⚒️ Plan Forge
Hardened AI Development
Pipeline
Enterprise-grade guardrails that convert rough ideas into drift-proof execution contracts. Forge the plan. Harden the scope. Ship with confidence.
SpecifyStep 0
What & why
→
HardenStep 1-2
Scope contract
→
ExecuteStep 3
Slice by slice
→
SweepStep 4
No TODOs left
→
ReviewStep 5
Drift detection
→
ShipStep 6
Commit & close
7
Pipeline Steps
9
Tech Presets
14
Reviewer Agents
12
Skills
106
MCP Tools
What's in the Forge
 | Instruction files auto-load by file type | 22 per preset | + Temper Guards |
 | Reviewer agents audit your code read-only | 14 agents | Independent review |
 | Skills chain tool calls with validation | /forge-quench | Exit Proof required |
 | Scaffold prompts generate consistent code | 22 templates | Cookie cutters |
 | Scope contracts prevent drift | Forbidden Actions | Binary enforcement |
 | Live dashboard with 8 real-time tabs | :3100/dashboard | Traces · Cost · Replay |
 | CLI + MCP tools for automation | pforge smith | 106 forge tools |
 | OpenBrain carries memory across sessions | search + capture | Nothing forgotten |
 | LiveGuard: 14 post-coding intelligence tools | forge_liveguard_run | Detect · Respond · Learn |
| Hallmark provenance — drift detection across sessions | pforge-sdk/hallmark | hallmark/v1 schema |
Verified: A/B Test Results
99
Plan Forge
60 tests · 6 interfaces · 9 DTOs
44
Vibe Coding
13 tests · 0 interfaces · 0 DTOs
🛡️ Temper Guards — Shortcut Prevention
Every instruction file includes tables of common shortcuts AI agents use to cut corners — paired with concrete rebuttals. Named after the metallurgical tempering process.
"This is too simple to test"
→ Simple code gets modified later. The test documents the contract.
→ Simple code gets modified later. The test documents the contract.
What Sets the Forge Apart
Quorum Mode
3 models analyze each slice in parallel. Reviewer synthesizes the best approach. Power + Speed presets.
4-Session Isolation
Builder never reviews its own work. Fresh context per session eliminates sunk-cost bias.
Lifecycle Hooks
SessionStart · PreToolUse · PostToolUse · Stop + LiveGuard: PreDeploy · PostSlice · PreAgentHandoff.
7 Agent Adapters
Copilot · Claude · Cursor · Windsurf · Codex · Gemini · Generic — one setup, every tool.
Cost Tracking
Per-slice tokens, 23-model pricing table, --estimate before running, monthly aggregation.
Auto-Escalation
Slice fails on one model? Auto-routes to the next in the escalation chain. No manual intervention.