ReddRadar
Topic: llm-observability
23 skills in this topic.
-
manifest
Model Router for OpenClaw. Save up to 70% by routing requests to the right model. Choose LLM fallback to avoid API rate limits, set thresholds and reduce token consumption.
mnfst/manifest 4,297
-
uninstall-manifest-plugin
Remove Manifest from OpenClaw and reset to a direct model provider. Use when the user says "/uninstall-manifest-plugin", "uninstall manifest", "remove manifest", "reset openclaw", or wants to stop using Manifest routing and go back to direct provider access. Works for both cloud users (provider config only) and local users (plugin + provider config).
mnfst/manifest 4,297
-
setup-manifest-plugin
Configure Manifest as a model provider in OpenClaw. Use when the user says "/setup-manifest-plugin", "setup manifest", "connect manifest", "point openclaw to localhost", or wants to add Manifest as a model provider. For cloud users, sets up models.providers.manifest directly (no plugin). For local dev, configures the plugin. Accepts a port number and optional mode.
mnfst/manifest 4,297
-
manifest-status
Show current Manifest configuration as a diagnostic table. Use when the user says "/manifest-status", "manifest status", "show manifest config", "manifest settings", "is manifest installed", "check manifest", or wants to see the current Manifest routing setup. Outputs a table and nothing else.
mnfst/manifest 4,297
-
ensure-manifest-docs-consistency
Check consistency of Manifest documentation across all sources (GitHub, website, ClawhHub, npm, skills) against the actual codebase. Produces a dissonance report with tables. Use when the user says "/ensure-manifest-docs-consistency", "check manifest docs", "docs consistency", or wants to audit Manifest documentation for contradictions.
mnfst/manifest 4,297
-
user-general-facts
Capture and organize general facts about the user by topic
memodb-io/Acontext 3,311
-
daily-logs
Track daily activity logs and summaries for the user. TRIGGER BY: read/edit user memory
memodb-io/Acontext 3,311
-
acontext-installer
Install Acontext, Login & Init Acontext Project, Add Skill Memory to Agent.
memodb-io/Acontext 3,311
-
docs-writer
Write, update, and review Mintlify MDX documentation for Bifrost features. Explores the full codebase (UI, Go backend, config schema), validates config.json examples, places screenshot placeholders, and presents outlines for approval before writing. Invoked with /docs-writer <feature-name>, /docs-writer update <doc-path>, or /docs-writer review <doc-path>.
maximhq/bifrost 3,695
-
resolve-pr-comments
maximhq/bifrost 3,695
-
investigate-issue
Investigate a GitHub issue by fetching details, analyzing the codebase, researching documentation, and presenting an actionable implementation plan with test guidance. Use when asked to investigate, analyze, triage, or plan work for a GitHub issue. Invoked with /investigate-issue <ISSUE_ID> or /investigate-issue (prompts for ID).
maximhq/bifrost 3,695
-
e2e-test
maximhq/bifrost 3,695
-
changelog-writer
Write changelogs for Bifrost releases. Reads git history, bumps module versions following the core→framework→plugins→transport hierarchy, writes transports/changelog.md (enterprise-style) and per-module changelog.md files, and updates version files. Invoked with /changelog-writer or /changelog-writer <transport-version>.
maximhq/bifrost 3,695
-
add-model-price
Use when editing worker/src/constants/default-model-prices.json, packages/shared/src/server/llm/types.ts, pricing tiers, tokenizer IDs, or matchPattern regexes for OpenAI, Anthropic, Bedrock, Vertex, Azure, or Gemini model pricing.
langfuse/langfuse 24,320
-
vercel-react-best-practices
React and Next.js performance optimization guidelines from Vercel Engineering. This skill should be used when writing, reviewing, or refactoring React/Next.js code to ensure optimal performance patterns. Triggers on tasks involving React components, Next.js pages, data fetching, bundle optimization, or performance improvements.
langfuse/langfuse 24,320
-
vercel-composition-patterns
React composition patterns that scale. Use when refactoring components with boolean prop proliferation, building flexible component libraries, or designing reusable APIs. Triggers on tasks involving compound components, render props, context providers, or component architecture. Includes React 19 API changes.
langfuse/langfuse 24,320
-
turborepo
Turborepo monorepo build system guidance. Triggers on: turbo.json, task pipelines,
dependsOn, caching, remote cache, the "turbo" CLI, --filter, --affected, CI optimization, environment
variables, internal packages, monorepo structure/best practices, and boundaries.
Use when user: configures tasks/workflows/pipelines, creates packages, sets up
monorepo, shares code between apps, runs changed/affected packages, debugs cache,
or has apps/packages directories.
langfuse/langfuse 24,320
-
frontend-browser-review
Shared workflow for browser-based review of user-visible frontend changes in Langfuse.
Use when a change affects UI behavior, layout, styling, navigation, or browser-visible
regressions and should be checked with the Playwright MCP server before signoff.
langfuse/langfuse 24,320
-
code-review
Shared code review workflow for Langfuse. Use when reviewing a PR, branch, diff,
or local changes for correctness, regressions, risk, and missing tests.
Start with references/review-checklist.md for repo-specific review rules and
use package AGENTS.md files plus any matching shared skills when the change
touches those areas.
langfuse/langfuse 24,320
-
clickhouse-best-practices
MUST USE when reviewing ClickHouse schemas, queries, or configurations. Contains 28 rules that MUST be checked before providing recommendations. Always read relevant rule files and cite specific rules in responses.
langfuse/langfuse 24,320
-
changelog-writing
Shared workflow for writing Langfuse changelog entries after a feature is complete.
Use when a branch is ready for merge and a changelog entry or changelog draft is needed.
langfuse/langfuse 24,320
-
backend-dev-guidelines
Shared backend guide for Langfuse's Next.js 14, tRPC, BullMQ, and TypeScript monorepo. Use when creating or reviewing tRPC routers, public REST endpoints, BullMQ queue processors, backend services, middleware, Prisma or ClickHouse data access, OpenTelemetry instrumentation, Zod validation, env configuration, or backend tests across web, worker, or packages/shared.
langfuse/langfuse 24,320
-
agent-setup-maintenance
Shared workflow for editing Langfuse's repo-owned agent setup under `.agents/`.
Use when changing AGENTS files, shared skills, `.agents/config.json`,
generated shim behavior, provider discovery paths, or install-time agent sync.
langfuse/langfuse 24,320