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strands-agents

@strands-agents source repo

8 published skills

  1. ▌
    Strands Evals · strands-agents bundle
    Use when authoring evaluations with strands-agents-evals. Activates on tasks involving Case/Experiment construction, picking evaluators (Output, Trajectory, Helpfulness, Faithfulness, Coherence, Conciseness, ResponseRelevance, Harmfulness, Refusal, Stereotyping, InstructionFollowing, GoalSuccessRate, ToolSelection/ParameterAccuracy, Multimodal*), trace-based evaluation with mappers (CloudWatch, OpenSearch, OpenInference, LangChain OTel, Strands in-memory), simulators (ActorSimulator, ToolSimulator), failure detection and root-cause analysis (detect_failures, analyze_root_cause, diagnose_session), chaos / fault-injection testing (ChaosCase, ChaosExperiment, ChaosPlugin), red-team evaluation (RedTeamExperiment, AdversarialCaseGenerator, AttackSuccessEvaluator, attack strategies), or auto test-case generation (ExperimentGenerator). Trigger phrases include "evaluate this agent", "score the trajectory", "simulate a user", "diagnose the session", "generate test cases", "LLM-as-a-Judge", "inject tool failures", "cha
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  2. ▌
    Strands Review · strands-agents
    Local preview of the strands-agents/devtools `/strands review` agent. Body is the upstream Task Reviewer SOP verbatim — do not paraphrase. Use when the user types `/strands-review`, asks for a "strands review" of a PR, or wants to anticipate what the remote `/strands review` GitHub Action will flag. Findings are close but not identical to the remote agent. Strongly prefer running this skill in a fresh-context subagent rather than inline — the SOP is long and reviewer judgment is more reliable when it isn't entangled with the parent conversation's prior context.
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  3. ▌
    Docs Reviewer · strands-agents
    Review documentation drafts for voice consistency, structure, and terminology before PR submission. Use after completing a draft, when checking if docs are ready to ship, or automatically after docs-writer produces output. Also triggers on "review this draft", "check my docs", "is this ready to ship", "review before merging".
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  4. ▌
    Docs Planner · strands-agents
    Identify documentation gaps and prioritize the docs backlog. Use when planning a docs improvement sprint, after signals surface repeated friction, when new SDK features ship without docs, or for periodic health assessment. Also triggers on "plan docs work", "what docs need writing", "prioritize the backlog", "docs health check", "what should we document next".
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  5. ▌
    Pr Feedback · strands-agents bundle
    Fetches PR review feedback and inline comments, categorizes them, and presents options to the user. Use when the user asks to get, read, address, or fix review comments on a pull request.
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  6. ▌
    Pr Create · strands-agents
    Creates a GitHub pull request using the gh CLI. Use when the user asks to create, open, or submit a PR on GitHub.
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  7. ▌
    Pr Writer · strands-agents bundle
    Generates pull request titles and descriptions. Use when the user asks to create, open, write, draft, or generate a PR, pull request, or merge request description.
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  8. ▌
    Pre Push · strands-agents bundle
    Runs the local equivalent of the CI merge gate before you push. Detects which areas (Python, TypeScript, docs) your changes touch, auto-fixes what it can, then runs only those checks. Use when the user asks to run pre-push checks, get push-ready, verify changes before pushing or opening a PR, "make sure CI will pass", or check lint/tests/types locally.
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