Browse Skills — Page 57
32,502 public skills · showing 5,601–5,700
- 100/100
causal-chain-tracing
yogsoth-ai/de-anthropocentric-research-engine
Trace UDE to root cause via IF...THEN...BECAUSE logic chains
- 100/100
causal-claim-extraction
yogsoth-ai/de-anthropocentric-research-engine
Extract all causal claims (X causes Y, X leads to Y, X enables Y) from an artifact, producing a structured list of cause-effect pairs.
- 100/100
causal-diagnosis
microsoft/AutoSaddler
Use before proposing a mutation to diagnose measured failures from evaluator outcomes, traces, history, and the controlling candidate surfaces.
- 100/100
causal-genomics-colocalization-analysis
swaruplab/operon
Test whether two or more traits share a causal variant at a locus using Bayesian colocalization (coloc.abf, coloc.susie, HyPrColoc, moloc, eCAVIAR, SMR/HEIDI, PWCoCo, SharePro). Use when integrating GWAS with eQTL/sQTL/pQTL/mQTL, distinguishing shared causal variants from LD-driven coincidence, handling allelic heterogeneity, choosing between single-causal vs multi-causal methods, picking PP.H4 thresholds, running sensitivity over p12, or harmonising summary statistics for colocalization.
- 100/100
causal-genomics-effector-gene-prioritization
swaruplab/operon
Maps GWAS-implicated loci to candidate effector (causal) genes by integrating variant-to-gene (V2G) features via Open Targets L2G (Mountjoy 2021), MAGMA gene-based association (de Leeuw 2015), FUMA SNP2GENE, cS2G combined SNP-to-gene scores (Gazal 2022), Polygenic Priority Scores (PoPS, Weeks 2023), FLAMES, INQUISIT, DEPICT, and enhancer-gene predictors (ABC, ENCODE-rE2G). Use when narrowing a GWAS lead locus to a candidate causal gene, picking between proximity, eQTL-based, and similarity-based prioritizers, integrating multi-evidence streams (fine-mapping, colocalization, ABC enhancer-gene, distance, chromatin), reconciling discordant L2G vs PoPS calls, prioritizing tissue-specific eQTL evidence, or triangulating across at least three independent lines of evidence for a publication-grade effector-gene nomination.
- 100/100
causal-genomics-fine-mapping
swaruplab/operon
Resolves GWAS associations to candidate causal variants and credible sets via SuSiE, susie_rss, FINEMAP, CAVIAR, DAP-G, PAINTOR, PolyFun, SuSiEx, MultiSuSiE, and FOCUS. Use when narrowing a GWAS lead SNP to a 95 percent credible set, choosing between in-sample and reference LD, calibrating non-sparse loci with SuSiE-inf or FINEMAP-inf, integrating functional priors via PolyFun, fine-mapping across ancestries with SuSiEx, diagnosing LD mismatch via estimate_s_rss and kriging_rss, handling HLA or long-range LD, or feeding credible sets into coloc.susie for colocalization.
- 100/100
causal-genomics-genetic-correlation
swaruplab/operon
Estimate bivariate genetic correlation (rg) between traits from GWAS summary statistics or individual-level genotypes using cross-trait LDSC, HDL, LAVA, rho-HESS, GREML-bivariate, Popcorn, and HDL-L. Use when quantifying shared genetic architecture between two traits, screening MR validity before causal inference, distinguishing global from locus-level rg, estimating trans-ancestry rg, separating partial from full causation via LCV gcp, or producing a STROBE-MR-compliant cross-trait sensitivity battery. Cross-trait LDSC intercept absorbs sample overlap and is NOT a bias; HDL is biased under sample overlap above ~5%. High rg between exposure and outcome motivates CHP-aware MR sensitivity (CAUSE, LHC-MR).
- 100/100
causal-genomics-genomic-sem
swaruplab/operon
Fits structural equation models to GWAS summary statistics using GenomicSEM (Grotzinger 2019), including common-factor models, confirmatory factor models, ESEM, common-factor GWAS with Q_SNP heterogeneity, multivariate Wald tests, and stratified GenomicSEM partitioned heritability. Reconciles results against MTAG multi-trait analysis. Handles sample overlap via the LDSC sampling-covariance matrix, identifies and resolves Heywood cases, and verifies model fit with CFI / RMSEA. Use when modeling latent genetic architecture across correlated traits, running multivariate GWAS on a shared factor, distinguishing factor-mediated from trait-specific SNP effects, or comparing GenomicSEM common-factor results against MTAG when both depend on accurate sampling covariance.
- 60/100
causal-genomics-heritability-partitioning
swaruplab/operon
Estimate SNP heritability and partition it across functional annotations, cell types, and loci from GWAS summary statistics or individual-level genotypes. Implements LDSC, stratified LDSC with the baseline-LD model, Finucane 2018 cell-type prioritization, LDAK SumHer, HDL, HESS local heritability, BOLT-REML, GCTA-GREML, graphREML, and Popcorn cross-population genetic correlation. Use when computing total h2_SNP from summary stats, partitioning heritability across functional categories, prioritizing trait-relevant tissues or cell types from ENCODE/Roadmap chromatin marks, reconciling LDSC vs LDAK enrichment estimates, computing local heritability with HESS, estimating genetic correlation between traits, or producing publication-grade enrichment with calibrated sensitivity to model assumptions.
- 100/100
causal-genomics-mediation-analysis
swaruplab/operon
Decompose total effects into direct and indirect paths through mediators using mediation, CMAverse 4-way, HIMA/HIMA2 high-dimensional, BAMA, two-step / MVMR mediation, or double-ML medDML. Use when testing whether a molecular phenotype (expression, methylation, protein) mediates a treatment-outcome relationship, decomposing exposure-mediator interaction via VanderWeele 4-way, screening high-dimensional EWAS mediators, or running MR-based mediation when sequential ignorability is implausible.
- 100/100
causal-genomics-mendelian-randomization
swaruplab/operon
Estimate causal effects of an exposure on an outcome from GWAS summary statistics using genetic instruments. Implements IVW (fixed/random), MR-Egger, weighted median/mode, MR-RAPS, CAUSE, GSMR-HEIDI, MR-PRESSO, MVMR, MR-Clust, LCV, and LHC-MR via TwoSampleMR, MendelianRandomization, MR-PRESSO, cause, and lhcMR. Use when testing causal direction between traits, evaluating drug-target effects via cis-pQTL/cis-eQTL, performing multivariable mediation MR, distinguishing causation from correlated horizontal pleiotropy, or producing STROBE-MR-compliant sensitivity batteries.
- 100/100
causal-genomics-pleiotropy-detection
swaruplab/operon
Detect and adjust for horizontal pleiotropy in two-sample Mendelian randomization by distinguishing uncorrelated (UHP) from correlated (CHP) pleiotropy and choosing among Egger, MR-PRESSO, MR-RAPS, CAUSE, LHC-MR, LCV, MR-Clust, MR-Mix, and contamination-mixture methods. Use when validating an MR causal claim, running the STROBE-MR sensitivity battery, suspecting a shared heritable confounder, working under weak-instrument or polygenic-exposure regimes, or reconciling discordant estimates across robust methods.
- 100/100
causal-genomics-proteome-mr-drug-target
swaruplab/operon
Runs cis-pQTL Mendelian randomization for drug-target validation using UKB-PPP (Olink), deCODE (SomaScan), Fenland, INTERVAL, ARIC, and FinnGen-PPP proteomes plus colocalization triangulation, phenome-wide on-target adverse-effect scans, cross-platform Olink/SomaScan replication, and PAV (protein-altering variant) sensitivity. Use when nominating or de-risking a drug target from plasma-proteome GWAS, mimicking pharmacological inhibition via cis-pQTL instruments, separating shared-causal from LD-confounded signal under the Schmidt 2020 cis-MR framework, screening on-target adverse phenotypes pheWAS-style, or producing publication-grade STROBE-MR plus PP.H4 evidence for a target gene.
- 100/100
causal-genomics-transcriptome-wide-association
swaruplab/operon
Performs gene-level association from GWAS summary statistics via genetically predicted tissue expression using FUSION, PrediXcan, S-PrediXcan, S-MultiXcan, UTMOST, MOSTWAS, kTWAS, EpiXcan, TIGAR-V2, and probabilistic fine-mapping with FOCUS and MA-FOCUS. Use when running TWAS from GWAS sumstats, prioritising candidate causal genes from a GWAS lead locus, picking single-tissue vs cross-tissue models, identifying LD-induced TWAS false positives, choosing ancestry-matched prediction weights, fine-mapping co-regulated TWAS hits, or triangulating TWAS with cis-eQTL Mendelian randomization and colocalization to nominate a causal gene.
- 100/100
causal-inference-root-cause
lyndonkl/claude
Systematically investigates causal relationships to identify true root causes rather than correlations or symptoms. Distinguishes genuine causation from spurious associations, tests competing explanations, and designs interventions addressing underlying drivers. Use when investigating why something happened, debugging systems, analyzing failures, evaluating policy impacts, or when user mentions root cause, causal chain, confounding, spurious correlation, or asks "why did this really happen?"
- 100/100
causal-necessity-testing
yogsoth-ai/de-anthropocentric-research-engine
Tactic: Extract causal claims, evaluate probability of necessity (PN) and sufficiency (PS) for each, classify into necessity-sufficiency quadrants.
- 100/100
causal-tree-building
yogsoth-ai/de-anthropocentric-research-engine
Build logical causal trees from symptoms to root causes — list UDEs, connect causal chains, validate logic, locate root causes. Combines ishikawa-decomposition, current-reality-tree, and clr-validation SOPs.
- 100/100
causation-consequence
Tibsfox/gsd-skill-creator
Causal reasoning in historical analysis. Covers distinguishing immediate from underlying causes, tracing chains of causation across time scales, identifying unintended consequences, and applying counterfactual reasoning to assess causal significance. Use when analyzing why historical events occurred, evaluating the relative weight of causes, or assessing whether outcomes were inevitable or contingent.
- 100/100
caveman
alirezarezvani/claude-skills
Ultra-short replies that cut tokens about 75% by dropping filler, articles and pleasantries while staying technically accurate. Use whenever the user says caveman mode, talk like caveman, use caveman, less tokens, be brief, too wordy, or invokes /caveman.
- 100/100
caveman-commit
HoangNguyen0403/agent-skills-standard
>
- 100/100
caveman-compress
HoangNguyen0403/agent-skills-standard
>
- 100/100
caveman-review
HoangNguyen0403/agent-skills-standard
>
- 100/100
cbioportal-database
jaechang-hits/SciAgent-Skills
Cancer genomics (TCGA et al.) via cBioPortal REST API. Retrieve somatic mutations, CNAs, expression, clinical data (survival/stage/treatment) across thousands of studies. Use for TMB, oncoprints, survival analysis. For population frequencies use gnomad-database; for drug-gene interactions use opentargets-database.
- 100/100
cbioportal-skill
openai/plugins
Submit compact cBioPortal API requests for studies, molecular profiles, mutations, clinical data, and samples. Use when a user wants concise cBioPortal summaries
- 100/100
cc-agy
Dianel555/DSkills
|
- 100/100
cc-changelog
oliver-kriska/claude-elixir-phoenix
|
- 100/100
cc-codex
Dianel555/DSkills
|
- 100/100
cc-connect
TerminalSkills/skills
>-
- 100/100
cc-devops-skills
seaworld008/Commonly-used-high-value-skills
SRE, DevOps, Kubernetes, CI/CD, PromQL, Terraform, Docker, and incident operations playbook for building reliable delivery and operations workflows.
- 100/100
cc-skill-backend-patterns
benjaminasterA/antigravity-awesome-skills
Backend architecture patterns, API design, database optimization, and server-side best practices for Node.js, Express, and Next.js API routes.
- 100/100
cc-skill-backend-patterns-v2
diegosouzapw/awesome-omni-skills
Backend Development Patterns workflow skill. Use this skill when the user needs Backend architecture patterns, API design, database optimization, and server-side best practices for Node.js, Express, and Next.js API routes and the operator should preserve the upstream workflow, copied support files, and provenance before merging or handing off.
- 90/100
cc-skill-clickhouse-io
benjaminasterA/antigravity-awesome-skills
ClickHouse database patterns, query optimization, analytics, and data engineering best practices for high-performance analytical workloads.
- 90/100
cc-skill-clickhouse-io-v2
diegosouzapw/awesome-omni-skills
ClickHouse Analytics Patterns workflow skill. Use this skill when the user needs ClickHouse database patterns, query optimization, analytics, and data engineering best practices for high-performance analytical workloads and the operator should preserve the upstream workflow, copied support files, and provenance before merging or handing off.
- 100/100
cc-skill-coding-standards
benjaminasterA/antigravity-awesome-skills
Universal coding standards, best practices, and patterns for TypeScript, JavaScript, React, and Node.js development.
- 100/100
cc-skill-coding-standards-v2
diegosouzapw/awesome-omni-skills
Coding Standards & Best Practices workflow skill. Use this skill when the user needs Universal coding standards, best practices, and patterns for TypeScript, JavaScript, React, and Node.js development and the operator should preserve the upstream workflow, copied support files, and provenance before merging or handing off.
- 100/100
cc-skill-continuous-learning
benjaminasterA/antigravity-awesome-skills
Development skill from everything-claude-code
- 100/100
cc-skill-continuous-learning-v2
diegosouzapw/awesome-omni-skills
cc-skill-continuous-learning workflow skill. Use this skill when the user needs Development skill from everything-claude-code and the operator should preserve the upstream workflow, copied support files, and provenance before merging or handing off.
- 100/100
cc-skill-frontend-patterns
benjaminasterA/antigravity-awesome-skills
Frontend development patterns for React, Next.js, state management, performance optimization, and UI best practices.
- 100/100
cc-skill-frontend-patterns-v2
diegosouzapw/awesome-omni-skills
Frontend Development Patterns workflow skill. Use this skill when the user needs Frontend development patterns for React, Next.js, state management, performance optimization, and UI best practices and the operator should preserve the upstream workflow, copied support files, and provenance before merging or handing off.
- 100/100
cc-skill-project-guidelines-example
benjaminasterA/antigravity-awesome-skills
Project Guidelines Skill (Example)
- 100/100
cc-skill-project-guidelines-example-v2
diegosouzapw/awesome-omni-skills
Project Guidelines Skill (Example) workflow skill. Use this skill when the user needs Project Guidelines Skill (Example) and the operator should preserve the upstream workflow, copied support files, and provenance before merging or handing off.
- 90/100
cc-skill-security-review
benjaminasterA/antigravity-awesome-skills
Use this skill when adding authentication, handling user input, working with secrets, creating API endpoints, or implementing payment/sensitive features. Provides comprehensive security checklist a...
- 90/100
cc-skill-security-review-v2
diegosouzapw/awesome-omni-skills
Security Review Skill workflow skill. Use this skill when the user needs This skill ensures all code follows security best practices and identifies potential vulnerabilities. Use when implementing authentication or authorization, handling user input or file uploads, or creating new API endpoints and the operator should preserve the upstream workflow, copied support files, and provenance before merging or handing off.
- 90/100
cc-skill-security-review-v3
diegosouzapw/awesome-omni-skills
Security Review Skill workflow skill. Use this skill when the user needs This skill ensures all code follows security best practices and identifies potential vulnerabilities. Use when implementing authentication or authorization, handling user input or file uploads, or creating new API endpoints and the operator should preserve the upstream workflow, copied support files, and provenance before merging or handing off.
- 100/100
cc-skill-strategic-compact
benjaminasterA/antigravity-awesome-skills
Development skill from everything-claude-code
- 100/100
cc-skill-strategic-compact-v2
diegosouzapw/awesome-omni-skills
cc-skill-strategic-compact workflow skill. Use this skill when the user needs Development skill from everything-claude-code and the operator should preserve the upstream workflow, copied support files, and provenance before merging or handing off.
- 100/100
cc-version-analysis
popup-studio-ai/bkit-claude-code
|
- 100/100
cc-workflow-ai-editor
breaking-brake/cc-wf-studio
AI workflow editor for CC Workflow Studio. Create and edit visual AI agent workflows through interactive conversation using MCP tools (get_workflow_schema, get_current_workflow, apply_workflow, update_nodes). Use when the user wants to create a new workflow, modify an existing workflow, or edit the workflow canvas in CC Workflow Studio via the built-in MCP server.
- 100/100
cco-review
alirezarezvani/claude-skills
Challenge a churn, retention, segment or CS hiring plan. Use whenever asked or /c-level-agents:cco-review.
- 100/100
ccpa
Sushegaad/Claude-Skills-Governance-Risk-and-Compliance
>
- 100/100
ccpa-compliance
TerminalSkills/skills
>-
- 100/100
ccpa-cpra-privacy-expert
borghei/Claude-Skills
>
- 100/100
ccupp-password-profiler
wgpsec/AboutSecurity
使用 ccupp 基于社工信息生成弱口令字典。ccupp 是中文场景下最完整的密码画像工具——输入目标的姓名、生日、电话、身份证等信息,自动生成拼音变体、日期变体、文化数字(520/1314/888)组合的密码字典。当需要对目标人员做定向弱口令爆破、社工密码猜测、或者通用弱口令字典不够用需要定制化字典时使用此技能
- 100/100
ccw
catlog22/Claude-Code-Workflow
Intelligent coordinator — classify intent via structured extraction (action × object × style), map to skill chain, execute wave-by-wave via spawn_agents_on_csv. Barrier skills trigger coordinator-side artifact analysis between waves to dynamically assemble subsequent skill_call args. Each wave can be 1 or N parallel tasks.
- 100/100
ccw-chain
catlog22/Claude-Code-Workflow
Chain-based CCW workflow orchestrator. Intent analysis, workflow routing, and Skill pipeline execution via progressive chain loading. Triggers on "ccw chain", "chain ccw", "workflow chain".
- 100/100
ccw-cli-tools
catlog22/Claude-Code-Workflow
CLI tools execution specification (gemini/claude/codex/qwen/opencode) with unified prompt template, mode options, and auto-invoke triggers for code analysis and implementation tasks. Supports configurable CLI endpoints for analysis, write, and review modes.
- 100/100
ccw-help
catlog22/Claude-Code-Workflow
CCW command help system. Search, browse, recommend commands, skills, teams. Triggers "ccw-help", "ccw-issue".
- 100/100
ccwf-cli
breaking-brake/cc-wf-studio
Use the `ccwf` CLI (from @cc-wf-studio/cli) to render, validate, preview, export, or run cc-wf-studio workflow JSON files from the terminal. Apply whenever the user mentions viewing, visualizing, checking, executing, or converting a workflow under `.vscode/workflows/` (or any `*workflow*.json`), wants a Mermaid diagram of a workflow, asks to "see" / "preview" / "open" a workflow, or wants to run a workflow as a Claude Code Skill without opening VSCode.
- 100/100
ccxt
HKUDS/Vibe-Trading
CCXT unified crypto exchange library (100+ exchanges). Free public market data. Fallback when OKX is unavailable.
- 50/100
cdk-escape
wgpsec/AboutSecurity
使用 CDK 进行容器环境渗透和逃逸。当已进入容器环境(Docker/K8s Pod)需要评估逃逸可能性、利用容器漏洞、或进行容器内信息收集时使用。CDK 集成了容器环境评估、多种逃逸技术(privileged/mount/cgroup/lxcfs/runc/内核漏洞)、容器内横向移动。拿到容器 shell 后第一步就应该运行 CDK 评估。涉及容器逃逸、Docker 渗透、K8s 安全、容器提权的场景使用此技能
- 100/100
cdk-patterns
diegosouzapw/awesome-omni-skills
cdk-patterns workflow skill. Use this skill when the user needs Common AWS CDK patterns and constructs for building cloud infrastructure with TypeScript, Python, or Java. Use when designing reusable CDK stacks and L3 constructs and the operator should preserve the upstream workflow, copied support files, and provenance before merging or handing off.
- 100/100
cdk-patterns-v2
diegosouzapw/awesome-omni-skills
cdk-patterns workflow skill. Use this skill when the user needs Common AWS CDK patterns and constructs for building cloud infrastructure with TypeScript, Python, or Java. Use when designing reusable CDK stacks and L3 constructs and the operator should preserve the upstream workflow, copied support files, and provenance before merging or handing off.
- 95/100
vercel-labs/cdn-caching
vercel-labs/hatchery
Debug Vercel CDN caching — cache hit rate, stale content, revalidation behavior, ISR + PPR, per-request cache reasons (cacheReason) and PPR state (ppr_state), and costs.
- 95/100
openai/cdn-caching
openai/plugins
Debug Vercel CDN caching — cache hit rate, stale content, revalidation behavior, ISR + PPR, per-request cache reasons (cacheReason), and costs.
- 100/100
cdo-review
alirezarezvani/claude-skills
Use for /c-level-agents:cdo-review, or to challenge a plan touching training-data rights, data architecture or data monetization.
- 100/100
cdp
browser-use/desktop
Drive Browser Use Desktop's assigned Chromium target via the DevTools Protocol from JavaScript. Run snippets through the bundled `browser-harness-js` CLI; it auto-spawns a long-lived Bun HTTP server holding a CDP `Session`, and every call executes against the same persistent connection.
- 100/100
cdr-platform-automation
ComposioHQ/awesome-claude-skills
"Automate Cdr Platform tasks via Rube MCP (Composio). Always search tools first for current schemas."
- 35/100
cds-accessibility
coinbase/cds
|
- 100/100
cds-code
coinbase/cds
|
- 100/100
cds-design-to-code
coinbase/cds
|
- 100/100
cds-docs
coinbase/cds
|
- 100/100
cds-migrator-transform
coinbase/cds
|
- 100/100
ce-agent-native-architecture
EveryInc/compound-engineering-plugin
Build applications where agents are first-class citizens. Use this skill when designing autonomous agents, creating MCP tools, implementing self-modifying systems, or building apps where features are outcomes achieved by agents operating in a loop.
- 100/100
ce-agent-native-audit
EveryInc/compound-engineering-plugin
Run comprehensive agent-native architecture review with scored principles
- 100/100
ce-brainstorm
EveryInc/compound-engineering-plugin
Explore requirements and approaches through collaborative dialogue, then write a right-sized requirements document. Use when the user says "let''s brainstorm", "what should we build", or "help me think through X", presents a vague or ambitious feature request, or seems unsure about scope or direction -- even without explicitly asking to brainstorm.
- 100/100
ce-clean-gone-branches
EveryInc/compound-engineering-plugin
Clean up local branches whose remote tracking branch is gone. Use when the user says "clean up branches", "delete gone branches", "prune local branches", "clean gone", or wants to remove stale local branches that no longer exist on the remote. Also handles removing associated worktrees for branches that have them.
- 100/100
ce-code-review
EveryInc/compound-engineering-plugin
Structured code review using tiered persona agents, confidence-gated findings, and a merge/dedup pipeline. In interactive mode it applies safe, verified fixes and commits them when the working tree is clean (it never pushes); in mode:agent it reports only and the caller applies. Use when reviewing code changes before creating a PR.
- 100/100
ce-commit
EveryInc/compound-engineering-plugin
Create a git commit with a clear, value-communicating message. Use when the user says "commit", "commit this", "save my changes", "create a commit", or wants to commit staged or unstaged work. Produces well-structured commit messages that follow repo conventions when they exist, and defaults to conventional commit format otherwise.
- 100/100
ce-commit-push-pr
EveryInc/compound-engineering-plugin
Commit, push, and open a PR with an adaptive, value-first description that scales in depth with the change. Use when the user says "commit and PR", "ship this", "create a PR", or "open a pull request". Also handles description-only flows ("write a PR description", "rewrite the PR body", "describe this PR") without committing or pushing.
- 100/100
ce-compound
EveryInc/compound-engineering-plugin
Document a recently solved problem to compound your team's knowledge or CONCEPTS.md, the project's shared domain vocabulary.
- 100/100
ce-compound-refresh
EveryInc/compound-engineering-plugin
Refresh stale learning and pattern docs under docs/solutions/ by reviewing them against the current codebase, then updating, consolidating, or deleting drifted ones. Use when the user asks to "refresh my learnings", "audit docs/solutions/", "clean up stale learnings", or "consolidate overlapping docs", or when ce-compound flags an older doc as superseded. Do not trigger for general refactor, debugging, or code-review work unless the user has explicitly pointed at docs/solutions/.
- 100/100
ce-debug
EveryInc/compound-engineering-plugin
Systematically find root causes and fix bugs. Use when debugging errors, investigating test failures, reproducing bugs from issue trackers (GitHub, Linear, Jira), or when stuck on a problem after failed fix attempts. Also use when the user says ''debug this'', ''why is this failing'', ''fix this bug'', ''trace this error'', or pastes stack traces, error messages, or issue references.
- 100/100
ce-demo-reel
EveryInc/compound-engineering-plugin
Capture a visual demo reel (GIF, terminal recording, screenshots) for PR descriptions. Use when shipping UI changes, CLI features, or any work with observable behavior that benefits from visual proof. Also use when asked to add a demo, record a GIF, screenshot a feature, show what changed visually, create a demo reel, capture evidence, add proof to a PR, or create a before/after comparison.
- 100/100
ce-dhh-rails-style
EveryInc/compound-engineering-plugin
This skill should be used when writing Ruby and Rails code in DHH's distinctive 37signals style. It applies when writing Ruby code, Rails applications, creating models, controllers, or any Ruby file. Triggers on Ruby/Rails code generation, refactoring requests, code review, or when the user mentions DHH, 37signals, Basecamp, HEY, or Campfire style. Embodies REST purity, fat models, thin controllers, Current attributes, Hotwire patterns, and the "clarity over cleverness" philosophy.
- 100/100
ce-doc-review
EveryInc/compound-engineering-plugin
Review requirements or plan documents using parallel persona agents that surface role-specific issues. Use when a requirements document or plan document exists and the user wants to improve it.
- 80/100
ce-dogfood-beta
EveryInc/compound-engineering-plugin
[BETA] Dogfood the active branch end-to-end as a QA engineer. Diffs the branch against main, builds an exhaustive browser test matrix of every change (full user journeys, not just features), drives the app with agent-browser, then auto-fixes issues, adds regression tests, and commits each fix until the matrix is green. Use when you want a hands-off 'test everything we just built and make it actually work' pass before shipping.
- 100/100
ce-frontend-design
EveryInc/compound-engineering-plugin
Build web interfaces with genuine design quality, not AI slop. Use for any frontend work - landing pages, web apps, dashboards, admin panels, components, interactive experiences. Activates for both greenfield builds and modifications to existing applications. Detects existing design systems and respects them. Covers composition, typography, color, motion, and copy. Verifies results via screenshots before declaring done.
- 100/100
ce-gemini-imagegen
EveryInc/compound-engineering-plugin
This skill should be used when generating and editing images using the Gemini API (Nano Banana Pro). It applies when creating images from text prompts, editing existing images, applying style transfers, generating logos with text, creating stickers, product mockups, or any image generation/manipulation task. Supports text-to-image, image editing, multi-turn refinement, and composition from multiple reference images.
- 100/100
ce-ideate
EveryInc/compound-engineering-plugin
Generate and critically evaluate grounded ideas about a topic. Use when asking what to improve, requesting idea generation, exploring surprising directions, or wanting the AI to proactively suggest strong options before brainstorming one in depth. Triggers on phrases like 'what should I improve', 'give me ideas', 'ideate on X', 'surprise me', 'what would you change', or any request for AI-generated suggestions rather than refining the user's own idea.
- 100/100
ce-optimize
EveryInc/compound-engineering-plugin
Run metric-driven iterative optimization loops -- define a measurable goal, run parallel experiments, measure each against hard gates or LLM-as-judge scores, keep improvements, and converge on the best solution. Use when optimizing clustering quality, search relevance, build performance, prompt quality, or any measurable outcome that benefits from systematic experimentation.
- 100/100
ce-plan
EveryInc/compound-engineering-plugin
Create structured plans for multi-step tasks -- software features, research workflows, events, study plans, or any goal that benefits from breakdown. Also deepens existing plans with interactive sub-agent review. Use when the user says 'plan this', 'create a plan', 'how should we build', 'break this down', or when a brainstorm doc is ready for planning. Use 'deepen the plan' or 'deepening pass' for the deepening flow. For exploratory requests, prefer ce-brainstorm first.
- 100/100
ce-polish
EveryInc/compound-engineering-plugin
Start the dev server, open the feature in a browser, and iterate on improvements together. Manual invocation only — type /ce-polish to run it.
- 100/100
ce-product-pulse
EveryInc/compound-engineering-plugin
Generate a time-windowed pulse report on what users experienced and how the product performed - usage, quality, errors, signals worth investigating. Use when the user says 'run a pulse', 'show me the pulse', 'how are we doing', 'weekly recap', 'launch-day check', or passes a time window like '24h' or '7d'. Configures via .compound-engineering/config.local.yaml and saves reports to docs/pulse-reports/.
- 100/100
ce-promote
EveryInc/compound-engineering-plugin
Draft user-facing announcement and marketing copy for a feature that just shipped — an X post or thread, a changelog blurb, a LinkedIn post, an email, a blog intro, or a short demo script. Spiral-agnostic by default; voice-matched via the Spiral CLI when it is installed and authed. Use when the user says 'promote this', 'draft the announcement', 'write the launch copy', 'market this feature', 'announce this feature', 'write the release tweet', or 'ce-promote'.
- 5/100
ce-proof
EveryInc/compound-engineering-plugin
Run human-in-the-loop review loops over markdown via Proof (proofeditor.ai) — share, view, comment on, edit, and sync collaborative docs. Use when the user says "view this in proof", "share to proof", "HITL this doc", or wants a shared markdown review surface for a spec, plan, or draft, including handoffs from ce-brainstorm, ce-ideate, or ce-plan. Do not trigger on "proof" meaning evidence, math proofs, proof-of-concept, or "proofread this".
- 100/100
ce-release-notes
EveryInc/compound-engineering-plugin
Summarize recent compound-engineering plugin releases, or answer a specific question about a past release with a version citation. Use when the user types `/ce-release-notes` or asks "what changed in compound-engineering recently?" or "what happened to `<skill-name>`?".
- 100/100
ce-report-bug
EveryInc/compound-engineering-plugin
Report a bug in the compound-engineering plugin
- 100/100
ce-resolve-pr-feedback
EveryInc/compound-engineering-plugin
Resolve PR review feedback by evaluating validity and fixing issues in parallel. Use when addressing PR review comments, resolving review threads, or fixing code review feedback.
- 100/100
ce-riffrec-feedback-analysis
EveryInc/compound-engineering-plugin
Riffrec product-feedback workflow. ALWAYS load when the user posts a `riffrec-*.zip`, a bundle with `session.json` + `events.json` + `recording.webm` + `voice.webm`, a video/audio recording for product feedback, or asks how to capture and share Riffrec sessions. Routes between setup, quick bug report, and extensive analysis.
- 100/100
ce-sessions
EveryInc/compound-engineering-plugin
Search and ask questions about coding agent session history across Claude Code, Codex, and Cursor. Use when asking what was worked on, what was tried before, how a problem was investigated across sessions, what happened recently, or any question about past agent sessions. Also use when the user references prior sessions, previous attempts, or past investigations — even without saying 'sessions' explicitly.
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