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GitHub 저장소

multicrew

multicrew에는 quangtran88에서 수집한 skills 18개가 있으며, 저장소 수준 직업 범위와 사이트 내 skill 상세 페이지를 제공합니다.

수집된 skills
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업데이트
2026-07-11
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직업 범위
직업 카테고리 5개 · 100% 분류됨
저장소 탐색

이 저장소의 skills

squad-init
기타 컴퓨터 관련 직업

Install a battle-tested multi-agent dev-squad configuration onto a new Multica project (installer, NOT a generator). Use when the user wants to set up, provision, bootstrap, or install a Multica dev squad on a repo — drives phases P0-P7 with hard gates.

2026-07-11
architecture-review-method
소프트웨어 개발자

Use when reviewing a diff for cross-file coherence, coupling, or abstraction-boundary regressions — the architecture lens. Supplies precise vocabulary (depth/seam/locality), the deletion test, the adapter-count seam rule, and a code-graph-first caller-impact recipe with a graph-free fallback. Do not use for writing code, style policing, or other reviewers' lenses.

2026-07-07
browser-e2e
소프트웨어 품질 보증 분석가·테스터

Use when {{QA_SEAT_NAME}} must drive a real browser against the target repo's web surface ({{UI_SURFACE}}) with the playwright MCP — supplies hybrid DOM+screenshot grounding, the tiered-locator order, a self-heal loop that ESCALATES instead of weakening assertions, a step cap, and the headless no-clarifying-question contract. Do NOT use for native-channel rendering (that is un-automatable), for API/contract testing (qa.md HTTP oracles), or for scenario-shape / non-determinism metrics (your eager QA scenario contract + eval-harness own those).

2026-07-07
builder-dev-loop
소프트웨어 개발자

Use while implementing a sub-issue at a judgment point — a repeatedly failing build/test, a needed dependency, a wrong-looking AC (HALT vs push through), or metabolizing the three-panel review. Not for reviewing others' code or spec/planning.

2026-07-07
edge-case-hunter
소프트웨어 개발자

Use when reviewing a diff that changes control flow, a state machine, auth/permission checks, async or concurrent code, or input boundaries, and you need exhaustive enumeration of unhandled paths. A method (mechanical path-walk), not an attitude. Do not use for writing code or for style/quality opinions.

2026-07-07
eval-harness
소프트웨어 품질 보증 분석가·테스터

Use in non-deterministic testing — Mode-2 real-model or Mode-3 real-platform — when exact-string asserts would flake. Supplies the determinism split (mock = assert exact, real-model = assert a predicate over k runs), pass@k vs pass^k reliability metrics, the grader taxonomy (code / model / human), and baseline-SHA regression framing. Do not use for deterministic mock-LLM scenarios (assert exactly) or for scenario generation (your eager QA scenario contract owns that).

2026-07-07
llm-gateway-security
정보 보안 분석가

Use when reviewing a diff that touches LLM prompt construction, tool/function-calling, RAG/retrieval, rendering of model output, AI credentials, or any path where model or tool output flows onward — the LLM-gateway attack class. Supplies the sink patterns and severity/FP rules for that lens. Do not use for generic web vulns the base review already covers, or for writing code.

2026-07-07
mcp-tool-authoring
소프트웨어 개발자

Use when a sub-issue adds or changes an MCP tool/server surface — the agent-centric tool-design rules plus the Zod-strict validation and tool-annotation checklist. Always defer current @modelcontextprotocol/sdk signatures to context7 (don't trust memory). Do not use for non-MCP code, or for merely consuming an existing MCP tool.

2026-07-07
migration-schema-safety
데이터베이스 아키텍트

Use when a diff adds or changes a data/state migration — reviewing ({{CONTRACT_SEAT_NAME}}) or authoring ({{BUILDER_SEAT_NAME}}) one. Classify the surface first — the {{STACK_DESCRIPTION}} scan tells you which of state/session migrations, relational-DB DDL, or application-level data backfills actually exist here; apply only the iron rules for the surface(s) present. Do not use for ordinary feature diffs with no migration.

2026-07-07
repomix-context-scoping
소프트웨어 개발자

Use when the diff plus the modules it touches exceed what you can load in one read — your context-budgeting aid as the architecture reviewer. Plain `npx repomix` CLI that complements this seat's code-graph tool (code-graph tool = targeted caller-impact; repomix = whole-repo packing + token budgeting); `--token-count-tree` to size the surface, `--include` to scope to the diff's blast radius, then carry what you actually packed into an honest File manifest. Do not use for writing code, packing third-party libraries, or as a separate finding lens.

2026-07-07
review-quality-metrics
소프트웨어 개발자

Use when {{MENTOR_SEAT_NAME}} runs a retrospective and wants a QUANTITATIVE read on the reviewer bench — per-reviewer addressed-rate, a separate refuted-with-named-evidence count, and signal-to-noise — computed over the parent + sub-issue verdict comments and the Lead's review_metrics_pr{N} records. Pairs with skill-harvest. Read-only measurement; never changes a reviewer seat; suppresses drift flags on tiny samples.

2026-07-07
reviewer-panel-degradation-recovery
소프트웨어 개발자

Use when {{LEAD_SEAT_NAME}} finds a summoned reviewer dead or churned at the synthesis barrier (a model/availability/runtime error, or the reconciler flags it), OR a subtask PR was already merged before review — the degrade-vs-collapse-vs-retroactive recovery rules. Not for a healthy panel.

2026-07-07
root-cause-first
소프트웨어 개발자

Use when you are about to fix a bug, a failing test, or unexpected behavior in the target repo. Forces a deterministic repro and ranked falsifiable hypotheses BEFORE any code change. Use this on {{BUILDER_SEAT_NAME}} and {{QA_SEAT_NAME}} debugging work. Do not use for green-field feature authoring with no observed defect.

2026-07-07
safe-refactor
소프트웨어 개발자

Use when a sub-issue is a refactor/restructure/extract/rename — a tool-agnostic safety discipline: map the blast radius with grep, gate on test coverage (NONE blocks an aggressive refactor — add characterization tests first), change in small steps, verify after each ({{TYPECHECK_CMD}} + {{TEST_CMD}} + {{BUILD_VERIFY_CMDS}}), never commit a broken tree. Do not use for new features or any behavior change.

2026-07-07
self-improve
소프트웨어 개발자

Use when composing a durable lesson to save: the what-to-save bar (symptom/root-cause/fix-loc/guard) + confidence/freshness/contradiction rules. The recall-before/save-after loop is eager in the constitution MEMORY section, not here.

2026-07-07
skill-harvest
소프트웨어 개발자

Use when {{MENTOR_SEAT_NAME}} runs a retrospective on already-executed tasks ({{LEAD_SEAT_NAME}} delegates it a finished parent at delivery, or a "harvest from done issues" window). Four outputs: PROPOSE new skills, evaluate + PROPOSE improvements to skills the run actually used, write durable LESSONS to the memory backend ({{MEMORY_BACKEND_URL_API}}), and hand the human a review packet. Supplies the look-back read-path (incl. loaded-skill detection), the Googleable/specific/effort filter, content-aware create-safe dedup, the rejection ledger, a secret screen, the efficacy-evaluation method, and the lesson-write + handoff rules. Skills are proposed, then applied only once a human member authorizes on the harvest issue (attach + overwrite are the gated live actions, §9); lessons are the always-allowed direct write. Not for per-task memory saves (that is self-improve) and not for execution work.

2026-07-07
squad-measurement
소프트웨어 개발자

The measurement telemetry SCHEMAS the Lead records, and their recording cadence — validation_metrics + the durable validation_ledger, review_metrics_pr{N} + cost_pr{N}, and merge_gate_pr{N}. Use when a seat needs the exact field shape to WRITE a measurement record, or when a retrospective needs to know WHERE each stream lives and WHO wrote it. All three streams GATE NOTHING at record time (no threshold, no memory_save on write). INTERPRETATION — the per-seat reviewer scorecard, drift flags, and the validation-phase sunset aggregates — lives in review-quality-metrics, which reads these streams; this skill holds only the schemas + the recording cadence and does not duplicate that method.

2026-07-07
vertical-slice-issues
소프트웨어 개발자

Use when {{LEAD_SEAT_NAME}} must (1) check a backlog doc is execution-ready and (2) decompose it into turnkey, risk-routed sub-issues for {{BUILDER_SEAT_NAME}}. Supplies the Definition-of-Ready gate, the tracer-bullet vertical-slice method, and the writing-plans bar (exact files + change-per-file + AC-ids + verify command, zero placeholders) that makes a focused Builder safe (it removes judgment from the slice and keeps each slice reviewable — independent of the Builder's model strength). Do not use for product discovery, tech design, or implementation — those happen upstream in native Claude Code.

2026-07-07