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[UDS] System archeology - reverse engineer code across Logic, Data, and Runtime dimensions
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Based on SOC occupation classification
[UDS] ไปฅ Claude ๅ็ Agent tool ็ผๆๅคไปปๅกๆง่ก่ฎกๅ๏ผDAG-based๏ผๆ ๅค้จๅผๆ๏ผใ Use when: executing a plan.json file with parallel/sequential task dependencies. Keywords: orchestrate, plan, execute, DAG, task plan, ็ผๆ, ๆง่ก่ฎกๅ, ๅนถ่ก.
[UDS] ไป Spec ๆๆกฃใOpenSpec ๅๆดๆ่ช็ฑๆๆฌ้ๆฑ็ๆ plan.jsonใ Use when: converting specifications into executable task plans for /orchestrate. Keywords: plan, spec, task plan, ่ฎกๅ, ่งๆ ผ, ไปปๅก, plan.json, DAG.
[UDS] AI ่พ ๅฉ git push ๅฎๅ จๅฑ๏ผ่ดจ้้จ็ฆ + ๅไฝๆคๆ ใ Use when: pushing commits, force pushing, pushing to protected branches, pushing feature branches. Keywords: git push, force push, protected branch, quality gate, push receipt, PR automation, ๆจ้, ไฟๆคๅๆฏ, ่ดจ้้จ็ฆ.
Showing SKILL.md
| name | reverse |
| scope | partial |
| description | [UDS] System archeology - reverse engineer code across Logic, Data, and Runtime dimensions |
| allowed-tools | Read, Grep, Glob, Bash(pg_dump:*), Bash(mysql:*), Bash(sqlite3:*), Bash(npm run:*), Bash(cat:*), Bash(docker:*) |
| argument-hint | [spec|data|runtime|bdd|tdd] <input> |
| disable-model-invocation | true |
System archeology framework: reverse engineer existing systems across three dimensions โ Logic, Data, and Runtime.
็ณป็ตฑ่ๅคๆกๆถ๏ผๅพไธๅ็ถญๅบฆๅๅๅทฅ็จๆขๆ็ณป็ตฑโโ้่ผฏใ่ณๆใๅท่ก็ฐๅขใ
โโโโโโโโโโโโโโโโโโโโโโโโโโโโโโโโโโโโโโโโโโโโโโโโโโโโโโโโโโโ
โ System Archeology Framework โ
โโโโโโโโโโโโฌโโโโโโโโโโโโโโโฌโโโโโโโโโโโโโโโโโโโโโโโโโโโโโโโโโค
โ Logic โ Data โ Runtime โ
โ (spec) โ (data) โ (runtime) โ
โโโโโโโโโโโโผโโโโโโโโโโโโโโโผโโโโโโโโโโโโโโโโโโโโโโโโโโโโโโโโโค
โ APIs โ DB Schemas โ Logs & Error Patterns โ
โ Modules โ ORMs/Models โ Config & Environment โ
โ Flows โ Migrations โ Metrics & Performance โ
โ Tests โ Seed Data โ Infra & Deployment โ
โโโโโโโโโโโโดโโโโโโโโโโโโโโโดโโโโโโโโโโโโโโโโโโโโโโโโโโโโโโโโโ
| Subcommand | Dimension | Input | Output | ่ชชๆ |
|---|---|---|---|---|
| (none) | All | Project root | Full Archeology Report | ไธ็ถญๅบฆๅ จ้ขๅๆ |
spec | Logic | Code files/dirs | SPEC-XXX.md | ๅพ็จๅผ็ขผๆๅ่ฆๆ ผ |
data | Data | DB schemas, ORMs, migrations | Data Model Spec | ๅๆ่ณๆๆจกๅ่็ตๆง |
runtime | Runtime | Logs, configs, metrics | Runtime Baseline | ๅๆๅท่ก็ฐๅขๅบๆบ |
bdd | โ | SPEC-XXX.md | .feature | ๅฐ AC ่ฝ็บ Gherkin |
tdd | โ | .feature | Coverage Report | ๅๆๆธฌ่ฉฆ่ฆ่็ |
When /reverse is invoked without a subcommand, execute all three dimensions sequentially:
Output: Integrated System Archeology Report combining all three dimensions.
[Confirmed], [Inferred], or [Unknown]file:line source reference[Confirmed] (FK constraints) or [Inferred] (code patterns)Evidence sources: schema.prisma, *.migration.*, models/, entities/, knexfile.*, sequelize, typeorm, SQL files, docker-compose.yml (DB services)
Evidence sources: .env.example, docker-compose.yml, Dockerfile, *.config.*, CI/CD files, k8s/, log files (patterns only)
Security: NEVER output actual secret values. Only list variable names and describe their purpose.
| Rule | Requirement | ่ฆๆฑ |
|---|---|---|
| Certainty Tags | Use [Confirmed], [Inferred], [Unknown] for all findings | ๆๆ็ผ็พ้ ๆจๆณจ็ขบๅฎๆง |
| Source Attribution | Cite file:line for every reversed item | ๆฏ้ ๅๅ็ตๆ้ ๅผ็จไพๆบ |
| No Fabrication | Never invent APIs or behaviors not found in code | ไธๅพๆ้ ็จๅผ็ขผไธญไธๅญๅจ็ API ๆ่ก็บ |
| No Secrets | Never output secret values from configs or env files | ไธๅพ่ผธๅบ่จญๅฎๆชๆ็ฐๅข่ฎๆธ็ๅฏ้ฐๅผ |
/reverse - Full 3-dimension analysis | ไธ็ถญๅบฆๅ
จ้ขๅๆ
/reverse spec src/auth/ - Logic: extract spec | ้่ผฏ๏ผๆๅ่ฆๆ ผ
/reverse data - Data: analyze schemas & models | ่ณๆ๏ผๅๆ็ตๆง
/reverse runtime - Runtime: analyze configs & infra | ๅท่ก็ฐๅข๏ผๅๆ้
็ฝฎ
/reverse bdd specs/SPEC-AUTH.md - Convert spec ACs to Gherkin
/reverse tdd features/auth.feature - Analyze test coverage
After /reverse (full or spec) completes, the AI assistant should suggest:
็ณป็ตฑ่ๅคๅฎๆใๅปบ่ญฐไธไธๆญฅ / System archeology complete. Suggested next steps:
- ๅท่ก
/sddๅฏฉๆฅไธฆๆ ธๅๆญค่ฆๆ ผ โญ Recommended / ๆจ่ฆ โ Review and approve the generated spec- ๅท่ก
/deriveๅพ่ฆๆ ผๆจๅฐๆธฌ่ฉฆ โ Derive tests from spec (requires approval first)- ๅฏฉๆฅ่ฆๆ ผไธญ็
[Inferred]ๅ[Unknown]ๆจ่จ โ Review uncertainty tags manually