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Confidence-based scoring system for review findings — calibrates issue severity with evidence strength to filter false positives. Use when reviewing code, analyzing findings, or scoring issues.
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
Demo pipeline state machine — 7-phase autonomous sequence with delegation context templates, phase transition logic, BLOCKED recovery strategies, and demo-state.json schema. Used exclusively by demo-conductor.
Cinematic narration style guide for demo-conductor — ANSI-coloured banner formats, live pipeline scoreboard, audience-facing language, phase summaries, and error narration patterns. Keeps the demo presentation-quality throughout.
Standardized completion and escalation protocol for subagent responses. Ensures the conductor can machine-parse every subagent return. Use when reporting completion status back to the orchestrator.
Cross-session learnings lifecycle — schema, storage, retrieval, and pruning of lessons learned during orchestrator sessions. Use when managing learnings via the /learn command.
Agent Teams assembly and task injection — selects appropriate team, validates prerequisites, estimates cost, injects tasks into the shared task list, and manages team lifecycle.
Token and cost tracking with model tier enforcement
| name | confidence-scoring |
| description | Confidence-based scoring system for review findings — calibrates issue severity with evidence strength to filter false positives. Use when reviewing code, analyzing findings, or scoring issues. |
| user-invocable | false |
Rate every finding 0-100 based on evidence strength:
| Score | Level | Meaning | Action |
|---|---|---|---|
| 0-24 | Not confident | Likely false positive, insufficient evidence | Filter out |
| 25-49 | Somewhat confident | Might be real, needs investigation | Note only |
| 50-74 | Moderately confident | Real but minor, or real but context-dependent | Include if reviewer |
| 75-89 | Highly confident | Real and important, strong evidence | Always include |
| 90-100 | Certain | Verified issue with definitive evidence | Flag as critical |
80 — only findings scored ≥80 are reported to the user by default. Configurable in sdlc-config.md.
For each finding, evaluate:
### Finding: {description}
- **Confidence:** {score}/100
- **Evidence:** {exact code reference}
- **Category:** Bug | Security | Convention | Performance | Maintainability
- **Recommendation:** {specific fix}