Start with /do.
Scale when the work demands it.
Citadel adds durable state, verification, recovery, and coordination around the coding agent you already use. No new IDE. No orchestration vocabulary to memorize.
Describe the outcome. Inspect the routing evidence.
This local visualization resolves only exact commands. For natural-language work it shows generated skill candidates, then stops where the real /do agent performs semantic classification.
/do/do nextOperate a real Citadel journey
Choose a task, step through the operating loop, and inspect the repository state that survives after the conversation ends.
A persistent feature enters through one command
Citadel begins with the request, not a manually selected orchestrator.
One objective. Two runtimes. One proof standard.
Operation Fork runs Claude Code and Codex from the same commit, under the same workflow and verifier, then compares receipts instead of personalities.
How routing works
TIER 0
Exact Command Match
Generated whole-input command contract
~0 tokens · <1ms
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The normalized whole input must equal a registered deterministic command. A word inside a larger request never triggers execution. Project commands such as "build" become executable only after the target package declares that script; "build a caching layer" always continues to semantic routing.
Tier 1 (active session context) is evaluated in live Claude Code sessions - skipped in this demo.
TIER 2
Candidate Lookup
Generated from every routable skill
~0 tokens · <10ms
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The input is scanned against the generated skill catalog. Matches such as "review" → /review and "debug" → /systematic-debugging become candidate evidence. The real agent still confirms intent before dispatch.
TIER 3
LLM Classifier
Performed by the real /do agent
~500 tokens · <2s
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The runtime agent classifies scope, complexity, intent, persistence, parallelism, and judgment using the request plus candidate evidence. This static visualization does not imitate that model decision or claim a final route.
What you actually get
Real output from real sessions. No wireframes, no mockups.
Work that spans sessions. Automatically.
Complex tasks run across sessions without losing direction - or your confidence.
Proof receipts, not confidence theater
Every result names what happened, where to inspect it, and what the evidence does not prove.
Fifteen PRs merged and deployed through one serialized steward lane.
Claude Code and Codex completed install, route, verify, handoff, resume, and rollback across three operating systems.
Removing an expected telemetry source changes the status instead of manufacturing a pass.
Campaign direction, evidence, decisions, and next action reload from repository files.
The release includes an archive, file manifest, SHA-256 sidecar, update plan, and rollback path.
Three separately frozen local studies retained every failure. V1's apparent savings reverse under timeout sensitivity; v2 shows verifier escalation costing more; v3 verifies repository artifacts while missing its economic gates.
Try it now.
Install for Claude Code or OpenAI Codex.
Citadel detects the runtime and prepares the current git repository.
/do review README.md, inspect the route and handoff, then close the session and run /do next in a fresh one.