Microsoft Semantic Kernel planner and plugin setup for orchestrated AI
Multi-sensor fusion algorithms for perception in autonomous driving
단계적 사고 프로세스로 복잡한 문제 해결. 「단계적으로 생각해줘」「스텝바이스텝으로」「논리적으로 분석해줘」등으로 기동.
Plan multi-part content series: structure, cross-linking, cadence.
Service health monitoring: Discover, Check, Report in 3 phases.
SetFit few-shot learning for efficient intent classification with minimal data
현재 세션 플랜 표시. 「플랜 보여줘」「계획 진행 상황은?」「지금 플랜은?」등으로 기동.
Create a new SigNoz alert rule from a natural-language intent — threshold, anomaly, log-volume, error-rate, latency, or absent-data alerts across metrics, logs, traces, and…
Describe what an existing SigNoz alert rule does in plain language — the signal it watches, the threshold and evaluation behavior, the notification routing, and a one-line…
Diagnose why a SigNoz alert fired by correlating the alert's own signal with neighbor signals (error rate, latency, throughput, CPU/memory), traces, and logs around the fire…
Initialize or repair SigNoz MCP server configuration for Claude Code, Codex, Cursor, VS Code/GitHub Copilot, Claude Desktop, Gemini CLI, Devin CLI, Windsurf, Zed, Antigravity CLI,…
Run the full end-to-end observability setup for a service after its telemetry is already flowing into SigNoz — sequence SLI/SLO capture, data exploration (RED/USE), focused…
This skill should be used to route freeform text to the right Silver Bullet or GSD skill automatically
This skill should be used for SB-owned benchmark and adversarial evaluation workflows across agents, models, providers, prompts, or implementation approaches.
This skill performs branch finishing decisions before PR or merge: status, tests, docs, cleanup, and user choice.
This skill should be used for SB-orchestrated bug investigation and fix: triage → path A/B/C → TDD regression test → plan → execute → review → verify → ship
This skill should be used for SB-owned post-deploy canary and runtime watch evidence after releases, deploys, or high-risk runtime changes.
This skill independently verifies completion claims before SB accepts a phase, task, review, or release as done.
This skill captures phase context, decisions, assumptions, constraints, and open questions before planning.
This skill should be used to bootstrap, reconcile, and semantically audit complete task-level documentation updates from docs/doc-scheme.md + docs/doc-scheme.json
This skill executes an SB PLAN.md in controlled waves with TDD, evidence capture, and summary artifacts.
This skill should be used for 3-tier complexity triage: trivial → gsd-fast, medium → gsd-quick with flags, complex → silver-feature escalation.
This skill should be used when ending a session and needing a reusable, project-level handoff prompt for the next session.
This skill should be used for SB-owned incident response, postmortem, corrective action filing, and release/process feedback loops.
This skill should be used for external artifact ingestion: JIRA/Figma/Google Docs to SPEC.md + DESIGN.md via MCP connectors, plus cross-repo spec fetch with version pinning
This skill should be used to create, convert, or audit Silver Bullet workflows and atomic flows — analyzes reusable catalog AFs/workflows, plans with review-fix-ladder, implements…
This skill writes SB phase plans with dependencies, assumptions, waves, TDD policy, acceptance criteria, and verification steps.
This skill should be used for SB-orchestrated milestone release: silver-quality-gates → audit → gap-closure (max 2x) → docs → release notes → gsd-ship → gsd-complete-milestone
This skill should be used for SB-owned engineering retrospectives over a release, date range, incident cluster, or workflow history.
This skill performs SB-owned code review, records findings, and drives the fix loop.
This skill frames a code review request with scope, risks, artifacts, and reviewer instructions.
This skill should be used to read .planning/review-analytics.jsonl and produces summary reports showing pass rates, average rounds, and common findings by artifact type
This skill triages review findings, rejects weak findings, fixes valid blockers, and captures deferred work.
This skill performs SB phase shipping: final gates, branch/PR readiness, CI status, docs traceability, and handoff.
This skill should be used for AI-guided Socratic spec elicitation: interactive dialogue producing SPEC.md + REQUIREMENTS.md from scratch or augmenting an existing draft
This skill should be used for SB-owned test engineering: test writing, E2E route discovery, test repair, test audit, test performance, and mutation-style challenge workflows.
This skill verifies completed SB work against plan, spec, tests, UAT criteria, and artifact requirements.
This skill should be used for SB-owned isolated git worktree setup, finish, merge/PR handoff, and cleanup safety.
Techniques for minimizing simulation-to-reality gap and validating transfer
将 v2ray/clash 订阅或 URI 转换为 Sing-box 完整配置。
Use this skill to answer questions related to the Diamond Sutra (Mahayana Buddhism, Prajna division) and when the user seeks spiritual or psychological advice on letting go of…
Analyze failed GitHub Action jobs for a pull request. — from tools-only/X-Skills
Runs and analyzes eval test cases for Claude skills. Use when asked to "test a skill", "check if this skill works", "run evals", "verify skill quality", or after…
Analyze session work and automatically convert reusable patterns into Claude Code skills. Use when: "세션을 스킬로", "스킬 만들어", "이거 스킬로", "skill factory", "이 작업 자동화해", "스킬 추출", "make…
Lint a BDK skill or agent file for best practices and portability. Use when reviewing, creating, or editing a skill (skills/*.md) or agent (agents/*.md) to verify it meets BDK…
Package a locally built skill and publish it to the madebymadhouse/skills repo. Handles copying files, reviewing for internals to scrub, updating the README table, and pushing.
Use when [specific triggering conditions - what symptom or situation activates this skill]
Generate CHANGELOG.md entry from recent commits in conventional format. Also syncs the website changelog page.
Update website docs to match recent code changes, cross-validating every flag against source. Use this skill whenever the user asks to: update documentation, sync docs with code,…
상황 분석 후 최적 역할·접근법 자동 제안. 「리뷰해줘」「코드 품질 체크」「최적 접근법은?」등으로 기동.
Interface with SMT solvers for verification and synthesis
Snakemake workflow management skill for rule-based pipeline execution
Soil classification skill using USCS and AASHTO systems with SPT correlations
Compare multiple solutions for correctness and performance
Generate clear explanations of algorithm solutions
Safety of the Intended Functionality (ISO 21448) analysis support
Skill for spacecraft power system sizing and analysis
Skill for spacecraft thermal control system design and analysis
This skill should be used when the user mentions uneven spacing, alignment issues, inconsistent gaps between elements, mixed margin/gap strategies, navbar or toolbar spacing…
spaCy NER model training and entity extraction for conversational AI