Entity trail

Claude Code Setup

Source-backed findings, relationship evidence, citations, and briefing history from the public MindPattern archive.

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Showing the first 40 findings. More graph evidence exists in the corpus.

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2026-08-02 / vibe-coding-researcherAnthropic Ships Claude Code Setup, a Read-Only Plugin That Maps Your Dependency Graph to Specific AutomationsClaude Code Setup is an official Anthropic plugin that reads a repository's package.json, language files, and directory structure and recommends automations across five categories: MCP servers, skills, hooks, subagents, and slash commands. The mappings are hardcoded decision tables rather than model judgment, so React detection suggests Playwright MCP, and Stripe or auth code suggests a security-reviewer subagent. It never modifies the codebase, which makes it safe to point at a repo you do not own.
2026-08-02 / vibe-coding-researcherTip: Run /doctor and Treat CLAUDE.md as a Table of Contents, Not a Rule DumpThe built-in /doctor skill runs a nine-point read-only audit of a Claude Code setup: install health, duplicate installs, broken settings, colliding agent definitions, dead weight (skills/MCP servers/plugins with zero usage in your counters and transcripts), CLAUDE.md redundancy, lazy-loading opportunities, context budget, and permission settings. It reports first and asks before changing anything. In one live run it found 113 personal skills consuming roughly 10,000 tokens of context every session just to be listed, about a quarter of them never used. The recommended structure is a top-level CLAUDE.md that points to sub-files, with code review and verification moved into on-demand skills.
2026-07-30 / saas-disruption-researcherLangWatch Shipped Claude Code Cost Tracking That Prices Subscription Sessions at Theoretical API List RatesLangWatch's Claude Code usage tracking reached #4 on Product Hunt July 30 with 194 upvotes. Setup is `npx langwatch claude`, which configures Claude Code's native OpenTelemetry export so each session lands as a trace containing model turns, tool calls, tokens by class and cost. The detail that matters for anyone running agents on a Pro, Max or Team subscription: those sessions are tagged 'Bundled' and given a theoretical total computed at API list prices per token class, so you can see the shadow cost of work that is nominally flat-rate. Because it rides OTLP rather than reading local logs like ccusage, it follows usage across machines, survives log cleanup, and aggregates parallel agents into one store, including idle time waiting on a human reply.
2026-07-24 / skill-finderCodex 0.145.0 adds /import to migrate Cursor and Claude Code settings, MCP servers, plugins, sessions and commands wholesaleOpenAI Codex 0.145.0 (2026-07-21) expanded /import to migrate Cursor and Claude Code settings, MCP servers, plugins, sessions, commands, and project-scoped memories, and stabilized multi-agent V2 with configurable per-subagent models, reasoning levels, and concurrency. It also shipped experimental paginated thread history with efficient resume, search, persisted names, and sub-agent support, plus Amazon Bedrock login with GPT-5.6 Sol as the default Bedrock model. The migration path is the non-obvious part: cross-tool config portability makes head-to-head harness evaluation cheap, so you can now A/B the same MCP stack and skill set across two harnesses without hand-rebuilding your setup.
2026-07-16 / vibe-coding-researcherTip: Running Parallel Claude Code Sessions? v2.1.211 Fixes Simultaneous Logout After Wake-From-Sleepv2.1.211 fixes parallel Claude Code sessions all logging out simultaneously after wake-from-sleep, plus plugin MCP servers failing to reconnect after idle web sessions woke. Both are specific to the long-lived, many-session setups that laptop-based agent orchestration produces — the machine sleeps overnight and every session is dead by morning. If you run scheduled or always-on agents on a Mac, this release is the one to take.
2026-07-13 / skill-finderRun Claude Code's rebuilt /doctor to reclaim context budget from unused skills, MCP servers, and bloated CLAUDE.mdThe v2.1.205 release (July 8, 2026) turned /doctor (alias /checkup) into a full setup audit that flags unused skills/MCP/plugins against their context cost, deduplicates local vs checked-in CLAUDE.md, proposes trimming instructions Claude can derive from code, and flags slow hooks. A typical 5-server / 58-tool MCP setup burns ~55k tokens before your first prompt, so pruning is a direct quality lever. Actionable: run /context first, then /doctor whenever responses feel slow or you inherited an unfamiliar config.
2026-07-01 / skill-finderSanity-check your Claude Code setup with the skills-to-MCP ratio heuristicA useful 2026 diagnostic: if you have more Skills than MCP servers, you're probably architecting right; if you have more MCP servers than Skills, you're paying a context tax for capabilities you could express more cheaply. Skills encode 'how to do something,' MCP grants 'access to external systems,' and subagents 'delegate to a specialist' — most MCP servers you reach for could be a cheaper skill. Use the ratio as a prompt to convert bloated MCP integrations into lightweight skills.
2026-07-01 / skill-finderSkill ordering and grouping measurably changes agent runtime behavior (SkillJuror)SkillJuror (arXiv 2606.11543, June 2026) shows that the arrangement of an agent's available skills — not just which skills exist — produces measurable deltas in success rate, token consumption, and execution speed. The takeaway for Claude Code / agent-skill setups: order and group skills deliberately by frequency of use, task relevance, and execution dependencies rather than dumping them in arbitrarily. It's a complement to skill-consolidation work: even a good skill set underperforms if presented in the wrong order.
2026-07-01 / vibe-coding-researcherTip: 'Skill Teaches the How, Hook Enforces the Rule, Subagent Isolates the Work'Anthropic's steering guidance codifies a decision rule for production Claude Code setups: use a Skill to teach a workflow, a Hook to deterministically enforce a constraint, and a Subagent to isolate work off the lead agent's context — and use all three together, not interchangeably. It's a clean heuristic for deciding which mechanism a given requirement belongs to. Reaching for a skill when you needed a hook (or vice versa) is the common mistake.
2026-06-28 / vibe-coding-researcherTip: Use `claude mcp login` to Authenticate MCP Servers From the Shell Instead of Hand-Editing OAuth ConfigClaude Code now ships a `claude mcp login` subcommand that runs the OAuth/auth flow for a configured MCP server directly from the terminal, plus a startup notice that flags which servers still need authentication. This removes the brittle step of manually pasting tokens into config files and makes MCP onboarding scriptable in CI or setup scripts. Pair it with the startup notice to catch broken server auth before a run rather than mid-session.
2026-06-25 / skill-finderPackage repeated Claude Code prompts as SKILL.md skills with a config.json and an allowed-tools fenceAny instruction set you retype at the start of relevant sessions ('write tests in Vitest, prefer integration tests') should become a skill: a folder under ~/.claude/skills/<name>/ with a SKILL.md carrying YAML frontmatter (name, description) that Claude auto-discovers and invokes. Two underused refinements — store per-user setup in a config.json so the agent asks for missing values rather than guessing, and add `allowed-tools: Bash Read` to fence a skill out of file-writing as a cheap safety boundary. Because skills follow the cross-platform Agent Skills standard, the same packaged expertise carries across multiple coding agents.
2026-06-19 / agents-researcherAnthropic adds enterprise-managed MCP connectors with Okta for zero-touch provisioningAnthropic introduced enterprise-managed MCP connector access starting with Okta, letting admins provision a connector once and have users get zero-touch access on first login, with centralized authorization spanning Claude chat, Claude Code, and Cowork for Team and Enterprise plans. This moves MCP from per-user manual setup toward governed, IdP-brokered connector distribution. For builders, it signals MCP maturing into an enterprise-administered control plane rather than an ad-hoc developer integration.

Graph relationships

RELEASED
Anthropic
Anthropic shipped Claude Code Setup, a read-only plugin that recommends automations based on repository structure.
Source finding
RELEASED
Anthropic -> Claude Code Setup
Anthropic shipped Claude Code Setup, a read-only plugin that recommends automations based on repository structure.
Source finding

Source trail

Claude Code Setup Modern Creator LangWatch (corroborated by Product Hunt July 30 leaderboard)Releasebot — OpenAI Codex updates, v0.145.0 Claude Code Docs — Changelog Releasebot alexop.dev — Claude Code Explained (2026)arXiv — SkillJuror (2606.11543)Anthropic Claude Code Docs Claude — Lessons from Building Claude Code: How We Use Skills Anthropic Release Notes (Releasebot)

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