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Claude Skills by Miosa-osa
github.com/Miosa-osa276 skills9 installs363 views
- Create Agent> Define a new specialist agent with role, capabilities, triggers, and routing rules.Votes: 0GitHub stars: 229
- Create Operation> Define a new operation (a packaged workflow with agents, skills, and deliverables).Votes: 0GitHub stars: 229
- List Operations> List all defined operations with their status, agents, and deliverables.Votes: 0GitHub stars: 229
- Validate> Validate agent definitions, skill files, and operation configs for correctness.Votes: 0GitHub stars: 229
- Eval RagEvaluate retrieval and generation quality in RAG pipelines. Separate scoring for retrieval (recall, precision, MRR) and generation (faithfulness, relevance, completeness). End-to-end pipeline assessment with bottleneck identification. Triggers on: "eval rag", "rag evaluation", "retrieval evaluation", "rag quality", "rag metrics"Votes: 0GitHub stars: 229
- Judge PromptDesign binary pass/fail LLM-as-Judge evaluators. Structured prompt engineering for evaluation: criteria definition, rubric construction, few-shot calibration, and bias mitigation. Produces a ready-to-deploy judge prompt with scoring instructions. Triggers on: "judge prompt", "llm judge", "evaluator prompt", "scoring prompt", "grading rubric"Votes: 0GitHub stars: 229
- LatsLanguage Agent Tree Search - Monte Carlo planning - 92.7% on HumanEvalVotes: 0GitHub stars: 229
- Learning EngineSelf-learning system based on SICA, VIGIL, and Mem0 patterns. Auto-triggers after task completion. Captures patterns, consolidates memory, generates skills, recovers from errors.Votes: 0GitHub stars: 229
- Meta PromptingSelf-improving prompts through meta-level optimizationVotes: 0GitHub stars: 229
- Prompt Cache OptimizerOptimize token usage through prompt caching and compressionVotes: 0GitHub stars: 229
- React PatternThought-Action-Observation loop for transparent reasoningVotes: 0GitHub stars: 229
- ReflectionSelf-correction via critique loop - 18.5 percentage point improvementVotes: 0GitHub stars: 229
- Self ConsistencySample multiple paths, select most consistent - +17.9% on GSM8KVotes: 0GitHub stars: 229
- Skeleton Of ThoughtParallel generation through skeleton-first approach for 2x speedupVotes: 0GitHub stars: 229
- Synthetic DataGenerate diverse synthetic test inputs via dimension-based tuple generation. Defines variation dimensions, enumerates combinations, filters for relevance, and produces labeled test cases. For LLM eval pipelines, training data augmentation, and stress testing. Triggers on: "synthetic data", "generate test data", "test inputs", "data generation", "augment data"Votes: 0GitHub stars: 229
- Tree Of ThoughtsMulti-path reasoning with evaluation and backtracking - 74% success on complex tasksVotes: 0GitHub stars: 229
- Validate EvaluatorCalibrate LLM-as-Judge evaluators against human labels. Computes TPR, TNR, precision, recall, F1, and Cohen's kappa. Detects systematic biases and recommends prompt corrections. Produces a calibration report with confidence intervals. Triggers on: "validate evaluator", "calibrate judge", "judge accuracy", "evaluator validation", "judge metrics"Votes: 0GitHub stars: 229
- AuditMulti-domain audit with weighted scoring. Spawns parallel subagents per audit domain. Each check has severity weight and category weight. Produces a quantified health score (0-100) with prioritized findings. Supports security, code quality, performance, compliance, and custom domains. Triggers on: "audit", "assess", "evaluate quality", "score"Votes: 0GitHub stars: 229
- Error AnalysisGuided analysis of LLM traces to categorize and pattern-match failures. Reads execution traces, classifies failure modes, detects recurring patterns, and produces actionable taxonomy of errors. For diagnosing why an LLM system fails and where to focus improvement effort. Triggers on: "error analysis", "analyze failures", "failure patterns", "trace analysis", "debug eval"Votes: 0GitHub stars: 229
- Eval AuditAudit an LLM evaluation pipeline for correctness, coverage, and reliability. 6 diagnostic areas with structured Check/Finding output. Produces prioritized findings by severity and recommends next skills to run. Catches common eval pitfalls before they corrupt your metrics. Triggers on: "eval audit", "audit evals", "evaluation audit", "check eval pipeline", "eval health"Votes: 0GitHub stars: 229
- Graph9 graph analysis operations for knowledge networks: triangles (synthesis opportunities), bridges (critical connectors), clusters (isolated subgraphs), hubs (high-degree nodes), siblings (unconnected items sharing topics), forward/backward traversal, orphans, and staleness scan. The analytical lens on your knowledge structure. Triggers on: "graph", "connections", "network analysis", "knowledge map"Votes: 0GitHub stars: 229
- HealthWorkspace health diagnostics. Runs targeted checks against the knowledge base: orphaned content, stale signals, missing cross-references, index drift, duplicate detection, broken references, embedding coverage, and quality distribution. Color-coded severity output. Triggers on: "health", "diagnose", "check health", "knowledge base status"Votes: 0GitHub stars: 229
- StatsWorkspace metrics dashboard. Tracks growth rate, connection density, pipeline throughput, health score trends, budget consumption, and agent utilization over time. Includes trend detection for spotting degradation or acceleration. Triggers on: "stats", "metrics", "dashboard", "workspace numbers"Votes: 0GitHub stars: 229
- Edit> Revise existing content for clarity, accuracy, and signal-to-noise ratio.Votes: 0GitHub stars: 229
- SlidesCreate animation-rich HTML presentations from scratch or convert PowerPoint. Progressive disclosure pipeline: content discovery, style discovery, generation. Zero-dependency single HTML file output. Anti-AI-slop guardrails for natural, professional presentations. Triggers on: "slides", "presentation", "slide deck", "create slides", "convert pptx", "html presentation"Votes: 0GitHub stars: 229
- Summarize> Compress content to a target length while preserving key signal.Votes: 0GitHub stars: 229
- Translate> Convert content between genres while preserving the core signal.Votes: 0GitHub stars: 229
- Write> Generate content in the correct genre for the target receiver.Votes: 0GitHub stars: 229
- BoardVisual task management dashboard. Terminal-based kanban board, tiled agent status view, and progress tracking. Shows all agents, their current tasks, budget consumption, and overall workspace health at a glance. Triggers on: "board", "dashboard", "kanban", "status board", "show agents"Votes: 0GitHub stars: 229
- CheckoutAtomic task locking. Ensures only one agent works on a task at a time. Returns 409 Conflict if already locked. Auto-releases on agent death or timeout. Prevents double-work and wasted compute in multi-agent systems. Triggers on: "checkout", "lock task", "claim task", "reserve"Votes: 0GitHub stars: 229
- DelegateAssign work to a specific workspace agent or external runtime. Picks the right adapter (Claude for reasoning, Codex for bulk changes, Gemini for multimodal). Creates tasks with parent chain tracking for full delegation lineage. Triggers on: "delegate", "assign", "hand off", "send to agent"Votes: 0GitHub stars: 229
- HeartbeatAgent wake-up and health monitoring protocol. 9-step startup cycle that grounds the agent in identity, fetches tasks, selects work, and begins execution. Also serves as a periodic health check — detect stalled or dead agents. Scheduled or event-triggered. Triggers on: "heartbeat", "wake up", "agent health", "check agents"Votes: 0GitHub stars: 229
- InboxPoint-to-point messaging between agents. Send, broadcast, receive, and peek at messages. File-based implementation using JSON in inbox directories with atomic writes. Includes event log for full message history. The communication backbone. Triggers on: "inbox", "message", "send to", "broadcast", "check messages"Votes: 0GitHub stars: 229
- PayAuthorize agent payments via Machine Payments Protocol (MPP). Handles microtransactions, API purchases, service subscriptions within budget governance. Triggered by pay, purchase, buy, transaction, payment, MPP, commerce.Votes: 0GitHub stars: 229
- SpawnLaunch a specialized agent for a subtask. Assigns identity, workspace scope, available commands, and communication protocol. Supports tmux-based (visual) or subprocess (headless) execution backends. The primary way to parallelize work. Triggers on: "spawn", "launch agent", "start worker", "parallelize"Votes: 0GitHub stars: 229
- AutoresearchAutonomous iterative improvement loop. Agent modifies code, verifies against metrics, keeps improvements or reverts failures, and repeats. Uses git as memory — each change is committed, measured, and kept or discarded. Runs until a target metric is hit or max iterations reached. Triggers on: "autoresearch", "auto improve", "iterative improvement", "autonomous loop", "hill climb"Votes: 0GitHub stars: 229
- Cli AnythingTransform any GUI application into an agent-controllable CLI. 7-phase pipeline: analyze the GUI, design CLI commands, implement adapters, plan tests, write tests, document, and publish. Produces a standalone CLI tool that wraps GUI functionality for automation. Triggers on: "cli anything", "gui to cli", "make cli", "wrap gui", "automate application"Votes: 0GitHub stars: 229
- Commit> Stage changes, generate a meaningful commit message, and commit.Votes: 0GitHub stars: 229
- Create Pr> Create a pull request with summary, test plan, and proper labeling.Votes: 0GitHub stars: 229
- Create SpecGuided spec creation through 9 phases from discovery to testing strategy. Supports spec types: library, feature, change. Produces a complete specification document with requirements, architecture, constraints, and YAML test data. Interactive or autonomous modes. Triggers on: "create spec", "write spec", "spec out", "specification", "design document"Votes: 0GitHub stars: 229
- Debug> Systematic bug investigation: reproduce, isolate, hypothesize, fix, verify, prevent.Votes: 0GitHub stars: 229
- Deploy> Build, validate, and deploy to target environment.Votes: 0GitHub stars: 229
- Lint> Run linters and formatters, report issues, auto-fix where possible.Votes: 0GitHub stars: 229
- Refactor> Restructure code for clarity and maintainability without changing behavior.Votes: 0GitHub stars: 229
- Review> Thorough code review across correctness, security, performance, and maintainability.Votes: 0GitHub stars: 229
- TddEnforces Test-Driven Development discipline with RED-GREEN-REFACTOR cycleVotes: 0GitHub stars: 229
- Test> Run test suite, report coverage, flag failures with diagnostics.Votes: 0GitHub stars: 229
- ApproveHuman-in-the-loop approval gates. Creates approval requests for high-stakes actions like hiring agents, strategy proposals, or budget overrides. Tracks states from pending through approved/rejected/revision_requested. Blocks execution until resolved. Triggers on: "approve", "approval", "review request", "sign off"Votes: 0GitHub stars: 229
- Budget3-tier budget enforcement for AI agent workspaces. Visibility dashboards (always on), soft alerts at 80% threshold, hard ceilings at 100% that auto-pause agents. Tracks per-agent, per-task, and per-project costs in both tokens and dollars. Triggers on: "budget", "cost", "spending", "token usage", "billing"Votes: 0GitHub stars: 229
- HireAdd an agent to a workspace from the agent library. Proposes agent configuration including name, role, capabilities, adapter, and budget. Requires board approval via /approve before onboarding. Completes with identity setup and coordination prompt. Triggers on: "hire", "add agent", "onboard agent", "recruit"Votes: 0GitHub stars: 229