SLOPSHOPPER

compact-shaper

Summarizes compactions as a handoff, and cuts re-readable tool output instead on /compact prune

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★ 2v0.2.0MITupdated 2026-10-04MichaelP17/claude-mods/compact-shaper
A shopper browsing a rack in a slop shop
Preview · a replayed session in a sandbox
claude · ~/work/app · compact-shaper
› fix the failing auth test and add an audit log call ⏺ Read(src/auth.ts) ⎿ Read 6 lines ⏺ Update(src/auth.ts) ⎿ Added 2 lines, removed 1 line ⏺ Bash(bun test) ⎿ 3 pass, 1 fail ● Done. refresh now rejects expired claims and logs an audit event. ✻ Worked for 42s · done 4:20 PM › /prune-preview ⎿ compact-shaper: prune preview: 97k → 97k (−0%) · 0 outputs cut ────────────────────────────────────────────────────────────────────────────────────────────────────────────────────── › ? for shortcuts
README

compact-shaper

Shapes Claude Code's compaction. A normal compaction is summarized as a handoff; /compact prune cuts tool output that can be read again instead, and keeps every message word for word.

Two ways to compact

CommandWhat happensWhen it fits
/compactClaude Code's own summary, written along the structure of a handoff: goal, state, decisions and their reasons, rejected approaches, open points, next step, files to read first. Text after /compact is added to that structureSeveral topics in, or the context is large; the summary is far smaller than anything a cut leaves
/compact pruneLong tool outputs are cut to their head and a note on how to get them back; messages stay exactly as writtenIn the middle of a task, when the exact thread of the conversation matters more than the size

The automatic compaction takes the first path. Subagents keep the native compaction unchanged.

/prune-preview shows what /compact prune would cut, without changing anything.

The handoff-shaped summary stays inside the session; it writes no HANDOFF.md. For a break between tasks, or to continue on another device, a written handoff and /clear beat both: cache-watch offers that at the right moments.

What /compact prune cuts

Every tool output longer than keepHeadChars + 200 characters, outside the first and the newest preserveRecentMessages messages, keeps its first keepHeadChars characters. Read results of a file that was later edited or read again in full count as superseded and are cut the same way. Edit and Write inputs shrink to their head, since the file on disk holds the current content.

Protected, because they cannot simply be produced again:

  • results of subagents (Agent, Task)
  • failed tool calls
  • git status, git stash list, gh run view and gh pr checks: snapshots of a state that has moved on, and CI logs that expire

A cut that saves less than 10% is skipped and leaves the conversation unchanged.

Configuration

OptionDefaultMeaning
preserveRecentMessages6Newest messages that are never cut
keepHeadChars300How much of a cut output stays

Change them in /config, or in ~/.claude/settings.json under pluginConfigs["compact-shaper"].options.

Source 2 files
hooks/register.ts 85 lines
1import type { Register } from 'claude-code'
2
3import { pruneTranscript } from './prune'
4import type { Decision, Outcome } from './prune'
5
6// A prune that saves less than this is not worth rewriting the transcript.
7const MIN_REDUCTION = 0.1
8
9export const HANDOFF_INSTRUCTIONS =
10  'Write the summary as a handoff the rest of this session continues from without asking anything. Cover, in this order: the goal; the current state, including the branch and what is done, committed or still open; decisions with their reasons; approaches that were rejected and why; open points; the exact next step; the files to read first. Quote the requirements and corrections the user gave word for word. Leave out anything that can be re-read from the code or the repository.'
11
12let preserveRecentMessages = 6
13let keepHeadChars = 300
14
15function formatTokens(tokens: number): string {
16  return tokens >= 1000 ? `${Math.round(tokens / 1000)}k` : String(tokens)
17}
18
19function reductionOf(outcome: Outcome): number {
20  return outcome.tokensBefore === 0 ? 0 : 1 - outcome.tokensAfter / outcome.tokensBefore
21}
22
23function reportOf(outcome: Outcome, verb: string): string {
24  const cut = outcome.decisions.filter(i => i.reason === 'cut' || i.reason === 'superseded')
25  const kept = outcome.decisions.filter(i => i.reason === 'protected')
26  const line = (decision: Decision) =>
27    `- ${decision.tool} ${decision.input.slice(0, 80)} (${decision.resultChars} chars, ${decision.reason})`
28  const largest = [...cut].sort((a, b) => b.resultChars - a.resultChars).slice(0, 8)
29  const lines = [
30    `prune ${verb}: ${formatTokens(outcome.tokensBefore)} → ${formatTokens(outcome.tokensAfter)} (−${Math.round(reductionOf(outcome) * 100)}%) · ${cut.length} outputs cut`,
31  ]
32  if (largest.length > 0) {
33    lines.push('Largest cuts:', ...largest.map(line))
34  }
35  if (kept.length > 0) {
36    lines.push('Protected:', ...kept.map(line))
37  }
38
39  return lines.join('\n')
40}
41
42export const register: Register = (on, options) => {
43  preserveRecentMessages = Number(options.preserveRecentMessages ?? 6)
44  keepHeadChars = Number(options.keepHeadChars ?? 300)
45
46  on('session.start', async ($, e, next) => {
47    await $.command.register({
48      name: 'prune-preview',
49      description: 'Show what /compact prune would cut from this conversation, without changing it',
50    })
51
52    return next(e)
53  })
54
55  on('command.run', { command: 'prune-preview' }, async $ => {
56    const usage = await $.session.usage()
57    const messages = await $.session.messages()
58    const outcome = pruneTranscript(messages, usage.context.tokens ?? 0, preserveRecentMessages, keepHeadChars)
59
60    return { text: reportOf(outcome, 'preview') }
61  })
62
63  // `/compact prune` cuts re-readable tool output instead of summarizing. It
64  // rides on /compact because `$.session.compact()` skips the calling plugin's
65  // own hook and may not run from a command hook at all.
66  on('session.compact', async ($, e, next) => {
67    if (e.agentId !== undefined) {
68      return next(e)
69    }
70    if (e.trigger === 'manual' && e.instructions?.trim().toLowerCase() === 'prune') {
71      const usage = await $.session.usage()
72      const outcome = pruneTranscript(e.messages, usage.context.tokens ?? 0, preserveRecentMessages, keepHeadChars)
73      if (reductionOf(outcome) < MIN_REDUCTION) {
74        return { skip: `prune: nothing worth cutting (−${Math.round(reductionOf(outcome) * 100)}%)` }
75      }
76      $.ui.toast(reportOf(outcome, 'applied').split('\n')[0] ?? '', { timeoutMs: 15_000 })
77
78      return { messages: outcome.messages, tokensBefore: outcome.tokensBefore, tokensAfter: outcome.tokensAfter }
79    }
80    const instructions = e.instructions === undefined ? HANDOFF_INSTRUCTIONS : `${HANDOFF_INSTRUCTIONS}\n\n${e.instructions}`
81
82    return next({ ...e, instructions })
83  })
84}
85
hooks/prune.ts 294 lines
1import type { SessionMessage, ToolResultSummary, ToolUseSummary } from 'claude-code'
2
3export type Call = {
4  id: string
5  toolUseId: string
6  tool: string
7  input: Readonly<Record<string, unknown>>
8  callIndex: number
9  resultText: string
10  isError: boolean
11  isPinned: boolean
12}
13
14export type Reason = 'pinned' | 'protected' | 'superseded' | 'short' | 'cut'
15
16export type Decision = {
17  id: string
18  tool: string
19  input: string
20  resultChars: number
21  reason: Reason
22}
23
24export type Outcome = {
25  messages: SessionMessage[]
26  tokensBefore: number
27  tokensAfter: number
28  decisions: Decision[]
29}
30
31const WRITE_TOOLS = new Set(['Edit', 'Write', 'MultiEdit', 'NotebookEdit'])
32const WRITE_FIELDS = new Set(['content', 'new_string', 'old_string', 'new_source', 'edits'])
33
34// Getting these back costs more than a re-read: a subagent has to run again.
35const AGENT_TOOLS = new Set(['Agent', 'Task'])
36
37// Snapshots of state that has moved on since, and CI logs that expire.
38const UNREPEATABLE_COMMAND = /\b(git (status|stash list)|gh run view|gh pr checks)\b/
39
40export function isPinned(index: number, total: number, preserveRecentMessages: number): boolean {
41  return index === 0 || index >= total - preserveRecentMessages
42}
43
44export function collectCalls(messages: readonly SessionMessage[], preserveRecentMessages: number): Call[] {
45  const results = new Map<string, { index: number; result: ToolResultSummary }>()
46  messages.forEach((message, index) => {
47    for (const result of message.toolResults ?? []) {
48      results.set(result.tool_use_id, { index, result })
49    }
50  })
51  const calls: Call[] = []
52  messages.forEach((message, callIndex) => {
53    for (const use of message.toolUses) {
54      const found = results.get(use.tool_use_id)
55      const resultText = found?.result.text ?? use.text
56      if (resultText === undefined) {
57        continue
58      }
59      const resultIndex = found?.index ?? callIndex
60      calls.push({
61        id: `t${calls.length + 1}`,
62        toolUseId: use.tool_use_id,
63        tool: use.tool,
64        input: use.input,
65        callIndex,
66        resultText,
67        isError: found?.result.isError ?? use.isError === true,
68        isPinned:
69          isPinned(callIndex, messages.length, preserveRecentMessages) ||
70          isPinned(resultIndex, messages.length, preserveRecentMessages),
71      })
72    }
73  })
74
75  return calls
76}
77
78function pathOf(call: Call): string | undefined {
79  const path = call.input.file_path ?? call.input.notebook_path
80
81  return typeof path === 'string' ? path : undefined
82}
83
84function isFullRead(call: Call): boolean {
85  return call.tool === 'Read' && call.input.offset === undefined && call.input.limit === undefined
86}
87
88// A Read result is outdated once the same file was written, and redundant once
89// it was read again in full. The file on disk stays the source of truth.
90export function supersededReads(calls: readonly Call[]): Set<string> {
91  const superseded = new Set<string>()
92  calls.forEach((call, index) => {
93    const path = pathOf(call)
94    if (call.tool !== 'Read' || call.isPinned || path === undefined) {
95      return
96    }
97    const isReplaced = calls
98      .slice(index + 1)
99      .some(i => pathOf(i) === path && (WRITE_TOOLS.has(i.tool) || isFullRead(i)))
100    if (isReplaced) {
101      superseded.add(call.id)
102    }
103  })
104
105  return superseded
106}
107
108function shortened(text: string, headChars: number, note: string): string {
109  if (text.length <= headChars + 200) {
110    return text
111  }
112
113  return `${text.slice(0, headChars)}\n[pruned ${text.length - headChars} chars; ${note}]`
114}
115
116export function truncateResult(text: string, headChars: number, tool: string): string {
117  return shortened(text, headChars, `run ${tool} again if the content is needed`)
118}
119
120function shrinkValue(value: unknown, headChars: number): unknown {
121  if (typeof value === 'string') {
122    return shortened(value, headChars, 'the file on disk holds the current content')
123  }
124  if (Array.isArray(value)) {
125    return value.map(i => shrinkValue(i, headChars))
126  }
127  if (value !== null && typeof value === 'object') {
128    return Object.fromEntries(Object.entries(value).map(([key, inner]) => [key, shrinkValue(inner, headChars)]))
129  }
130
131  return value
132}
133
134// What an edit wrote is on disk; the transcript only needs to show that it
135// happened and roughly what it touched.
136export function shrinkWriteInput(
137  tool: string,
138  input: Readonly<Record<string, unknown>>,
139  headChars: number,
140): Record<string, unknown> | null {
141  if (!WRITE_TOOLS.has(tool)) {
142    return null
143  }
144  const shrunk = Object.fromEntries(
145    Object.entries(input).map(([key, value]) => [key, WRITE_FIELDS.has(key) ? shrinkValue(value, headChars) : value]),
146  )
147
148  return JSON.stringify(shrunk) === JSON.stringify(input) ? null : shrunk
149}
150
151function rebuiltUse(use: ToolUseSummary, text: string | undefined, input: Record<string, unknown> | null): ToolUseSummary {
152  const copy: ToolUseSummary = { tool_use_id: use.tool_use_id, tool: use.tool, input: input ?? use.input }
153  if (text !== undefined) {
154    copy.text = text
155  }
156  if (use.isError === true) {
157    copy.isError = true
158  }
159
160  return copy
161}
162
163/**
164 * Rebuilds the transcript with the dropped results cut to their head and the
165 * write inputs of unpinned calls shrunk. Messages left untouched are returned
166 * as the same objects, so they keep the engine's handle.
167 */
168export function applyDrops(
169  messages: readonly SessionMessage[],
170  calls: readonly Call[],
171  dropped: ReadonlySet<string>,
172  headChars: number,
173): SessionMessage[] {
174  const byToolUseId = new Map(calls.map(i => [i.toolUseId, i]))
175  const isDropped = (toolUseId: string) => {
176    const call = byToolUseId.get(toolUseId)
177
178    return call !== undefined && dropped.has(call.id)
179  }
180  const shrinkable = (use: ToolUseSummary) => {
181    const call = byToolUseId.get(use.tool_use_id)
182
183    return call !== undefined && !call.isPinned ? shrinkWriteInput(use.tool, use.input, headChars) : null
184  }
185
186  return messages.map(message => {
187    const uses = message.toolUses.map(use => {
188      const input = shrinkable(use)
189      const text = isDropped(use.tool_use_id) && use.text !== undefined ? truncateResult(use.text, headChars, use.tool) : use.text
190      if (input === null && text === use.text) {
191        return use
192      }
193
194      return rebuiltUse(use, text, input)
195    })
196    const results = (message.toolResults ?? []).map(result => {
197      if (!isDropped(result.tool_use_id)) {
198        return result
199      }
200      const tool = byToolUseId.get(result.tool_use_id)?.tool ?? 'the tool'
201      const text = truncateResult(result.text, headChars, tool)
202
203      return text === result.text ? result : { tool_use_id: result.tool_use_id, text, isError: result.isError }
204    })
205    const isTouched =
206      uses.some((use, index) => use !== message.toolUses[index]) ||
207      results.some((result, index) => result !== message.toolResults?.[index])
208    if (!isTouched) {
209      return message
210    }
211    const rebuilt: SessionMessage = { role: message.role, text: message.text, toolUses: uses }
212    if (message.toolResults !== undefined) {
213      rebuilt.toolResults = results
214    }
215
216    return rebuilt
217  })
218}
219
220export function charsOf(messages: readonly SessionMessage[]): number {
221  const hasResultRows = messages.some(i => (i.toolResults ?? []).length > 0)
222  let total = 0
223  for (const message of messages) {
224    total += message.text.length
225    for (const use of message.toolUses) {
226      total += JSON.stringify(use.input).length
227      if (!hasResultRows) {
228        total += use.text?.length ?? 0
229      }
230    }
231    for (const result of message.toolResults ?? []) {
232      total += result.text.length
233    }
234  }
235
236  return total
237}
238
239// Output that cannot simply be produced again stays: errors are usually what
240// the work is about, and the rest is listed above.
241export function isProtected(call: Call): boolean {
242  if (call.isError || AGENT_TOOLS.has(call.tool)) {
243    return true
244  }
245
246  return call.tool === 'Bash' && typeof call.input.command === 'string' && UNREPEATABLE_COMMAND.test(call.input.command)
247}
248
249/**
250 * Cuts every tool output that can be read again: outside the first and the
251 * newest messages, not protected, and long enough for a cut to matter. Read
252 * results a later write or full read replaced count as superseded. Text
253 * messages are never touched.
254 */
255export function pruneTranscript(
256  messages: readonly SessionMessage[],
257  tokensBefore: number,
258  preserveRecentMessages: number,
259  keepHeadChars: number,
260): Outcome {
261  const calls = collectCalls(messages, preserveRecentMessages)
262  const superseded = supersededReads(calls)
263  const reasonOf = (call: Call): Reason => {
264    if (call.isPinned) {
265      return 'pinned'
266    }
267    if (superseded.has(call.id)) {
268      return 'superseded'
269    }
270    if (isProtected(call)) {
271      return 'protected'
272    }
273
274    return call.resultText.length > keepHeadChars + 200 ? 'cut' : 'short'
275  }
276  const decisions = calls.map(call => ({
277    id: call.id,
278    tool: call.tool,
279    input: JSON.stringify(call.input).slice(0, 160),
280    resultChars: call.resultText.length,
281    reason: reasonOf(call),
282  }))
283  const dropped = new Set(decisions.filter(i => i.reason === 'cut' || i.reason === 'superseded').map(i => i.id))
284  const pruned = applyDrops(messages, calls, dropped, keepHeadChars)
285  const charsBefore = Math.max(1, charsOf(messages))
286
287  return {
288    messages: pruned,
289    tokensBefore,
290    tokensAfter: Math.round((tokensBefore * charsOf(pruned)) / charsBefore),
291    decisions,
292  }
293}
294