Triage backlog, scan open issues, rank what to tackle first, or which PRs are production-ready.
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Reproduce #N, investigate #N, try #N locally, or verify the bug in #N.
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설치하기 전에 에이전트에게 전달되는 지시 내용을 확인할 수 있습니다.
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.
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 to linkedin_mcp_server/linkedin/<owner>.py rather than treating linkedin/extractor.py as the implementationlinkedin_mcp_server/linkedin/fields.py. PERSON_SECTIONS / COMPANY_SECTIONS (each entry = one navigation)tests/linkedin/test_<owner>.py; use tests/test_fields.py, tests/test_identifiers.py, and tests/test_link_metadata.py for those owners, and tests/linkedin/test_facade_*.py only for facade contractsInspect 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:
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.
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:
**#<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>
uv run, not uvx, for a workspace live check. Use the reporter's launcher only to test that installation./3-verify-pr-fix.아직 리뷰가 없습니다. 사용해 본 소감을 남겨 주세요.
로그인 없이 쓸 수 있습니다. 사용 후기, 질문, 작동하지 않은 환경 등을 편하게 남겨 주세요.
아직 댓글이 없습니다. 첫 댓글을 남겨 보세요.
Triage backlog, scan open issues, rank what to tackle first, or which PRs are production-ready.
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Verify PR #N, does this PR fix #M, check the fix in #N, or test the candidate PR.
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Invoke this skill when the user says "use btca"
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Open or file a GitHub issue, bug report, feature request, docs issue, or chore. Add evidence to an existing issue. Run gh issue create or gh issue comment.
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Use LinkedIn data for profile, company, job, post, feed, inbox, recruiting, and outreach work through the bundled LinkedIn MCP server. Use only for an explicit LinkedIn request.
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Fetch PR review comments, verify each against real code/docs, fix valid issues, commit and push
한국어 요약은 준비 중입니다. 원문 설명을 표시하고 있습니다.