2-repro-issue
GitHub用于复现、调查和验证 LinkedIn-MCP 服务器 Issue。通过解析 Issue 信息、审查源码及可选的本地运行测试,定位问题根因并评估证据,不执行修复操作。
Trigger Scenarios
Install
npx skills add stickerdaniel/linkedin-mcp-server --skill 2-repro-issue -g -y
SKILL.md
Frontmatter
{
"name": "2-repro-issue",
"description": "Reproduce #N, investigate #N, try #N locally, or verify the bug in #N.",
"argument-hint": "<issue-number-or-url>"
}
Investigate a LinkedIn-MCP issue
Evaluate the reporter packet and the matching source. A live LinkedIn call is optional. Do not check out a PR or attempt a fix. That is /3-verify-pr-fix.
1. Read the issue
NUM=$(echo "$ARGUMENTS" | sed -E 's|.*/||; s|#||g' | grep -oE '^[0-9]+' | head -1)
[ -z "$NUM" ] && { echo "Invalid input: '$ARGUMENTS'. Pass an issue number or URL." >&2; exit 1; }
REPO=stickerdaniel/linkedin-mcp-server
gh issue view $NUM --repo $REPO --comments
From the thread extract the tool, arguments, observed result, runtime, LinkedIn variant, and related issues. Distinguish observations, source findings, hypotheses, and work not run.
Map the tool to code:
linkedin_mcp_server/tools/<surface>.py. MCP entrypoint and arg validationdocs/linkedin-architecture.md. Generated ownership table; follow it tolinkedin_mcp_server/linkedin/<owner>.pyrather than treatinglinkedin/extractor.pyas the implementationlinkedin_mcp_server/linkedin/fields.py.PERSON_SECTIONS/COMPANY_SECTIONS(each entry = one navigation)- The owner-local test, usually
tests/linkedin/test_<owner>.py; usetests/test_fields.py,tests/test_identifiers.py, andtests/test_link_metadata.pyfor those owners, andtests/linkedin/test_facade_*.pyonly for facade contracts
2. Packet and source
Inspect the relevant source at the current SHA. Do not invent a LinkedIn result or an unimplemented tool call.
This step is complete when the report names the issue, the code SHA, the inspected evidence, the facts established, the unverified runtime claims, and the next decision.
Use one of:
- supported by reporter evidence
- confirmed in source
- needs more evidence (list the specific missing fields)
- not supported by the supplied evidence
A successful call on the maintainer's different account never refutes a failure on the reporter's account. Target content language is not the authenticated account's UI language. Captures and URL or attribute evidence may establish the needed variation without another live call.
Review reporter commands before execution. Publishing permission does not authorize send_message, a connection request, a forced login, or repeated calls with account side effects. Record sent, recipient_selected, and retry_safe as observed fields, not as replay authorization.
If the next decision needs a live observation, name the exact unresolved question and ask before login, session changes, or LinkedIn writes. If the human declines, keep the packet-and-source verdict.
3. Optional live check
Only after an explicit yes for this run. Use uv run, never uvx, so the server reflects the workspace. Record the actual tool, arguments, runtime, account variant, code SHA, and timestamp before the call. Keep the reporter's installed-launcher context distinct from a workspace check.
git status --porcelain | head -5
git log -1 --oneline
If the workspace is dirty, ask before continuing. If a login is required, ask; do not run --login as a default.
PORT=8765
while lsof -nP -iTCP:$PORT -sTCP:LISTEN >/dev/null 2>&1; do PORT=$((PORT+1)); done
echo $PORT > /tmp/repro-$NUM.port
uv run -m linkedin_mcp_server --transport streamable-http --port $PORT --log-level INFO > /tmp/repro-$NUM.log 2>&1 &
SERVER_PID=$!
echo $SERVER_PID > /tmp/repro-$NUM.pid
for i in $(seq 1 30); do
lsof -nP -iTCP:$PORT -sTCP:LISTEN >/dev/null 2>&1 && break
kill -0 $SERVER_PID 2>/dev/null || { echo "Server died during startup. Tail of /tmp/repro-$NUM.log:" >&2; tail -20 /tmp/repro-$NUM.log >&2; exit 1; }
sleep 1
done
lsof -nP -iTCP:$PORT -sTCP:LISTEN >/dev/null 2>&1 || { echo "Server never bound port $PORT after 30s" >&2; tail -20 /tmp/repro-$NUM.log >&2; exit 1; }
PORT=$(cat /tmp/repro-$NUM.port)
curl -s -D /tmp/repro-$NUM-headers -X POST http://127.0.0.1:$PORT/mcp \
-H "Content-Type: application/json" \
-H "Accept: application/json, text/event-stream" \
-d '{"jsonrpc":"2.0","id":1,"method":"initialize","params":{"protocolVersion":"2025-03-26","capabilities":{},"clientInfo":{"name":"repro-issue","version":"1.0"}}}' \
> /tmp/repro-$NUM-init.json
SESSION_ID=$(grep -i 'Mcp-Session-Id' /tmp/repro-$NUM-headers | awk '{print $2}' | tr -d '\r')
[ -z "$SESSION_ID" ] && { echo "MCP initialize returned no Mcp-Session-Id. Tail of /tmp/repro-$NUM.log:" >&2; tail -20 /tmp/repro-$NUM.log >&2; kill $SERVER_PID 2>/dev/null; exit 1; }
grep -q '"error"' /tmp/repro-$NUM-init.json && { echo "Initialize returned a protocol error. Execution limit." >&2; cat /tmp/repro-$NUM-init.json >&2; kill $SERVER_PID 2>/dev/null; exit 1; }
curl -s -X POST http://127.0.0.1:$PORT/mcp \
-H "Content-Type: application/json" \
-H "Accept: application/json, text/event-stream" \
-H "Mcp-Session-Id: $SESSION_ID" \
-d '{"jsonrpc":"2.0","id":2,"method":"notifications/initialized","params":{}}' \
> /tmp/repro-$NUM-initialized.json
grep -q '"error"' /tmp/repro-$NUM-initialized.json && { echo "notifications/initialized returned a protocol error. Execution limit." >&2; cat /tmp/repro-$NUM-initialized.json >&2; kill $SERVER_PID 2>/dev/null; exit 1; }
Capture and inspect both response bodies before tools/call. A protocol or validation error is an execution limit. Do not retry around it.
SHA=$(git rev-parse HEAD)
TOOL="<TOOL>"
ARGS_JSON='{<ARGS>}'
jq -n --arg t "$TOOL" --argjson a "$ARGS_JSON" --arg sha "$SHA" \
'{tool: $t, arguments: $a, sha: $sha}' \
> /tmp/repro-issue-$NUM-meta.json
curl -s -X POST http://127.0.0.1:$PORT/mcp \
-H "Content-Type: application/json" \
-H "Accept: application/json, text/event-stream" \
-H "Mcp-Session-Id: $SESSION_ID" \
-d "{\"jsonrpc\":\"2.0\",\"id\":3,\"method\":\"tools/call\",\"params\":{\"name\":\"$TOOL\",\"arguments\":$ARGS_JSON}}" \
| tee /tmp/repro-issue-$NUM-main.json | head -200
If the issue does not pin a concrete target, do not invent one to complete the live check. Ask, or stop with the packet-and-source verdict.
Preserve /tmp/repro-issue-$NUM-main.json and /tmp/repro-issue-$NUM-meta.json only for a genuine captured run. A run from a non-main commit must identify that SHA in the meta file. Do not claim an on-main baseline because of the filename.
kill $SERVER_PID 2>/dev/null
wait $SERVER_PID 2>/dev/null
rm -f /tmp/repro-$NUM-headers /tmp/repro-$NUM.log /tmp/repro-$NUM.port /tmp/repro-$NUM.pid /tmp/repro-$NUM-init.json /tmp/repro-$NUM-initialized.json
Live verdicts, when a run happened:
- reproduced in the stated environment
- reproduced a different mode
- not reproduced in the maintainer environment (does not refute the reporter)
- execution limit (startup, protocol, login, rate limit)
4. Report
**#<N>**. <one-line issue summary>
**SHA:** <short-sha>
**Inspected:** <packet fields and source files>
**Facts established:** <list>
**Unverified:** <runtime claims not checked>
**Verdict:** <supported by reporter evidence | confirmed in source | reproduced in the stated environment | needs more evidence | not supported by the supplied evidence>
**Evidence:** <2 to 4 lines>
**Likely code path:** <file:line>. <one-line why>
**Baseline:** <path and SHA, or none>
**Next:** <missing fields | /3-verify-pr-fix N | fix sketch | no live check needed>
Non-negotiables
- Packet and source first. Live LinkedIn only after yes, and only for a named unresolved question.
uv run, notuvx, for a workspace live check. Use the reporter's launcher only to test that installation.- One live run per invocation.
- Do not edit code, commit, or check out a PR.
- Do not create fake success or failure files to unlock
/3-verify-pr-fix.
Version History
-
91329ef
Current 2026-10-19 18:54
将内部包名从 scraping 重构为 linkedin,以符合合规要求,并同步更新文档路径、导入语句及测试文件引用。
-
460acea
2026-09-22 23:10
将流程调整为先评估问题包完整性和源码,再决定是否进行可选的在线验证;优先处理不完整的报告。
- 05756fd 2026-08-20 09:34


