rudder-real-runtime-verifier-maintainer
Use when verifying Rudder agent runtime behavior in a real local environment, especially MCP/native Rudder tools across Codex, Claude, OpenCode, Pi, or user-named runtimes. Trigger for requests like 真是/真实环境跑过吗, 排查所有 rudder tools, transcript/fallback verification, runtime MCP availability, provider matrix proof, or checking whether agents used Rudder tools instead of rudder CLI/Bash/curl fallback.
- License 许可
- Apache-2.0
- 最近更新
- 2026-11-08
- Stars
- ★ 297
- Forks
- 31
01 前言 Front Matter
- name
- rudder-real-runtime-verifier-maintainer
- description
- Use when verifying Rudder agent runtime behavior in a real local environment, especially MCP/native Rudder tools across Codex, Claude, OpenCode, Pi, or user-named runtimes. Trigger for requests like 真是/真实环境跑过吗, 排查所有 rudder tools, transcript/fallback verification, runtime MCP availability, provider matrix proof, or checking whether agents used Rudder tools instead of rudder CLI/Bash/curl fallback.
02 资源文件 7
- 参考文档references/claude.md1.4 KB
- 参考文档references/codex.md1.2 KB
- 参考文档references/opencode.md1.9 KB
- 参考文档references/pi.md1.9 KB
- 参考文档references/probe-workflow.md2.4 KB
- 参考文档references/reporting.md2.6 KB
- 参考文档references/transcript-evidence.md2.1 KB
03 SKILL.md 正文
Rudder Real Runtime Verifier Maintainer
Verify Rudder agent runtime behavior on the user's real local Rudder instance. This is a black-box runtime acceptance workflow, not an implementation or code review workflow.
Default to Chinese when the user asks in Chinese. Put the current truth first: which runtimes passed, failed, or were blocked, and what transcript evidence proves it.
Role Boundary
Default to verification and diagnosis only:
- Run real local runtime probes and inspect run transcripts, logs, API state, issue state, comments, and run metadata.
- Create disposable orgs, agents, issues, and runs when needed for proof.
- Separate provider/model failure from Rudder adapter failure.
- Report exact blockers and smallest likely fixes.
- As an independent verifier, do not edit source, configs, Git state, or product docs. Return findings to the implementer. The parent retains any existing fix authority; verification does not require that authority to be repeated.
If the user asks to fix the issue, hand back to the lifecycle implementation route or make the smallest explicit patch, then require this skill's real runtime proof again before claiming done.
When This Skill Wins
Use this skill when the core question is whether an agent runtime actually did the work through Rudder-managed tools in a real local run.
Typical prompts:
- "你所有的 agent runtime 都本地测过跑过真实环境了吗?"
- "OpenCode and Pi agent 你也测了吗?"
- "看 transcript,别让它 fallback 用 rudder cli"
- "排查所有 rudder tools,都试一遍"
- "MCP tool 报 org id/auth 问题,正常 agent 调 tool 不该传 org"
- "Codex/Claude/OpenCode/Pi 真实环境跑一下"
If the user asks for general product acceptance that is not runtime/tool-call
specific, use product-acceptance-verifier-maintainer instead. If the user
provides only one failed run id and wants root cause, use
debug-run-transcript-maintainer first, then return here for rerun proof after
a fix.
Runtime Matrix
Select the runtime matrix from the user's request and the changed integration. Test one runtime for a runtime-specific claim. Use the full supported matrix for an explicit all-runtime claim or a shared adapter/tool change that affects it:
- Codex
- Claude Code
- Hermes
- OpenCode
- Pi
- Cursor
Do not treat a Codex pass as proof for another runtime.
Read only the relevant reference files:
references/probe-workflow.md: real local setup, disposable data, probe script expectations, and proof levels.references/transcript-evidence.md: how to prove tool use and reject CLI fallback from logs.references/codex.md: Codex MCP transcript shape and known traps.references/claude.md: Claude MCP transcript shape and strict config traps.references/opencode.md: OpenCode MCP transcript shape, provider/model caveats, JSONL parser expectations, and final-text pitfalls.references/pi.md: Pi native extension transcript shape, schema/error propagation traps, and 429/auth/provider separation.references/reporting.md: verdict format, mutation ledger, and pass/fail language.
Acceptance Standard
A runtime passes only when all are true:
- The local Rudder source of truth is identified, usually
GET /api/healthonhttp://127.0.0.1:3100. - A real local run was triggered for that runtime, or an existing real local run was inspected with enough raw transcript/log evidence.
- The transcript shows the expected Rudder MCP/native tool calls.
- There is no model-visible fallback to shell, Bash, curl, or
rudderCLI for Rudder work. - Tool results are not internally failed (
isError, structured error,rudder_cli_command_failed, missing required argument, auth/org failure). - The terminal product effect was read back: issue status, comments, run status, final text, API result, or another requested surface.
- Provider/model blockers are separated from Rudder adapter/tool blockers.
If the user requires "all tools", do not only run a happy-path issue workflow. Run or request a manifest-driven coverage plan: list every exposed tool, verify schemas load, check runtime-managed identity is not model-provided, and execute representative read/mutate/file/image/pagination/error cases. Mark unexecuted tools as not covered.
Default Probe Ladder
Use the smallest probe that answers the question, then escalate only as needed:
- Tool availability probe: call
rudder_agent_me, require final answer to say MCP/tool path and no fallback. - Issue workflow probe: seed an issue, then require
rudder_issue_context,rudder_issue_checkout,rudder_issue_comment, andrudder_issue_done; read back final issue status and comments. - Representative matrix probe: add read/list/pagination/file/comment/image
examples such as
rudder_runs_errors,rudder_library_file_ref, inbox/context, review, chat, or automation. - Full manifest audit: prove every exposed Rudder tool has a stable name, schema, description, and handler classification; execute safe read-only tools and representative mutating tools in disposable data.
Known Judgment Rules
- A successful final answer is not enough. Inspect raw or parsed transcript.
- A tool call name in prompt text is not evidence. Use structured tool-call events or parsed run-intelligence entries.
- A run can fail after completing the product effect. Report that separately:
tool/product effect passed; runtime finalization failed. - A provider 429/auth/model error before any tool call is not an MCP auth/org
bug. Mark it
blocked_provider. - If a tool result contains
isError: truebut the runtime marks the tool call completed, treat the runtime as failed or at least suspect until fixed. - Internal runtime-owned bridges may execute a server process. That is
acceptable only if the model-visible action is a typed Rudder tool and
runtime env owns identity. It is not acceptable if the model uses Bash/curl or
runs
rudder ...itself for Rudder work.
Output
Use references/reporting.md for the full shape. At minimum include:
- overall verdict:
PASS,FAIL, orQUESTIONfor the requested matrix; observed required behavior failure yieldsFAIL; otherwise missing required proof or provider access yieldsQUESTION; complete required proof yieldsPASS - verdict per runtime:
PASS,FAIL,BLOCKED_PROVIDER,PARTIAL, orNOT_RUN - run IDs, issue IDs, org IDs when disposable data was created
- observed tool names
- whether CLI/Bash/curl fallback was observed
- internal tool errors
- terminal product effect
- skipped coverage and why
- mutation ledger
Do not say "all green" if any runtime is blocked, substituted, partial, or only
covered by simple agent_me.
04 同仓库更多 Skills
Source Synthesis
Synthesize evidence into a concise conclusion.
Evidence Research
Gather and cite evidence before reaching a conclusion.
deep-research
Conducts enterprise-grade research with multi-source synthesis, citation tracking, and verification. Produces citation-backed reports through a structured pipeline with source credibility scoring, and grounds abstract findings in concrete examples, cases, counterexamples, or mini-scenarios when helpful. Triggers on "deep research", "comprehensive analysis", "research report", "compare X vs Y", "analyze trends", or "state of the art". Not for simple lookups, debugging, or questions answerable with 1-2 searches.
visualize
Create safe inline visual explanations in Rudder Chat. Use when asked for a chart, plot, diagram, timeline, comparison, static map, simulator, scenario view, or compact visual that materially improves understanding. Prefer Mermaid for static node-and-edge structures; use Rudder's runtime-neutral HTML/SVG/CSS message envelope for custom geometry. Rudder visuals are declarative and scriptless: convert simulator requests to static scenarios or disclosure-based comparisons and never rely on JavaScript, network access, or external assets.
skill-creator
Create new skills, modify and improve existing skills, and measure skill performance. Use when users want to create a skill from scratch, edit or optimize an existing skill, run evals to test a skill, benchmark skill performance with variance analysis, or optimize a skill's description for better triggering accuracy.
rudder-docs
Use when the user asks how Rudder works; needs current Rudder docs, exact behavior, commands, contracts, APIs, or source evidence; asks to create, hire, or configure Rudder agents; or asks to scaffold, develop, or verify Rudder plugins. For explicit creation requests, verify the current interface before acting within existing authorization. Do not use for greetings, ordinary work merely running inside Rudder, routine actions already clear from the active context and typed tools, non-Rudder plugin work, or general coding and research tasks that do not ask about Rudder.