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Get Started Free →Frontend debugging team using Chrome DevTools MCP. Dual-mode — feature-list testing or bug-report debugging. Triggers on "team-frontend-debug", "frontend debug".
.claude/skills/team-frontend-debug/SKILL.md| Test case | Without → With | Effect | Δ tokens | Δ turns |
|---|---|---|---|---|
| case-05 | ✗→✓ | ▲ Improved | — | — |
| case-19 | ✗→✓ | ▲ Improved | — | — |
| case-17 | ✗→✓ | ▲ Improved | — | — |
| case-16 | ✗→✓ | ▲ Improved | — | — |
| case-10 | ✗→✓ | ▲ Improved | — | — |
Dual-mode frontend debugging: feature-list testing or bug-report debugging, powered by Chrome DevTools MCP.
Skill(skill="team-frontend-debug", args="feature list or bug description")
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SKILL.md (this file) = Router
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+--------------+--------------+
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no --role flag --role <name>
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Coordinator Worker
roles/coordinator/role.md roles/<name>/role.md
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+-- analyze input → select pipeline → dispatch → spawn → STOP
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┌──────────────────────────┼──────────────────────┐
v v v
[test-pipeline] [debug-pipeline] [shared]
tester(DevTools) reproducer(DevTools) analyzer
fixer
verifier| Input | Pipeline | Flow | |-------|----------|------| | Feature list / 功能清单 | test-pipeline | TEST → ANALYZE → FIX → VERIFY | | Bug report / 错误描述 | debug-pipeline | REPRODUCE → ANALYZE → FIX → VERIFY |
| Role | Path | Prefix | Inner Loop | |------|------|--------|------------| | coordinator | roles/coordinator/role.md | — | — | | tester | roles/tester/role.md | TEST- | true | | reproducer | [roles/reproducer/role.md](roles/reproducer/role.md) | REPRODUCE- | false | | analyzer | roles/analyzer/role.md | ANALYZE- | false | | fixer | [roles/fixer/role.md](roles/fixer/role.md) | FIX- | true | | verifier | roles/verifier/role.md | VERIFY- | false |
Parse $ARGUMENTS:
--role <name> → Read roles/<name>/role.md, execute Phase 2-4--role → @roles/coordinator/role.md, execute entry routerTFD.workflow/.team/TFD-<slug>-<date>/ccw cli --mode analysis (read-only), ccw cli --mode write (modifications)mcp__ccw-tools__team_msg(session_id=<session-id>, ...)Coordinator MUST resolve paths at Phase 2 before TeamCreate:
Bash({ command: "pwd" }) → capture project_root (absolute path)skill_root = <project_root>/.claude/skills/team-frontend-debugteam-session.json:json { "project_root": "/abs/path/to/project", "skill_root": "/abs/path/to/skill" }
role_spec values MUST use <skill_root>/roles/<role>/role.md (absolute)This ensures workers spawned with run_in_background: true always receive an absolute, resolvable path regardless of their working directory.
All browser inspection operations use Chrome DevTools MCP. Reproducer and Verifier are primary consumers.
| Tool | Purpose | |------|---------| | mcp__chrome-devtools__navigate_page | Navigate to target URL | | mcp__chrome-devtools__take_screenshot | Capture visual state | | mcp__chrome-devtools__take_snapshot | Capture DOM/a11y tree | | mcp__chrome-devtools__list_console_messages | Read console logs | | mcp__chrome-devtools__get_console_message | Get specific console message | | mcp__chrome-devtools__list_network_requests | Monitor network activity | | mcp__chrome-devtools__get_network_request | Inspect request/response detail | | mcp__chrome-devtools__performance_start_trace | Start performance recording | | mcp__chrome-devtools__performance_stop_trace | Stop and analyze trace | | mcp__chrome-devtools__click | Simulate user click | | mcp__chrome-devtools__fill | Fill form inputs | | mcp__chrome-devtools__hover | Hover over elements | | mcp__chrome-devtools__evaluate_script | Execute JavaScript in page | | mcp__chrome-devtools__wait_for | Wait for element/text | | mcp__chrome-devtools__list_pages | List open browser tabs | | mcp__chrome-devtools__select_page | Switch active tab |
Coordinator spawns workers using this template:
Agent({
subagent_type: "team-worker",
description: "Spawn <role> worker",
team_name: <team-name>,
name: "<role>",
run_in_background: true,
prompt: `## Role Assignment
role: <role>
role_spec: <skill_root>/roles/<role>/role.md
session: <session-folder>
session_id: <session-id>
team_name: <team-name>
requirement: <task-description>
inner_loop: <true|false>
## Progress Milestones
session_id: <session-id>
Report progress via team_msg at natural phase boundaries (context loaded -> core work done -> verification).
Report blockers immediately via team_msg type="blocker".
Report completion via team_msg type="task_complete" after final SendMessage.
Read role_spec file (@<skill_root>/roles/<role>/role.md) to load Phase 2-4 domain instructions.
Execute built-in Phase 1 (task discovery) -> role Phase 2-4 -> built-in Phase 5 (report).`
})| Command | Action | |---------|--------| | check / status | View execution status graph | | resume / continue | Advance to next step | | revise <TASK-ID> [feedback] | Revise specific task | | feedback <text> | Inject feedback for revision | | retry <TASK-ID> | Re-run a failed task |
When pipeline completes, coordinator presents:
AskUserQuestion({
questions: [{
question: "Pipeline complete. What would you like to do?",
header: "Completion",
multiSelect: false,
options: [
{ label: "Archive & Clean (Recommended)", description: "Archive session, clean up team" },
{ label: "Keep Active", description: "Keep session for follow-up debugging" },
{ label: "Export Results", description: "Export debug report and patches" }
]
}]
}).workflow/.team/TFD-<slug>-<date>/
├── team-session.json # Session state + role registry
├── evidence/ # Screenshots, snapshots, network logs
├── artifacts/ # Test reports, RCA reports, patches, verification reports
├── wisdom/ # Cross-task debug knowledge
└── .msg/ # Team message bus| Scenario | Resolution | |----------|------------| | All features pass test | Report success, pipeline completes without ANALYZE/FIX/VERIFY | | Bug not reproducible | Reproducer reports failure, coordinator asks user for more details | | Browser not available | Report error, suggest manual reproduction steps | | Analysis inconclusive | Analyzer requests more evidence via iteration loop | | Fix introduces regression | Verifier reports fail, coordinator dispatches re-fix | | No issues found in test | Skip downstream tasks, report all-pass | | Unknown command | Error with available command list | | Role not found | Error with role registry |
| Case | Status | Duration (ms) | Turns | Tokens | Tool calls | ||||||||
|---|---|---|---|---|---|---|---|---|---|---|---|---|---|
| Without | With | Δ | Without | With | Δ | Without | With | Δ | Without | With | Δ | ||
case-12 | fail→fail | — | — | — | — | — | — | — | — | — | — | — | — |
case-05 | fail→pass | — | — | — | — | — | — | — | — | — | — | — | — |
case-19 | fail→pass | — | — | — | — | — | — | — | — | — | — | — | — |
case-13 | pass→pass | — | — | — | — | — | — | — | — | — | — | — | — |
case-03 | fail→fail | — | — | — | — | — | — | — | — | — | — | — | — |
case-17 | fail→pass | — | — | — | — | — | — | — | — | — | — | — | — |
case-15 | fail→fail | — | — | — | — | — | — | — | — | — | — | — | — |
case-16 | fail→pass | — | — | — | — | — | — | — | — | — | — | — | — |
case-10 | fail→pass | — | — | — | — | — | — | — | — | — | — | — | — |
case-23 | fail→fail | — | — | — | — | — | — | — | — | — | — | — | — |
case-20 | fail→pass | — | — | — | — | — | — | — | — | — | — | — | — |
case-02 | fail→fail | — | — | — | — | — | — | — | — | — | — | — | — |
case-01 | fail→fail | — | — | — | — | — | — | — | — | — | — | — | — |
case-22 | fail→fail | — | — | — | — | — | — | — | — | — | — | — | — |
case-07 | fail→pass | — | — | — | — | — | — | — | — | — | — | — | — |
case-11 | fail→pass | — | — | — | — | — | — | — | — | — | — | — | — |
case-14 | fail→fail | — | — | — | — | — | — | — | — | — | — | — | — |
case-18 | fail→pass | — | — | — | — | — | — | — | — | — | — | — | — |
case-06 | fail→fail | — | — | — | — | — | — | — | — | — | — | — | — |
case-09 | fail→pass | — | — | — | — | — | — | — | — | — | — | — | — |
case-04 | fail→fail | — | — | — | — | — | — | — | — | — | — | — | — |
case-08 | fail→pass | — | — | — | — | — | — | — | — | — | — | — | — |
case-21 | fail→fail | — | — | — | — | — | — | — | — | — | — | — | — |
DecimalAI ran this skill against gemini-3.6-flash twice over the same eval suite — once with the skill loaded and once without — and compared the two runs case by case. 23 cases were attempted, and 19 counted toward the lift figure. The other 4 produced results that are not comparable between the two arms, so they are excluded from the headline rather than averaged into it. The headline lift of +48 percentage points is the difference between those two pass rates over the 19 comparable cases. 1 case got worse with the skill loaded, and it is included in that figure.
The per-case answers from this run were removed by the retention sweep, so the case table below shows the verdicts without the text either arm produced. The counts above were recorded at the time and are unaffected. Answers are now kept for 180 days.
Other measured skills in the registry, with their headline benchmark lift.