jwilger/ai-plugins
Skill Claude CodeCodex
Use when the user asks to shape fuzzy planning, product/design/engineering tradeoffs, scope/spec/ticket plans, or says "challenge this/help me think"; delegate to an advisor subagent. Good for rough ideas, second opinions, load-bearing decisions, or scope cuts. Skip scoped implementation, narrow bugs, reviews, and…
jwilger/ai-plugins
Skill Claude CodeCodex
Use when planning or delivering an LLM or agentic-system project, especially for experiment loops, walking skeletons, demos, data stories, scope control, and release-readiness evidence.
jwilger/ai-plugins
Skill Claude CodeCodex
Use when designing, implementing, reviewing, or debugging LLM-backed or agentic systems, including prompts, structured outputs, tool use, RAG, agent loops, orchestration, observability, security, cost/provider routing, and AI delivery plans.
jwilger/ai-plugins
Skill Claude CodeCodex
Use when evaluating prompts, LLM features, agents, RAG, judges, tool-use policies, or any stochastic behavior where one successful run is not reliable evidence.
jwilger/ai-plugins
Skill Claude CodeCodex
Use when setting up a project-local eval harness for prompts, agents, judges, RAG, tools, or other LLM behavior, especially when the default should be free/OSS promptfoo with repo-owned artifacts.
jwilger/ai-plugins
Skill Claude CodeCodex
Use when a pull request or merge request needs to be driven to merge — monitoring current-head checks, classifying failures, handling review threads, and merging only after repository-required gates, across GitHub, Forgejo, or GitLab.
jwilger/ai-plugins
Skill Claude CodeCodex
Use when preparing to edit a feature, bug fix, refactor, documentation or configuration update, packaging or release work, migration, operational change, or other substantive repository change; classify it before editing and explicitly decide all ten surfaces from repository or supplied evidence.
jwilger/ai-plugins
Skill Claude CodeCodex
Use when a pushed CI run fails or before later work or pushes; coordinate multiple agents through Tiber's CI-recovery owner/lease, reproduce the exact recovery record, permit only a causal repair or unchanged-SHA rerun, and require terminal success.
jwilger/ai-plugins
Skill Claude CodeCodex
Use when choosing whether and how verified work should be committed, pushed, reviewed, and delivered under a repository's local workflow policy; local-only mode does not authorize a commit unless the user or repository requires one.
jwilger/ai-plugins
Skill Claude CodeCodex
Use when a development request needs lifecycle routing for diagnosis, implementation, review feedback, PR or MR creation, readiness, CI failure, verification, or delivery.
jwilger/ai-plugins
Skill Claude CodeCodex
Use when completing or claiming readiness for local-only changes, a branch, pull request, merge request, or merge-to-main; final review applies even when repository policy forbids publishing, including scope growth, proposed work splits, and medium-risk review-budget checkpoints.
jwilger/ai-plugins
Skill Claude CodeCodex
Use when selecting a model for delegated coding work or when a development workflow must escalate a helper to stronger reasoning.
jwilger/ai-plugins
Skill Claude CodeCodex
Use when writing, reviewing, or proposing a Git commit message for authored development work, including after an implementation increment is complete.
jwilger/ai-plugins
Skill Claude CodeCodex
Use when receiving human, automated, GitHub, CodeRabbit, or other review feedback before changing code.
jwilger/ai-plugins
Skill Claude CodeCodex
Use when a bug, failing test, broken command, unexpected output, or confusing runtime behavior appears.
jwilger/ai-plugins
Skill Claude CodeCodex
Use when implementing a feature, bugfix, production behavior change, removal, or refactor to decide whether RED applies and, when it does, work from one failing public behavior test at a time.
jwilger/ai-plugins
Skill Claude CodeCodex
Use when claiming work is done, fixed, passing, ready, reviewed, committed, or safe to merge.
jwilger/ai-plugins
Skill Claude CodeCodex
Use when creating or editing skills in this marketplace or preparing skill behavior fixtures.
jwilger/ai-plugins
Skill Claude CodeCodex
Use when starting or making substantive changes to a project that should follow a strict, portfolio-grade engineering regime — the default standards for architecture, type-safety, error handling, testing, linting, ADRs, and review to apply as you work. (To set up the tooling that enforces them, use the scaffold…
jwilger/ai-plugins
Skill Claude CodeCodex
Use when setting up, bootstrapping, or scaffolding a new or existing project's tooling and config to enforce the engineering standards — generating a reproducible dev environment, pinned toolchain, strict lints, mutation and BDD harnesses, ADR structure, and CI/CD gates tailored to the detected stack.
jwilger/ai-plugins
Skill Claude CodeCodex
Use when a plugin, skill, prompt, tool, command, or agent behavior was surprising, wrong, partial, unsafe, brittle, or worth preserving as a future eval fixture; also use when the user asks to report, submit, capture, or file an eval case.
jwilger/ai-plugins
Skill Claude CodeCodex
Use when the user asks to add, capture, file, or record a new repository task or backlog ticket through Tiber from chat.
jwilger/ai-plugins
Skill Claude CodeCodex
Use whenever Tiber or origin/tiber is mentioned, including repository task tracking, EventCore publication conflicts, ambiguous pushes, tiber sync recovery, force-push safety, cross-worktree task-board coordination, setup, and task workflows.
jwilger/ai-plugins
Skill Claude CodeCodex
Use when making a repository worktree-ready for optional concurrent development, creating an explicitly requested linked worktree, or diagnosing worktree setup.