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.
Generate ranked candidate ideas grounded in the repo. An agent skill from gmickel/flow-next.
$ npx skills add gmickel/flow-next --skill flow-next-prospect -a claude-codeProject install by default; add -g for ~/.claude/skills/.
$ gh skill install gmickel/flow-next flow-next-prospect --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-prospect .claude/skills/flow-next-prospect && 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-prospect" agent skill from https://github.com/gmickel/flow-next/tree/main/plugins/flow-next/codex/skills/flow-next-prospect into .claude/skills/flow-next-prospect/ in this project. Copy the whole folder (SKILL.md and every file beside it), keep the folder name "flow-next-prospect", 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-prospectType 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-prospect -a codexProject install goes to .agents/skills/; add -g for ~/.codex/skills/.
$ gh skill install gmickel/flow-next flow-next-prospect --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-prospect .agents/skills/flow-next-prospect && 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-prospect" agent skill from https://github.com/gmickel/flow-next/tree/main/plugins/flow-next/codex/skills/flow-next-prospect into .agents/skills/flow-next-prospect/ in this project. Copy the whole folder (SKILL.md and every file beside it), keep the folder name "flow-next-prospect", 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-prospect -a cursorProject install goes to .agents/skills/; add -g for ~/.cursor/skills/.
$ gh skill install gmickel/flow-next flow-next-prospect --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-prospect .cursor/skills/flow-next-prospect && 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-prospect" agent skill from https://github.com/gmickel/flow-next/tree/main/plugins/flow-next/codex/skills/flow-next-prospect into .cursor/skills/flow-next-prospect/ in this project. Copy the whole folder (SKILL.md and every file beside it), keep the folder name "flow-next-prospect", 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-prospect--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-prospect -a gemini-cliProject install goes to .agents/skills/; add -g for ~/.gemini/skills/.
$ gh skill install gmickel/flow-next flow-next-prospect --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-prospect .gemini/skills/flow-next-prospect && 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-prospect" agent skill from https://github.com/gmickel/flow-next/tree/main/plugins/flow-next/codex/skills/flow-next-prospect into .gemini/skills/flow-next-prospect/ in this project. Copy the whole folder (SKILL.md and every file beside it), keep the folder name "flow-next-prospect", 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-prospectInstalls 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-prospect -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-prospect .github/skills/flow-next-prospect && 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-prospect" agent skill from https://github.com/gmickel/flow-next/tree/main/plugins/flow-next/codex/skills/flow-next-prospect into .github/skills/flow-next-prospect/ in this project. Copy the whole folder (SKILL.md and every file beside it), keep the folder name "flow-next-prospect", 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-prospect -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-prospect --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-prospect .opencode/skills/flow-next-prospect && 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-prospect" agent skill from https://github.com/gmickel/flow-next/tree/main/plugins/flow-next/codex/skills/flow-next-prospect into .opencode/skills/flow-next-prospect/ in this project. Copy the whole folder (SKILL.md and every file beside it), keep the folder name "flow-next-prospect", 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-prospectGenerate ranked candidate ideas grounded in the repo. An agent skill from gmickel/flow-next.
Flow Next Prospect is an agent skill from gmickel/flow-next. Generate ranked candidate ideas grounded in the repo. Use when asked what to build next.
Its SKILL.md is about 1.6k tokens, which your agent loads only when the skill is triggered. The skill folder holds 7 other files, including reference files (for example `agents/openai.yaml`, `personas.md` and `references/failure-branches.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.
7 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.
No scripts in the folder and no shell commands in SKILL.md (its code samples are bash).
From the folder's file list and the shell code blocks in SKILL.md.
No URLs in SKILL.md.
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 Prospect loads about 1.6k tokens when it runs, and up to ~3.8k if it reads all its reference files. Until then it costs about 27 tokens; SKILL.md has 700 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). 700 words, ~1,607 tokens.
.claude/skills/flow-next-prospect/SKILL.md (or your agent's skills folder). This skill also uses 5 other files; get the full folder from GitHub.Read workflow.md for full phase-by-phase execution.
Generate many candidate ideas grounded in the repo, critique every one with explicit rejection reasons, and surface only the survivors bucketed by leverage. Output is a ranked artifact under .flow/prospects/<slug>-<date>.md that feeds promote / capture / chart / interview - never a fixed conveyor.
Prospect is plural ("what should we do?"). Chart is singular ("how do we get this one idea to something specifiable?"). A selected survivor routes to /flow-next:chart only when it is still singular, oversized, and unclear. Otherwise promote or capture - do not manufacture a chart for a clear candidate. Unsure of the next hop: /flow-next:flow --explain.
Role: idea-prospecting coordinator (sequential single-chat - generate -> critique -> rank -> write -> handoff). Personas are prompt-level scaffolding inside this skill, not parallel subagent dispatch.
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) — keeps plain-text numbered prompt available throughout. Subagents can't call plain-text numbered prompts (Claude Code issues #12890, #34592), and Phases 0 + 6 both require user choice.
Arguments: $ARGUMENTS
Format: [focus hint] — freeform single string. Optional. May be:
DX improvements, review-skill polish, test-suite healthsrc/billing/ (ideate inside a subtree)quick wins under 200 LOC, minor-bump only, no new depstop 3 (exactly 3 survivors), 50 ideas (generate ≥50), raise the bar (60-70% rejection target)If empty, the skill picks its own coverage targets (15-25 candidates → 5-8 survivors).
/flow-next:prospect is exploratory and human-in-the-loop. Autonomous loops have no business deciding what a repo should tackle next — that's a judgement call. Hard-error with exit 2 when running autonomously.
if [[ "${FLOW_AUTONOMOUS:-}" == "1" || "${AUTONOMOUS:-}" == "1" \
|| " ${ARGUMENTS:-} " == *" mode:autonomous "* ]]; then
echo "Error: /flow-next:prospect requires a user at the terminal; not compatible with autonomous mode." >&2
exit 2
fiNo env-var opt-in. Autonomous runs never decide direction.
Execute the phases in workflow.md in order:
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.
name / target_problem / approach / tracks / last_updated from flowctl strategy read --json when sections_filled >= 1; husk-vs-presence gate uses sections_filled, NOT [[ -f STRATEGY.md ]]). Emit a structured 30-50 line snapshot — titles + tags only, never raw bodies.senior-maintainer / first-time-user / adversarial-reviewer, picked by focus hint per personas.md). One divergent prompt; no self-judging.raise the bar); fixed taxonomy (duplicates-open-epic | out-of-scope | out-of-scope-vs-strategy | insufficient-signal | too-large | backward-incompat | other); out-of-scope-vs-strategy is advisory only (to pursue a rejected idea anyway, capture it with /flow-next:capture); floor violation surfaces plain-text numbered prompt with frozen options regenerate | loosen-floor | ship-anyway.Small-diff lever because X; impact lands on Y.); no numeric scores..flow/prospects/<slug>-<date>.md via flowctl prospect write --from-json. Same-day collisions suffix with -2, -3. Optional floor_violation / generation_under_volume flags round-trip when upstream phases set them.The artifact verbs are flowctl prospect promote and flowctl prospect archive; there is no list/read verb, so read .flow/prospects/*.md directly.
context: fork — plain-text numbered prompts must stay reachable..flow/specs/ directly — only flowctl prospect promote may do that.prospect archive subcommand moves files.© 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 5 other files (references) in plugins/flow-next/codex/skills/flow-next-prospect of gmickel/flow-next.
Open the folder on GitHubat commit 09e291e
Flow Next Prospect 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 Prospect this skillgmickel/flow-next | 709 | — | ~1.6k | Automated safety check: Notes | MIT | |
| MCP Server Builderanthropics/skills | 180k | 63 repos | ~2.3k | Automated safety check: Pass | Apache-2.0 | |
| Hook Development for Claude Code Pluginsanthropics/claude-plugins-official | 38k | 10 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 | 297k | 2 repos | ~5.1k | Automated safety check: Pass | MIT | |
| Skill CreatorAzure/azqr | 795 | 89 repos | ~8.2k | 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.
Azure/azqr
Create new skills, modify and improve existing skills, and measure skill performance.
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.
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
Generate ranked candidate ideas grounded in the repo. An agent skill from gmickel/flow-next. Flow Next Prospect is an agent skill from gmickel/flow-next. Generate ranked candidate ideas grounded in the repo.
Flow Next Prospect fits situations like: asked what to build next.
Run `npx skills add gmickel/flow-next --skill flow-next-prospect -a claude-code`. Or copy the skill folder (plugins/flow-next/codex/skills/flow-next-prospect in gmickel/flow-next) into .claude/skills/flow-next-prospect in your project. Claude Code loads it when a task matches its description.
Run `npx skills add gmickel/flow-next --skill flow-next-prospect -a codex`. Or copy the skill folder (plugins/flow-next/codex/skills/flow-next-prospect in gmickel/flow-next) into .agents/skills/flow-next-prospect 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-prospect -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-prospect, .gemini/skills/flow-next-prospect, .github/skills/flow-next-prospect and .opencode/skills/flow-next-prospect in your project.
SKILL.md names no scripts, command-line tools or credentials: Flow Next Prospect is instructions for the agent only. Its frontmatter pre-approves these tools: Read, Bash, Grep, Glob, Write, Edit, Task.
SKILL.md contains no URLs. Any network use would come from the scripts or tools the agent runs. 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 Prospect is published under the MIT licence (the repository's licence). It allows redistribution, so the full SKILL.md is shown on this page.
About 1.6k tokens (SKILL.md is roughly 6.4k 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 2.2k tokens, read only when the agent opens those files.
Skills that share tags, products or a category with Flow Next Prospect: 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, 297k 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 709 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.