Merge pull request #862 from AVSRPA1KR/feat/defer-report-baselines

feat(act): measure realized savings for defer-* actions in act report
This commit is contained in:
ozymandiashh 2026-08-04 02:34:44 +03:00 committed by GitHub
commit fe760f0e76
No known key found for this signature in database
GPG key ID: B5690EEEBB952194
3 changed files with 293 additions and 5 deletions

1
node_modules Symbolic link
View file

@ -0,0 +1 @@
/Users/husamsoboh/codeburn/node_modules

View file

@ -39,16 +39,27 @@ const HONEST_FOOTER =
'Estimates are scaled to the measured window for comparability; the at-apply estimate is kept in --json. '
+ 'MCP and archive realized figures are derived from per-session baselines times session counts, not independently measured. '
+ 'Each fix measures only its own metric; effects are never attributed across signals. '
+ 'Guard rows are correlation, not attribution. Realized numbers are rounded down.'
+ 'Guard rows are correlation, not attribution. Realized numbers are rounded down. '
+ 'Deferral rows exclude servers an MCP remove/scope row already measures.'
const MCP_KINDS = new Set<ActionKind>(['mcp-remove', 'mcp-project-scope'])
// defer-* re-enable native MCP tool deferral (part 2 of #614): the same
// prefix schema tokens mcp-remove eliminates, deferral moves out of the
// upfront prefix. Realized the same way — per-session schema tokens times the
// post-apply sessions that benefited — but "benefited" flips: instead of a
// server no longer loading, it is deferral having become active (the session
// now carries a deferred-tools inventory, the detector's own signal).
const DEFER_KINDS = new Set<ActionKind>(['defer-enable', 'defer-alwaysload', 'defer-threshold'])
const ARCHIVE_DEF_TOKENS: Partial<Record<ActionKind, number>> = {
'archive-skill': TOKENS_PER_SKILL_DEF,
'archive-agent': TOKENS_PER_AGENT_DEF,
'archive-command': TOKENS_PER_COMMAND_DEF,
}
export type RealizedStatus = 'measured' | 'reverted' | 'not-measurable'
// 'pending' means the applied change has not taken effect in any post-apply
// session yet (e.g. deferral before a client restart) - distinct from
// 'reverted', which asserts the user undid it.
export type RealizedStatus = 'measured' | 'reverted' | 'not-measurable' | 'pending'
export type ActReportRow = {
id: string
@ -178,6 +189,28 @@ function countSessionsLoading(projects: ProjectSummary[], servers: string[]): nu
return allSessions(projects).filter(s => sessionLoadsAny(s, servers)).length
}
// Deferral is active in a session exactly when Claude Code emitted a
// deferred-tools inventory for it — the same signal the mcp-deferral-off
// detector uses (its absence, alongside MCP overhead, is what flags a gap).
function sessionHasDeferralActive(s: SessionSummary): boolean {
return (s.mcpInventory?.length ?? 0) > 0
}
// MCP servers observed loading in the window (via inventory or invocation).
// defer-enable / defer-threshold re-enable deferral for the whole MCP surface
// rather than a named set, so the affected servers are derived here.
function observedMcpServers(projects: ProjectSummary[]): string[] {
const servers = new Set<string>()
for (const s of allSessions(projects)) {
for (const fqn of s.mcpInventory ?? []) {
const seg = fqn.split('__')[1]
if (seg) servers.add(seg)
}
for (const server of Object.keys(s.mcpBreakdown)) servers.add(server)
}
return [...servers]
}
// A kind whose realized effect is a token saving (everything except guard,
// which is a dollars/yield correlation, and out-of-scope kinds).
function isTokenKind(kind: ActionKind): boolean {
@ -226,6 +259,45 @@ function mcpRow(
return { ...base, estimatedForWindow, status: 'measured', realizedTokens: Math.floor(perSessionTokens * savedSessions), confidence }
}
function deferRow(
base: ActReportRow, sessions: SessionSummary[],
baseline: ActionBaseline, afterStart: Date, now: Date,
mcpClaimedServers: ReadonlySet<string>,
): ActReportRow {
// Sum only the servers no MCP row claims (see mcpClaimedServers in
// computeActReport), so the same schema tokens are never realized twice.
const counted = Object.entries(baseline.metrics).filter(([server]) => !mcpClaimedServers.has(server))
const excludedServers = Object.keys(baseline.metrics).length - counted.length
const perSessionTokens = counted.reduce((a, [, tokens]) => a + tokens, 0)
if (perSessionTokens === 0) {
return {
...base,
note: excludedServers > 0
? 'not measurable: every server in this baseline is already measured by an MCP remove/scope row'
: 'not measurable: empty baseline',
}
}
if (sessions.length === 0) return { ...base, note: 'not measurable: no sessions in the window yet' }
const estimatedForWindow = Math.floor(perSessionTokens * sessions.length)
// A post-apply session realized the saving only if deferral actually became
// active in it. ENABLE_TOOL_SEARCH is read at process start, so sessions
// begun before the user restarted still run deferral-off — those aren't
// counted, and if none benefited we report it plainly rather than claim a
// saving that hasn't taken effect.
const deferredSessions = sessions.filter(sessionHasDeferralActive).length
const confidence = confidenceFor(sessions.length, baseline, afterStart, now)
if (deferredSessions === 0) {
return {
...base,
estimatedForWindow,
status: 'pending',
confidence,
note: `not yet in effect: deferral is still inactive in ${sessions.length} post-apply session${sessions.length === 1 ? '' : 's'} (takes effect on the next session; the client may not have restarted, or the change was reverted)`,
}
}
return { ...base, estimatedForWindow, status: 'measured', realizedTokens: Math.floor(perSessionTokens * deferredSessions), confidence }
}
function archiveRow(
base: ActReportRow, rec: ActionRecord, sessions: SessionSummary[],
baseline: ActionBaseline, afterStart: Date, now: Date,
@ -358,7 +430,7 @@ async function modelDefaultRow(
async function computeRow(
rec: ActionRecord, sessions: SessionSummary[], afterStart: Date, now: Date,
opts: ActReportOptions, modelDefaultProjectFound = true,
mcpClaimedServers: ReadonlySet<string>, opts: ActReportOptions, modelDefaultProjectFound = true,
): Promise<ActReportRow> {
const estimatedAtApply = rec.baseline?.estimatedTokens ?? 0
const base: ActReportRow = {
@ -378,6 +450,7 @@ async function computeRow(
if (!baseline) return { ...base, note: 'not measurable: no baseline captured at apply time' }
if (MCP_KINDS.has(rec.kind)) return mcpRow(base, rec, sessions, baseline, afterStart, now)
if (DEFER_KINDS.has(rec.kind)) return deferRow(base, sessions, baseline, afterStart, now, mcpClaimedServers)
if (rec.kind in ARCHIVE_DEF_TOKENS) return archiveRow(base, rec, sessions, baseline, afterStart, now)
if (rec.kind === 'claude-md-rule') return readEditRow(base, sessions, baseline, afterStart, now)
if (rec.kind === 'shell-config') return { ...base, note: 'not measurable: bash result token sizes are not retained in the summary' }
@ -434,6 +507,20 @@ export async function computeActReport(opts: ActReportOptions = {}): Promise<Act
const projects = await loadProjects({ start: windowStart, end: now })
const costRate = computeInputCostRate(projects)
// Servers a same-journal MCP row (mcp-remove / mcp-project-scope) already
// measures. Deferral baselines for defer-enable / defer-threshold span the
// whole observed MCP surface, so without this exclusion a defer row and an
// MCP row would both claim the same server's schema tokens over the same
// post-apply sessions, inflating totalRealizedTokens. Conservative by
// design: the defer row drops the server for its whole window even though
// pre-removal sessions were legitimately its own - under-claiming keeps the
// footer's "each fix measures only its own metric" literally true.
const mcpClaimedServers = new Set<string>()
for (const r of active) {
if (!MCP_KINDS.has(r.kind) || !r.baseline) continue
for (const server of Object.keys(r.baseline.metrics)) mcpClaimedServers.add(server)
}
const rows: ActReportRow[] = []
for (const rec of eligible) {
const afterStart = new Date(Math.max(new Date(rec.at).getTime(), windowStart.getTime()))
@ -441,7 +528,7 @@ export async function computeActReport(opts: ActReportOptions = {}): Promise<Act
? modelDefaultSessionsInWindow(rec, projects, afterStart, now)
: undefined
const sessions = modelDefaultWindow?.sessions ?? sessionsInWindow(projects, afterStart, now)
rows.push(await computeRow(rec, sessions, afterStart, now, opts, modelDefaultWindow?.projectFound))
rows.push(await computeRow(rec, sessions, afterStart, now, mcpClaimedServers, opts, modelDefaultWindow?.projectFound))
}
const measuredRows = rows.filter(r => r.status === 'measured' && isTokenKind(r.kind))
@ -483,6 +570,7 @@ export function buildOptimizeAppliedHeader(report: ActReport): string | null {
function realizedCell(r: ActReportRow): string {
if (r.status === 'reverted') return 'reverted'
if (r.status === 'pending') return 'not yet in effect'
if (r.status === 'not-measurable') return 'not measurable'
if (r.correlation) return `abandoned ${r.correlation.abandonedPctThen}% -> ${r.correlation.abandonedPctNow}% (corr.)`
if (r.kind === 'model-default') return 'correlation'
@ -585,7 +673,15 @@ function mcpServersFromApply(finding: WasteFinding): string[] {
}
function needsConfigBaseline(kind: ActionKind): boolean {
return MCP_KINDS.has(kind) || kind in ARCHIVE_DEF_TOKENS || kind === 'claude-md-rule' || kind === 'shell-config'
return MCP_KINDS.has(kind) || DEFER_KINDS.has(kind) || kind in ARCHIVE_DEF_TOKENS || kind === 'claude-md-rule' || kind === 'shell-config'
}
// Servers whose upfront schema deferral removes from the prefix. defer-alwaysload
// names them; defer-enable / defer-threshold re-enable deferral across the whole
// observed MCP surface.
function deferServers(finding: WasteFinding, ctx: CaptureCtx): string[] {
if (finding.apply?.kind === 'defer-alwaysload') return finding.apply.servers.map(s => s.server)
return observedMcpServers(ctx.projects)
}
export function captureBaseline(finding: WasteFinding, kind: ActionKind, ctx: CaptureCtx): ActionBaseline | undefined {
@ -608,6 +704,19 @@ export function captureBaseline(finding: WasteFinding, kind: ActionKind, ctx: Ca
return { ...common, sessions: countSessionsLoading(ctx.projects, servers), metrics }
}
if (DEFER_KINDS.has(kind)) {
const servers = deferServers(finding, ctx)
if (servers.length === 0) return undefined
const covByServer = new Map(ctx.coverage.map(c => [c.server, c]))
const metrics: Record<string, number> = {}
for (const server of servers) {
const cov = covByServer.get(server)
const tools = cov && cov.toolsAvailable > 0 ? cov.toolsAvailable : TOOLS_PER_MCP_SERVER
metrics[server] = tools * TOKENS_PER_MCP_TOOL
}
return { ...common, sessions: countSessionsLoading(ctx.projects, servers), metrics }
}
const defTokens = ARCHIVE_DEF_TOKENS[kind]
if (defTokens !== undefined) {
const names = finding.apply?.kind === 'archive' ? finding.apply.names : []

View file

@ -7,10 +7,12 @@ import { journalPath } from '../src/act/journal.js'
import {
buildActReportJson,
buildOptimizeAppliedHeader,
captureBaseline,
computeActReport,
renderActReport,
} from '../src/act/report.js'
import type { ActionRecord } from '../src/act/types.js'
import type { WasteFinding } from '../src/optimize.js'
import type { ClassifiedTurn, ProjectSummary } from '../src/types.js'
type Session = ProjectSummary['sessions'][number]
@ -584,3 +586,179 @@ describe('json + render shape', () => {
expect(out).toMatch(/scaled to the measured window/)
})
})
// ---------------------------------------------------------------------------
// defer-* realized deltas (part 2 of #614)
// ---------------------------------------------------------------------------
function deferRecord(over: Partial<ActionRecord> = {}): ActionRecord {
const at = daysAgo(10)
return {
id: 'd1',
at,
kind: 'defer-enable',
findingId: 'mcp-deferral-off',
description: 'Remove the ENABLE_TOOL_SEARCH=false override from settings.json',
changes: [],
status: 'applied',
// 2 servers x 2000 tokens/session = 4000 prefix tokens/session.
baseline: { windowDays: 14, capturedAt: at, estimatedTokens: 40_000, sessions: 5, metrics: { everything: 2000, 'fs-tools': 2000 } },
...over,
}
}
// NOTE: an mcpInventory on a post-apply session means the OPPOSITE for defer-*
// vs mcp-remove. For mcp-remove it is "the server loaded again" (reverted);
// for defer-* it is "deferral became active" (saved). Same fixture, inverse
// meaning — exactly the design.
const DEFERRED = { mcpInventory: ['mcp__everything__get-sum'] }
describe('defer realized delta', () => {
it('measures savings across post-apply sessions where deferral became active', async () => {
const actionsDir = await writeJournal([deferRecord()])
const report = await computeActReport({ actionsDir, now: NOW, loadProjects: load([projectOf(sessionsAt(5, daysAgo(5), DEFERRED))]) })
const row = report.rows[0]!
expect(row.status).toBe('measured')
expect(row.realizedTokens).toBe(20_000) // 4000/session * 5 deferred sessions
expect(row.estimatedForWindow).toBe(20_000)
expect(report.totalRealizedTokens).toBe(20_000)
})
it('reports "not yet in effect" with zero savings when no post-apply session shows deferral', async () => {
const actionsDir = await writeJournal([deferRecord()])
// sessions with MCP activity but NO inventory = deferral still off
const off = sessionsAt(4, daysAgo(5), { mcpBreakdown: { everything: { calls: 2, savingsUSD: 0, costUSD: 0 } } })
const report = await computeActReport({ actionsDir, now: NOW, loadProjects: load([projectOf(off)]) })
const row = report.rows[0]!
expect(row.status).toBe('pending')
expect(row.realizedTokens ?? 0).toBe(0)
expect(row.note).toMatch(/not yet in effect/)
expect(report.totalRealizedTokens).toBe(0)
})
it('counts only the sessions where deferral actually became active (partial)', async () => {
const actionsDir = await writeJournal([deferRecord()])
const active = sessionsAt(3, daysAgo(5), DEFERRED)
const stillOff = sessionsAt(2, daysAgo(4))
const report = await computeActReport({ actionsDir, now: NOW, loadProjects: load([projectOf([...active, ...stillOff])]) })
const row = report.rows[0]!
expect(row.status).toBe('measured')
expect(row.realizedTokens).toBe(12_000) // 4000 * 3 active (2 still-off excluded)
expect(row.estimatedForWindow).toBe(20_000) // 4000 * all 5 window sessions
})
it('is not measurable when no post-apply sessions exist yet', async () => {
const actionsDir = await writeJournal([deferRecord()])
const report = await computeActReport({ actionsDir, now: NOW, loadProjects: load([projectOf([])]) })
expect(report.rows[0]!.note).toMatch(/no sessions in the window yet/)
})
it('is not measurable with an empty baseline (zero prefix tokens)', async () => {
const rec = deferRecord({ baseline: { windowDays: 14, capturedAt: daysAgo(10), estimatedTokens: 0, sessions: 5, metrics: { everything: 0 } } })
const actionsDir = await writeJournal([rec])
const report = await computeActReport({ actionsDir, now: NOW, loadProjects: load([projectOf(sessionsAt(5, daysAgo(5), DEFERRED))]) })
expect(report.rows[0]!.note).toMatch(/empty baseline/)
})
it('falls back to the no-baseline note for records applied before baselines existed', async () => {
const rec = deferRecord({ baseline: undefined })
const actionsDir = await writeJournal([rec])
const report = await computeActReport({ actionsDir, now: NOW, loadProjects: load([projectOf(sessionsAt(5, daysAgo(5), DEFERRED))]) })
expect(report.rows[0]!.note).toMatch(/no baseline captured at apply time/)
})
it('measures defer-alwaysload against its named servers', async () => {
const rec = deferRecord({
kind: 'defer-alwaysload',
findingId: 'mcp-alwaysload-hygiene',
description: 'Unpin an alwaysLoad MCP server',
baseline: { windowDays: 14, capturedAt: daysAgo(10), estimatedTokens: 30_000, sessions: 6, metrics: { 'heavy-server': 5000 } },
})
const actionsDir = await writeJournal([rec])
const report = await computeActReport({ actionsDir, now: NOW, loadProjects: load([projectOf(sessionsAt(6, daysAgo(5), DEFERRED))]) })
const row = report.rows[0]!
expect(row.status).toBe('measured')
expect(row.realizedTokens).toBe(30_000) // 5000 * 6
})
it('measures defer-threshold like the other defer kinds', async () => {
const rec = deferRecord({ kind: 'defer-threshold', findingId: 'mcp-defer-threshold', description: 'Tighten the auto threshold' })
const actionsDir = await writeJournal([rec])
const report = await computeActReport({ actionsDir, now: NOW, loadProjects: load([projectOf(sessionsAt(5, daysAgo(5), DEFERRED))]) })
expect(report.rows[0]!.status).toBe('measured')
expect(report.rows[0]!.realizedTokens).toBe(20_000)
})
it('excludes servers an mcp-remove row already claims, so the two rows never double count', async () => {
const actionsDir = await writeJournal([
mcpRecord({ baseline: { windowDays: 14, capturedAt: daysAgo(10), estimatedTokens: 10_000, sessions: 5, metrics: { everything: 2000 } } }),
deferRecord(),
])
const report = await computeActReport({ actionsDir, now: NOW, loadProjects: load([projectOf(sessionsAt(5, daysAgo(5), { mcpInventory: ['mcp__fs-tools__ls'] }))]) })
const mcpRow = report.rows.find(r => r.kind === 'mcp-remove')!
const deferRow = report.rows.find(r => r.kind === 'defer-enable')!
expect(mcpRow.status).toBe('measured')
expect(mcpRow.realizedTokens).toBe(10_000) // 2000 x 5 saved sessions
expect(deferRow.status).toBe('measured')
expect(deferRow.realizedTokens).toBe(10_000) // 'fs-tools' only; 'everything' is claimed by the mcp row
expect(report.totalRealizedTokens).toBe(20_000) // disjoint sum; without dedup it would be 30_000
})
it('is not measurable when every deferred server is already claimed by an MCP row', async () => {
const actionsDir = await writeJournal([
mcpRecord({ baseline: { windowDays: 14, capturedAt: daysAgo(10), estimatedTokens: 20_000, sessions: 5, metrics: { everything: 2000, 'fs-tools': 2000 } } }),
deferRecord(),
])
const report = await computeActReport({ actionsDir, now: NOW, loadProjects: load([projectOf(sessionsAt(5, daysAgo(5)))]) })
const deferRow = report.rows.find(r => r.kind === 'defer-enable')!
expect(deferRow.status).toBe('not-measurable')
expect(deferRow.realizedTokens ?? 0).toBe(0)
expect(deferRow.note).toMatch(/already measured by an MCP remove\/scope row/)
})
it('surfaces the pending status to --json consumers instead of asserting a revert', async () => {
const actionsDir = await writeJournal([deferRecord()])
const off = sessionsAt(4, daysAgo(5), { mcpBreakdown: { everything: { calls: 2, savingsUSD: 0, costUSD: 0 } } })
const json = buildActReportJson(await computeActReport({ actionsDir, now: NOW, loadProjects: load([projectOf(off)]) })) as { actions: Array<{ status: string; realizedTokens: number | null; note: string }> }
expect(json.actions[0]!.status).toBe('pending')
expect(json.actions[0]!.realizedTokens).toBeNull()
expect(json.actions[0]!.note).toMatch(/not yet in effect/)
})
})
describe('defer baseline capture', () => {
const finding = (apply: WasteFinding['apply']): WasteFinding => ({
id: 'mcp-deferral-off',
title: 't', explanation: 'e', impact: 'medium', tokensSaved: 40_000,
fix: { type: 'command', label: 'l', text: 'x' },
apply,
})
const ctx = (projects: ProjectSummary[]) => ({ projects, coverage: [], windowDays: 14, now: NOW })
it('derives servers from observed MCP usage for defer-enable', () => {
const projects = [projectOf(sessionsAt(3, daysAgo(5), { mcpBreakdown: { everything: { calls: 2, savingsUSD: 0, costUSD: 0 }, 'fs-tools': { calls: 1, savingsUSD: 0, costUSD: 0 } } }))]
const b = captureBaseline(finding({ kind: 'defer-enable', cause: 'env-false', settingPath: '/x', settingScope: 'project settings', value: 'false' }), 'defer-enable', ctx(projects))
expect(b).toBeDefined()
// no coverage -> 5 tools x 400 fallback per server
expect(b!.metrics.everything).toBe(2000)
expect(b!.metrics['fs-tools']).toBe(2000)
})
it('uses the named servers for defer-alwaysload', () => {
const projects = [projectOf(sessionsAt(2, daysAgo(5)))]
const b = captureBaseline(finding({ kind: 'defer-alwaysload', servers: [{ server: 'pinned', paths: ['/a/.mcp.json'] }] }), 'defer-alwaysload', ctx(projects))
expect(b).toBeDefined()
expect(Object.keys(b!.metrics)).toEqual(['pinned'])
})
it('returns undefined when there is no observed MCP surface to defer', () => {
const projects = [projectOf(sessionsAt(3, daysAgo(5)))] // no mcpBreakdown, no inventory
const b = captureBaseline(finding({ kind: 'defer-enable', cause: 'env-false', settingPath: '/x', settingScope: 'project settings', value: 'false' }), 'defer-enable', ctx(projects))
expect(b).toBeUndefined()
})
})