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Claude Code ํ๋ค์ค ์งํ ๋๊ตฌ: CLAUDE.md(๊ท์น ์ ๋ฌ) + Permissions(์ํ ์ฐจ๋จ) + Hooks(์๋ ๊ฒ์ฆ) + MCP(ํ ์คํธ ๋๊ตฌ) + Subagent(AI ๋ถ๋ฆฌ) + ์งํ ์์น(๋ฉํ) 6๋จ๊ณ๋ฅผ ์ง๋จยท์ถ์ฒยทํ์ ์ํฌํ๋ก์ฐ๋ก ๋จ๊ณ์ ์ผ๋ก ๋ณด๊ฐํฉ๋๋ค. ์ ๊ท ์ ์ ๋ณด๋ค๋ ์ด๋ฏธ ์ฐ๋ ํ๋ก์ ํธ์ ํ๋ค์ค๋ฅผ ์งํ์ํค๋ ๋ฐ ์ด์ . 1๊ฐ ์คํฌ.
Coding harness for long-term tasks, based on @claude article harness-design-long-running-apps
Warn-only, zero-dependency runtime harness layer for Claude Code (companion to superpowers): persistent state, scope control (prompt + action side), Default-FAIL verification & coverage gates, entropy governance (golden-rules + drift detection), and first-class C/C++ engineering (CMake/Meson/Make/Bazel + clang-tidy + sanitizers).
Four non-negotiable safety hooks plus cross-cutting engineering modules as auto-loading skills. Every domain pack depends on this.
v1.0.1 | ๊ฐ๋ฐ ์ค๊ฐ์ ์์ด์ ํธ ์ ์ด ์ธํ๋ผ(ํ , verifier, ๋ฌธ์ ์๋ํ) ์ํ๋ฅผ ๋ ๋ฆฝ ์๋ธ์์ด์ ํธ๊ฐ ์ง๋จํ๊ณ , ๋ฌธ์ ๋ฐ๊ฒฌ ์ upstream ์์ ๋ ํฌํธ๋ฅผ ์์ฑํ๋ ํ๋ค์ค ์ ๊ฒ ์คํฌ
Three defense-in-depth hooks: credential value scrub (PostToolUse), admission keyword reminder (UserPromptSubmit), bash command guard (PreToolUse). Built after repeated credential leak incidents โ structural fix when behavioral rules in CLAUDE.md keep failing.
Curated data pack: analytics engineering, analyst notebook, LLM app, ML pipeline.
Authoring aids for building Claude Code harnesses โ loops, flows, and the specs that separate them.
Curated devops pack: CI/CD platform, infrastructure, Kubernetes platform, observability/SRE.
Evaluate AI agent setups for best practices, redundancy, security, and cross-component issues. 64 lint rules, per-component rubric review, deep security audit, and single-skill evaluation.
LangSmith-native autonomous agent optimization โ evolves LLM agent code using multi-agent proposers, experiments, and git worktrees. No external API keys needed.
HarnessFlow v3.0.0: 7 core skills own the risk-tiered main chain frame -> plan -> build -> verify -> ship (hf-workflow entry, hf-frame with environment baseline, hf-plan, hf-build TDD, hf-verify runtime smoke, hf-review with independent-context discipline, hf-ship). A stdlib-only mechanical gate (skills/hf-workflow/scripts/hf_gate.py) produces tamper-evident evidence logs and adjudicates every stage transition from files, verdict lines, exit codes and timestamps. Domain skills plug in as ext-* extensions loaded per stage (ext-ui-design and ext-cpp ship as seeds).
Peer-pane Claude Code worker orchestration via tmux + jsonl mailbox. Spawns long-running coordinated workers from natural-language triggers. Bundles formation skill + njslyr7 CLI + UserPromptSubmit hook that auto-suggests the skill when user prompts match worker-spawn intent. Session-scoped identity prevents mailbox drift across resume/compact.
Workflow stage machine, convergence/workflow/experiment loops, local-LLM agents, memory, MCP, and a metrics dashboard.
Three-perspective preflight review skill (MELCHIOR/BALTHASAR/CASPAR personas, parallel Task spawn) for high-stakes changes โ front-loads post-hoc optimization insights before walltime / cost / destructive state is committed. Triggers on walltime >= 2h, >= 100M row DML, non-reversible cutover, new pipeline layer, >= $10 spend, or long-poll scripts.
Curated mobile pack: native iOS, native Android, React Native + Expo, Flutter.
Operational safety rails for long-running operations. Pre-flight algorithm fitness CLI (working set vs RAM ceiling, with concrete alternatives), in-flight heartbeat helper + cron watcher (stale + ETA overrun detection), Discord + gh issue auto-emit. Human-in-loop only โ no auto-kill. Built after a 23h sunk-cost incident where philosophy-level early-bleeding-detection lived only in CLAUDE.md memory, not in structural rails.
Automatic security analysis on file edit and save. Analyze code for vulnerabilities (SOURCE โ FLOW โ SINK) and reports findings back so Claude can fix them.
Curated web pack: API service, design system, distributed backend, frontend app, fullstack app.
Claude Code plugin for email triage, calendar management, and CRM integration via MCP servers.
Harvester HCI operator suite โ controlled, community-edition Harvester upgrades off an EOL line up to latest stable: the no-skip minor ladder (1.5โ1.6โ1.7โ1.8 carrying embedded RKE2 / KubeVirt / Longhorn / SLE-Micro together), external-Rancher + Harvester UI-extension pairing and ordering, air-gapped version detection, controlling the node-by-node upgrade flow (serial interlock, the v1.7+ pause-map, and the PodDisruptionBudget + VMI-readinessProbe native gate for 1.5/1.6), keeping VM-hosted self-managed RKE2 control planes quorate via anti-affinity spread and live-migration-vs-clean-shutdown tradeoffs (busy-etcd non-convergence, auto-converge, dedicated migration network), per-hop breaking changes (wickedโNetworkManager, Intel NIC rename, DHCP churn), the enforced pre-flight health gates, and the no-downgrade backup/rollback reality. Companion to the k8s suite's k8s-components-checker (HarvesterโRancherโRKE2 pairing registry) and rancher-upgrade (the external Rancher's own chain).
ในใใผใธใใใฆใใชใๅคๆดใๆคๅบใใ้ฉๅใชใณใใใ็ฒๅบฆใฎๆๆกใใgit commitใพใงใไธ่ฒซใใฆใขใทในใใใในใญใซ
Default Claude Code setup โ memory lifecycle hooks, codebase exploration, builder/reviewer agents, and git hook automation
Configure HawkScan in your CI/CD pipeline. Provider-agnostic: detects GitHub Actions, GitLab CI, Jenkins, CircleCI, Azure Pipelines, Bitbucket, Buildkite, and other CI systems from repo files, edits the pipeline file in place, and prompts for HAWK_API_KEY storage (CI-native secrets store or external secrets manager).