Skills.
Give your AI a better way to work.
A skill is a set of written instructions that teaches an AI how to do one job the way it should be done: review a pull request, plan a migration, write the release notes.
Install one here and it travels with your account into Claude, Claude Code, Cursor and every other client you sign in with.
Category: Monitoring & ops
2,391 results · page 34 of 80
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han-feedbackSkillMonitoring & ops
Capture structured feedback on the Han skills and agents used in the current session and optionally post it as a GitHub issue to testdouble/han. Use at the end of any session where one or more han-* skills or agents ran, to rate a run, log what worked and what didn't, or submit observations for main
Ready to connect★ 263
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runbookSkillMonitoring & ops
Create or update a runbook for an operational scenario — an incident an alert fires for, a recurring scheduled task, or a known failure mode on a live service — using a consistent template. Use when writing, drafting, authoring, or updating a runbook for an alert, incident, on-call procedure, schedu
Ready to connect★ 263
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spike-consumer-forkedSkillMonitoring & ops
OI-3 spike harness — heavy consumer skill, FORKED arm. Builds an incident post-mortem and sources the readability standard mid-workflow via a forked (context fork) guidance skill. Use only when explicitly invoked by the spike harness with a TRIAL_ID and data path.
Ready to connect★ 263
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spike-consumer-inlineSkillMonitoring & ops
OI-3 spike harness — heavy consumer skill, INLINE arm. Builds an incident post-mortem and sources the readability standard mid-workflow via an inline (non-forked) guidance skill. Use only when explicitly invoked by the spike harness with a TRIAL_ID and data path.
Ready to connect★ 263
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ai-observabilitySkillMonitoring & ops
Use when adding Spring AI-specific model observations, token usage, latency, externally configured cost attribution, advisor telemetry, or protected prompt and completion logging. Use production-observability for general service metrics, health, logs, and OTLP setup.
Ready to connect★ 263
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denormalized-priority-column-stalenessSkillMonitoring & ops
Fix incorrect priority ordering when using denormalized aggregate columns. Use when: (1) Records are processed in wrong order despite ORDER BY on count/sum columns, (2) Top items by some metric aren't being selected first, (3) Aggregate columns show 0 or NULL for records that should have high values
Ready to connect★ 264
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fastly-compute-backend-production-setupSkillMonitoring & ops
Fix "Requested backend named 'X' does not exist" or TLS alert errors in Fastly Compute@Edge. Use when: (1) Backend works locally but fails in production with "backend does not exist", (2) TLS alert received (alert_id=0) errors when calling external APIs from Fastly, (3) Backends defined in fastly.to
Ready to connect★ 264
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ffmpeg-kit-macos-codesign-crashSkillMonitoring & ops
Fix Flutter macOS app crash at launch due to FFmpeg Kit library loading failure. Use when: (1) macOS app builds successfully but crashes immediately on launch, (2) Crash log shows "Library not loaded: libfontconfig.1.dylib" or similar homebrew library, (3) Error mentions "code signature not valid fo
Ready to connect★ 264
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flutter-macos-tcc-responsible-process-camera-denialSkillMonitoring & ops
Fix black camera/microphone preview in Flutter macOS apps launched via `flutter run` from a terminal emulator (cmux, iTerm, Terminal.app, VS Code integrated terminal, Cursor, etc.). Use when: (1) camera plugin reports initialized but preview is black with no frames, (2) logs show "initialization com
Ready to connect★ 264
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flutter-startup-network-blockingSkillMonitoring & ops
Fix slow Flutter app startup caused by blocking network operations during initialization. Use when: (1) App takes several seconds to show first frame, (2) Startup logs show sequential network operations (WebSocket connections, API calls), (3) Services initialize during startup that aren't needed unt
Ready to connect★ 264
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gorse-runasnonroot-failureSkillMonitoring & ops
Fix Gorse recommendation engine pods crashing with "user: unknown userid 65532" error. Use when: (1) Gorse master/server/worker pods show CrashLoopBackOff or Error status, (2) Logs show "failed to get user directory" with unknown userid, (3) Running gorse containers with runAsNonRoot security contex
Ready to connect★ 264
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gorse-worker-health-probe-fixSkillMonitoring & ops
Fix Gorse worker pods stuck in not-ready state due to failing health probes. Use when: (1) gorse-worker pods show 0/1 Ready but Running status, (2) Readiness probe using pgrep fails silently, (3) Worker logs show normal operation but pod never becomes ready, (4) Using zhenghaoz/gorse-worker image. T
Ready to connect★ 264
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media-kit-macos-codesign-crashSkillMonitoring & ops
Fix Flutter macOS app crash at launch due to media_kit library loading failure. Use when: (1) macOS app builds successfully but crashes immediately on launch, (2) Crash log shows "Library not loaded: @rpath/Ass.framework" or similar media_kit framework, (3) Error says "code signature not valid for u
Ready to connect★ 264
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nip98-url-query-param-mismatchSkillMonitoring & ops
Fix NIP-98 HTTP authentication 401 errors caused by URL mismatch between the `u` tag and what the server expects. Use when: (1) NIP-98 auth returns 401 with "URL mismatch" error, (2) Token creation succeeds but server rejects authentication, (3) Server logs show expected vs actual URL difference. CR
Ready to connect★ 264
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production-observabilitySkillMonitoring & ops
Use when adding service-wide Spring Boot 3 Actuator, Micrometer metrics, distributed tracing, OpenTelemetry export, structured logging, health probes, dashboards, or alerts. Combine with ai-observability only for Spring AI-specific token, prompt, and model telemetry.
Ready to connect★ 263
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riverpod-infinite-rebuild-loopSkillMonitoring & ops
Debug and fix infinite widget rebuild loops in Flutter apps using Riverpod state management. Use when: (1) Logs show "RAPID REBUILD" warnings or 50+ rebuilds in seconds, (2) UI becomes unresponsive or shows same content repeatedly, (3) Bug only affects slower devices or poor network conditions, (4)
Ready to connect★ 264
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spring-cloud-gatewaySkillMonitoring & ops
Use when building or changing a Spring Cloud Gateway on Spring Boot 3. Covers route design, authentication, header hygiene, rate limiting, retries, timeouts, observability, and testing.
Ready to connect★ 263
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tests-guard-intentional-workaroundsSkillMonitoring & ops
Before removing code that looks redundant, wasteful, or "wrong" based on log observations or code review instinct, grep the test suite for tests whose names describe the exact behavior you're about to remove. A test whose title literally describes the "weird" thing (e.g. "calls play() even when play
Ready to connect★ 264
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bloom-tutorSkillMonitoring & ops
Use when the user wants to systematically learn a subject with a one-on-one Socratic tutor — starting a new course, advancing to the next part of a subject, submitting learning feedback or saying '我读完了', or organizing/viewing the learning log. An interactive learning system based on Bloom's 2 Sigma.
Ready to connect★ 258
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pdcaSkillMonitoring & ops
Create Chinese monospaced compass-style PDCA or CAPD problem-solving cards using East-West-South-North-Center layout, full-width and half-width spaces, diagonal Unicode arrows, and strict Chinese character limits. Use when Codex needs to turn a problem, incident, decision tradeoff, root-cause analys
Ready to connect★ 259
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instrumentationSkillMonitoring & ops
Hermetic tracing instrumentation rules and validation. Covers the requirement for #[tracing::instrument(level = "debug", skip_all)] on all function definitions, run verification via bazel run //tools:check_instrument, and automatic pre-commit hook integration.
Ready to connect★ 257
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mcp-engine-ai-readinessSkillMonitoring & ops
Use when preparing or assessing a Power BI semantic model for Copilot, Fabric data agents, or natural-language Q&A — clear business terminology, unambiguous metrics, usable date defaults, focused field exposure, descriptions, AI instructions, AI data schema recommendations, verified-answer candidate
Ready to connect★ 256
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mcp-engine-security-governanceSkillMonitoring & ops
Use when creating or changing RLS roles, role filters, OLS permissions, perspectives, allow/deny/confirm policy rules, PII or numeric masking, or audit logging and evidence export, and when deciding whether a request needs security enforcement or only curation. For first-time guided setup of policie
Ready to connect★ 256
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apify-osint-threat-intelSkillMonitoring & ops
Use this skill when the user asks to "find CVEs for", "check if my domain is breached", "threat intel on", "OSINT on", "security news about", "attack surface of", "is this IP malicious", "what vulnerabilities affect", "security advisory for", "monitor threats for", "threat actor research", "recent e
Ready to connect★ 252
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pr-description-writerSkillMonitoring & ops
Write or rewrite pull request descriptions from a branch diff, commit range, existing PR, issue, upstream reference, specification, bug report, or review context. Use when an agent needs to create, update, or improve a PR body so it explains concrete code and behavior changes, why they were made, va
Ready to connect★ 253
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code-instrumentation-generatorSkillMonitoring & ops
Automatically instruments source code to collect runtime information such as function calls, branch decisions, variable values, and execution traces while preserving original program semantics. Use when users need to: (1) Add logging or tracing to code for debugging, (2) Collect runtime execution da
Ready to connect★ 252
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security-sensitive-path-instrumenterSkillMonitoring & ops
Instruments authentication, authorization, and input-handling code paths to monitor security-relevant events and states at runtime. Use this skill when developers need to add security monitoring and logging to their code, including tracking authentication attempts (login/logout), authorization decis
Ready to connect★ 252
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semantic-equivalence-verifierSkillMonitoring & ops
Analyzes and verifies semantic equivalence between two functions, classes, or modules by examining control flow, data flow, and observable behavior. Use when comparing code implementations (refactored vs original, different implementations of same functionality, migration verification), determining
Ready to connect★ 252
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bzfs-experimental-script-generatorSkillMonitoring & ops
Generate or change idiomatic minimal Bash and Python scripts that use bzfs and bzfs_jobrunner for ZFS snapshot management workflows in a sandboxed test VM: snapshot creation, replication/backup, restore rehearsal, snapshot pruning, snapshot monitoring, and snapshot list comparison. Use when asked to
Ready to connect★ 247
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testdriver:dashcamSkillMonitoring & ops
Record test execution with video and logs
Ready to connect★ 242
What is a skill?
A skill is plain text, usually a SKILL.md file and the scripts it refers to, written for an AI rather than for a person. It carries the steps, the house rules and the examples a good answer needs, so you stop pasting the same briefing into every new chat.
53,462 of the 53,895 skills listed here can be served through ahel today, and they come from public repositories. Each one has its own page with the instructions themselves on it, so you can read what a skill will tell your AI to do before you install it.
Install one and every AI you use gets it
Installing a skill adds it to your gateway and turns it on in the same step. Claude Code surfaces it as a slash command; any client can read the full instructions with the skill_read tool.
Nothing is copied into a project folder. The instructions are served from your account, so the same skill is there in every AI you connect, and turning it off removes it from all of them at once.