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Mandatory second-stage logic filter and architectural hardening skill that runs after NEURO. It validates NEURO recommendations against repo truth, calls NEURO a second time with filtered critique, then emits the only implementation plan Gemini may follow.
Codex 또는 Claude로 설치 이 Prompt를 복사해 Codex, Claude 또는 다른 어시스턴트에 붙여 넣으면 Skill 페이지를 검토하고 설치를 진행할 수 있습니다.
SOC 직업 분류 기준
META-SKILL — mandatory entry point for EVERY non-trivial prompt. Decomposes prompt into 5 orthogonal cursors (Temporal, Source, Gesture, Topic, People), fires parallel Pieces LTM searches with pagination until confidence >= threshold, then orchestrates the full neuro (10 iter) -> code-hardener (5 iter) -> implementation -> lint-fixer (5 loop) chain. Self-evolutionary: after every run, analyzes outcomes and updates its own structure. Integrates, wraps, and supersedes neuro, code-hardener, and lint-fixer.
Mandatory external architectural and code-review harness for ANY non-trivial task including code changes, bug fixes, new features, refactors, API changes, data contract changes, performance optimizations, security fixes, architectural decisions, configuration changes, test modifications, integration work, debugging, analysis, planning, and implementation. Use when the user requests any modification, analysis, debugging, testing, integration, or planning work. Use for EVERY prompt that involves understanding or changing code, data, or configuration. When in doubt, ALWAYS use this skill. Skip only for trivial changes: typo fixes, formatting-only changes, one-line lint fixes, comment cleanup, simple unused import removal.
Mandatory second-stage logic filter and architectural hardening skill that runs after NEURO for ANY code change, bug fix, new feature, refactor, API change, data contract change, performance optimization, security fix, architectural decision, configuration change, test modification, integration work, debugging, analysis, planning, or implementation. Executes exactly 5 mandatory iterations. Validates NEURO recommendations against repo truth, calls NEURO with filtered critique, then emits the only implementation plan opencode may follow. Use after any neuro skill usage. Use when code is about to be edited. Use for every non-trivial code modification.
Mandatory post-implementation lint and type-checking skill that runs after ANY code change, bug fix, new feature, refactor, API change, or configuration modification. Ensures all ruff lint errors, mypy type errors, and ESLint issues are resolved. Use after every implementation that modifies source files. Use when code has been edited. Use for every response where file edits were made.
Mandatory external architectural and code-review harness for non-trivial code changes, PR reviews, refactors, modeling logic, dashboard/API integration, performance-sensitive work, and implementation planning. Must be followed by the code-hardener skill before Gemini edits production code.
| name | code-hardener |
| description | Mandatory second-stage logic filter and architectural hardening skill that runs after NEURO. It validates NEURO recommendations against repo truth, calls NEURO a second time with filtered critique, then emits the only implementation plan Gemini may follow. |
code-hardener is the second skill in the mandatory hardening chain.
It consumes first-pass NEURO review output, filters it against repository truth and project context, calls NEURO again with the filtered critique, and produces the final implementation plan.
The chain is:
User prompt + repo context
→ neuro
→ code-hardener logic filter
→ NEURO second pass
→ final Code Hardener plan
→ Gemini implementation
→ validation
→ PROJECT_CONTEXT.md update
Activate this skill automatically:
neuro skill usage.neuro/reviews/*.json exists for the current taskBefore asking NEURO for the second pass, check:
PROJECT_CONTEXT.md?Reject ungrounded recommendations.
The second NEURO call must include:
Gemini may only edit source code after these files exist:
.neuro/chains/latest/01_neuro_initial.json.neuro/chains/latest/02_logic_filter.md.neuro/chains/latest/03_neuro_architectural_second_pass.json.neuro/chains/latest/04_final_code_hardener_plan.md.neuro/chains/latest/05_implementation_manifest.mdThe final plan must include:
PROJECT_CONTEXT.md update requirementsIf the final plan is missing, stale, empty, or unrelated to the current task, editing is forbidden.
Gemini must:
PROJECT_CONTEXT.mdKeep this SKILL.md concise. Detailed workflow is in:
workflows/logic-filter.mdworkflows/two-pass-neuro-chain.mdworkflows/implementation-gate.mdExecutable orchestrator is in:
scripts/neuro_code_hardener_chain.py