About MCP OpenClaw Extensions
MCP OpenClaw Extensions is an MCP server in the Agents category: 138-tool MCP server for AI agent firms: security, A2A, Hebbian memory, fleet mgmt.
Install
uvx mcp-openclaw-extensionspip install mcp-openclaw-extensionsThis server has no ConduID identity, so agent calls to it are not receipted. Pin the version you install and review the source before granting it credentials.
Tools (29)
a2a_bridge`firm_a2a_discovery`
Parameters not published.
acp_bridge`firm_acpx_version_check`
Parameters not published.
advanced_security`firm_group_policy_default_check`
Parameters not published.
agent_orchestration`firm_agent_team_status`
Parameters not published.
auth_compliance`firm_token_scope_check`
Parameters not published.
browser_audit`firm_browser_context_check`
Parameters not published.
compliance_medium`firm_resource_links_audit`
Parameters not published.
config_migration`firm_rpc_rate_limit_check`
Parameters not published.
delivery_export`firm_export_auto`
Parameters not published.
ecosystem_audit`firm_token_budget_optimizer`
Parameters not published.
Show all 29 tools
gateway_fleet`firm_gateway_fleet_list`
Parameters not published.
gateway_hardening`firm_workspace_integrity_check`
Parameters not published.
hebbian_memory`firm_hebbian_drift_check`
Parameters not published.
i18n_audit`firm_i18n_audit`
Parameters not published.
legal_status`firm_legal_creation_checklist`
Parameters not published.
location_strategy`firm_location_tco_simulate`
Parameters not published.
market_research`firm_market_research_monitor`
Parameters not published.
memory_audit`firm_knowledge_graph_check`
Parameters not published.
n8n_bridge`firm_n8n_workflow_import`
Parameters not published.
observability`firm_ci_pipeline_check`
Parameters not published.
platform_audit`firm_adaptive_thinking_check`
Parameters not published.
prompt_security`firm_prompt_injection_batch`
Parameters not published.
reliability_probe`firm_adr_generate`
Parameters not published.
runtime_audit`firm_dm_allowlist_check`
Parameters not published.
security_audit`firm_rate_limit_check`
Parameters not published.
skill_loader`firm_skill_search`
Parameters not published.
spec_compliance`firm_icon_metadata_audit`
Parameters not published.
supplier_management`firm_supplier_risk_monitor`
Parameters not published.
vs_bridge`vs_session_status`
Parameters not published.
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README
firm-mcp-server
Python MCP server (port 8012) that bridges VS Code Copilot agents to the [Firm](https://github.com/the server) Gateway ecosystem. Companion to setup-vs-agent-firm.
Tools (138)
| Module | Tool | Description | Gaps |
|---|---|---|---|
| vs_bridge | vs_context_push |
Push VS Code context → Firm session | — |
| vs_bridge | vs_context_pull |
Pull Firm session state → VS Code | — |
| vs_bridge | vs_session_link |
Associate workspace path ↔ session ID | — |
| vs_bridge | vs_session_status |
Bridge health check | — |
| gateway_fleet | firm_gateway_fleet_status |
Parallel health-check all instances | — |
| gateway_fleet | firm_gateway_fleet_add |
Register a Gateway instance | — |
| gateway_fleet | firm_gateway_fleet_remove |
Remove a Gateway instance | — |
| gateway_fleet | firm_gateway_fleet_broadcast |
Broadcast to all instances | — |
| gateway_fleet | firm_gateway_fleet_sync |
Sync config+skills to all instances | — |
| gateway_fleet | firm_gateway_fleet_list |
List instances | — |
| delivery_export | firm_export_github_pr |
Create draft PR on GitHub | — |
| delivery_export | firm_export_jira_ticket |
Create Jira ticket (ADF) | — |
| delivery_export | firm_export_linear_issue |
Create Linear issue (GraphQL) | — |
| delivery_export | firm_export_slack_digest |
Post Slack digest (Block Kit) | — |
| delivery_export | firm_export_document |
Write local Markdown deliverable | — |
| delivery_export | firm_export_auto |
Auto-route by delivery_format |
— |
| security_audit | firm_security_scan |
Scan files for SQL injection + XSS patterns | C1 |
| security_audit | firm_sandbox_audit |
Detect sandbox.mode: off → CRITICAL |
C2 |
| security_audit | firm_session_config_check |
Detect ephemeral SESSION_SECRET in .env/compose | C3 |
| security_audit | firm_rate_limit_check |
Detect Funnel without rate limiter → CRITICAL | H8 |
| acp_bridge | acp_session_persist |
Persist ACP session to ~/.firm/acp_sessions.json |
C4 |
| acp_bridge | acp_session_restore |
Restore persisted ACP session by run_id | C4 |
| acp_bridge | acp_session_list_active |
List ACP sessions active in last N hours | C4 |
| acp_bridge | fleet_session_inject_env |
Inject env vars to spawned sessions (allowlist) | H3 |
| acp_bridge | fleet_cron_schedule |
Schedule cron with sandbox enforcement | H4 |
| acp_bridge | firm_workspace_lock |
Advisory file lock with owner tracking (fcntl) |
H5 |
| acp_bridge | firm_acpx_version_check |
ACPX plugin version pin (≥0.1.15) + streaming mode check | 3.1 |
| reliability_probe | firm_gateway_probe |
WS probe with backoff — detects close 1006, returns launchctl |
H6/H7 |
| reliability_probe | firm_doc_sync_check |
Detect version drift in docs vs package.json | M5 |
| reliability_probe | firm_channel_audit |
Detect zombie channel SDK deps (LINE, Baileys…) | M1 |
| reliability_probe | firm_adr_generate |
Generate MADR + commit path for architecture decisions | M6 |
| gateway_hardening | firm_gateway_auth_check |
Verify Gateway auth config — CRITICAL if Funnel without password | H2 |
| gateway_hardening | firm_credentials_check |
Check Baileys/channel credential integrity and freshness | M3 |
| gateway_hardening | firm_webhook_sig_check |
Verify HMAC signing secrets for all inbound webhook channels | M4 |
| gateway_hardening | firm_log_config_check |
Detect debug/trace logging and missing redactPatterns | M7 |
| gateway_hardening | firm_workspace_integrity_check |
Validate ~/.firm/workspace (AGENTS.md, SOUL.md, staleness) | M8 |
| runtime_audit | firm_node_version_check |
Verify Node.js ≥ 22.12.0 (CVE-2025-59466, CVE-2026-21636) | C5 |
| runtime_audit | firm_secrets_workflow_check |
Detect hardcoded secrets in config.json (migrate to firm secrets) |
C6 |
| runtime_audit | firm_http_headers_check |
Verify HTTP security headers (HSTS, X-Content-Type-Options, Referrer-Policy) | H9 |
| runtime_audit | firm_nodes_commands_check |
Detect dangerous gateway.nodes.allowCommands override | H10 |
| runtime_audit | firm_trusted_proxy_check |
Verify trusted-proxy config coherence (bind + trustedProxies + auth mode) | H11 |
| runtime_audit | firm_session_disk_budget_check |
Verify session.maintenance.maxDiskBytes / highWaterBytes configured | M15 |
| runtime_audit | firm_dm_allowlist_check |
Detect dmPolicy=allowlist with empty allowFrom (fail-closed) across 9 channels | M16 |
| advanced_security | firm_secrets_lifecycle_check |
Verify External Secrets lifecycle (audit/configure/apply/reload) | C7 |
| advanced_security | firm_channel_auth_canon_check |
Verify channel auth path canonicalization (encoded traversal) | C8 |
| advanced_security | firm_exec_approval_freeze_check |
Verify exec approval plan immutability (symlink cwd rebind) | C9 |
| advanced_security | firm_hook_session_routing_check |
Verify hook session-key routing hardening | H12 |
| advanced_security | firm_config_include_check |
Verify $include hardlink escape + file-size guardrails | H13 |
| advanced_security | firm_config_prototype_check |
Detect prototype pollution (proto, constructor, prototype) in config | H14 |
| advanced_security | firm_safe_bins_profile_check |
Verify safeBins entries have explicit profiles | H15 |
| advanced_security | firm_group_policy_default_check |
Verify group policy default is fail-closed (allowlist) | H16 |
| config_migration | firm_shell_env_check |
Verify shell env sanitization (LD_PRELOAD, DYLD_*, ZDOTDIR) | H17 |
| config_migration | firm_plugin_integrity_check |
Verify plugin install integrity/pin + drift detection | H18 |
| config_migration | firm_token_separation_check |
Verify hooks.token ≠ gateway.auth.token | H19 |
| config_migration | firm_otel_redaction_check |
Verify OTEL secret redaction in diagnostics export | M17 |
| config_migration | firm_rpc_rate_limit_check |
Verify control-plane RPC rate limiting config | M21 |
| observability | firm_observability_pipeline |
Ingest JSONL traces into SQLite for offline analysis | T1 |
| observability | firm_ci_pipeline_check |
Validate CI workflow completeness (lint, test, secrets) | T6 |
| memory_audit | firm_pgvector_memory_check |
Verify pgvector config (HNSW index, dimensions, distance metrics) | T3 |
| memory_audit | firm_knowledge_graph_check |
Audit knowledge graph integrity (orphan nodes, cycles, TTL) | T9 |
| agent_orchestration | firm_agent_team_orchestrate |
Task DAG execution with topological sort + parallel layers | T4 |
| agent_orchestration | firm_agent_team_status |
Check orchestration status by ID or list all | T4 |
| i18n_audit | firm_i18n_audit |
Scan locale files for missing keys, empty values, interpolation mismatches | T5 |
| skill_loader | firm_skill_lazy_loader |
Lazy-load SKILL.md metadata (YAML front-matter, 5min cache) | T7 |
| skill_loader | firm_skill_search |
Keyword/tag search across cached skills with relevance scoring | T7 |
| n8n_bridge | firm_n8n_workflow_export |
Export agent pipeline as n8n-compatible workflow JSON | T8 |
| n8n_bridge | firm_n8n_workflow_import |
Validate & import n8n workflow JSON into workspace | T8 |
| browser_audit | firm_browser_context_check |
Validate Playwright/Puppeteer headless config for agents | T10 |
| hebbian_memory | firm_hebbian_harvest |
Ingest JSONL session logs → SQLite (PII stripped) — CDC §4.1 | — |
| hebbian_memory | firm_hebbian_weight_update |
Compute/apply Hebbian weight updates on Layer 2 — CDC §4.3 | — |
| hebbian_memory | firm_hebbian_analyze |
Co-activation pattern analysis (Jaccard similarity) — CDC §4.3 | — |
| hebbian_memory | firm_hebbian_status |
Dashboard: weights, atrophy, promotions — CDC §7 | — |
| hebbian_memory | firm_hebbian_layer_validate |
Validate 4-layer Claude.md structure — CDC §3.3 | — |
| hebbian_memory | firm_hebbian_pii_check |
Audit PII stripping config — CDC §5.2 | — |
| hebbian_memory | firm_hebbian_decay_config_check |
Validate learning rate, decay, thresholds — CDC §4.3 | — |
| hebbian_memory | firm_hebbian_drift_check |
Cosine similarity drift detection vs baseline — CDC §5.1 | — |
| a2a_bridge | firm_a2a_card_generate |
Generate agent-card.json from SOUL.md (RC v1.0) | G1 |
| a2a_bridge | firm_a2a_card_validate |
Validate A2A Agent Card against RC v1.0 spec | G2 |
| a2a_bridge | firm_a2a_task_send |
Send message/task to an A2A agent (SendMessage) | G3 |
| a2a_bridge | firm_a2a_task_status |
Get task status or list tasks (RC v1.0) | G4 |
| a2a_bridge | firm_a2a_cancel_task |
Cancel a running A2A task (CancelTask) | G5 |
| a2a_bridge | firm_a2a_subscribe_task |
Subscribe to task updates via SSE | G6 |
| a2a_bridge | firm_a2a_push_config |
CRUD for push notification webhooks (RC v1.0) | G7 |
| a2a_bridge | firm_a2a_discovery |
Discover agents via Agent Cards or SOUL.md scan | G8 |
| platform_audit | firm_secrets_v2_audit |
Audit Firm secrets v2 lifecycle (2026.2+) | G9 |
| platform_audit | firm_agent_routing_check |
Validate agent routing bindings | G10 |
| platform_audit | firm_voice_security_check |
TTS/voice channel security audit | G11 |
| platform_audit | firm_trust_model_check |
Validate trust model and multi-user heuristics | G12 |
| platform_audit | firm_autoupdate_check |
Self-update supply chain integrity check | G13 |
| platform_audit | firm_plugin_sdk_check |
Plugin SDK integrity validation | G14 |
| platform_audit | firm_content_boundary_check |
Content boundary & anti-prompt-injection audit | G15 |
| platform_audit | firm_sqlite_vec_check |
SQLite-vec memory backend validation | G16 |
| platform_audit | firm_adaptive_thinking_check |
Claude 4.6 adaptive thinking configuration check | 3.1 |
| ecosystem_audit | firm_mcp_firewall_check |
MCP Gateway firewall policy audit | G17 |
| ecosystem_audit | firm_rag_pipeline_check |
RAG pipeline health & config audit | G18 |
| ecosystem_audit | firm_sandbox_exec_check |
Sandbox execution isolation audit | G19 |
| ecosystem_audit | firm_context_health_check |
Context rot / cognitive health detection | G20 |
| ecosystem_audit | firm_provenance_tracker |
Cryptographic audit trail / provenance tracking | G21 |
| ecosystem_audit | firm_cost_analytics |
Usage/cost tracking and analysis | G22 |
| ecosystem_audit | firm_token_budget_optimizer |
Token optimization analysis | G23 |
| spec_compliance | firm_elicitation_audit |
Audit MCP elicitation capability compliance | S4 |
| spec_compliance | firm_tasks_audit |
Audit MCP Tasks capability compliance | S5 |
| spec_compliance | firm_resources_prompts_audit |
Audit MCP Resources & Prompts compliance | S6 |
| spec_compliance | firm_audio_content_audit |
Audit MCP audio content support | H3 |
| spec_compliance | firm_json_schema_dialect_check |
Audit JSON Schema dialect compliance | H5 |
| spec_compliance | firm_sse_transport_audit |
Audit Streamable HTTP / SSE transport | H6 |
| spec_compliance | firm_icon_metadata_audit |
Audit icon metadata support | H7 |
| prompt_security | firm_prompt_injection_check |
Scan text for 16 injection/jailbreak patterns | H2 |
| prompt_security | firm_prompt_injection_batch |
Batch scan multiple texts for injection patterns | H2 |
| auth_compliance | firm_oauth_oidc_audit |
Audit OAuth 2.1 / OIDC Discovery compliance | H4 |
| auth_compliance | firm_token_scope_check |
Check OAuth scopes restrict tool access properly | H4 |
| compliance_medium | firm_tool_deprecation_audit |
Audit tool deprecation lifecycle | M1 |
| compliance_medium | firm_circuit_breaker_audit |
Audit circuit breaker / resilience config | M2 |
| compliance_medium | firm_gdpr_residency_audit |
Audit GDPR compliance and data residency | M3 |
| compliance_medium | firm_agent_identity_audit |
Audit agent DID (decentralized identity) | M4 |
| compliance_medium | firm_model_routing_audit |
Audit multi-model routing and fallback chain | M5 |
| compliance_medium | firm_resource_links_audit |
Audit MCP resource links in tool results | M6 |
| market_research | firm_market_competitive_analysis |
Full competitive landscape analysis (feature matrix, SWOT, positioning) | — |
| market_research | firm_market_sizing |
TAM/SAM/SOM market sizing (top-down + bottom-up) | — |
| market_research | firm_market_financial_benchmark |
Financial benchmarking — unit economics, pricing, revenue | — |
| market_research | firm_market_web_research |
Structured web research & OSINT intelligence gathering | — |
| market_research | firm_market_report_generate |
Professional Markdown market research report generator | — |
| market_research | firm_market_research_monitor |
Continuous competitive monitoring (add/remove/update/status) | — |
| legal_status | firm_legal_status_compare |
Compare legal forms (SAS, SARL, EURL…) on multi-criteria grid | — |
| legal_status | firm_legal_tax_simulate |
Simulate IS/IR tax burden per legal form | — |
| legal_status | firm_legal_social_protection |
Analyze social protection by dirigeant status | — |
| legal_status | firm_legal_governance_audit |
Audit governance clauses & shareholder pacts | — |
| legal_status | firm_legal_creation_checklist |
Step-by-step company creation checklist | — |
| location_strategy | firm_location_geo_analysis |
Geo-economic attractiveness analysis by zone | — |
| location_strategy | firm_location_real_estate |
Real estate market scan (buy/rent/coworking) | — |
| location_strategy | firm_location_site_score |
Multi-criteria site scoring (20 criteria) | — |
| location_strategy | firm_location_incentives |
Map tax incentives & public aids by zone | — |
| location_strategy | firm_location_tco_simulate |
Total cost of occupancy simulation over N years | — |
| supplier_management | firm_supplier_search |
Search & filter suppliers by category/region/certification | — |
| supplier_management | firm_supplier_evaluate |
Multi-criteria supplier evaluation (15 criteria) | — |
| supplier_management | firm_supplier_tco_analyze |
Supplier TCO analysis (direct + indirect + hidden costs) | — |
| supplier_management | firm_supplier_contract_check |
Contract clause compliance audit (14 mandatory clauses) | — |
| supplier_management | firm_supplier_risk_monitor |
Supplier risk monitoring (add/remove/update/status) | — |
Quick start
python3 -m venv .venv && source .venv/bin/activate
pip install -r requirements.txt
cp .env.example .env # fill in tokens
bash scripts/start.sh
Add to VS Code settings.json:
"mcp.servers": {
"firm-extensions": { "url": "http://127.0.0.1:8012/mcp" }
}
Scripts
bash scripts/start.sh # start in background
bash scripts/stop.sh # graceful stop
bash scripts/status.sh # PID + HTTP + tool count
Tests
pip install -r requirements-dev.txt
python -m pytest tests/test_smoke.py -v
2272 tests (1961 unit + 311 integration), 94.6% coverage, covering:
- Server starts and answers
ping initializereturns correct capabilities +__version__- All 115 tools registered with valid
inputSchema vs_context_pushdegrades gracefully without Gatewayfirm_export_documentwrites local file- Unknown method returns JSON-RPC error -32601
- Unknown tool returns descriptive error
- Timing-safe auth (I21), SQL injection guard (I24), session_id regex (I41)
- ConfigPathInput traversal blocking across all 21 config-path models (I27)
- Health/healthz endpoints return correct tool count + version (I35)
- Shared
config_helpers:load_config,get_nested,mask_secret(I25) - Hebbian memory: harvest PII stripping, weight update dry-run, layer validation, drift detection, Pydantic traversal guards
Security
- Auth: timing-safe
hmac.compare_digeston Bearer token — no timing side-channel (I21) - Request limit:
client_max_size=2MBon aiohttpApplication(I22) - Tool timeout:
asyncio.wait_forwithTOOL_TIMEOUT_S(default 120s) on all async tool calls (I23) - SQL injection guard:
table_namevalidated by Pydantic regex^[a-zA-Z_][a-zA-Z0-9_]{0,127}$+ runtime whitelist in handler (I24) - Session ID regex:
^[a-zA-Z0-9_\-:.]+$on allsession_idfields — no injection (I41) - Centralized version:
__version__inmain.py— single source of truth (I37) - DRY helpers:
config_helpers.py— sharedload_config,get_nested,mask_secret(I25) - ConfigPathInput base: 21 models inherit traversal guard from single base class (I27)
- Hebbian PII stripping: 9 regex patterns (email, phone, IP, API keys, SSN, JWT, AWS keys) applied before any session storage — CDC §5.2
- Hebbian drift detection: TF-IDF cosine similarity vs baseline (no external API) — CDC §5.1
- Hebbian weight caps: auto-update capped at 0.95, atrophy floor at 0.0, dry_run=True default — CDC §4.3
- GitHub PRs always created as drafts with
needs-reviewlabel - Tokens masked in logs (last 4 chars only) via
mask_secret() - Context capped at 32 KB per WS payload
fleet.jsonandacp_sessions.jsonwritten atomically (os.replace)- Workspace lock via
fcntl.LOCK_EX | LOCK_NB(advisory, crash-safe) fleet_session_inject_env: allowlist regex — only known provider keys acceptedfleet_cron_schedule: command allowlist regex + blocklist (rm,dd,mkfs…)- Path traversal guard (
..) on all file-path Pydantic fields - All AI outputs carry human-review disclaimer
Gap coverage (Firm audit)
| ID | Severity | Description | Coverage |
|---|---|---|---|
| C1 | CRITICAL | SQL injection in API endpoints | firm_security_scan |
| C2 | CRITICAL | Sandbox disabled (mode: off) |
firm_sandbox_audit |
| C3 | CRITICAL | SESSION_SECRET ephemeral / in config | firm_session_config_check |
| C4 | CRITICAL | ACP sessions lost on restart (in-memory) | acp_session_persist/restore |
| H1 | HIGH | @buape/carbon frozen at 0.0.0-beta |
firm_adr_generate + CTO SOUL.md |
| H2 | HIGH | Gateway Funnel without auth.mode=password | firm_gateway_auth_check |
| H3 | HIGH | Spawned sessions get no env vars | fleet_session_inject_env |
| H4 | HIGH | Cron not blocked in sandbox | fleet_cron_schedule |
| H5 | HIGH | Race condition on workspace lock | firm_workspace_lock |
| H6 | HIGH | Gateway silently drops on macOS sleep | firm_gateway_probe |
| H7 | HIGH | WS close code 1006 not handled | firm_gateway_probe |
| H8 | HIGH | No rate limiting on Tailscale Funnel | firm_rate_limit_check |
| M1 | MEDIUM | @line/bot-sdk zombie dependency |
firm_channel_audit |
| M2 | MEDIUM | Test coverage threshold 70% | factory 80% threshold + CTO SOUL.md |
| M3 | MEDIUM | Baileys creds.json no integrity/age check | firm_credentials_check |
| M4 | MEDIUM | Webhook HMAC signature verification missing | firm_webhook_sig_check |
| M5 | MEDIUM | Docs version stale vs package.json | firm_doc_sync_check |
| M6 | MEDIUM | No ADRs for architecture decisions | firm_adr_generate |
| M7 | MEDIUM | Logging verbose / no redactPatterns | firm_log_config_check |
| M8 | MEDIUM | ~/.firm/workspace integrity unchecked | firm_workspace_integrity_check |
| C5 | CRITICAL | Node.js < 22.12.0 (CVE-2025-59466, CVE-2026-21636) | firm_node_version_check |
| C6 | CRITICAL | Hardcoded secrets in config.json (no secrets workflow) | firm_secrets_workflow_check |
| H9 | HIGH | HTTP security headers absent (HSTS, X-Content-Type-Options) | firm_http_headers_check |
| H10 | HIGH | gateway.nodes.allowCommands dangerous override | firm_nodes_commands_check |
| H11 | HIGH | Trusted-proxy misconfigured (bind+proxies+auth mode) | firm_trusted_proxy_check |
| M15 | MEDIUM | Session disk budget not configured (maxDiskBytes) | firm_session_disk_budget_check |
| M16 | MEDIUM | dmPolicy=allowlist with empty allowFrom (fail-open) | firm_dm_allowlist_check |
| C7 | CRITICAL | External Secrets lifecycle not validated (inline creds) | firm_secrets_lifecycle_check |
| C8 | CRITICAL | Plugin channel HTTP auth bypass (path canonicalization) | firm_channel_auth_canon_check |
| C9 | CRITICAL | Exec approval plan mutability (symlink cwd rebind) | firm_exec_approval_freeze_check |
| H12 | HIGH | Hook session-key routing unrestricted | firm_hook_session_routing_check |
| H13 | HIGH | Config $include hardlink escape + file-size | firm_config_include_check |
| H14 | HIGH | Prototype pollution in config merge | firm_config_prototype_check |
| H15 | HIGH | SafeBins without explicit profile = unrestricted interpreter | firm_safe_bins_profile_check |
| H16 | HIGH | Group policy default not fail-closed | firm_group_policy_default_check |
| H17 | HIGH | Shell env not sanitized (LD_PRELOAD, DYLD_*) | firm_shell_env_check |
| H18 | HIGH | Plugin install integrity/pin not tracked | firm_plugin_integrity_check |
| H19 | HIGH | hooks.token = gateway.auth.token (reuse) | firm_token_separation_check |
| M17 | MEDIUM | OTEL secret redaction missing in diagnostics | firm_otel_redaction_check |
| M21 | MEDIUM | Control-plane RPC rate limiting absent | firm_rpc_rate_limit_check |
| T1 | TOOL | No observability pipeline for JSONL traces | firm_observability_pipeline |
| T3 | TOOL | pgvector memory config unchecked | firm_pgvector_memory_check |
| T4 | TOOL | No parallel agent orchestration (task DAG) | firm_agent_team_orchestrate |
| T5 | TOOL | No i18n/localization audit | firm_i18n_audit |
| T6 | TOOL | No CI pipeline completeness check | firm_ci_pipeline_check |
| T7 | TOOL | Skills loaded eagerly (no lazy loading) | firm_skill_lazy_loader + firm_skill_search |
| T8 | TOOL | No n8n workflow automation bridge | firm_n8n_workflow_export + firm_n8n_workflow_import |
| T9 | TOOL | Knowledge graph integrity unchecked | firm_knowledge_graph_check |
| T10 | TOOL | Browser automation config unchecked | firm_browser_context_check |
⚠️ Contenu généré par IA — validation humaine requise avant utilisation.
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