القائمة
Use when choosing which Prefactor SDK skill to load for agent instrumentation or for building a custom provider integration on top of @prefactor/core.
التثبيت باستخدام Codex أو Claude انسخ هذا Prompt والصقه في Codex أو Claude أو مساعد آخر ليراجع صفحة Skill ويثبّتها لك.
استنادا إلى تصنيف SOC المهني
Use when performing root-cause analysis on a Prefactor agent run — bad output, surprising behavior, high cost, incomplete work, downvotes, or anything worth investigating. Run in the agent's own codebase. User provides agent instance ID (and agent ID if needed).
Use when writing or fixing span summary templates (display templates) on Prefactor span type schemas, when spans show raw JSON or blank summaries in the Prefactor UI, or when you want one-line Liquid summaries of agent, llm, tool, and custom spans.
Review proposed or newly written tests for relevance, behavioral value, and maintainability. Use when Codex writes tests, reviews test diffs, receives feedback that tests are unnecessary, or needs to detect "bullshit tests": tests outside scope, tests written only for coverage, tests for impossible/unrealistic cases, tests coupled to implementation details, stale tests that should be removed, or tests adjacent to but not required by the feature.
Codebase health scanner and technical debt tracker. Use when the user asks about code quality, technical debt, dead code, large files, god classes, duplicate functions, code smells, naming issues, import cycles, or coupling problems. Also use when asked for a health score, what to fix next, or to create a cleanup plan. Supports 29 languages.
Codebase health scanner and technical debt tracker. Use when the user asks about code quality, technical debt, dead code, large files, god classes, duplicate functions, code smells, naming issues, import cycles, or coupling problems. Also use when asked for a health score, what to fix next, or to create a cleanup plan. Supports 29 languages.
Use when an agent is already instrumented with Prefactor and you need to populate data_risk fields on its span types to enable compliance tracking and data governance.
| name | prefactor-skill-selector |
| description | Use when choosing which Prefactor SDK skill to load for agent instrumentation or for building a custom provider integration on top of @prefactor/core. |
Use this file as a router for Prefactor skills.
skills/bootstrap-existing-agent-with-prefactor-cli/SKILL.md: bootstrap Prefactor resources for an existing agent using CLI (profile, environment, agent, agent_instance) and prepare runtime env vars/package choice.skills/instrument-existing-agent-with-prefactor-sdk/SKILL.md: instrument an existing agent with Prefactor SDK so coding tools can see runs, llm/tool spans, token usage, and failures.skills/create-provider-package-with-core/SKILL.md: create a new provider package as a thin adapter over @prefactor/core with core-first boundaries and tracing conventions.skills/report-agent-risk-data/SKILL.md: populate data_risk fields on span types for compliance tracking and data governance after an agent is already instrumented.skills/write-span-summary-templates/SKILL.md: write Liquid display templates on span type schemas so traces show readable one-line summaries in the Prefactor UI.skills/inspect-agent-run-with-prefactor-cli/SKILL.md: perform root-cause analysis on a Prefactor agent run from CLI span data; run in the agent's own codebase (user provides instance ID and symptom).skills/bootstrap-existing-agent-with-prefactor-cli/SKILL.md first.skills/instrument-existing-agent-with-prefactor-sdk/SKILL.md.@prefactor/core, load skills/create-provider-package-with-core/SKILL.md.skills/report-agent-risk-data/SKILL.md.skills/write-span-summary-templates/SKILL.md.skills/inspect-agent-run-with-prefactor-cli/SKILL.md.When instrumenting an existing agent, default to this order:
skills/bootstrap-existing-agent-with-prefactor-cli/SKILL.md to set up resources (environment, agent, agent_instance).@prefactor/langchain, @prefactor/ai, @prefactor/openclaw).@prefactor/langchain or @prefactor/ai), keep init, withSpan, and shutdown imports from that same adapter package (or pass an explicit tracer when using core withSpan).skills/create-provider-package-with-core/SKILL.md.skills/instrument-existing-agent-with-prefactor-sdk/SKILL.md.skills/report-agent-risk-data/SKILL.md.skills/write-span-summary-templates/SKILL.md.