huangjun

Run

huangjunsen0406/py-xiaozhi

Full Run Trace

Duration

70.3s

Spans

100%

0ms

11.7s

23.4s

35.1s

46.9s

58.6s

70.3s

Selected span

run

0ms - 70.3s

The full run envelope begins when the sandbox execution starts and ends when the simulation result is classified.

Type

root

Status

completed

Duration

70.3s

Source

run

Commands

Not materialized for this span.

URLs Fetched

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Changed Files

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Diff Preview

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Artifacts

product-sim/v1/companies/linkup/runs/linkup-prompt-variants-20260605-162423/groups/group-linkup-prompt-variants-20260605-162423-5/items/item-linkup-prompt-variants-20260605-162423-29/attempts/1/cleanup-report.json

Logs

agent_action: Prompt-lab work item started

agent_action: Pinned repository checkout verified

agent_action: I’ll first read the Trellis workflow and the repo shape so the recommendation is gr...

command: /bin/bash -lc "pwd && rg --files -g 'AGENTS.md' -g '.trellis/**' -g 'package.json' -g 'pyproject.toml' -g 'requirements*.txt' -g 'Cargo.toml' -g 'go.mod' -g '*.md' -g '*.ts' -g '*.tsx' -g '*.py' -g '*.js' -g '*.json'"

command: /bin/bash -lc 'git status --short'

agent_action: `rg` is not installed here, so I’m falling back to `find` and targeted file reads. ...

command: /bin/bash -lc "find . -maxdepth 4 \\( -path './.git' -o -path './node_modules' -o -path './vendor' -o -path './dist' -o -path './build' \\) -prune -o -type f \\( -name 'workflow.md' -o -path './.trellis/spec/*' -o -name 'package.json' -o -name 'pyproject.toml' -o -name 'requirements*.txt' -o -name 'Cargo.toml' -o -name 'go.mod' -o -name '*.md' -o -name '*.ts' -o -name '*.tsx' -o -name '*.py' -o -name '*.js' -o -name '*.json' \\) -print"

command: /bin/bash -lc 'find .trellis -maxdepth 3 -type f -print'

agent_action: The repository looks like a Python desktop/voice-assistant client with an MCP tool ...

command: /bin/bash -lc "sed -n '1,220p' .trellis/workflow.md"

command: /bin/bash -lc "sed -n '1,220p' .trellis/spec/backend/index.md"

command: /bin/bash -lc "sed -n '1,240p' src/mcp/tooling.py"

command: /bin/bash -lc "sed -n '1,240p' src/mcp/tools/__init__.py"

command: /bin/bash -lc "sed -n '1,240p' src/mcp/tooling.py"

command: /bin/bash -lc "sed -n '1,260p' src/mcp/mcp_server.py"

agent_action: The MCP wrapper currently only returns text payloads and the schema supports boolea...

command: /bin/bash -lc "sed -n '1,240p' src/mcp/decorators.py"

command: /bin/bash -lc "sed -n '260,560p' src/mcp/mcp_server.py"

command: /bin/bash -lc 'find src/mcp/tools src/plugins -maxdepth 3 -type f -print | sort'

command: /bin/bash -lc "sed -n '1,220p' README.md"

command: /bin/bash -lc "sed -n '1,220p' requirements.txt && sed -n '1,220p' pyproject.toml"

agent_action: This is larger than a direct lookup under the repo’s Trellis workflow, so I’m creat...

command: /bin/bash -lc "sed -n '1,220p' .claude/skills/trellis-brainstorm/SKILL.md"

command: /bin/bash -lc 'python3 ./.trellis/scripts/task.py create "Add live web search retrieval"'

agent_action: Task creation needs a Trellis developer identity first; I’m initializing that local...

command: /bin/bash -lc "sed -n '220,520p' .claude/skills/trellis-brainstorm/SKILL.md"

command: /bin/bash -lc 'python3 ./.trellis/scripts/init_developer.py codex'

agent_action: I’m also respecting the repo’s research-persistence rule, but the available subagen...

command: /bin/bash -lc 'python3 ./.trellis/scripts/task.py create "Add live web search retrieval" --slug web-search-retrieval'

search: OpenAI Responses API web search tool documentation citations web_search_preview

url: https://platform.openai.com/docs/guides/tools-web-search?api-mode=responses

search: Perplexity Sonar API search documentation citations

url: https://docs.perplexity.ai/docs/sonar/quickstart

search: SerpAPI Google Search API documentation organic results snippet link

url: https://serpapi.com/search-api

agent_action: I’ve consulted the current docs for the likely provider classes: answer-engine prov...

command: /bin/bash -lc "sed -n '1,260p' src/mcp/tools/weather/weather_tools.py"

command: /bin/bash -lc "sed -n '1,280p' src/utils/config_manager.py"

command: /bin/bash -lc "sed -n '1,240p' src/plugins/mcp.py"

command: /bin/bash -lc "find . -maxdepth 3 -type f \\( -name 'config*.json' -o -name '*.json' \\) -print | sort"

agent_action: I’m going to write the recommendation note into the Trellis task now. This is not a...

command: /bin/bash -lc "find .trellis/tasks/06-05-web-search-retrieval -maxdepth 2 -type f -print -exec sed -n '1,120p' {} \\;"

command: /bin/bash -lc 'find .trellis/tasks/06-05-web-search-retrieval -maxdepth 2 -type d -print'

url: https://help.tavily.com/articles/3960993389-does-tavily-search-api-provide-citations-for-its-results

agent_action: The recommendation is converging on a managed answer-and-citation provider rather t...

agent_action: I’ve saved the decision record under `.trellis/tasks/06-05-web-search-retrieval/`. ...

command: /bin/bash -lc 'git diff -- .trellis/tasks/06-05-web-search-retrieval/prd.md .trellis/tasks/06-05-web-search-retrieval/research/provider-selection.md'

command: /bin/bash -lc 'git status --short'

agent_action: **Provider Choice** Choose **OpenAI Responses API `web_search`** as the managed web...

result: Selected openai

Agent Access Graph

Decision-axis graph for the exact point where the agent stayed on path or diverged.

Agentcodex

Events7

Outcomecompetitor

observed access pathopenai-web-search followed 7 parsed web access event(s).

Runs

Find

Run

Agent Access Graph

Runs

Run

Agent Access Graph