Agent skills
Skills you can use with AI coding agents, indexed from public GitHub repositories.
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recover
Post-compaction context recovery. Detects in-progress RPI and evolve sessions, loads knowledge, shows recent work and pending tasks. In Codex, it also prefers the explicit hookless lifecycle path. Triggers: "recover", "lost context", "where was I", "what was I working on".
boshu2/agentops 271
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complexity
Analyze code complexity and find refactor targets using radon/gocyclo. Triggers: "complexity", "analyze complexity", "find complex code", "refactor targets", "cyclomatic complexity", "code metrics".
boshu2/agentops 271
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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|api). 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. 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 with Codex session agents. Fresh context per agent (Ralph Wiggum pattern). 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