MCP Server Builder
anthropics/skills
Guides the design and implementation of Model Context Protocol servers in TypeScript or Python, from tool naming and error messages to evaluation.
Migrate legacy flat .flow/memory files to the categorized YAML schema.
$ npx skills add gmickel/flow-next --skill flow-next-memory-migrate -a claude-codeProject install by default; add -g for ~/.claude/skills/.
$ gh skill install gmickel/flow-next flow-next-memory-migrate --agent claude-codeProject scope by default; add --scope user for a personal install. Needs GitHub CLI 2.90.0 or later (public preview).
$ git clone --depth 1 https://github.com/gmickel/flow-next.git skills-src && mkdir -p .claude/skills && cp -r skills-src/plugins/flow-next/codex/skills/flow-next-memory-migrate .claude/skills/flow-next-memory-migrate && rm -rf skills-srcUse ~/.claude/skills/ instead of .claude/skills for a personal install. The folder must contain SKILL.md.
Claude Code skills documentation · loads skills from .claude/skills/
Install the "flow-next-memory-migrate" agent skill from https://github.com/gmickel/flow-next/tree/main/plugins/flow-next/codex/skills/flow-next-memory-migrate into .claude/skills/flow-next-memory-migrate/ in this project. Copy the whole folder (SKILL.md and every file beside it), keep the folder name "flow-next-memory-migrate", then confirm the skill loads.Claude Code copies the folder itself, the same result as the manual copy. Check what it changed before you commit it.
$skill-installer install https://github.com/gmickel/flow-next/tree/main/plugins/flow-next/codex/skills/flow-next-memory-migrateType this inside Codex. $skill-installer <name> installs a curated skill from openai/skills. The installer writes to $CODEX_HOME/skills (default ~/.codex/skills). Restart Codex if the skill does not show up.
$ npx skills add gmickel/flow-next --skill flow-next-memory-migrate -a codexProject install goes to .agents/skills/; add -g for ~/.codex/skills/.
$ gh skill install gmickel/flow-next flow-next-memory-migrate --agent codexProject scope by default (.agents/skills/); add --scope user for a personal install.
$ git clone --depth 1 https://github.com/gmickel/flow-next.git skills-src && mkdir -p .agents/skills && cp -r skills-src/plugins/flow-next/codex/skills/flow-next-memory-migrate .agents/skills/flow-next-memory-migrate && rm -rf skills-srcUse ~/.agents/skills/ instead of .agents/skills for a personal install.
Codex skills documentation · loads skills from .agents/skills/
Install the "flow-next-memory-migrate" agent skill from https://github.com/gmickel/flow-next/tree/main/plugins/flow-next/codex/skills/flow-next-memory-migrate into .agents/skills/flow-next-memory-migrate/ in this project. Copy the whole folder (SKILL.md and every file beside it), keep the folder name "flow-next-memory-migrate", then confirm the skill loads.Codex copies the folder itself, the same result as the manual copy. Check what it changed before you commit it.
$ npx skills add gmickel/flow-next --skill flow-next-memory-migrate -a cursorProject install goes to .agents/skills/; add -g for ~/.cursor/skills/.
$ gh skill install gmickel/flow-next flow-next-memory-migrate --agent cursorProject scope by default (.agents/skills/); add --scope user for a personal install.
$ git clone --depth 1 https://github.com/gmickel/flow-next.git skills-src && mkdir -p .cursor/skills && cp -r skills-src/plugins/flow-next/codex/skills/flow-next-memory-migrate .cursor/skills/flow-next-memory-migrate && rm -rf skills-srcUse ~/.cursor/skills/ instead of .cursor/skills for a personal install.
Cursor skills documentation · loads skills from .cursor/skills/, .agents/skills/, .claude/skills/, .codex/skills/
Install the "flow-next-memory-migrate" agent skill from https://github.com/gmickel/flow-next/tree/main/plugins/flow-next/codex/skills/flow-next-memory-migrate into .cursor/skills/flow-next-memory-migrate/ in this project. Copy the whole folder (SKILL.md and every file beside it), keep the folder name "flow-next-memory-migrate", then confirm the skill loads.Cursor copies the folder itself, the same result as the manual copy. Check what it changed before you commit it.
$ gemini skills install https://github.com/gmickel/flow-next.git --path plugins/flow-next/codex/skills/flow-next-memory-migrate--scope user (default) or --scope workspace; --path is the subfolder of the repo that holds the skill; --consent skips the security confirmation prompt.
$ npx skills add gmickel/flow-next --skill flow-next-memory-migrate -a gemini-cliProject install goes to .agents/skills/; add -g for ~/.gemini/skills/.
$ gh skill install gmickel/flow-next flow-next-memory-migrate --agent gemini-cliProject scope by default (.agents/skills/); add --scope user for a personal install.
$ git clone --depth 1 https://github.com/gmickel/flow-next.git skills-src && mkdir -p .gemini/skills && cp -r skills-src/plugins/flow-next/codex/skills/flow-next-memory-migrate .gemini/skills/flow-next-memory-migrate && rm -rf skills-srcUse ~/.gemini/skills/ instead of .gemini/skills for a personal install, then run /skills reload.
Gemini CLI skills documentation · loads skills from .gemini/skills/, .agents/skills/
Install the "flow-next-memory-migrate" agent skill from https://github.com/gmickel/flow-next/tree/main/plugins/flow-next/codex/skills/flow-next-memory-migrate into .gemini/skills/flow-next-memory-migrate/ in this project. Copy the whole folder (SKILL.md and every file beside it), keep the folder name "flow-next-memory-migrate", then confirm the skill loads.Gemini CLI copies the folder itself, the same result as the manual copy. Check what it changed before you commit it.
$ gh skill install gmickel/flow-next flow-next-memory-migrateInstalls for Copilot at project scope by default; add --scope user for a personal install. Preview a skill first with gh skill preview. Needs GitHub CLI 2.90.0 or later (public preview).
$ npx skills add gmickel/flow-next --skill flow-next-memory-migrate -a github-copilotProject install goes to .agents/skills/; add -g for ~/.copilot/skills/.
$ git clone --depth 1 https://github.com/gmickel/flow-next.git skills-src && mkdir -p .github/skills && cp -r skills-src/plugins/flow-next/codex/skills/flow-next-memory-migrate .github/skills/flow-next-memory-migrate && rm -rf skills-srcUse ~/.copilot/skills/ instead of .github/skills for a personal install. Commit .github/skills so cloud agent and code review can use it.
GitHub Copilot skills documentation · loads skills from .github/skills/, .claude/skills/, .agents/skills/
Install the "flow-next-memory-migrate" agent skill from https://github.com/gmickel/flow-next/tree/main/plugins/flow-next/codex/skills/flow-next-memory-migrate into .github/skills/flow-next-memory-migrate/ in this project. Copy the whole folder (SKILL.md and every file beside it), keep the folder name "flow-next-memory-migrate", then confirm the skill loads.GitHub Copilot copies the folder itself, the same result as the manual copy. Check what it changed before you commit it.
$ npx skills add gmickel/flow-next --skill flow-next-memory-migrate -a opencodeOpenCode documents no install command of its own. Project install goes to .agents/skills/; add -g for ~/.config/opencode/skills/.
$ gh skill install gmickel/flow-next flow-next-memory-migrate --agent opencodeProject scope by default (.agents/skills/); add --scope user for a personal install.
$ git clone --depth 1 https://github.com/gmickel/flow-next.git skills-src && mkdir -p .opencode/skills && cp -r skills-src/plugins/flow-next/codex/skills/flow-next-memory-migrate .opencode/skills/flow-next-memory-migrate && rm -rf skills-srcUse ~/.config/opencode/skills/ instead of .opencode/skills for a personal install.
OpenCode skills documentation · loads skills from .opencode/skills/, .claude/skills/, .agents/skills/
Install the "flow-next-memory-migrate" agent skill from https://github.com/gmickel/flow-next/tree/main/plugins/flow-next/codex/skills/flow-next-memory-migrate into .opencode/skills/flow-next-memory-migrate/ in this project. Copy the whole folder (SKILL.md and every file beside it), keep the folder name "flow-next-memory-migrate", then confirm the skill loads.OpenCode copies the folder itself, the same result as the manual copy. Check what it changed before you commit it.
flow-next-memory-migrateMigrate legacy flat .flow/memory files to the categorized YAML schema.
Flow Next Memory Migrate is an agent skill from gmickel/flow-next. Migrate legacy flat .flow/memory files to the categorized YAML schema. One-time ceremony. Use when asked to migrate flow memory.
Its SKILL.md is about 2.5k tokens, which your agent loads only when the skill is triggered. The skill folder holds 6 other files, including reference files (for example `agents/openai.yaml`, `phases.md` and `references/cleanup.md`).
It sits in Agent Workflows. The repository describes itself as: Faster than your agent alone. And better. A workflow plugin that takes a bug, idea or ticket to a verified pull request: specs, cross-model review by risk, live QA, receipts in… The licence is MIT.
5 steps, taken from the first numbered list in SKILL.md.
Read from SKILL.md and the folder at commit 09e291e. It shows what the files ask for, not the result of running them.
Pre-approves these tools, so the agent can use them without asking each time:
ReadBashGrepGlobWriteEditTaskFrom allowed-tools in the SKILL.md frontmatter.
Shell commands in SKILL.md call:
gitFrom the folder's file list and the shell code blocks in SKILL.md.
No URLs in SKILL.md. Its commands use git, which can reach the network depending on how they are called.
From URLs in SKILL.md, links to its own repository left out.
Names no API keys, tokens, secrets or passwords.
From names ending in _API_KEY, _TOKEN, _SECRET, _KEY or _PASSWORD in SKILL.md.
Flow Next Memory Migrate loads about 2.5k tokens when it runs, and up to ~3.1k if it reads all its reference files. Until then it costs about 38 tokens; SKILL.md has 1,224 words of instructions outside code blocks.
Estimates: characters ÷ 4, the usual rule of thumb; real counts depend on the model's tokenizer. Scripts and assets cost tokens only if the agent reads them.
The automated check noted patterns worth knowing about, such as sudo or a known installer.
allowed-tools: Read, Bash, Grep, Glob, Write, Edit, TaskAutomated static check — not a guarantee. Review scripts before installing. It scans the text of SKILL.md for risky patterns (piping downloads into a shell, reading credential files, hidden Unicode, destructive commands); files beside SKILL.md are not scanned.
The full file from gmickel/flow-next at commit 09e291e, republished under its MIT licence (© gmickel). 1,224 words, ~2,503 tokens.
.claude/skills/flow-next-memory-migrate/SKILL.md (or your agent's skills folder). This skill also uses 4 other files; get the full folder from GitHub.Older flow-next versions stored memory as three flat markdown files: .flow/memory/pitfalls.md, conventions.md, decisions.md. Each held lessons with ad-hoc headings and no schema, either separated by --- or appended under ## <date> <source> [<type>] headers; memory list-legacy returns one entry per lesson in both formats. The categorized schema (track / category / module / tags / status frontmatter, one entry per file). Existing flat files persisted but became invisible to memory list, memory search, and flow-next-audit because there's no frontmatter to scope or stale-flag.
This skill IS the migration. The host agent (Claude Code / Codex / Droid) reads each legacy entry, applies the mechanical default (track, category) from the source filename, overrides only when the entry's content warrants, and writes a categorized entry via flowctl memory add. Optional autofix mode accepts every mechanical default and marks ambiguous entries as needs-review in the report.
There is no Python classifier subprocess, no codex/copilot dispatch, no fast-model probability scoring. The host agent is already an LLM with full repo context and does the work directly. flowctl provides only thin parsing + persistence plumbing (memory list-legacy --json, existing memory add).
Read workflow.md for the full phase-by-phase execution. Read phases.md for the (track, category) decision tree with mechanical baseline + override examples.
Read working-rules.md first unless you already have this run; it holds for every step of this skill.
CRITICAL: flowctl is BUNDLED — NOT installed globally. which flowctl will fail (expected). Define once; subsequent blocks (here and in workflow.md) use $FLOWCTL:
FLOWCTL="${CODEX_HOME:-$HOME/.codex}/scripts/flowctl"
[ -x "$FLOWCTL" ] || FLOWCTL="<plugin-root>/scripts/flowctl" # <plugin-root> = the directory two levels above this skill's SKILL.md file (the harness gave you that file's absolute path when the skill loaded); substitute it literally
[ -x "$FLOWCTL" ] || FLOWCTL=".flow/bin/flowctl"Inline skill (no context: fork) — plain-text numbered prompt must stay reachable across phases. Subagents can't call plain-text numbered prompts (Claude Code issues #12890, #34592). Phase 1 (Classify) needs user choice on ambiguous entries in interactive mode; Phase 4 (Cleanup) needs consent before renaming originals.
Parse $ARGUMENTS for the literal token mode:autofix. If present, strip it from the arguments — the remainder is the scope hint (a legacy filename like pitfalls.md to narrow the run, or empty to migrate all).
RAW_ARGS="$ARGUMENTS"
MODE="interactive"
if [[ "$RAW_ARGS" == *"mode:autofix"* ]]; then
MODE="autofix"
# Strip token, collapse whitespace, trim.
SCOPE_HINT=$(printf "%s" "$RAW_ARGS" | sed 's/mode:autofix//' | tr -s ' ' | sed 's/^ //;s/ $//')
else
SCOPE_HINT="$RAW_ARGS"
fi| Mode | When | Behavior |
|---|---|---|
| Interactive (default) | User is at the terminal | Ask via plain-text numbered prompt when an entry's content suggests overriding the mechanical default; confirm Phase 4 cleanup; show triage summary before writes |
Autofix (mode:autofix in arguments) | Autonomous or batch usage | No user questions. Apply mechanical defaults for every entry. Override only when the agent has high-confidence evidence from the entry body. Mark genuinely ambiguous entries as needs-review in the report. Default-decline Phase 4 cleanup. Print full report |
(track, category) (e.g. an entry titled "race condition in worker pool" inside pitfalls.md clearly warrants bug/runtime-errors over the mechanical bug/build-errors).needs-review. Genuine "could be A or B" cases take the mechanical default and surface in the report so the user can re-classify later.In autofix mode, skip user questions entirely and apply the rules above.
In interactive mode, follow these principles:
Ask the user via plain text. Render the options below as a numbered list 1. … N., followed by a final option N+1. Other — type your own answer. Print the question, then the numbered list, then stop and wait for the user's next message before continuing. Parse the reply as: a bare number 1–N+1 → that option; the literal text of an option label → that option; free text after Other → custom answer.
plain-text numbered prompt. Never silently skip the question.The goal is automated migration with human oversight on judgment calls — not a question for every entry.
This skill runs almost entirely on the main thread. Phase 1's "one entry per prompt turn" rule means classification iterates serially in the orchestrator — there is no investigation step independent enough to dispatch in parallel. Cross-platform tool naming (Task on Claude Code, spawn_agent on Codex, platform-equivalent on Droid) is documented here only for the rare case where the agent needs to spawn a focused investigation subagent (e.g. resolving an ambiguous override by reading a referenced file): keep such dispatches read-only (Read / Grep / Glob), do not let subagents call flowctl memory add directly, and merge results back on the main thread before Phase 2.
MEMORY_LEGACY_FILES (pitfalls.md, conventions.md, decisions.md at .flow/memory/ root). Any other .md at the memory root is user data — leave it alone..flow/memory/{bug,knowledge}/<category>/*.md). Those are already migrated; re-running on them is a bug..flow/memory/_migrated/<filename>.bak for traceability — never rm. User can git rm later if they want.memory list-legacy. Phase 2 writes via existing flowctl memory add. Mechanical map is documented in phases.md so the agent doesn't need to call a flowctl helper for it.context: fork — plain-text numbered prompt must stay reachable..flow/memory/_migrated/<filename>.bak and skips with an "already migrated" log line.Execute the phases in workflow.md in order:
flowctl memory list-legacy --json, check _migrated/ for prior runs, apply scope hint, decide interaction path.(track, category), override only with body-driven evidence. Interactive: ask on ambiguity. Autofix: take mechanical default + log needs-review.flowctl memory add --track <t> --category <c> --title "..." --body-file <tmpfile> per classified entry. Slug uniqueness handled by existing helper..flow/memory/_migrated/<filename>.bak. Autofix: default-decline + surface as recommendation. On first cleanup, write .flow/memory/_migrated/.gitignore containing * (self-ignoring directory pattern). Legacy originals are renamed, never deleted — a run that removed a legacy file has broken this.The full report is the deliverable — print it as markdown to stdout. Do not summarize internally and emit a one-liner.
The report's exact shape lives in one place — workflow.md §3.2 (summary skeleton) and §3.3 (the autofix Applied / Recommended split). Render it from there; this file does not restate it.
What the report must carry either way: files processed, entries migrated, overrides, needs-review, plus per-entry detail (id, source filename, mechanical default, final classification, override rationale) and, for each needs-review entry, why the agent could not decide.
Done when: the full report reached stdout as markdown. A run that summarized internally and emitted a one-liner has broken this.
© gmickel, MIT. Rendered from Markdown: HTML in the file is shown as text, images as links, and headings moved down two levels. Raw file
SKILL.md and 4 other files (references) in plugins/flow-next/codex/skills/flow-next-memory-migrate of gmickel/flow-next.
Open the folder on GitHubat commit 09e291e
Flow Next Memory Migrate next to the 5 skills that share the most tags, products or categories with it. Stars are the repository's; “used in” counts other GitHub owners with a copy.
| Skill | Stars | Used in | Tokens | Auto-check | Licence | Repo updated |
|---|---|---|---|---|---|---|
| Flow Next Memory Migrate this skillgmickel/flow-next | 707 | — | ~2.5k | Automated safety check: Notes | MIT | |
| MCP Server Builderanthropics/skills | 180k | 64 repos | ~2.3k | Automated safety check: Pass | Apache-2.0 | |
| Hook Development for Claude Code Pluginsanthropics/claude-plugins-official | 38k | 11 repos | ~4.1k | Automated safety check: Notes | Apache-2.0 | |
| Using Superpowersfarm-fe/farm | 5.6k | 35 repos | ~1.4k | Automated safety check: Pass | MIT | |
| Executing Plans Inlineobra/superpowers | 296k | 2 repos | ~5.1k | Automated safety check: Pass | MIT | |
| Claude Code Agent Developmentanthropics/claude-plugins-official | 38k | 8 repos | ~2.8k | Automated safety check: Pass | Apache-2.0 |
anthropics/skills
Guides the design and implementation of Model Context Protocol servers in TypeScript or Python, from tool naming and error messages to evaluation.
anthropics/claude-plugins-official
Explains how to write Claude Code plugin hooks, both prompt-based checks and bash commands, for events such as PreToolUse, Stop and SessionStart.
farm-fe/farm
A skill your agent uses when starting any conversation - establishes how to find and use skills, requiring Skill tool invocation before ANY response including clarifying questions
obra/superpowers
Has the agent carry out an implementation plan itself, task by task in the current session, keeping a ledger, proving each step with a test and ending with one whole-branch review.
anthropics/claude-plugins-official
Explains how to write agents for Claude Code plugins: the markdown file with YAML frontmatter, trigger descriptions, model and color settings, and system prompt design.
Azure/azqr
Create new skills, modify and improve existing skills, and measure skill performance.
gmickel/flow-next
Resolve PR review feedback. An agent skill from gmickel/flow-next.
gmickel/flow-next
Resolve PR review feedback — fetch unresolved threads, triage, dispatch per-thread resolver agents, validate, commit, reply + resolve via GraphQL.
gmickel/flow-next
Manage .flow/ tasks and specs. An agent skill from gmickel/flow-next.
gmickel/flow-next
Audit .flow/memory/ entries against the current codebase and decide Keep / Update / Consolidate / Replace / Delete / Harden per entry.
gmickel/flow-next
Save the current conversation as a source-tagged flow-next spec, then offer review or editing.
gmickel/flow-next
Decision-map discovery for one oversized unclear idea before capture.
Categories
Migrate legacy flat .flow/memory files to the categorized YAML schema. Flow Next Memory Migrate is an agent skill from gmickel/flow-next.flow/memory files to the categorized YAML schema.
Flow Next Memory Migrate fits situations like: asked to migrate flow memory.
Run `npx skills add gmickel/flow-next --skill flow-next-memory-migrate -a claude-code`. Or copy the skill folder (plugins/flow-next/codex/skills/flow-next-memory-migrate in gmickel/flow-next) into .claude/skills/flow-next-memory-migrate in your project. Claude Code loads it when a task matches its description.
Run `npx skills add gmickel/flow-next --skill flow-next-memory-migrate -a codex`. Or copy the skill folder (plugins/flow-next/codex/skills/flow-next-memory-migrate in gmickel/flow-next) into .agents/skills/flow-next-memory-migrate in your project. Codex loads it when a task matches its description.
Cursor, Gemini CLI, GitHub Copilot and OpenCode also load SKILL.md folders. With the skills CLI, run `npx skills add gmickel/flow-next --skill flow-next-memory-migrate -a cursor` (or -a gemini-cli, github-copilot or opencode for the others). To copy it by hand, put the folder in .cursor/skills/flow-next-memory-migrate, .gemini/skills/flow-next-memory-migrate, .github/skills/flow-next-memory-migrate and .opencode/skills/flow-next-memory-migrate in your project.
Going by SKILL.md and its folder, Flow Next Memory Migrate needs the command-line tools its instructions call (git). Our summary lists: Python 3. Its frontmatter pre-approves these tools: Read, Bash, Grep, Glob, Write, Edit, Task.
SKILL.md contains no URLs. Its commands use git, which can reach the network depending on how they are called. This is read from the text; nothing was executed.
Our automated static check of SKILL.md found notes only (pre-approves every shell command (allowed-tools: bash)), nothing it rates as a warning. It is not a guarantee. Review the folder before installing.
Flow Next Memory Migrate is published under the MIT licence (the repository's licence). It allows redistribution, so the full SKILL.md is shown on this page.
About 2.5k tokens (SKILL.md is roughly 10k characters). Agents keep only the skill's name and description in context until a task matches; then they load SKILL.md in full. Its references folder adds about 598 tokens, read only when the agent opens those files.
Skills that share tags, products or a category with Flow Next Memory Migrate: MCP Server Builder (anthropics/skills, 180k stars), Hook Development for Claude Code Plugins (anthropics/claude-plugins-official, 38k stars), Using Superpowers (farm-fe/farm, 5.6k stars) and Executing Plans Inline (obra/superpowers, 296k stars). The comparison table on this page puts their stars, adoption, token cost, safety result and licence side by side.
gmickel (a GitHub user) maintains it in gmickel/flow-next, which has 707 GitHub stars. The repository holds 43 skills in this directory. The repository was last updated on October 7, 2026.
Source: gmickel/flow-next on GitHub. Facts on this page come from the repository at the commit we read; the author's words are quoted as theirs.