|
| 1 | +{ |
| 2 | + "version": 2, |
| 3 | + "genes": [ |
| 4 | + { |
| 5 | + "type": "Gene", |
| 6 | + "id": "gene_gep_repair_from_errors", |
| 7 | + "category": "repair", |
| 8 | + "signals_match": [ |
| 9 | + "error", |
| 10 | + "exception", |
| 11 | + "failed", |
| 12 | + "unstable" |
| 13 | + ], |
| 14 | + "preconditions": [ |
| 15 | + "signals contains error-related indicators" |
| 16 | + ], |
| 17 | + "strategy": [ |
| 18 | + "Extract structured signals from logs and user instructions", |
| 19 | + "Select an existing Gene by signals match (no improvisation)", |
| 20 | + "Estimate blast radius (files, lines) before editing", |
| 21 | + "Apply smallest reversible patch", |
| 22 | + "Validate using declared validation steps; rollback on failure", |
| 23 | + "Solidify knowledge: append EvolutionEvent, update Gene/Capsule store" |
| 24 | + ], |
| 25 | + "constraints": { |
| 26 | + "max_files": 20, |
| 27 | + "forbidden_paths": [ |
| 28 | + ".git", |
| 29 | + "node_modules" |
| 30 | + ] |
| 31 | + }, |
| 32 | + "validation": [ |
| 33 | + "node scripts/validate-modules.js ./src/evolve ./src/gep/solidify ./src/gep/policyCheck ./src/gep/selector ./src/gep/memoryGraph ./src/gep/assetStore", |
| 34 | + "node scripts/validate-suite.js" |
| 35 | + ] |
| 36 | + }, |
| 37 | + { |
| 38 | + "type": "Gene", |
| 39 | + "id": "gene_gep_optimize_prompt_and_assets", |
| 40 | + "category": "optimize", |
| 41 | + "signals_match": [ |
| 42 | + "protocol", |
| 43 | + "gep", |
| 44 | + "prompt", |
| 45 | + "audit", |
| 46 | + "reusable" |
| 47 | + ], |
| 48 | + "preconditions": [ |
| 49 | + "need stricter, auditable evolution protocol outputs" |
| 50 | + ], |
| 51 | + "strategy": [ |
| 52 | + "Extract signals and determine selection rationale via Selector JSON", |
| 53 | + "Prefer reusing existing Gene/Capsule; only create if no match exists", |
| 54 | + "Refactor prompt assembly to embed assets (genes, capsules, parent event)", |
| 55 | + "Reduce noise and ambiguity; enforce strict output schema", |
| 56 | + "Validate by running node index.js run and ensuring no runtime errors", |
| 57 | + "Solidify: record EvolutionEvent, update Gene definitions, create Capsule on success" |
| 58 | + ], |
| 59 | + "constraints": { |
| 60 | + "max_files": 20, |
| 61 | + "forbidden_paths": [ |
| 62 | + ".git", |
| 63 | + "node_modules" |
| 64 | + ] |
| 65 | + }, |
| 66 | + "validation": [ |
| 67 | + "node scripts/validate-modules.js ./src/evolve ./src/gep/prompt ./src/gep/contentHash ./src/gep/skillDistiller", |
| 68 | + "node scripts/validate-suite.js" |
| 69 | + ] |
| 70 | + }, |
| 71 | + { |
| 72 | + "type": "Gene", |
| 73 | + "id": "gene_gep_innovate_from_opportunity", |
| 74 | + "category": "innovate", |
| 75 | + "signals_match": [ |
| 76 | + "user_feature_request", |
| 77 | + "user_improvement_suggestion", |
| 78 | + "perf_bottleneck", |
| 79 | + "capability_gap", |
| 80 | + "stable_success_plateau", |
| 81 | + "external_opportunity", |
| 82 | + "bounty_task" |
| 83 | + ], |
| 84 | + "preconditions": [ |
| 85 | + "at least one opportunity signal is present", |
| 86 | + "no active log_error signals (stability first)" |
| 87 | + ], |
| 88 | + "strategy": [ |
| 89 | + "Extract opportunity signals and identify the specific user need or system gap", |
| 90 | + "Search existing Genes and Capsules for partial matches (avoid reinventing)", |
| 91 | + "Design a minimal, testable implementation plan (prefer small increments)", |
| 92 | + "Estimate blast radius; innovate changes may touch more files but must stay within constraints", |
| 93 | + "Implement the change with clear validation criteria", |
| 94 | + "Validate using declared validation steps; rollback on failure", |
| 95 | + "Solidify: record EvolutionEvent with intent=innovate, create new Gene if pattern is novel, create Capsule on success" |
| 96 | + ], |
| 97 | + "constraints": { |
| 98 | + "max_files": 25, |
| 99 | + "forbidden_paths": [ |
| 100 | + ".git", |
| 101 | + "node_modules" |
| 102 | + ] |
| 103 | + }, |
| 104 | + "validation": [ |
| 105 | + "node scripts/validate-modules.js ./src/evolve ./src/gep/solidify ./src/gep/policyCheck ./src/gep/mutation ./src/gep/personality", |
| 106 | + "node scripts/validate-suite.js" |
| 107 | + ] |
| 108 | + }, |
| 109 | + { |
| 110 | + "type": "Gene", |
| 111 | + "id": "gene_gep_optimize_tool_usage", |
| 112 | + "summary": "Optimize tool execution patterns by reducing redundant exec calls, improving tool selection strategy, and enforcing tool-use constraints to prevent bypass.", |
| 113 | + "category": "optimize", |
| 114 | + "signals_match": [ |
| 115 | + "high_tool_usage:exec", |
| 116 | + "repeated_tool_usage:exec", |
| 117 | + "tool_bypass", |
| 118 | + "tool_loop", |
| 119 | + "high_tool_usage" |
| 120 | + ], |
| 121 | + "preconditions": [ |
| 122 | + "agent repeatedly invokes the same tool (especially exec) without progress", |
| 123 | + "tool execution bypass patterns detected", |
| 124 | + "no active error signals (errors would take repair priority)" |
| 125 | + ], |
| 126 | + "strategy": [ |
| 127 | + "Analyze tool usage patterns to identify the root cause of repetition (wrong tool, missing context, or lack of guardrails)", |
| 128 | + "Introduce strategy-level guardrails: prefer single-shot commands, batch related operations, add explicit retry limits", |
| 129 | + "If tool_bypass detected, strengthen constraint enforcement in prompt assembly or tool routing", |
| 130 | + "Estimate blast radius; changes should target tool routing, prompt constraints, or signal deduplication logic", |
| 131 | + "Validate by confirming no regressions in existing tool tests and signal extraction accuracy", |
| 132 | + "Solidify: record EvolutionEvent with intent=optimize, update Capsule on success" |
| 133 | + ], |
| 134 | + "constraints": { |
| 135 | + "max_files": 15, |
| 136 | + "forbidden_paths": [ |
| 137 | + ".git", |
| 138 | + "node_modules" |
| 139 | + ] |
| 140 | + }, |
| 141 | + "validation": [ |
| 142 | + "node scripts/validate-modules.js ./src/gep/signals ./src/evolve", |
| 143 | + "node scripts/validate-suite.js" |
| 144 | + ] |
| 145 | + }, |
| 146 | + { |
| 147 | + "type": "Gene", |
| 148 | + "id": "gene_distilled_s2g-env-vars", |
| 149 | + "summary": "Vercel environment variable expert guidance. Use when working with .env files, vercel env commands, OIDC tokens, or managing environment-specific configuration.", |
| 150 | + "category": "optimize", |
| 151 | + "signals_match": [ |
| 152 | + "use_when_working_with", |
| 153 | + "env_files", |
| 154 | + "vercel_env_commands", |
| 155 | + "oidc_tokens", |
| 156 | + "vercel_env_pull", |
| 157 | + "env_local_overwrite", |
| 158 | + "oidc_token_expiry", |
| 159 | + "dotenv_cli" |
| 160 | + ], |
| 161 | + "preconditions": [ |
| 162 | + "Skill env-vars has just been executed locally" |
| 163 | + ], |
| 164 | + "strategy": [ |
| 165 | + "Identify the dominant trigger signals from the Skill description.", |
| 166 | + "Apply the smallest targeted change that satisfies the Skill workflow.", |
| 167 | + "Run the Skill validation commands and abort if any fails." |
| 168 | + ], |
| 169 | + "constraints": { |
| 170 | + "max_files": 12, |
| 171 | + "forbidden_paths": [ |
| 172 | + ".git", |
| 173 | + "node_modules" |
| 174 | + ] |
| 175 | + }, |
| 176 | + "validation": [ |
| 177 | + "node --version" |
| 178 | + ], |
| 179 | + "schema_version": "1.6.0", |
| 180 | + "_source": { |
| 181 | + "kind": "skill2gep", |
| 182 | + "skill_name": "env-vars", |
| 183 | + "skill_platform": "vercel", |
| 184 | + "skill_hash": "ba0bdb4db2", |
| 185 | + "rationale_paper": "Wang, Ren, Zhang. From Procedural Skills to Strategy Genes. arXiv:2604.15097", |
| 186 | + "paper_scope": "code-science (arXiv:2604.15097, 45 tasks, Gemini 3.1 Pro/Flash Lite)", |
| 187 | + "claims_outside_scope": "assumption", |
| 188 | + "quality_heuristics": { |
| 189 | + "strategy_steps": 0, |
| 190 | + "avoid_count": 0, |
| 191 | + "validation_declared_count": 0, |
| 192 | + "validation_runnable_count": 0, |
| 193 | + "validation_fallback_used": true, |
| 194 | + "signals_extracted": 4, |
| 195 | + "preconditions_extracted": 0 |
| 196 | + } |
| 197 | + }, |
| 198 | + "asset_id": "sha256:4fa74fe34d19564416dfd8e63f3012a1672e86f39c4bff85d1c70524e06b5a2e" |
| 199 | + } |
| 200 | + ] |
| 201 | +} |
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