Pre-action gates that block AI agents from repeating known mistakes.
npm package: — install with []( — Free stays local-first with 5 daily feedback captures, 10 daily lesson searches, unlimited recall, and gating. Vague thumbs feedback can be distilled from the last ~10 messages and failed tool call. Pro adds a personal local dashboard, Model Hardening Advisor, and LoRA/PEFT export. Team rollout starts at the shared hosted lesson DB, org dashboard, and generated…
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query_social_metricsNo description publishedThis tool published no description. Forge does not invent one.
top_social_contentNo description publishedThis tool published no description. Forge does not invent one.
follower_growthNo description publishedThis tool published no description. Forge does not invent one.
social_digestNo description publishedThis tool published no description. Forge does not invent one.
mcp-memory-gatewayNo description publishedThis tool published no description. Forge does not invent one.
stripe-integrationNo description publishedThis tool published no description. Forge does not invent one.
railway-deployNo description publishedThis tool published no description. Forge does not invent one.
database-migrationNo description publishedThis tool published no description. Forge does not invent one.
capture_feedbackNo description publishedThis tool published no description. Forge does not invent one.
feedback_summaryNo description publishedThis tool published no description. Forge does not invent one.
search_lessonsNo description publishedThis tool published no description. Forge does not invent one.
retrieve_lessonsNo description publishedThis tool published no description. Forge does not invent one.
search_rlhfNo description publishedThis tool published no description. Forge does not invent one.
feedback_statsNo description publishedThis tool published no description. Forge does not invent one.
diagnose_failureNo description publishedThis tool published no description. Forge does not invent one.
infer_lesson_from_historyNo description publishedThis tool published no description. Forge does not invent one.
list_intentsNo description publishedThis tool published no description. Forge does not invent one.
plan_intentNo description publishedThis tool published no description. Forge does not invent one.
start_handoffNo description publishedThis tool published no description. Forge does not invent one.
complete_handoffNo description publishedThis tool published no description. Forge does not invent one.
describe_reliability_entityNo description publishedThis tool published no description. Forge does not invent one.
get_reliability_rulesNo description publishedThis tool published no description. Forge does not invent one.
enforcement_matrixNo description publishedThis tool published no description. Forge does not invent one.
capture_memory_feedbackNo description publishedThis tool published no description. Forge does not invent one.
bootstrap_internal_agentNo description publishedThis tool published no description. Forge does not invent one.
prevention_rulesNo description publishedThis tool published no description. Forge does not invent one.
export_dpo_pairsNo description publishedThis tool published no description. Forge does not invent one.
export_databricks_bundleNo description publishedThis tool published no description. Forge does not invent one.
construct_context_packNo description publishedThis tool published no description. Forge does not invent one.
evaluate_context_packprivilegedNo description publishedThis tool published no description. Forge does not invent one.
context_provenanceNo description publishedThis tool published no description. Forge does not invent one.
generate_skillprivilegedNo description publishedThis tool published no description. Forge does not invent one.
recallNo description publishedThis tool published no description. Forge does not invent one.
satisfy_gateNo description publishedThis tool published no description. Forge does not invent one.
track_actionNo description publishedThis tool published no description. Forge does not invent one.
verify_claimNo description publishedThis tool published no description. Forge does not invent one.
register_claim_gateNo description publishedThis tool published no description. Forge does not invent one.
gate_statsNo description publishedThis tool published no description. Forge does not invent one.
dashboardNo description publishedThis tool published no description. Forge does not invent one.
org_dashboardNo description publishedThis tool published no description. Forge does not invent one.
0 of 40 tools published a description.
Tool names and descriptions are written by the publisher and shown verbatim as inert text. They are the strings an MCP client passes to a model, so Forge scans them for prompt-injection patterns — any finding appears with the security scan above. “Privileged” is a keyword match on the tool name, not an audit of what the tool does: a benign-sounding name can still do anything.
npm package: — install with []( — Free stays local-first with 5 daily feedback captures, 10 daily lesson searches, unlimited recall, and gating. Vague thumbs feedback can be distilled from the last ~10 messages and failed tool call. Pro adds a personal local dashboard, Model Hardening Advisor, and LoRA/PEFT export. Team rollout starts at the shared hosted lesson DB, org dashboard, and generated hosted review views. Repo boundary: this repository is the public base runtime (). The paid overlay…
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