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.
Deliver a pre-flight duplicate check before creating new skills or agents.
$ npx skills add flonat/flonat-research --skill skill-preflight -a claude-codeProject install by default; add -g for ~/.claude/skills/.
$ gh skill install flonat/flonat-research skill-preflight --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/flonat/flonat-research.git skills-src && mkdir -p .claude/skills && cp -r skills-src/skills/skill-preflight .claude/skills/skill-preflight && 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 "skill-preflight" agent skill from https://github.com/flonat/flonat-research/tree/main/skills/skill-preflight into .claude/skills/skill-preflight/ in this project. Copy the whole folder (SKILL.md and every file beside it), keep the folder name "skill-preflight", 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/flonat/flonat-research/tree/main/skills/skill-preflightType 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 flonat/flonat-research --skill skill-preflight -a codexProject install goes to .agents/skills/; add -g for ~/.codex/skills/.
$ gh skill install flonat/flonat-research skill-preflight --agent codexProject scope by default (.agents/skills/); add --scope user for a personal install.
$ git clone --depth 1 https://github.com/flonat/flonat-research.git skills-src && mkdir -p .agents/skills && cp -r skills-src/skills/skill-preflight .agents/skills/skill-preflight && rm -rf skills-srcUse ~/.agents/skills/ instead of .agents/skills for a personal install.
Codex skills documentation · loads skills from .agents/skills/
Install the "skill-preflight" agent skill from https://github.com/flonat/flonat-research/tree/main/skills/skill-preflight into .agents/skills/skill-preflight/ in this project. Copy the whole folder (SKILL.md and every file beside it), keep the folder name "skill-preflight", 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 flonat/flonat-research --skill skill-preflight -a cursorProject install goes to .agents/skills/; add -g for ~/.cursor/skills/.
$ gh skill install flonat/flonat-research skill-preflight --agent cursorProject scope by default (.agents/skills/); add --scope user for a personal install.
$ git clone --depth 1 https://github.com/flonat/flonat-research.git skills-src && mkdir -p .cursor/skills && cp -r skills-src/skills/skill-preflight .cursor/skills/skill-preflight && 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 "skill-preflight" agent skill from https://github.com/flonat/flonat-research/tree/main/skills/skill-preflight into .cursor/skills/skill-preflight/ in this project. Copy the whole folder (SKILL.md and every file beside it), keep the folder name "skill-preflight", 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/flonat/flonat-research.git --path skills/skill-preflight--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 flonat/flonat-research --skill skill-preflight -a gemini-cliProject install goes to .agents/skills/; add -g for ~/.gemini/skills/.
$ gh skill install flonat/flonat-research skill-preflight --agent gemini-cliProject scope by default (.agents/skills/); add --scope user for a personal install.
$ git clone --depth 1 https://github.com/flonat/flonat-research.git skills-src && mkdir -p .gemini/skills && cp -r skills-src/skills/skill-preflight .gemini/skills/skill-preflight && 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 "skill-preflight" agent skill from https://github.com/flonat/flonat-research/tree/main/skills/skill-preflight into .gemini/skills/skill-preflight/ in this project. Copy the whole folder (SKILL.md and every file beside it), keep the folder name "skill-preflight", 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 flonat/flonat-research skill-preflightInstalls 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 flonat/flonat-research --skill skill-preflight -a github-copilotProject install goes to .agents/skills/; add -g for ~/.copilot/skills/.
$ git clone --depth 1 https://github.com/flonat/flonat-research.git skills-src && mkdir -p .github/skills && cp -r skills-src/skills/skill-preflight .github/skills/skill-preflight && 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 "skill-preflight" agent skill from https://github.com/flonat/flonat-research/tree/main/skills/skill-preflight into .github/skills/skill-preflight/ in this project. Copy the whole folder (SKILL.md and every file beside it), keep the folder name "skill-preflight", 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 flonat/flonat-research --skill skill-preflight -a opencodeOpenCode documents no install command of its own. Project install goes to .agents/skills/; add -g for ~/.config/opencode/skills/.
$ gh skill install flonat/flonat-research skill-preflight --agent opencodeProject scope by default (.agents/skills/); add --scope user for a personal install.
$ git clone --depth 1 https://github.com/flonat/flonat-research.git skills-src && mkdir -p .opencode/skills && cp -r skills-src/skills/skill-preflight .opencode/skills/skill-preflight && 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 "skill-preflight" agent skill from https://github.com/flonat/flonat-research/tree/main/skills/skill-preflight into .opencode/skills/skill-preflight/ in this project. Copy the whole folder (SKILL.md and every file beside it), keep the folder name "skill-preflight", 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.
skill-preflightDeliver a pre-flight duplicate check before creating new skills or agents.
Skill Preflight is an agent skill from flonat/flonat-research. Deliver a pre-flight duplicate check before creating new skills or agents. Use when the user requests a pre-flight duplicate check before creating new skills or agents.
Its SKILL.md is about 2.1k tokens, which your agent loads only when the skill is triggered. It is a single SKILL.md file with no bundled scripts.
It sits in Agent Workflows. The repository describes itself as: Shareable Claude Code + Codex infrastructure for PhD researchers — skills, agents, hooks, and rules for academic workflows. The licence is MIT.
5 steps, taken from the step headings in SKILL.md.
Read from SKILL.md and the folder at commit da27600. 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:
ReadGlobGrepAskUserQuestionFrom allowed-tools in the SKILL.md frontmatter.
No scripts in the folder and no shell commands in SKILL.md.
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.
Skill Preflight loads about 2.1k tokens when it runs. Until then it costs about 46 tokens; SKILL.md has 825 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 found no risky patterns in SKILL.md.
Automated 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 flonat/flonat-research at commit da27600, republished under its MIT licence (© flonat). 825 words, ~2,147 tokens.
.claude/skills/skill-preflight/SKILL.md (or your agent's skills folder).Prevent duplicate functionality by analysing existing skills, agents, and rules before creating new ones. Intercepts creation intent, searches for overlap, and recommends one of 5 actions.
Invoke before creating ANY new:
skills/*/SKILL.md).claude/agents/*.md)rules/*.md)Trigger phrases:
Rules need this most, not least. A duplicate skill is visible — it shows up
in the catalogue and the slash menu. A duplicate rule is invisible: both copies
load silently as system instructions, and the first sign of trouble is two
subtly different versions of the same policy competing. Rules are also
break-the-glass infrastructure, so an unnecessary one is a standing cost on
every session. Check for an existing rule to amend before writing a new one
— amendment is the usual correct outcome for rules, where PROCEED is the usual
outcome for skills.
Extract from the request:
Run these searches in parallel:
skills/shared/skill-index.md — scan the categorised table for potential duplicates by name and purposeGrep for each keyword across:
- skills/*/SKILL.md (frontmatter + body)
- .claude/agents/*.md (frontmatter + body)
- rules/*.md (frontmatter + body)Glob: .claude/agents/*.md
Read first 20 lines of each matchGlob: rules/*.md
Read the frontmatter + "## Principle" section of each candidateA rule's filename often understates its reach: the policy you want may live
inside a broader rule under a different name. Check docs/components/rules.md
for the full table, and read the Principle rather than matching on the title —
bibliography-routing.md owns paper-lookup routing, which its name does not
advertise. Also check the paths: frontmatter: a rule that exists but is
path-scoped away from where you need it is a scoping fix, not a new rule.
For each potentially related artifact, assess:
| Criterion | Question |
|---|---|
| Functional overlap | Does it do the same thing? (0-100%) |
| Naming confusion | Could names be confused? |
| Extension potential | Could the proposal extend this instead? |
| Composition | Could existing artifacts compose to achieve this? |
Based on analysis, recommend ONE of:
| Recommendation | Criteria | Action |
|---|---|---|
| PROCEED | <20% overlap, genuinely new capability | Create new artifact |
| EXTEND | 50%+ overlap with single existing artifact | Modify existing instead |
| COMPOSE | Multiple artifacts cover 80%+ combined | Create thin wrapper or document workflow |
| ITERATE | 20-50% overlap, proposal needs refinement | Refine proposal to differentiate |
| BLOCK | Would create problematic duplication | Do not create |
Display the analysis and wait for explicit user approval before proceeding.
════════════════════════════════════════════════════════════════
CREATION GUARD ANALYSIS
════════════════════════════════════════════════════════════════
PROPOSAL:
Type: [skill|agent]
Name: [proposed-name]
Purpose: [one sentence]
EXISTING ARTIFACTS ANALYSED: [count]
RELATED ARTIFACTS FOUND:
1. [artifact-name] ([type])
Purpose: [what it does]
Overlap: [X]% - [explanation]
2. [artifact-name] ([type])
Purpose: [what it does]
Overlap: [X]% - [explanation]
RECOMMENDATION: [PROCEED|EXTEND|COMPOSE|ITERATE|BLOCK]
RATIONALE:
[2-3 sentences explaining the recommendation]
SUGGESTED ACTION:
[Specific next step based on recommendation]
════════════════════════════════════════════════════════════════Present extension proposal:
Instead of creating [new-name], extend [existing-name]:
Current capabilities:
- [existing feature 1]
- [existing feature 2]
Proposed additions:
- [new feature 1]
- [new feature 2]Present composition approach:
The proposed functionality can be achieved by combining:
1. [artifact-1] — handles [aspect]
2. [artifact-2] — handles [aspect]
Options:
A) Document this workflow (no new code)
B) Create thin orchestration skill
C) Add to existing skill's integration sectionPresent refinement questions:
Overlap detected with [existing-artifact].
Differentiation needed:
1. [question about scope]
2. [question about use case]
3. [question about implementation]
Please clarify to proceed.Explain why creation should not proceed:
BLOCKED: Would create problematic duplication.
Existing artifact: [name]
- Already does: [capabilities]
- Your request: [same capabilities]
Alternatives:
1. Use existing: /[skill-name]
2. If missing features, extend the existing artifact
3. If different use case, explain how this differsWhen overlap IS found, use this table to decide the specific action:
| Situation | Action |
|---|---|
| Nothing related found | Create new artifact |
| Same trigger + same fix as existing | Update existing (bump version, improve docs) |
| Same trigger, different root cause | Create new + add cross-links in both |
| Partial overlap (same domain, different trigger) | Add variant subsection to existing |
| Same domain, different problem | Create new + add "See also" references |
| Existing is stale or wrong | Mark deprecated + create replacement |
This complements the PROCEED/EXTEND/COMPOSE/ITERATE/BLOCK recommendation above. The recommendation decides whether to create; this table decides how to handle the relationship with existing artifacts.
Before creating ANY new artifact, ask:
When creating a new skill, always name the definition file SKILL.md (uppercase). Never skill.md, Skill.md, or any other casing.
SKILL.md explicitlysystem-audit use find -name 'SKILL.md'Check before writing: If the target directory already contains a skill.md (lowercase), rename it to SKILL.md first.
| Anti-Pattern | Problem | Instead |
|---|---|---|
| Skip the check | "It's obviously new" — famous last words | Always run the analysis |
| Name-only matching | Names differ but functions overlap | Search by purpose and keywords |
| Create then merge | Merge debt accumulates fast | Check first, create once |
| Over-splitting | Two skills that always run together | Consider a single skill with phases |
Lowercase skill.md | Invisible to MCP server, audit tools, and case-sensitive systems | Always use SKILL.md (uppercase) |
This skill is invoked by skill-extract in Phase 2 to replace the old subset/partial/no-overlap check. When called from skill-extract, return the recommendation label (PROCEED/EXTEND/COMPOSE/ITERATE/BLOCK) so skill-extract can branch accordingly.
© flonat, MIT. Rendered from Markdown: HTML in the file is shown as text, images as links, and headings moved down two levels. Raw file
Just SKILL.md in skills/skill-preflight of flonat/flonat-research.
Open the folder on GitHubat commit da27600
Skill Preflight 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 |
|---|---|---|---|---|---|---|
| Skill Preflight this skillflonat/flonat-research | 145 | — | ~2.1k | Automated safety check: Pass | 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.
flonat/flonat-research
Create a large-format academic poster in LaTeX using beamerposter, tikzposter, or baposter.
flonat/flonat-research
Create, revise, and evaluate reusable AI workflow skills, including trigger-quality tests.
flonat/flonat-research
Create, read, edit, or convert Microsoft Word documents while preserving professional document structure.
flonat/flonat-research
Read, create, combine, split, rotate, OCR, watermark, secure, or extract content from PDF files.
flonat/flonat-research
Create or migrate project-level agents, repeatable project workflows, and planning state from one client-neutral contract, then render repository-scoped adapters for both Claude Code and Codex.
flonat/flonat-research
Deliver a fast pre-commit safety scan: file size, anonymity (author / affiliation strings in tex/bib), hardcoded secrets, and invisible-Unicode carriers.
Categories
Deliver a pre-flight duplicate check before creating new skills or agents. Skill Preflight is an agent skill from flonat/flonat-research. Deliver a pre-flight duplicate check before creating new skills or agents.
Skill Preflight fits situations like: the user requests a pre-flight duplicate check before creating new skills.
Run `npx skills add flonat/flonat-research --skill skill-preflight -a claude-code`. Or copy the skill folder (skills/skill-preflight in flonat/flonat-research) into .claude/skills/skill-preflight in your project. Claude Code loads it when a task matches its description.
Run `npx skills add flonat/flonat-research --skill skill-preflight -a codex`. Or copy the skill folder (skills/skill-preflight in flonat/flonat-research) into .agents/skills/skill-preflight 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 flonat/flonat-research --skill skill-preflight -a cursor` (or -a gemini-cli, github-copilot or opencode for the others). To copy it by hand, put the folder in .cursor/skills/skill-preflight, .gemini/skills/skill-preflight, .github/skills/skill-preflight and .opencode/skills/skill-preflight in your project.
SKILL.md names no scripts, command-line tools or credentials: Skill Preflight is instructions for the agent only. Our summary lists: Docker. Its frontmatter pre-approves these tools: Read, Glob, Grep, AskUserQuestion.
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 no risky patterns, such as piping downloads into a shell, reading credential files or hidden Unicode. It is not a guarantee. Review the folder before installing.
Skill Preflight is published under the MIT licence (the repository's licence). It allows redistribution, so the full SKILL.md is shown on this page.
About 2.1k tokens (SKILL.md is roughly 8.6k characters). Agents keep only the skill's name and description in context until a task matches; then they load SKILL.md in full.
Skills that share tags, products or a category with Skill Preflight: 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.
flonat (a GitHub user) maintains it in flonat/flonat-research, which has 145 GitHub stars. The repository holds 83 skills in this directory. The repository was last updated on September 29, 2026.
Source: flonat/flonat-research on GitHub. Facts on this page come from the repository at the commit we read; the author's words are quoted as theirs.