feat(knowledge-flywheel): add Phase 3 Knowledge Flywheel — AI analysis, review queue, analytics

Phase 3 implementation:
- AI session analysis service that generates flow proposals from resolved sessions
- APScheduler job for batch processing pending analyses (max_instances=1)
- Knowledge gap detection (weak options, high escalation signals)
- Flow proposals CRUD with team admin review workflow (approve/edit/dismiss/reject)
- FlowPilot analytics dashboard with confidence tiers, PSA metrics, knowledge gaps
- In-session script generator component
- Review queue page with filtering and proposal detail panel

Bug fixes from review (12 total):
- Fix "Edit & Publish" navigating to non-existent /editor/new route
- Hide Approve button for enhancement proposals (require Edit & Publish)
- Add max_instances=1 to scheduler to prevent TOCTOU race
- Fix eventual_success case() double-counting failed retries
- Add tree_structure validation before creating tree from proposal
- Simplify script generator rendering condition
- Add severity style fallback, toFixed on rates, Link instead of <a href>
- Add toast.warning on dismiss failure, fix dedup for domain-less sessions
- Cast Decimal to int in knowledge gap evidence dicts

Also updates CLAUDE.md with lessons 67-71 and Phase 3 project structure.

Co-Authored-By: Claude Opus 4.6 (1M context) <noreply@anthropic.com>
This commit is contained in:
2026-03-19 05:12:10 +00:00
parent ce118b51d8
commit 9bad49d568
42 changed files with 5427 additions and 13 deletions

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import { useState } from 'react'
import { Terminal, Copy, Check, Loader2, Play, ChevronDown, ChevronRight } from 'lucide-react'
import { scriptsApi } from '@/api'
import { PowerShellHighlighter } from '@/components/scripts/PowerShellHighlighter'
import { toast } from '@/lib/toast'
import type { StepResponseRequest } from '@/types/ai-session'
interface InSessionScriptGeneratorProps {
templateId: string
preFilledParams: Record<string, string>
instructions: string
sessionId: string
onRespond: (response: StepResponseRequest) => void
}
export function InSessionScriptGenerator({
templateId,
preFilledParams,
instructions,
sessionId,
onRespond,
}: InSessionScriptGeneratorProps) {
const [params, setParams] = useState<Record<string, string>>(preFilledParams)
const [generatedScript, setGeneratedScript] = useState<string | null>(null)
const [isGenerating, setIsGenerating] = useState(false)
const [copied, setCopied] = useState(false)
const [showParams, setShowParams] = useState(true)
const handleGenerate = async () => {
setIsGenerating(true)
try {
const result = await scriptsApi.generate({
template_id: templateId,
parameters: params,
ai_session_id: sessionId,
})
setGeneratedScript(result.script)
setShowParams(false)
toast.success('Script generated')
} catch {
toast.error('Failed to generate script')
} finally {
setIsGenerating(false)
}
}
const handleCopy = async () => {
if (!generatedScript) return
await navigator.clipboard.writeText(generatedScript)
setCopied(true)
setTimeout(() => setCopied(false), 2000)
}
const handleContinue = (success: boolean) => {
onRespond({
action_result: {
success,
details: success
? 'Script generated and executed'
: 'Script generated but action did not resolve the issue',
},
})
}
return (
<div className="mt-3 rounded-xl border border-primary/20 bg-primary/5 p-4 space-y-3">
<div className="flex items-center gap-2">
<Terminal size={14} className="text-primary" />
<span className="font-label text-[0.625rem] uppercase tracking-wider text-primary">
Script Generator
</span>
</div>
{instructions && (
<p className="text-xs text-muted-foreground">{instructions}</p>
)}
{/* Parameter editing */}
{!generatedScript && (
<>
<button
onClick={() => setShowParams(!showParams)}
className="flex items-center gap-1.5 text-xs text-muted-foreground hover:text-foreground transition-colors"
>
{showParams ? <ChevronDown size={12} /> : <ChevronRight size={12} />}
Parameters ({Object.keys(params).length})
</button>
{showParams && Object.keys(params).length > 0 && (
<div className="space-y-2">
{Object.entries(params).map(([key, value]) => (
<div key={key}>
<label className="block text-xs font-medium text-muted-foreground mb-1">
{key.replace(/_/g, ' ')}
</label>
<input
value={value}
onChange={(e) => setParams(prev => ({ ...prev, [key]: e.target.value }))}
className="w-full rounded-lg border border-border bg-card px-3 py-1.5 text-sm text-foreground placeholder:text-muted-foreground focus:border-[rgba(6,182,212,0.3)] focus:outline-none"
/>
</div>
))}
</div>
)}
<button
onClick={handleGenerate}
disabled={isGenerating}
className="w-full flex items-center justify-center gap-2 rounded-lg bg-gradient-brand px-4 py-2 text-sm font-semibold text-[#101114] shadow-lg shadow-primary/20 hover:opacity-90 active:scale-[0.97] disabled:opacity-40 transition-all"
>
{isGenerating ? (
<Loader2 size={14} className="animate-spin" />
) : (
<Play size={14} />
)}
Generate Script
</button>
</>
)}
{/* Generated script display */}
{generatedScript && (
<>
<div className="relative rounded-lg bg-card/80 border border-border overflow-hidden">
<div className="flex items-center justify-between px-3 py-1.5 border-b border-border/50">
<span className="text-xs text-muted-foreground font-mono">PowerShell</span>
<button
onClick={handleCopy}
className="flex items-center gap-1 text-xs text-muted-foreground hover:text-foreground transition-colors"
>
{copied ? <Check size={12} className="text-emerald-400" /> : <Copy size={12} />}
{copied ? 'Copied' : 'Copy'}
</button>
</div>
<div className="p-3 overflow-x-auto max-h-[300px] overflow-y-auto">
<PowerShellHighlighter script={generatedScript} />
</div>
</div>
{/* Continue buttons */}
<div className="flex gap-2 pt-1">
<button
onClick={() => handleContinue(true)}
className="flex-1 rounded-lg bg-primary/10 border border-primary/20 px-4 py-2 text-sm font-medium text-primary hover:bg-primary/20 transition-colors"
>
Script worked continue
</button>
<button
onClick={() => handleContinue(false)}
className="flex-1 rounded-lg bg-card/50 border border-border px-4 py-2 text-sm font-medium text-foreground hover:bg-card transition-colors"
>
Didn't resolve it
</button>
</div>
</>
)}
</div>
)
}