Capture failures, corrections, and repeatable lessons so important operational knowledge persists across sessions.
Score 70/100
Self-reflection + Self-criticism + Self-learning + Self-organizing memory. Agent evaluates its own work, catches mistakes, and improves permanently.
Score 70/100
Cross-project learning engine with automatic failure capture and context-aware memory compression
Score 70/100
Self-optimization loop that analyzes system performance, identifies failure patterns, and improves skill prompts autonomously.
Score 70/100
Use after producing a deliverable and before handoff to run a fixed-rubric self-critique and revise cycle. Reduces hallucination and drift.
Score 70/100
Upgrade vellum to the latest version, restart the assistant, and restart the gateway
Score 70/100
Foundation skill for sem (semantic diff CLI) integration. Provides detection, install-on-first-use, and output normalization patterns for consumer skills.
Score 70/100
変更を意味のある最小単位に分割し Conventional Commits でコミット。Use when: コミット / commit などでコミットを依頼されたとき。
Score 70/100
Aggressively remove grammatical scaffolding LLMs reconstruct while preserving meaning-carrying content. Output may be fragments.
Score 70/100
Use when a page ranks for a keyword but isn't in the top 3 and you want to know exactly what's missing.
Score 70/100
semantic-release automates version calculation, changelog generation, tagging, and package publishing from conventional commits and CI runs.
Score 70/100
Access the Semantic Scholar Graph API to search papers and retrieve paper/author/citation data when you need literature discovery or citation graph exploration.
Score 70/100
Search local document folders using natural language. Use when the user
Score 70/100
Resolve semantic theme keys into terminal-safe colors with contextual overrides before rendering text.
Score 70/100
OpenSite Semantic UI Builder patterns. Use when working on the AI-powered site builder (handlers/semantic_builder.rs, handlers/semantic_ui_agent.rs in Octane), the component…
Score 70/100
Automate Semanticscholar tasks via Rube MCP (Composio). Always search tools first for current schemas.
Score 70/100
Builds custom Semgrep rules using the Semgrep pattern syntax and semgrep CLI. Generates YAML rule files with metavariable patterns, taint tracking, and autofix transformations.
Score 70/100
Executes Semgrep static analysis using the semgrep CLI with custom YAML rule packs. Supports --config auto for community rules, parses JSON output via --json flag, and integrates…
Score 70/100
Creates language variants of existing Semgrep rules. Use when porting a Semgrep rule to specified target languages.
Score 70/100
Erkennt Marker26-Muster in Dialogen, deutet Framings semiotisch und erzeugt ethisch begrenzte Reframings sowie Mikro-Interventionen.
Score 70/100
Analyze code changes and determine semantic version bumps. Detect breaking changes automatically, suggest version bump (major/minor/patch), generate changelog entries, and…
Score 70/100
Use when the user wants to send a direct message on X (Twitter), read DM history with a recipient, or manage their DM inbox. Covers one-to-one DM sends only; no bulk blasting.
Score 70/100
Use when user wants to send or upload a file, photo, video, voice note, or document on Telegram via their personal account.
Score 70/100
Use when user wants to send a text message on Telegram as their personal account via MTProto, text someone, or message a contact by username, phone, or chat ID.
Score 70/100
Use when the user wants to send a team notification — campaign updates, performance alerts, approval requests, or status updates — via Slack or Intercom.
Score 70/100
Use when the user wants to generate and deliver a performance report via Slack, email, or Google Sheets, including KPI summaries, trend analysis, and recommendations.
Score 70/100
Automate Sendbird AI Chabot tasks via Rube MCP (Composio). Always search tools first for current schemas.
Score 70/100
Automate Sendbird tasks via Rube MCP (Composio). Always search tools first for current schemas.
Score 70/100
Automate Sendfox tasks via Rube MCP (Composio). Always search tools first for current schemas.
Score 70/100
Constructs and sends transactional emails using the SendGrid v3 Mail Send API. Builds dynamic templates with Handlebars substitutions, manages suppression groups, and tracks…
Score 70/100
Manages transactional email delivery via SendGrid v3 Mail Send API with dynamic template rendering. Handles bounce processing, suppression group management, and event webhook…
Score 70/100
Automate Sendlane tasks via Rube MCP (Composio). Always search tools first for current schemas.
Score 70/100
Automate Sendloop tasks via Rube MCP (Composio). Always search tools first for current schemas.
Score 70/100
Automate Sendspark tasks via Rube MCP (Composio). Always search tools first for current schemas.
Score 70/100
**WORKFLOW SKILL** — Iteratively improve skill frontmatter compliance using the Ralph loop pattern. WHEN: \"run sensei\", \"sensei help\", \"improve skill\", \"fix frontmatter\",…
Score 70/100
Automate Sensibo tasks via Rube MCP (Composio). Always search tools first for current schemas.
Score 70/100
AI-assisted sensitivity review for representation, cultural accuracy, and potential reader concerns
Score 70/100
Framework for state-of-the-art sentence, text, and image embeddings. Provides 5000+ pre-trained models for semantic similarity, clustering, and retrieval.
Score 70/100
Language-independent tokenizer treating text as raw Unicode. Supports BPE and Unigram algorithms. Fast (50k sentences/sec), lightweight (6MB memory), deterministic vocabulary.
Score 70/100
Analyze user feedback data to identify segments with sentiment scores, JTBD, and product satisfaction insights.
Score 70/100
When the user wants to monitor reviews, mentions, and community sentiment about their own product. Also use when the user mentions "track our reviews", "what are people saying…
Score 70/100
Content sentiment and emotional tone analysis — quantify the emotional profile of your content (positive/negative/neutral, excitement/calm, confidence/uncertainty).
Score 70/100
Fetch and analyze Sentry issues, events, transactions, and logs. Helps agents debug errors, find root causes, and understand what happened at specific times.
Score 70/100
Advanced Sentry troubleshooting for complex SDK issues, silent event drops, source map failures, distributed tracing gaps, and SDK conflicts.
Score 70/100
Create and configure a Sentry internal integration so the assistant can manage issues, alerts, and releases under its own identity
Score 70/100
Automate Sentry tasks via Rube MCP (Composio): manage issues/events, configure alerts, track releases, monitor projects and teams. Always search tools first for current schemas.
Score 70/100
Troubleshoot common Sentry integration issues and fixes. Use when encountering Sentry errors, missing events, source map failures, rate limits, or configuration problems.
Score 70/100
Optimize Sentry costs, reduce event volume, and manage quota spend. Use when analyzing Sentry billing, reducing error/transaction volume, configuring sampling rates, or preventing…
Score 70/100
Configure GDPR-compliant data handling, PII scrubbing, and data retention policies in Sentry. Use when implementing beforeSend filters, server-side data scrubbing rules, IP…
Score 70/100
Configure Sentry for comprehensive desktop application crash reporting, error monitoring, performance tracking, and release health for Electron and native desktop apps
Score 70/100
Configure enterprise role-based access control, SSO/SAML2, and SCIM provisioning in Sentry. Use when setting up organization hierarchy, team permissions, identity provider…
Score 70/100
Implement advanced error capture and context enrichment with Sentry. Use when adding captureException/captureMessage calls, enriching errors with user context, tags, breadcrumbs,…
Score 70/100
Connects to the Sentry API v0 to analyze error trends, group similar stack traces using fingerprinting rules, and auto-assigns issues to code owners via GitHub CODEOWNERS…
Score 70/100
Triages application errors using the Sentry Web API (/api/0/issues/) and Sentry SDK breadcrumb data. Groups issues by stack trace similarity using Sentry fingerprinting rules and…
Score 70/100
Execute incident response procedures using Sentry error monitoring. Use when investigating production outages, triaging error spikes, classifying incident severity, or building…
Score 70/100
Analyzes Sentry project event streams via the Sentry Issues API to detect sudden spikes in error frequency.
Score 70/100
Scale Sentry for high-traffic applications handling millions of events per day. Use when optimizing SDK performance at high volume, implementing adaptive sampling, managing quotas…
Score 70/100
The official Sentry MCP server gives AI agents access to Sentry error tracking, issue management, and performance telemetry through the Model Context Protocol, enabling automated…
Score 70/100
Migrate to Sentry from other error tracking tools like Rollbar, Bugsnag, or New Relic. Use when replacing an existing error tracker with Sentry, running tools in parallel during a…
Score 70/100
Configure Sentry across development, staging, and production environments with separate DSNs, environment-specific sample rates, per-environment alert rules, and dashboard…
Score 70/100