Agent skills
Skills you can use with AI coding agents, indexed from public GitHub repositories.
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rpi
Full RPI lifecycle orchestrator. Delegates to /discovery, /crank, /validation phase skills. One command, full lifecycle with complexity classification, --from routing, and optional loop. Triggers: "rpi", "full lifecycle", "research plan implement", "end to end".
boshu2/agentops 271
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harvest
Cross-rig knowledge consolidation. One-time sweep + ongoing tiered promotion. Walks all .agents/ directories, extracts learnings/patterns/research, deduplicates across rigs, and promotes high-value items to global hub. Triggers: "harvest", "consolidate knowledge", "cross-rig sweep", "knowledge federation", "harvest knowledge".
boshu2/agentops 271
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update
Reinstall all AgentOps skills globally from the latest source. Triggers: "update skills", "reinstall skills", "sync skills".
boshu2/agentops 271
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bug-hunt
Investigate suspected bugs or run proactive code audits. Triggers: "bug", "broken", "doesn't work", "failing", "investigate bug", "debug", "find the bug", "troubleshoot", "audit code", "find bugs in", "code audit", "hunt bugs".
boshu2/agentops 271
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implement
Execute a single issue with full lifecycle. Triggers: "implement", "work on task", "build this", "start feature", "pick up next issue", "work on issue".
boshu2/agentops 271
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knowledge-activation
Operationalize a mature .agents corpus into usable information. Consolidates packet layers, promotes a belief book, generates playbook candidates, compiles runtime briefings, and surfaces flywheel gaps. Triggers: "operationalize .agents", "turn dot agents into usable information", "knowledge activation", "knowledge flywheel outer loop", "activate knowledge corpus".
boshu2/agentops 271
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llm-wiki
Build and maintain a compounding external-knowledge wiki from clipped articles, papers, and transcripts. Triggers: "llm wiki", "ingest this", "second brain", "compile my reading", "wiki lint", "what do we know about <topic>". Based on Andrej Karpathy's LLM Wiki pattern (April 2026).
boshu2/agentops 271
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compile
Knowledge compiler. Reads raw .agents/ artifacts (learnings, research, patterns, retros, findings) and compiles them into an interlinked markdown wiki at .agents/compiled/. Pluggable LLM backend via AGENTOPS_COMPILE_RUNTIME (ollama|claude). Also runs Mine → Grow → Defrag maintenance cycle and Lint pass for gaps/contradictions. Triggers: "compile", "compile knowledge", "build wiki", "knowledge compile", "lint knowledge", "mine and grow", "knowledge defrag", "clean flywheel".
boshu2/agentops 271
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validation
Full validation phase orchestrator. Vibe + post-mortem + retro + forge. Reviews implementation quality, extracts learnings, feeds the knowledge flywheel. Triggers: "validation", "validate", "validate work", "review and learn", "validation phase", "post-implementation review".
boshu2/agentops 271
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review
Review incoming PRs, agent-generated changes, or diffs. Structured review with security, correctness, performance, and maintainability checks. Triggers: "review", "review PR", "review changes", "code review", "review this PR", "review agent output", "check this diff".
boshu2/agentops 271
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inject
Inject relevant knowledge into session context from .agents/ artifacts. Triggers: "inject knowledge", "recall context", SessionStart hook.
boshu2/agentops 271
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pr-plan
Plan an open source PR contribution. Takes pr-research output and produces scope, acceptance criteria, and risk assessment. Triggers: "pr plan", "contribution plan", "plan PR", "plan contribution".
boshu2/agentops 271
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perf
Performance profiling, benchmarking, regression detection, and optimization. Triggers: "perf", "performance", "benchmark", "profile", "slow", "optimize", "latency", "throughput", "memory leak", "perf regression".
boshu2/agentops 271
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readme
Generate a gold-standard README for any project. Interviews you about the problem, generates a draft following battle-tested patterns, then council-validates it. Triggers: "readme", "write readme", "generate readme", "improve readme", "rewrite readme".
boshu2/agentops 271
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using-agentops
Meta skill explaining the AgentOps operating model. Hook-capable runtimes inject it at session start; Codex uses it through the explicit startup fallback. Covers bookkeeping, validation, primitives, flows, the RPI lifecycle, and the skill catalog.
boshu2/agentops 271
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dream
Private overnight operator mode. Routes interactive Dream requests to the shared `ao overnight` engine for setup, bedtime runs, and morning reports. Use when the user wants to bootstrap Dream, run an overnight compounding pass, inspect Dream Council or DreamScape output, or review the latest morning report. Triggers: "dream", "overnight", "bedtime run", "morning report", "dream setup", "dream report", "dream council", "dreamscape".
boshu2/agentops 271
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swarm
Spawn isolated agents for parallel task execution. Auto-selects runtime-native teams (Claude Native Teams in Claude sessions, Codex sub-agents in Codex sessions). Triggers: "swarm", "spawn agents", "parallel work", "run in parallel", "parallel execution".
boshu2/agentops 271
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status
Single-screen dashboard showing current work, recent validations, flywheel health, and suggested next action. Triggers: "status", "dashboard", "what am I working on", "where was I".
boshu2/agentops 271
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evolve
Goal-driven v2 autonomous improvement loop. Runs the post-mortem, repo analysis, next-work selection, plan/pre-mortem, implementation, validation, and repeat cadence through /rpi and ao evolve. Also pulls from open beads when goals all pass and accepts ordered roadmaps via --queue. Use when you want to "improve", "iterate", "fix issues", "work through tasks", "evolve", "check goal fitness", "run improvement loop", "pick up next work", "postmortem and continue", or "run roadmap".
boshu2/agentops 271
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vibe
Comprehensive code validation. Runs complexity analysis then multi-model council. Answer: Is this code ready to ship? Triggers: "vibe", "validate code", "check code", "review code", "code quality", "is this ready".
boshu2/agentops 271
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provenance
Trace knowledge artifact lineage and sources. Find orphans, stale citations. Triggers: "where did this come from", "trace this learning", "knowledge lineage".
boshu2/agentops 271
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standards
Language-specific coding standards and validation rules. Provides Python, Go, Rust, TypeScript, Shell, YAML, JSON, and Markdown standards. Auto-loaded by /vibe, /implement, /doc, /bug-hunt, /complexity based on file types.
boshu2/agentops 271
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commit
Create a well-formed git commit from current changes using session history for rationale and summary; use when asked to commit, prepare a commit message, or finalize staged work.
openai/symphony 14,965
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debug
Investigate stuck runs and execution failures by tracing Symphony and Codex logs with issue/session identifiers; use when runs stall, retry repeatedly, or fail unexpectedly.
openai/symphony 14,965