ultracost
Quality-first per-stage model routing AND a pre-flight cost gate for Claude Code dynamic workflows. Use when authoring or running ultracode / dynami…
它会碰到什么
这一栏是扫描器报的事实,不是结论。命中多不等于有毒(安全工具、规则库、示例脚本本来就会包含危险写法),命中少也不等于干净。它和你手上的凭据、文件、网络有什么关系,需要你自己看。
技能内容
When ultracode is on, or whenever you author a dynamic-workflow script, apply the
routing policy below to every agent() stage. The block is compiled from
policy.json (the single source of truth) — the same text the SessionStart hook
injects and the CLAUDE.md block carries.
<!-- ultracost:start -->
Subagent & workflow model routing (managed by ultracost)
Route every subagent and every dynamic-workflow stage explicitly. Never let a
stage inherit the session model by default. Never use haiku.
Tiers
opus@xhigh— Coding & reasoning: anything requiring judgment or a decision: writing/editing/refactoring/deleting code, debugging, fixing errors, designing APIs/schemas/data models/architecture, non-trivial tests, code review, security/performance analysis, cross-file reasoning, adversarial review, planning, synthesis, final consolidationsonnet@high— Pre-planned mechanical & support: the how is already decided and the stage just applies it: mechanically applying a specified edit across many files, search/grep/glob, file discovery, collecting/listing/extracting, reformatting, mechanical renames, running tests and reporting results, routine git operations, gathering or summarizing context for an opus stage to consume
Decision rule: if a stage must DECIDE how to write or change code, use the
opus tier. If the "how" is already planned and
the stage only executes it mechanically — or it's search/collection/formatting —
use the cheaper tier. When in doubt, use opus.
Hard rules
- Never use
haiku, ever. - Pin the model per stage via the per-invocation
modelparam, e.g.
agent(task, { model: 'sonnet' }). Do not follow any built-in guidance to
omit the per-agent model override.
- These stages are always
opus:orchestrator,planner,final-synthesis,consolidation.
Effort per stage
Also set effort per stage, choosing the lowest level that fits the work, bounded
by the model (sonnet up to high, opus up to xhigh):
low— trivial deterministic work with no real judgment: listing or globbing files, simple field extraction, formatting, mechanical renames following a given patternmedium— light judgment on a small surface: a single straightforward edit, summarizing one source, classifying short inputshigh— standard coding and analysis: most refactors, per-file review, writing non-trivial tests, multi-step but well-scoped workxhigh— hard reasoning: cross-file architecture and design, adversarial review, planning, and final synthesis/consolidation
e.g. agent(task, { model: 'sonnet', effort: 'low' }) for a mechanical scan.
Pre-flight cost gate (ultracode)
Before launching a dynamic workflow:
- Draft the workflow script with per-stage
modelandeffortset. - Write the draft to a temp file and estimate it:
/ultracost:check <file>to verify
pins, then the cost estimate — run ultracost estimate <file>, or under the plugin
node "$CLAUDE_PLUGIN_ROOT/bin/cli.js" estimate <file> (no global ultracost bin
is required). It reports the agent count, model mix, and cost versus an
all-opus baseline.
- Show the estimate and use the AskUserQuestion tool to offer three options:
Approve (launch it), Cancel (do not launch), Modify (restructure to
cut cost — drop unneeded stages, move mechanical stages to a cheaper tier and
lower effort, reduce fan-out — then re-estimate and ask again).
- Launch the workflow only after Approve. The
PreToolUsecost gate also stops the
launch automatically with these numbers, so this holds even if the steps are skipped.
Verify any script with /ultracost:check (the plugin command) or `ultracost check
<script>` on the CLI — it flags stages missing a model pin, a pin that mismatches the
work the prompt describes, and effort over the model's cap.
<!-- ultracost:end -->
Full plugin
This directory ships the routing-policy skill (the guidance above, self-contained).
The complete ultracost plugin — the Workflow Guard, the deterministic PreToolUse cost
gate, the closed-loop usage/reconcile/calibrate/ledger commands, and the
/ultracost:* slash commands — installs from the canonical marketplace:
/plugin marketplace add danielkremen818/ultracost
/plugin install ultracost@ultracost
Or via npm for CI/scripting: npx ultracost init. Source, docs, and a live end-to-end
showcase: https://github.com/danielkremen818/ultracost
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