modscode / Gallery / context-forecast
context-forecast
Forecasts how many turns remain until auto-compaction from smoothed per-turn context growth (tool output vs conversation), and at natural breaks offers Compact now with a focus Haiku drafts.
What it does
- Draws a band above the prompt, a pane, toasts
- Adds /forecast
- Watches tool calls
- Hooks session.compact, session.end, session.start, state.set and 3 more
- Keeps its own state between turns
Good points
- No network calls
- Starts no processes
- Written in TypeScript
- Has a desktop-specific branch
Code to start from
Two kinds: a starter modscode writes from the design above, and the lines of the mod's own code that draw it.
Starter (register.tsx)
import type { Register } from 'claude-code'
// Drawn like context-forecast by mako-code (pane, band, status, toast), as modscode read it from the mod's code:
// https://modscode.com/gallery/mako-code-context-forecast/
// Written by modscode from that reading, not copied from the mod: use it as you like.
// Each value below stands for one the mod works out at run time; put in your own.
export const register: Register = on => {
// the band above the prompt; what else goes there is drawn under it
on('ui.render', { component: 'AbovePrompt' }, async ($, e, next) => {
const { Box, Text, Button } = $.ui.resolve(e)
const mark = '…'
const label = '…'
const mark2 = '…'
const mark3 = '…'
return (
<Box flexDirection="column">
<Box flexDirection="column">
<Box flexDirection="row" columnGap={1}>
<Text bold>
{mark}
</Text>
<Box flexShrink={1} flexGrow={1}>
<Text wrap="wrap" />
</Box>
</Box>
<Box flexDirection="row" flexWrap="wrap" columnGap={1} paddingLeft={2}>
<Button label={`${label}`} />
<Button label={`${label}`} />
<Button label={`${label}`} />
</Box>
</Box>
<Box flexDirection="column">
<Box flexDirection="row" columnGap={1}>
<Text bold>
{mark2}
</Text>
<Box flexShrink={1} flexGrow={1}>
<Text wrap="wrap" />
</Box>
</Box>
<Box flexDirection="row" flexWrap="wrap" columnGap={1} paddingLeft={2}>
<Button label={`${label}`} />
<Button label={`${label}`} />
<Button label={`${label}`} />
</Box>
</Box>
<Box flexDirection="column">
<Box flexDirection="row" columnGap={1}>
<Text bold>
{mark3}
</Text>
<Box flexShrink={1} flexGrow={1}>
<Text wrap="wrap" />
</Box>
</Box>
<Box flexDirection="row" flexWrap="wrap" columnGap={1} paddingLeft={2}>
<Button label={`${label}`} />
<Button label={`${label}`} />
<Button label={`${label}`} />
</Box>
</Box>
{await next(e)}
</Box>
)
})
// the pane: open it with $.ui.open({ id: 'my-pane', title: "Context forecast" })
on('ui.render', { component: 'Pane', requestId: 'my-pane' }, async ($, e) => {
const { Box, Text, Button } = $.ui.resolve(e)
const head = '…'
const outlook = '…'
const growthTool = '…'
const growthTalk = '…'
const fmtTokens = '…'
const fmtTokens2 = '…'
const fmtTokens3 = '…'
const fmtTokens4 = '…'
const fmtTokens5 = '…'
const fmtTokens6 = '…'
const fmtTokens7 = '…'
const fmtTokens8 = '…'
const fmtUsd = '…'
const status = '…'
const focus = '…'
const note = '…'
return (
<Box flexDirection="column">
<Text bold>
{head}
</Text>
<Text color="cyan">
{outlook}
</Text>
<Text dimColor>
Growth per turn (smoothed): +
{`${growthTool}${growthTalk}`}
{" = tool results +"}
{fmtTokens}
{" · conversation +"}
{fmtTokens2}
</Text>
<Box flexDirection="column" marginTop={1}>
<Text>
<Text dimColor>
{fmtTokens3}
{" │"}
</Text>
<Text color="yellow" />
</Text>
<Text>
<Text dimColor>
{fmtTokens4}
{" │"}
</Text>
<Text color="yellow" />
</Text>
<Text>
<Text dimColor>
{fmtTokens5}
{" │"}
</Text>
<Text color="yellow" />
</Text>
<Text dimColor>
{" └────────"}
</Text>
<Text dimColor>
{" context per turn, oldest → newest; ─ marks the threshold"}
</Text>
</Box>
<Box flexDirection="column" marginTop={1}>
<Text wrap="truncate-end">
{fmtTokens6}
{" "}
{" (start) "}
<Text dimColor />
</Text>
<Text wrap="truncate-end">
{fmtTokens7}
{" "}
{" (start) "}
<Text dimColor />
</Text>
<Text wrap="truncate-end">
{fmtTokens8}
{" "}
{" (start) "}
<Text dimColor />
</Text>
</Box>
<Box flexDirection="column" marginTop={1}>
<Text bold>
Focus
{" "}
<Text dimColor>
(
{`drafted by Claude Haiku, ${fmtUsd}`}
{" · "}
{status}
)
</Text>
</Text>
<Text wrap="wrap">
{focus}
</Text>
</Box>
<Text dimColor wrap="wrap">
{note}
</Text>
<Text dimColor>
{"Drafting spend this session: "}
{fmtUsd}
</Text>
<Box gap={1} marginTop={1} flexWrap="wrap">
<Button hotkey="c" label="Compact now" variant="primary" />
<Button hotkey="d" label="Draft focus" />
<Button hotkey="n" label="Not now" />
<Button hotkey="x" role="dismiss" label="Close" />
</Box>
</Box>
)
})
on('session.start', async ($, e, next) => {
const left = '…'
const target = '…'
const fmtTokens = '…'
const sizes = '…'
const drafted = '…'
await $.ui.toast(`≈${left} turn until ${target} (${fmtTokens} of ${fmtTokens}, +${fmtTokens} a turn). Compact at a natural break to choose wha…`)
await $.ui.toast(`Compacted${sizes}, keeping the focus${drafted}.`)
return next(e)
})
}
The mod's own code
Shown under the mod's licence (MIT); its text is below. Keep the notice if you copy these lines.
mods/tuning/context-forecast/hooks/register.tsx lines 374–396 · Band
on('ui.render', { component: 'AbovePrompt' }, async ($, e, next) => {
const o = await read($, offer)
if (e.props.hasSurvey || e.props.isWorking || !isOpen(o)) return next(e)
const { Box, Text, Button } = $.ui.resolve(e)
const below = await next(e)
const focus = o.focus === null ? 'drafting what to keep…' : o.focus.replace(/^keep:\s*/i, '')
const rows: BandRow[] = [
{
key: 'context-forecast-offer',
tone: o.status === 'compacting' ? 'active' : 'ask',
// the turns left are the readout's: the row only asks
title: 'Compact now?',
text: `${o.breakKind}, a good moment to compact · focus: ${focus}`,
maxLines: 3,
actions: [
{ key: 'context-forecast-compact', label: o.status === 'compacting' ? 'Compacting…' : 'Compact now', isPrimary: true, onPress: () => void compactNow($) },
{ key: 'context-forecast-later', label: 'Not now', isQuiet: true, isDismiss: true, onPress: () => void setOffer($, x => ({ ...x, status: 'dismissed', note: 'dismissed' })) },
],
},
]
if (o.note !== null) rows.push({ key: 'context-forecast-note', tone: o.status === 'failed' ? 'warn' : 'info', text: o.note })
return band({ Box, Text, Button } as unknown as BandMake, rows, e.props.bodyColumns, below)
})mods/tuning/context-forecast/hooks/band.ts lines 113–116 · Band
export function band(make: BandMake, rows: readonly BandRow[], columns: number, below?: RenderElement | null, glyphs: BandGlyphs = 'full'): RenderElement {
const drawn = rows.map(r => bandRow(make, r, columns, glyphs))
return make.Box({ flexDirection: 'column', children: isNothing(below) ? drawn : [...drawn, below as RenderElement] })
}mods/tuning/context-forecast/hooks/band.ts lines 66–106 · Band
export function bandRow(make: BandMake, row: BandRow, columns: number, glyphs: BandGlyphs = 'full'): RenderElement {
const tone = TONES[row.tone]
const mark = glyphs === 'full' && row.icon ? row.icon[0] : tone.glyph
const actions = row.actions ?? []
const buttons = actions.reduce((n, a) => n + buttonWidth(a) + 1, 0)
// a full icon (an emoji, say) may take two cells
const markWidth = glyphs === 'full' && row.icon ? 3 : 2
const head = row.title ? row.title.length + 3 : 0
const tail = row.note ? row.note.length + 3 : 0
const isStacked = actions.length > 0 && columns - markWidth - buttons - head - tail < 24
const lines = Math.max(1, row.maxLines ?? 2)
// the first line shares its width with the glyph, the title, the note and (beside it) the buttons; the others have it all
const firstLine = Math.max(10, columns - markWidth - (isStacked ? 0 : buttons) - head - tail)
const room = firstLine + (lines - 1) * Math.max(10, columns - markWidth)
const children: RenderElement[] = []
if (row.title) children.push(make.Text({ bold: true, children: [row.title] }), make.Text({ dimColor: true, children: [' · '] }))
children.push(make.Text({ children: [clipText(row.text, room)] }))
if (row.note) children.push(make.Text({ dimColor: true, children: [` · ${row.note}`] }))
const glyph = make.Text({ color: tone.color, bold: true, children: [mark] })
const text = make.Box({ flexShrink: 1, flexGrow: 1, children: [make.Text({ wrap: 'wrap', children })] })
const drawn = actions.map(a =>
make.Button({
key: a.key,
label: a.label,
...(a.hotkey ? { hotkey: a.hotkey } : {}),
...(a.isPrimary ? { variant: 'primary' } : {}),
...(a.isQuiet ? { dimColor: true } : {}),
...(a.isDismiss ? { role: 'dismiss' } : {}),
onPress: a.onPress,
}),
)
if (!isStacked) return make.Box({ key: row.key, flexDirection: 'row', columnGap: 1, children: [glyph, text, ...drawn] })
return make.Box({
key: row.key,
flexDirection: 'column',
children: [
make.Box({ flexDirection: 'row', columnGap: 1, children: [glyph, text] }),
make.Box({ flexDirection: 'row', flexWrap: 'wrap', columnGap: 1, paddingLeft: 2, children: drawn }),
],
})
}mods/tuning/context-forecast/hooks/register.tsx lines 400–476 · Pane
on('ui.render', { component: 'Pane', requestId: PANE }, async ($, e) => {
const { Box, Text, Button } = $.ui.resolve(e)
const list = await read($, points)
const f = await read($, forecast)
const o = await read($, offer)
const spent = await read($, spentUsd)
const width = Math.max(10, Math.min(60, e.props.bodyColumns - 10))
const values = list.map(p => p.context)
const rows = chart(values, f?.threshold ?? null, width, 6)
const top = Math.max(1, ...values.slice(-width), f?.threshold ?? 0) * 1.05
const lineRow = f === null ? -1 : 5 - Math.min(5, Math.floor((f.threshold / top) * 6))
const recent = list.slice(-8).reverse()
const head =
f === null
? 'No turns measured yet.'
: `Context ${fmtTokens(f.context)} / ${f.isAutoCompact ? 'auto-compact at' : 'window'} ${f.isThresholdKnown ? '' : '≈'}${fmtTokens(f.threshold)} (${Math.round((f.context / f.threshold) * 100)}%)`
const outlook = f === null || f.turnsLeft === null ? 'Not enough turns to forecast yet (or the context is not growing).' : forecastLine(f.turnsLeft, f.isAutoCompact)
return (
<Box flexDirection="column">
<Text bold>{head}</Text>
<Text color="cyan">{outlook}</Text>
{f !== null && (
<Text dimColor>
Growth per turn (smoothed): +{fmtTokens(f.growthTool + f.growthTalk)} = tool results +{fmtTokens(f.growthTool)} · conversation +{fmtTokens(f.growthTalk)}
</Text>
)}
{values.length === 0 ? (
<Box marginTop={1}>
<Text dimColor>The chart fills in as turns finish.</Text>
</Box>
) : (
<Box flexDirection="column" marginTop={1}>
{rows.map((row, i) => (
<Text>
<Text dimColor>{(i === 0 ? fmtTokens(top) : i === lineRow ? fmtTokens(f?.threshold ?? 0) : '').padStart(6)} │</Text>
<Text color={i <= lineRow ? 'yellow' : 'cyan'}>{row}</Text>
</Text>
))}
<Text dimColor>{`${''.padStart(6)} └${'─'.repeat(Math.min(width, values.length))}`}</Text>
<Text dimColor>{`${''.padStart(8)}context per turn, oldest → newest; ─ marks the threshold`}</Text>
</Box>
)}
{recent.length > 0 && (
<Box flexDirection="column" marginTop={1}>
{recent.map(p => (
<Text wrap="truncate-end">
{fmtTokens(p.context).padStart(7)} {p.isFresh ? ' (start) ' : `+${fmtTokens(p.growth)}`.padEnd(11)}
<Text dimColor>{p.isFresh ? '' : ` tools ${fmtTokens(p.tool)}`}</Text>
{p.breakKind === null ? '' : ` · ${p.breakKind}`}
</Text>
))}
</Box>
)}
{o !== null && o.focus !== null && (
<Box flexDirection="column" marginTop={1}>
<Text bold>
Focus{' '}
<Text dimColor>
({o.source === 'haiku' ? `drafted by Claude Haiku, ${fmtUsd(o.costUsd)}` : 'from the recent turns, no model'} · {o.status})
</Text>
</Text>
<Text wrap="wrap">{o.focus}</Text>
</Box>
)}
{o !== null && o.note !== null && <Text dimColor wrap="wrap">{o.note}</Text>}
{spent > 0 && <Text dimColor>Drafting spend this session: {fmtUsd(spent)}</Text>}
<Box gap={1} marginTop={1} flexWrap="wrap">
<Button key="compact" hotkey="c" label="Compact now" variant="primary" onPress={() => void compactNow($)} />
<Button key="draft" hotkey="d" label="Draft focus" onPress={() => void redraft($)} />
<Button key="dismiss" hotkey="n" label="Not now" onPress={() => setOffer($, x => ({ ...x, status: 'dismissed', note: 'dismissed' }))} />
<Button key="close" hotkey="x" role="dismiss" label="Close" onPress={() => void $.ui.close({ id: PANE })} />
</Box>
</Box>
)
})Licence text (MIT)
MIT License Copyright (c) 2026 mako-code Permission is hereby granted, free of charge, to any person obtaining a copy of this software and associated documentation files (the "Software"), to deal in the Software without restriction, including without limitation the rights to use, copy, modify, merge, publish, distribute, sublicense, and/or sell copies of the Software, and to permit persons to whom the Software is furnished to do so, subject to the following conditions: The above copyright notice and this permission notice shall be included in all copies or substantial portions of the Software. THE SOFTWARE IS PROVIDED "AS IS", WITHOUT WARRANTY OF ANY KIND, EXPRESS OR IMPLIED, INCLUDING BUT NOT LIMITED TO THE WARRANTIES OF MERCHANTABILITY, FITNESS FOR A PARTICULAR PURPOSE AND NONINFRINGEMENT. IN NO EVENT SHALL THE AUTHORS OR COPYRIGHT HOLDERS BE LIABLE FOR ANY CLAIM, DAMAGES OR OTHER LIABILITY, WHETHER IN AN ACTION OF CONTRACT, TORT OR OTHERWISE, ARISING FROM, OUT OF OR IN CONNECTION WITH THE SOFTWARE OR THE USE OR OTHER DEALINGS IN THE SOFTWARE.
What its code calls
env varsdrives Claudetool callsremembers
The design, read from code
Drawn from the mod's source at the commit read, not from a run: a list is drawn three times, a condition takes its first branch that draws in the desktop app, and a value only the run time knows is shown as a made-up sample (dotted underline) or left out. Colours and type are this site's.
What its code shows
Read from the source at commit ec6ea2383749 on 2026-10-06. The first group decides whether a mod is listed; the rest is for you to weigh. A later commit is not read until the next crawl.
| Decides the listing: code you can check | |
|---|---|
| Entry read | Every module hooks/hooks.json names was read.mods/tuning/context-forecast/hooks/register.tsx |
| Parses | Every file parses as TypeScript or JavaScript.5 files parsed |
| All its code is in the mod | Every import is a file of the mod or the engine's own module; no packages, no require.all its code is in the mod |
| Readable | No minified lines, no eval or new Function, no import of a computed path, no encoded blobs.no minified code, no eval, no encoded blobs |
| Calls in the open | Network and programs are reached as $.http.fetch and $.process.run in place, never passed around.every call outside goes through $ in the open |
| For you to weigh before installing | |
| Where it draws | The terminal, the desktop app, both, or nothing (hooks only: a guard or a prompt rewriter), as its code says. Shown, never a reason to leave a mod out.draws in the terminal and the desktop app, the same in both |
| Install line | Whether its repository's own .claude-plugin/marketplace.json lists it, so it installs from that marketplace with the lines on its page.listed in its repository's .claude-plugin/marketplace.json: installs from there |
| Programs on Windows | Whether every program it starts through $.process exists on Windows (tail, date, open, osascript, /usr/… do not).runs no program a Windows PC lacks |
| Network | Whether every fetch names its https host in the code.no network |
| Programs | Whether every program it starts is named in the code and is not a shell, an interpreter or a network tool.starts no programs |
| Reads and sends | Whether it both reads files or environment variables and reaches the network.reaches no network |
| Keys in the source | Whether the source holds what looks like an API key or a private key.no keys in the source |
| Licence | An open licence (MIT, Apache-2.0, BSD, ISC, Unlicense, 0BSD, CC0) with its text lets modscode show its code; otherwise the code is linked.MIT |
This is a reading of the code text, not a security review: it does not run the mod, and it cannot see what a program the mod starts does. The check before installing is yours. How mods are chosen
Install it
Check it yourself before you install it. Mods run unsandboxed, with your permissions, and modscode does not vouch for what this code does. Read the code below (or run claude plugin validate . in its folder), weigh what it reaches, and install the commit you read.
Its repository is its marketplace. Add that marketplace (in the terminal with these commands, or in the desktop app's plugin settings) and install the mod from it:
/plugin marketplace add mako-code/gobworks/plugin install context-forecast@gobworksThis installs the marketplace's latest commit, which may not be the one read here (ec6ea2383749). Compare them before you install.
Ask Claude about it
With the modscode connector added, Claude can read this design, what its code reaches and its code, and build on them. Ask it like this:
Read the modscode design "mako-code-context-forecast" with its code and make me a pane like itSearch them from Claude: the MCP connector
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