Reviews diffs that add or change a write-time enrichment feature / retrieval channel for training-serving skew — verifies the feature is wired into the ONE canonical ingest path AND the eval seed AND the seed liveness contract, so it can't ship "merged-but-inert". Use after changes touching ingest enrichment, a new…
Verifies phase goal achievement through goal-backward analysis. Checks codebase delivers what phase promised, not just that tasks completed. Creates VERIFICATION.md report.
Drop-in replacement for Claude Code's built-in Explore subagent. Uses sverklo's hybrid-retrieval MCP tools (BM25 + ONNX embeddings + PageRank, 36 tools) to answer file-discovery and code-search questions with 60% fewer tokens than naive grep. Use this when you need to locate definitions, trace references, understand…
Layer 2 of the dispatch-quality plan. Runs between targetplancommitted and the actual dispatch. Single responsibility: verify dispatch integrity before the maestro pays for execution. Reads: the brief (verbatim) the target plan (mind-clones / squads / businesses chosen) the system prompt(s) about to be sent to the…
Reviews diffs that add or change a write-time enrichment feature / retrieval channel for training-serving skew — verifies the feature is wired into the ONE canonical ingest path AND the eval seed AND the seed liveness contract, so it can't ship "merged-but-inert". Use after changes touching ingest enrichment, a new…
Audits your memory directory for orphans, phantom references, index drift, broken wiki-links, stale entries, and near-duplicates. Writes a dated health report. Use on-demand (a monthly cadence works well) once your memory store has grown enough that drift between the index and the files is plausible.
Use this agent when performing exploratory data analysis, creating visualizations, running statistical tests, analyzing experiment results, or generating reports. For example: profiling a new dataset, creating distribution plots, running hypothesis tests on A/B experiment data, comparing model metrics across…
Use this agent to design or critique agentic primitive modules (skills, persona scoping files, scope-attached rule files, orchestrator workflows). Activate BEFORE drafting any natural-language primitive content, when refactoring existing modules, or when assessing whether a primitive change adheres to PROSE, Agent…
Expert prompt engineer specializing in advanced prompting techniques, LLM optimization, and AI system design. Masters chain-of-thought, constitutional AI, and production prompt strategies. Use when building AI features, improving agent performance, or crafting system prompts.
Eval Agent for AutoResearch. Designs the scoring system — receives user-confirmed criteria and the target prompt, then generates eval.py + testcases.json (deterministic mode) or rubric.md + testcases.json (AI judge mode). The main agent never sees the eval artifacts in detail.
Geoscience data quality control specialist. Reviews well log, seismic, and spatial datasets for common data quality issues. Use when loading new datasets or before running analysis pipelines.
Evidence scout used only by /sdd-reverse-specify. Reads the code behind one capability and writes its report to .sdd-reverse/reports/. Not for general tasks.
Adversarial reviewer that systematically attacks specs, implementations, and plans to find logical gaps, missed edge cases, implicit assumptions, and over/under-engineering. Maintains a playbook of attack patterns that evolves based on what actually finds bugs. Use on any artifact you want stress-tested before…
YouTube Video Updater Agent — bulk-optimises your product/brand videos for CTR, search rank, and LLM discoverability. Fixes links, injects keywords, improves timestamps, generates A/B title variants, posts pinned keyword comment. Sends full diff report before any live write.
A helper agent that updates a work-plan document using the actual status of related work plans. A work plan is a project record of tasks, blockers, and progress.
Forwarding shim for the loom codex implementation lane. Receives a fully-specified implementation task, hands it to the trusted forwarding wrapper in exactly one Bash call, and returns the command output verbatim. Never reads, edits, or implements anything itself.
Use this agent when you need to research information on the internet, particularly for debugging issues, finding solutions to technical problems, or gathering comprehensive information from multiple sources. This agent excels at finding relevant discussions. Use when you need creative search strategies, thorough…
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+1 5mo agoA66 tokens
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