, then RLAIF (RL from AI Feedback). Use for safety alignment, reducing harmful outputs without human labels. Powers Claude's safety system.

iterate-pr

21.8k

davila7

Iterate on a PR until CI passes. Use when you need to fix CI failures, address review feedback, or continuously push fixes until all checks are green. Automates the feedback-fix-push-wait cycle.

difficult-workplace-conversations

21.8k

davila7

Structured approach to workplace conflicts, performance discussions, and challenging feedback using preparation-delivery-followup framework. Use when preparing for tough conversations, addressing conflicts, giving critical feedback, or navigating sensitive workplace discussions.

code-reviewer

21.8k

davila7

Comprehensive code review skill for TypeScript, JavaScript, Python, Swift, Kotlin, Go. Includes automated code analysis, best practice checking, security scanning, and review checklist generation. Use when reviewing pull requests, providing code feedback, identifying issues, or ensuring code quality standards.

fine-tuning-with-trl

21.8k

davila7

Fine-tune LLMs using reinforcement learning with TRL - SFT for instruction tuning, DPO for preference alignment, PPO/GRPO for reward optimization, and reward model training. Use when need RLHF, align model with preferences, or train from human feedback. Works with HuggingFace Transformers.

dx-optimizer

18.3k

sickn33

Developer Experience specialist. Improves tooling, setup, and workflows. Use PROACTIVELY when setting up new projects, after team feedback, or when development friction is noticed.

code-review-excellence

18.0k

sickn33

Master effective code review practices to provide constructive feedback, catch bugs early, and foster knowledge sharing while maintaining team morale. Use when reviewing pull requests, establishing...

llm-evaluation

18.0k

sickn33

Implement comprehensive evaluation strategies for LLM applications using automated metrics, human feedback, and benchmarking. Use when testing LLM performance, measuring AI application quality, or establishing evaluation frameworks.

iterate-pr

18.0k

sickn33

Iterate on a PR until CI passes. Use when you need to fix CI failures, address review feedback, or continuously push fixes until all checks are green. Automates the feedback-fix-push-wait cycle.

peer-review

10.8k

K-Dense-AI

Structured manuscript/grant review with checklist-based evaluation. Use when writing formal peer reviews with specific criteria methodology assessment, statistical validity, reporting standards compliance (CONSORT/STROBE), and constructive feedback. Best for actual review writing, manuscript revision. For evaluating claims/evidence quality use scientific-critical-thinking; for quantitative scoring frameworks use scholar-evaluation.

scholar-evaluation

10.8k

K-Dense-AI

Systematically evaluate scholarly work using the ScholarEval framework, providing structured assessment across research quality dimensions including problem formulation, methodology, analysis, and writing with quantitative scoring and actionable feedback.

copy-editing

10.3k

coreyhaines31

When the user wants to edit, review, or improve existing marketing copy. Also use when the user mentions 'edit this copy,' 'review my copy,' 'copy feedback,' 'proofread,' 'polish this,' 'make this better,' or 'copy sweep.' This skill provides a systematic approach to editing marketing copy through multiple focused passes.

github-pr-inline-reply

7.6k

Azure-Samples

Reply to inline PR review comments on GitHub pull requests using the GitHub API. Use this skill when you need to respond to individual review comments on a PR, acknowledge feedback, or mark comments as resolved by posting direct replies to comment threads.

agent-review

7.0k

civitai

Get external agent review and feedback. Routes Anthropic models through Claude Agent SDK (uses local subscription) and other models through OpenRouter API. Use for code review, architecture feedback, or any external consultation.

pr-writing-review

3.7k

evalstate

Extract and analyze writing improvements from GitHub PR review comments. Use when asked to show review feedback, style changes, or editorial improvements from a GitHub pull request URL. Handles both explicit suggestions and plain text feedback. Produces structured output comparing original phrasing with reviewer suggestions to help refine future writing.

trulens-evaluation-setup

3.1k

truera

Configure feedback functions and selectors for TruLens evaluations

Code Review

3.1k

atopile

LLM-focused code review process for this repo: what to check, how to ground feedback in invariants/tests, and how to verify changes efficiently (including test-report.json).

agentation

2.6k

benjitaylor

Add Agentation visual feedback toolbar to a Next.js project

meeting-insights-analyzer

2.5k

davepoon

Analyzes meeting transcripts and recordings to uncover behavioral patterns, communication insights, and actionable feedback. Identifies when you avoid conflict, use filler words, dominate conversations, or miss opportunities to listen. Perfect for professionals seeking to improve their communication and leadership skills.

content-research-writer

2.5k

davepoon

Assists in writing high-quality content by conducting research, adding citations, improving hooks, iterating on outlines, and providing real-time feedback on each section. Transforms your writing process from solo effort to collaborative partnership.

code-review

1.8k

mrgoonie

Use when receiving code review feedback (especially if unclear or technically questionable), when completing tasks or major features requiring review before proceeding, or before making any completion/success claims. Covers three practices - receiving feedback with technical rigor over performative agreement, requesting reviews via code-reviewer subagent, and verification gates requiring evidence before any status claims. Essential for subagent-driven development, pull requests, and preventing false completion claims.

tally

1.8k

openclaw

Create and edit Tally forms via API. Use when building surveys, feedback forms, or questionnaires programmatically. Supports all question types including text inputs, multiple choice, checkboxes, ratings (via workaround), and more.

roast-gen

1.8k

openclaw

Get your code roasted with humor and actually useful feedback. Use when you want honest code review.

communication-coach

1.8k

openclaw

Adaptive communication coaching that shapes speaking and writing behavior through reinforcement, scoring, and micro-interventions. Use when the user shares communications for feedback, requests practice scenarios, or during scheduled check-ins. Trains clarity, vocal control, presence, persuasion, emotional regulation, and boundary setting. Based on rhetoric, negotiation, and performance psychology frameworks.

interview-coach

1.8k

openclaw

Professional interview preparation and practice coach for job seekers. Use when Codex needs to help users prepare for job interviews, practice common interview questions, refine their answers, or understand interview strategies. Supports multiple interview types (technical, behavioral, case studies) and provides feedback on responses.

clawd-presence

1.8k

openclaw

Physical presence display for AI agents. Shows a customizable monogram (A-Z), status state, and current activity on a dedicated terminal/screen. Provides faster feedback than chat - glance at the display to see what the agent is doing. Use when setting up always-on agent visibility.

eureka-feedback

1.8k

openclaw

Request feedback or assistance from Eureka, the primary AI agent

confirm-form

1.8k

openclaw

Generate structured confirmation forms to collect user feedback on multiple questions. Use when completing work that needs user review, when multiple issues need batch confirmation, or when the user needs to choose between options with detailed context. Triggers include review, confirm, batch questions, multiple choices, need user input on several items.

jbx-fee-flows

1.8k

openclaw

JBX ecosystem fee flows and revenue streams for investor understanding. Use when: (1) explaining how JBX captures ecosystem value, (2) describing protocol fee flows, (3) showing revenue streams to JBX holders, (4) explaining NANA and REV relationships, (5) explaining layered fees on revnet cash outs and loans. Covers V5 protocol fees, revnet external protocol fees, the NANA-REV feedback loop, and JBX ownership stakes across ecosystem tokens.

productboard-search

1.8k

openclaw

Search and explore ProductBoard features, products, and feedback

reddit-insights

1.8k

openclaw

Search and analyze Reddit content using semantic AI search via reddit-insights.com MCP server. Use when you need to: (1) Find user pain points and frustrations for product ideas, (2) Discover niche markets or underserved needs, (3) Research what people really think about products/topics, (4) Find content inspiration from real discussions, (5) Analyze sentiment and trends on Reddit, (6) Validate business ideas with real user feedback. Triggers: reddit search, find pain points, market research, user feedback, what do people think about, reddit trends, niche discovery, product validation.

nano-triple

1.8k

openclaw

Generate 3 images with Nano Banana Pro using the same prompt. Pick the best, or give feedback on any option to get 3 refined versions.

clawface

1.8k

openclaw

Floating avatar widget for AI agents showing emotions, actions, and visual effects. Give your OpenClaw a face! Use when the user wants visual feedback, a floating status window, or to see agent emotions while it works. Triggers on "show avatar", "uruchom avatara", "pokaż avatara", "agent face", "visual feedback".

erc-8004

1.8k

openclaw

ERC-8004 Trustless Agents - Register, discover, and build reputation for AI agents on Ethereum. Use when registering agents on-chain, querying agent registries, giving/receiving reputation feedback, or interacting with the AI agent trust layer.

featurebase

1.8k

openclaw

Featurebase API for customer feedback, feature requests, changelogs, and support. Use for managing user feedback, tracking feature votes, responding to support requests, or publishing changelog updates.

content-research-writer

1.8k

sonofmagic

Assists in writing high-quality content by conducting research, adding citations, improving hooks, iterating on outlines, and providing real-time feedback on each section. Transforms your writing process from solo effort to collaborative partnership.

resolve-checks

1.7k

flowglad

Resolve all failing CI checks and address PR review feedback on the current branch's PR. Runs tests locally, fixes failures, incorporates valid review comments, and resolves addressed feedback. Use when CI is red, after receiving PR feedback, or before merging.