AI Newsletter Digest improvements: fixed QP soft line break decoding, URL extraction, and content cleaning
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Krilly
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{"type":"CapabilityCandidate","id":"cand_2f2b5dde","title":"Repeated tool usage: read","source":"transcript","created_at":"2026-02-22T13:46:16.525Z","signals":["log_error","errsig:**TOOLRESULT**: === Cron Jobs (continued) === Daily OpenClaw Backup - Status: error - Model: opencode/kimi-k2.5-free - Error: model not allowed: opencode/kimi-k2.5-free Morning Briefing - Status: error - Model: opencode/kimi-k2.5-free - Error: model not allowe","memory_missing","user_missing"],"shape":{"title":"Repeated tool usage: read","input":"Recent session transcript + memory snippets + user instructions","output":"A safe, auditable evolution patch guided by GEP assets","invariants":"Protocol order, small reversible patches, validation, append-only events","params":"Signals: log_error, errsig:**TOOLRESULT**: === Cron Jobs (continued) === Daily OpenClaw Backup - Status: error - Model: opencode/kimi-k2.5-free - Error: model not allowed: opencode/kimi-k2.5-free Morning Briefing - Status: error - Model: opencode/kimi-k2.5-free - Error: model not allowe, memory_missing, user_missing","failure_points":"Missing signals, over-broad changes, skipped validation, missing knowledge solidification","evidence":"Observed 4 occurrences of tool call marker for read."}}
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{"type":"CapabilityCandidate","id":"cand_5afdf7f3","title":"Repeated tool usage: exec","source":"transcript","created_at":"2026-02-22T13:46:16.525Z","signals":["log_error","errsig:**TOOLRESULT**: === Cron Jobs (continued) === Daily OpenClaw Backup - Status: error - Model: opencode/kimi-k2.5-free - Error: model not allowed: opencode/kimi-k2.5-free Morning Briefing - Status: error - Model: opencode/kimi-k2.5-free - Error: model not allowe","memory_missing","user_missing"],"shape":{"title":"Repeated tool usage: exec","input":"Recent session transcript + memory snippets + user instructions","output":"A safe, auditable evolution patch guided by GEP assets","invariants":"Protocol order, small reversible patches, validation, append-only events","params":"Signals: log_error, errsig:**TOOLRESULT**: === Cron Jobs (continued) === Daily OpenClaw Backup - Status: error - Model: opencode/kimi-k2.5-free - Error: model not allowed: opencode/kimi-k2.5-free Morning Briefing - Status: error - Model: opencode/kimi-k2.5-free - Error: model not allowe, memory_missing, user_missing","failure_points":"Missing signals, over-broad changes, skipped validation, missing knowledge solidification","evidence":"Observed 8 occurrences of tool call marker for exec."}}
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{"type":"CapabilityCandidate","id":"cand_dd9067ac","title":"Repair recurring runtime errors","source":"signals","created_at":"2026-02-22T13:46:16.525Z","signals":["log_error","errsig:**TOOLRESULT**: === Cron Jobs (continued) === Daily OpenClaw Backup - Status: error - Model: opencode/kimi-k2.5-free - Error: model not allowed: opencode/kimi-k2.5-free Morning Briefing - Status: error - Model: opencode/kimi-k2.5-free - Error: model not allowe","memory_missing","user_missing"],"shape":{"title":"Repair recurring runtime errors","input":"Recent session transcript + memory snippets + user instructions","output":"A safe, auditable evolution patch guided by GEP assets","invariants":"Protocol order, small reversible patches, validation, append-only events","params":"Signals: log_error, errsig:**TOOLRESULT**: === Cron Jobs (continued) === Daily OpenClaw Backup - Status: error - Model: opencode/kimi-k2.5-free - Error: model not allowed: opencode/kimi-k2.5-free Morning Briefing - Status: error - Model: opencode/kimi-k2.5-free - Error: model not allowe, memory_missing, user_missing","failure_points":"Missing signals, over-broad changes, skipped validation, missing knowledge solidification","evidence":"Signal present: log_error"}}
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79
archive/inactive-skills/evolver/assets/gep/capsules.json
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79
archive/inactive-skills/evolver/assets/gep/capsules.json
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{
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"version": 1,
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"capsules": [
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{
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"type": "Capsule",
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"schema_version": "1.5.0",
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"id": "capsule_1770477654236",
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"trigger": [
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"log_error",
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"errsig:**TOOLRESULT**: { \"status\": \"error\", \"tool\": \"exec\", \"error\": \"error: unknown command 'process'\\n\\nCommand exited with code 1\" }",
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"user_missing",
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"windows_shell_incompatible",
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"perf_bottleneck"
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],
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"gene": "gene_gep_repair_from_errors",
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"summary": "固化：gene_gep_repair_from_errors 命中信号 log_error, errsig:**TOOLRESULT**: { \"status\": \"error\", \"tool\": \"exec\", \"error\": \"error: unknown command 'process'\\n\\nCommand exited with code 1\" }, user_missing, windows_shell_incompatible, perf_bottleneck，变更 1 文件 / 2 行。",
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"confidence": 0.85,
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"blast_radius": {
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"files": 1,
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"lines": 2
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},
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"outcome": {
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"status": "success",
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"score": 0.85
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},
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"success_streak": 1,
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"env_fingerprint": {
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"node_version": "v22.22.0",
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"platform": "linux",
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"arch": "x64",
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"os_release": "6.1.0-42-cloud-amd64",
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"evolver_version": "1.7.0",
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"cwd": "/home/crishaocredits/.openclaw/workspace",
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"captured_at": "2026-02-07T15:20:54.155Z"
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},
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"a2a": {
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"eligible_to_broadcast": false
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},
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"asset_id": "sha256:3eed0cd5038f9e85fbe0d093890e291e9b8725644c766e6cce40bf62d0f5a2e8"
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},
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{
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"type": "Capsule",
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"schema_version": "1.5.0",
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"id": "capsule_1770478341769",
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"trigger": [
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"log_error",
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"errsig:**TOOLRESULT**: { \"status\": \"error\", \"tool\": \"exec\", \"error\": \"error: unknown command 'process'\\n\\nCommand exited with code 1\" }",
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"user_missing",
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"windows_shell_incompatible",
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"perf_bottleneck"
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],
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"gene": "gene_gep_repair_from_errors",
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"summary": "固化：gene_gep_repair_from_errors 命中信号 log_error, errsig:**TOOLRESULT**: { \"status\": \"error\", \"tool\": \"exec\", \"error\": \"error: unknown command 'process'\\n\\nCommand exited with code 1\" }, user_missing, windows_shell_incompatible, perf_bottleneck，变更 2 文件 / 44 行。",
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"confidence": 0.85,
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"blast_radius": {
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"files": 2,
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"lines": 44
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},
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"outcome": {
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"status": "success",
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"score": 0.85
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},
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"success_streak": 1,
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"env_fingerprint": {
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"node_version": "v22.22.0",
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"platform": "linux",
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"arch": "x64",
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"os_release": "6.1.0-42-cloud-amd64",
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"evolver_version": "1.7.0",
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"cwd": "/home/crishaocredits/.openclaw/workspace",
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"captured_at": "2026-02-07T15:32:21.678Z"
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},
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"a2a": {
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"eligible_to_broadcast": false
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},
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"asset_id": "sha256:20d971a3c4cb2b75f9c045376d1aa003361c12a6b89a4b47b7e81dbd4f4d8fe8"
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}
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]
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}
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109
archive/inactive-skills/evolver/assets/gep/genes.json
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109
archive/inactive-skills/evolver/assets/gep/genes.json
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{
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"version": 1,
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"genes": [
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{
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"type": "Gene",
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"id": "gene_gep_repair_from_errors",
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"category": "repair",
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"signals_match": [
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"error",
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"exception",
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"failed",
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"unstable"
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],
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"preconditions": [
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"signals contains error-related indicators"
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],
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"strategy": [
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"Extract structured signals from logs and user instructions",
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"Select an existing Gene by signals match (no improvisation)",
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"Estimate blast radius (files, lines) before editing",
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"Apply smallest reversible patch",
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"Validate using declared validation steps; rollback on failure",
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"Solidify knowledge: append EvolutionEvent, update Gene/Capsule store"
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],
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"constraints": {
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"max_files": 12,
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"forbidden_paths": [
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".git",
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"node_modules"
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]
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},
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"validation": [
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"node -e \"require('./src/evolve'); require('./src/gep/solidify'); console.log('ok')\"",
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"node -e \"require('./src/gep/selector'); require('./src/gep/memoryGraph'); console.log('ok')\""
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]
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},
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{
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"type": "Gene",
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"id": "gene_gep_optimize_prompt_and_assets",
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"category": "optimize",
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"signals_match": [
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"protocol",
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"gep",
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"prompt",
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"audit",
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"reusable"
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],
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"preconditions": [
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"need stricter, auditable evolution protocol outputs"
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],
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"strategy": [
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"Extract signals and determine selection rationale via Selector JSON",
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"Prefer reusing existing Gene/Capsule; only create if no match exists",
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"Refactor prompt assembly to embed assets (genes, capsules, parent event)",
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"Reduce noise and ambiguity; enforce strict output schema",
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"Validate by running node index.js run and ensuring no runtime errors",
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"Solidify: record EvolutionEvent, update Gene definitions, create Capsule on success"
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],
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"constraints": {
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"max_files": 20,
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"forbidden_paths": [
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".git",
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"node_modules"
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]
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},
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"validation": [
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"node -e \"require('./src/evolve'); require('./src/gep/prompt'); console.log('ok')\""
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]
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},
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{
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"type": "Gene",
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"id": "gene_gep_innovate_from_opportunity",
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"category": "innovate",
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"signals_match": [
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"user_feature_request",
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"user_improvement_suggestion",
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"perf_bottleneck",
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"capability_gap",
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"stable_success_plateau",
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"external_opportunity"
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],
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"preconditions": [
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"at least one opportunity signal is present",
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"no active log_error signals (stability first)"
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],
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"strategy": [
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"Extract opportunity signals and identify the specific user need or system gap",
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"Search existing Genes and Capsules for partial matches (avoid reinventing)",
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"Design a minimal, testable implementation plan (prefer small increments)",
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"Estimate blast radius; innovate changes may touch more files but must stay within constraints",
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"Implement the change with clear validation criteria",
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"Validate using declared validation steps; rollback on failure",
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"Solidify: record EvolutionEvent with intent=innovate, create new Gene if pattern is novel, create Capsule on success"
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],
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"constraints": {
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"max_files": 8,
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"forbidden_paths": [
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".git",
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"node_modules",
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"assets/gep/events.jsonl"
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]
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},
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"validation": [
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"node -e \"require('./src/evolve'); require('./src/gep/solidify'); console.log('ok')\""
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]
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}
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]
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}
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