Topic: ai-agents
18,135 skills in this topic.
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doc
Generates, validates, and syncs documentation for any repository type. Produces code-maps, checks doc coverage, finds missing docs, and validates existing documentation against code. Triggers: doc, documentation, code-map, doc coverage, validate docs, generate docs, sync docs, update docs, find missing docs.
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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codex-team
Use when you have 2+ tasks that Codex agents should execute. Runtime-native: Codex sub-agents when available, Codex CLI fallback otherwise. Handles file conflicts via merge/wave strategies. Triggers: "codex team", "spawn codex", "codex agents", "use codex for", "codex fix".
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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plan
Epic decomposition into trackable issues. Triggers: "create a plan", "plan implementation", "break down into tasks", "decompose into features", "create beads issues from research", "what issues should we create", "plan out the work".
boshu2/agentops 271
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release
Release your software. Pre-flight validation, changelog generation, version bumps, release commit, tag, curated release notes. Boundary: everything up to the git tag. Triggers: "release", "cut a release", "prepare release", "release check".
boshu2/agentops 271
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test
Test generation, coverage analysis, and TDD workflow. Triggers: "test", "generate tests", "test coverage", "write tests", "tdd", "add tests", "test strategy", "missing tests", "coverage gaps".
boshu2/agentops 271
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heal-skill
Automated skill maintenance. Detects and fixes common skill issues: missing frontmatter, name mismatches, unlinked references, empty directories, dead references, and Codex parity drift triage. Triggers: "heal-skill", "heal skill", "fix skills", "skill maintenance", "repair skills".
boshu2/agentops 271
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pr-validate
PR-specific validation: isolation, upstream alignment, quality, scope creep. Triggers: "validate PR", "pr validation", "check PR scope", "scope creep check", "isolation check".
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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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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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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pr-implement
Fork-based PR implementation with isolation check. Runs isolation check before starting work. Triggers: "implement PR", "implement contribution", "fork implementation", "code the PR".
boshu2/agentops 271
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forge
Mine transcripts for knowledge - decisions, learnings, failures, patterns. Triggers: "forge insights", "mine transcripts", "extract knowledge".
boshu2/agentops 271
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post-mortem
Wrap up completed work. Council validates the implementation, then extract and process learnings. Triggers: "post-mortem", "wrap up", "close epic", "what did we learn".
boshu2/agentops 271
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scaffold
Project scaffolding, component generation, and boilerplate setup. Triggers: "scaffold", "new project", "init project", "create project", "generate component", "setup project", "starter", "boilerplate".
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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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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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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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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red-team
Persona-based adversarial validation. Probes whether docs and skills actually work when someone with constraints tries to use them. Spawns context-restricted agents that attempt real tasks, then consolidates findings via council. Triggers: "red-team", "red team", "adversarial test", "persona test", "can someone use this", "usability test", "zero-context test".
boshu2/agentops 271
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handoff
Create structured handoff for session continuation. Triggers: handoff, pause, save context, end session, pick up later, continue later.
boshu2/agentops 271
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pre-mortem
Validate a plan or spec before implementation using multi-model council. Answer: Is this good enough to implement? Triggers: "pre-mortem", "validate plan", "validate spec", "is this ready".
boshu2/agentops 271
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openai-docs
Use when the user asks how to build with OpenAI products or APIs and needs up-to-date official documentation with citations (for example: Codex, Responses API, Chat Completions, Apps SDK, Agents SDK, Realtime, model capabilities or limits); prioritize OpenAI docs MCP tools and restrict any fallback browsing to official OpenAI domains.
boshu2/agentops 271