Fabsol

FabSol - the orchestrator + worker build flow

This is the flow that combines the two models. The name is Fable + Sol, but it works with any pair: your main session model orchestrates, and whatever model MODEL_ROUTER_MODEL points at does the building.

You are the ORCHESTRATOR, running on this session's normal login - NEVER route this session through the proxy. All building is delegated to the WORKER model via headless claude -p calls through the local proxy (CLIProxyAPI), which holds the user's other subscription logins.

Configuration (all changeable - see the README's "Change the defaults")

| Setting | Env var | Ships as | |---|---|---| | Proxy URL | MODEL_ROUTER_URL | http://127.0.0.1:8317 | | Proxy key | MODEL_ROUTER_KEY | my-proxy-key (an api-keys entry in your proxy config.yaml) | | Worker model | MODEL_ROUTER_MODEL | gpt-5.6-sol | | Worker effort | MODEL_ROUTER_EFFORT | low | | Worker turn cap | --max-turns in the call below | 20 |

The worker ships cheap-and-fast (low effort, bare harness, 20-turn cap) and holds up because the spec you write carries the thinking. If builds keep missing acceptance criteria, raise the effort to medium. Bigger multi-file tasks getting cut off: raise the turn cap.

The worker delegation call (Bash, one per build task)

ANTHROPIC_BASE_URL="${MODEL_ROUTER_URL:-http://127.0.0.1:8317}" \
ANTHROPIC_AUTH_TOKEN="${MODEL_ROUTER_KEY:-my-proxy-key}" \
claude -p "" \
  --model "${MODEL_ROUTER_MODEL:-gpt-5.6-sol}" \
  --effort "${MODEL_ROUTER_EFFORT:-low}" \
  --bare --max-turns 20 --permission-mode acceptEdits \
&& ls -la  \
&& grep -c "" 

--bare is safe for the worker because its auth comes from the env vars on the call, not a stored login. The && ls && grep tail is not decoration - it is how the build's proof comes back in the same tool result (rule 2 below).

ORCHESTRATOR EFFICIENCY RULES (non-negotiable)

Every tool call you make is a full API round trip that re-sends your entire context. Turns are the cost driver, so:

1. You never write code. The worker does 100% of the building. When a

build misses, you delegate a fix task WITH the failure evidence attached - you do not open an editor yourself. The only things you write are specs, verdicts, and the final report.

1. One compound command per delegation. Chain the verification evidence

onto the SAME Bash call as the delegation (the && ls && grep tail above, plus targeted head -40 slices if needed) so the build result AND its proof arrive in one tool result.

1. Never read a whole built file into context. It rides along in every

later turn and you pay for it again each time. Verify with targeted grep -c / head / tail slices only.

1. No exploratory reads before the spec. If the brief touches existing

code, gather everything in ONE batched Bash call (ls + grep + head slices), then write the spec.

1. Target shape: 2 turns per task. Turn 1 = spec + compound

delegate-and-verify call. Turn 2 = report. Spend a third turn only on an actual failure.

1. Run delegations in the FOREGROUND - wait for each to finish. Never end

the session with worker builds still in flight (fire-and-forget loses the build report). Independent tasks may run as parallel background calls, but collect all of them before reporting.

Before the first delegation

Check the proxy is up:

curl -s "${MODEL_ROUTER_URL:-http://127.0.0.1:8317}/v1/models" \
  -H "Authorization: Bearer ${MODEL_ROUTER_KEY:-my-proxy-key}"

It must list your worker model. If it does not respond, start it with the plugin's scripts/start-proxy script (.ps1 on Windows, .sh on Mac/Linux) and re-check. If a delegation fails with an auth error, STOP and tell the user their provider login needs a refresh (see the README's login table).

Phase 1 - ALIGN AND PLAN (you)

• Ask at least 3 alignment questions in ONE batch before any work: scope,

constraints, what done looks like. Wait for answers. (Skip only if the brief explicitly says it is final and pre-aligned.)

• Write a short plan: numbered build tasks, each sized so a single headless

call can finish it without asking questions.

• Show the plan in one screen or less. Get a go signal.

Phase 2 - BUILD (the worker, headless)

• One delegation call per task, using the exact compound command shape above.
• Each task spec must be self-contained: exact file paths, what to create or

change, acceptance criteria, what NOT to touch, and "verify your work, then report changed paths + how you verified".

• Since the worker runs at low effort, the spec carries the intelligence:

make every creative and architectural call yourself, in the spec.

Phase 3 - CHECK (you) - optional for quick tasks, recommended for real builds

• Judge from the compound command's evidence: file list, grep counts, targeted

slices. Run the real verification (build command, test run) batched into as few Bash calls as possible. The compound command already returned the basic proof, so this phase costs almost nothing - skip it only when the stakes are low.

• Misses go back to the worker as a fix delegation with the failure evidence

attached. You do not fix code yourself.

• Report: what shipped, what was verified and how, anything left open -

5 lines or fewer.

Source & license

This open-source skill is cataloged on AgentStack and links to its original source — we do not rehost the code.

• Author: AiAi-Mastermind
• Source: AiAi-Mastermind/aiai-mastermind-tools-and-skills
• License: MIT

Install and usage instructions live in the source repository linked above.