Find Relevant Skill logo

Find Relevant Skill

Organization
pnp
find-relevant-skill

Check this SharePoint site's local skills before handling a request when no obvious local skill exists; ask every time before searching the PnP SharePoint Skills repo, assess risks in found skills, then recommend using, installing, adapting, or proceeding without one. Use when the user says: - "Do we have a skill for this?" - "Check site skills first" - "Find a relevant skill" - "Is there a local skill for this?" - When a recurring or site-specific task comes up and no loaded or local skill obviously covers it

Overview

Publisherpnp
Repositorysharepoint-skills
Skill namefind-relevant-skill
Stars
141
Forks
60
Bundled files
Instructions only
LicenseMIT
Links
  • Markdown instructions

    A SKILL.md file the model loads on demand, so it only costs tokens when a request actually matches.

  • Works with any LLM

    AI skills are plain Markdown, not provider-specific code, so this works with GPT, Claude, Gemini, Grok, or a local model.

  • Self-contained

    Everything the model needs lives in the instructions — no extra files to sync.

  • Open source

    Published by pnp on GitHub. Read the source before you install it.

Installation

Install the Find Relevant Skill AI skill in TypingMind to use it with any LLM, or drop it into another agent that reads SKILL.md.

1

Install in TypingMind

TypingMind installs a skill straight from its GitHub folder — it reads SKILL.md, bundles the resource files, and stores the result locally.

  1. Open the app and go to Plugins → Skills.
  2. Choose "Install from GitHub".
  3. Paste the skill folder URL below and confirm.
    https://github.com/pnp/sharepoint-skills/tree/main/Skills/find-relevant-skill/find-relevant-skill
  4. Enable the skill in any chat where you want it available.
Plugins → Skills → Add skill → From GitHub URL, then paste the folder URL and press Continue.
2

Install in another agent

Any agent that reads the Agent Skills format can use this skill — copy the folder into that agent's skills directory.

Claude Code — .claude/skills
git clone --depth 1 https://github.com/pnp/sharepoint-skills.git /tmp/sharepoint-skills
mkdir -p .claude/skills
cp -r /tmp/sharepoint-skills/Skills/find-relevant-skill/find-relevant-skill .claude/skills/find-relevant-skill
Restart Claude Code after copying so it picks up the new skill.

Use it in TypingMind

Enable Find Relevant Skill in any TypingMind chat and the model takes it from there. Its name and description sit in the system prompt, and the moment a request matches, the model loads the full instructions itself — you never invoke it by hand, and it costs no tokens until it is actually used.

The model loads Find Relevant Skill on its own as soon as a request matches it.

Works with any AI model

AI skills are plain Markdown instructions rather than provider-specific code, so Find Relevant Skill is not tied to the model it was written for. Install it once in TypingMind and use it with GPT-5, Claude, Gemini, Grok, DeepSeek, Mistral, Llama, or a local model you run yourself — all on your own API keys.

  • Loaded only when it is needed

    The system prompt carries just the name and description. The instructions are fetched on the first matching request, so an idle skill costs nothing.

  • Switch models mid-chat

    Because the skill is instructions rather than code, changing model does not break it — the next model reads the same SKILL.md.

Skill instructions

This is the SKILL.md content the model loads. Read it before installing — a skill is instructions your model will follow.

find-relevant-skill

When to use

Use this skill when the user asks whether this site has a skill for a task, or when the agent is about to handle a recurring or site-specific procedure and no loaded or listed local skill obviously covers it. Don't use it for one-off questions or small talk that don't call for a reusable procedure — the check adds a step that only pays off when a skill could plausibly exist.

This skill helps avoid missing reusable site-specific procedures before doing work directly.

Inputs

Use or infer:

  • The user's current task or request
  • The current site context
  • Any skills already listed in the conversation context
  • Site skills stored wherever this site keeps its local skill library (commonly AgentAssets/Skills, but confirm the actual location for this site rather than assuming), when available
  • Optional external reference: PnP SharePoint Skills repo at https://github.com/pnp/sharepoint-skills/tree/main/Skills

Steps

  1. Restate the task in one short phrase.

  2. Check known skills first.

    • Review loaded skills and site skills already present in context.
    • If a clearly relevant skill exists, activate it (however this environment loads a skill) and follow it.
  3. If no known local skill clearly applies, inspect this site's skills.

    • Look for skill folders or SKILL.md files in this site's local skill library.
    • Read candidate skill descriptions or SKILL.md files as needed.
    • Don't guess skill names or claim a skill exists without finding it.
  4. If no local skill matches, ask before checking the PnP SharePoint Skills repo.

    • Use the repo as a known external source for possible reusable skill patterns: https://github.com/pnp/sharepoint-skills/tree/main/Skills.
    • Always ask the user before searching or accessing the PnP repo, even if they previously approved web search in another turn.
    • Ask exactly: "Want me to search the PnP SharePoint Skills repo for a matching skill?"
    • Do not search or access the public web unless the user explicitly confirms for this specific check.
    • If the user confirms, search the web for the task plus the repo URL.
    • Don't claim an external skill exists unless it was found through an allowed web search or already provided in conversation.
  5. Evaluate PnP repo results in this order.

    • Direct match: a PnP skill clearly solves the user's task. Recommend creating a local site version before using it.
    • Supporting match: no direct PnP skill solves the task, but one or more skills provide useful capabilities, safety rules, formats, patterns, or reusable guidance. Recommend installing those supporting skills locally when they'll be reused.
    • Reference pattern: no supporting skill should be installed, but a PnP skill contains a useful pattern. Apply the relevant pattern while creating a new local skill or proceeding with tools.
    • No match: nothing useful was found. Recommend creating a new skill from scratch or proceeding directly.
  6. Check risks in any PnP skills or patterns before recommending installation or reuse.

    • Review the skill content, description, examples, and tool guidance when available.
    • Flag risks clearly for the user before creating or installing anything.
    • Look for these risk types:
      • Over-broad triggers that may fire on unrelated requests.
      • Instructions that bypass local site checks or ignore site context.
      • Instructions that encourage public web access without explicit user confirmation.
      • Tool names that don't exist in this environment or look mismatched.
      • Destructive or high-impact actions without confirmation, such as delete, overwrite, permissions changes, approvals, bulk edits, sharing, or publishing.
      • Guidance that could fabricate SharePoint IDs, URLs, paths, fields, list names, or file names.
      • Large or vague instructions that may inflate token usage or reduce reliability.
      • Duplicate or overlapping intent with existing local skills.
      • Unsafe HTML, external scripts, external CSS, remote images, or content that may not render under SharePoint CSP.
      • Missing output format, verification steps, or error handling.
    • Classify risk as Low, Medium, or High.
    • If risk is High, recommend adapting only the safe parts or not installing the skill.
    • If risk is Medium, recommend installing only after tightening triggers, adding confirmations, or removing risky instructions.
    • If risk is Low, mention any minor caveats and proceed with the recommendation.
  7. Avoid reinventing the wheel.

    • Prefer installing/adapting relevant supporting skills from PnP over writing all guidance from scratch.
    • If creating a new local skill from scratch, include any relevant PnP-derived patterns in the instructions and cite them in the recommendation summary.
    • If multiple PnP skills are useful, separate them as: direct skill, supporting skill, and reference pattern.
    • Don't install broad or unrelated skills just because they sound similar.
  8. Decide the best path.

    • If a relevant local skill exists, recommend it and activate it.
    • If a nearby local skill exists but doesn't fully cover the task, say what it covers and what's missing.
    • If a direct PnP skill exists, recommend creating a local site skill from it.
    • If supporting PnP skills exist, recommend installing/adapting them locally before creating the task-specific skill.
    • If only reference patterns exist, recommend applying those patterns to the new skill or direct work.
    • If risks are identified, include the risk rating and mitigation in the recommendation.
    • If no relevant skill or pattern exists, recommend creating a new skill from scratch or proceeding directly with tools.
  9. If the user wants a new, supporting, or imported skill, create or adapt it directly.

    • If this site has its own dedicated skill-creation process already loaded or listed, use that; otherwise build the skill yourself following this site's normal skill format (frontmatter with name and description, then instructions).
    • Confirm purpose, triggers, output format, and verifiability before creating it.
    • If adapting a PnP skill, generalize it for this site and preserve only the relevant safe instructions.
    • If installing a supporting skill, keep its scope reusable and don't overfit it to the current task.
    • Remove or rewrite risky instructions before saving locally.
  10. If tool checks fail or return empty, say so plainly.

  • Don't invent site skills, paths, tool results, PnP skill names, repository contents, or risk findings.

Output format

markdown
## Skill check
- Task: <short task summary>
- Local match: <skill name | no matching local skill found | partial match>
- PnP repo: <not checked | checked: direct match | checked: supporting skills found | checked: reference patterns found | checked: no match found | needs user confirmation>
- Recommendation: <load/use local skill | create local skill from PnP | install supporting skills | apply reference patterns | create new skill | proceed directly>
- Supporting skills: <skill names or none>
- Reference patterns: <skill names/patterns or none>
- Risks: <none found | Low | Medium | High - brief reason>
- Mitigation: <none | tighten triggers | remove risky instructions | require confirmation | adapt safe parts only | don't install>
- Notes: <brief reason>

If a skill is loaded, add:

markdown
Loaded `<skill-name>` and I'll use it for this request.

If PnP repo confirmation is needed, ask:

markdown
Want me to search the PnP SharePoint Skills repo for a matching skill?

Examples

User asks: "Do we have a skill for styling this list?"

Output:

markdown
## Skill check
- Task: Style a SharePoint list
- Local match: list-formatting
- PnP repo: not checked
- Recommendation: Load and use local skill
- Supporting skills: none
- Reference patterns: none
- Risks: none found
- Mitigation: none
- Notes: It covers list/library formatting, status indicators, progress bars, and dashboards.

User asks: "Can you help me build a release readiness checklist?"

If no local matching skill is found:

markdown
## Skill check
- Task: Build a release readiness checklist
- Local match: no matching local skill found
- PnP repo: needs user confirmation
- Recommendation: Check PnP repo or proceed directly
- Supporting skills: unknown until checked
- Reference patterns: unknown until checked
- Risks: unknown until checked
- Mitigation: unknown until checked
- Notes: I didn't find a local reusable procedure for this task.

Want me to search the PnP SharePoint Skills repo for a matching skill?

PnP repo has no direct skill but has useful patterns

markdown
## Skill check
- Task: Create a live HTML list report
- Local match: no matching local skill found
- PnP repo: checked: supporting skills found
- Recommendation: Install supporting skills and create a task-specific skill
- Supporting skills: sharepoint-safe-html, exec-report
- Reference patterns: safe HTML rendering, dashboard layout, KPI cards
- Risks: Medium - HTML guidance may include unsafe external assets or broad report-generation triggers
- Mitigation: adapt safe HTML-only patterns, remove external resources, and tighten triggers before saving locally
- Notes: No single PnP skill fully solves the task, but these skills avoid reinventing report and safe HTML guidance.

PnP skill has high-risk behavior

markdown
## Skill check
- Task: Automate bulk permission changes
- Local match: no matching local skill found
- PnP repo: checked: reference patterns found
- Recommendation: Apply reference patterns only
- Supporting skills: none
- Reference patterns: confirmation checklist, dry-run summary
- Risks: High - found guidance touches permissions and bulk changes without enough confirmation steps
- Mitigation: don't install as-is; adapt only the confirmation and audit pattern
- Notes: High-impact SharePoint changes need explicit confirmation and verifiable targets.

Frequently asked questions

What does the Find Relevant Skill AI skill do?

Check this SharePoint site's local skills before handling a request when no obvious local skill exists; ask every time before searching the PnP SharePoint Skills repo, assess risks in found skills, then recommend using, installing, adapting, or proceeding without one. Use when the user says: - "Do we have a skill for this?" - "Check site skills first" - "Find a relevant skill" - "Is there a local skill for this?" - When a recurring or site-specific task comes up and no loaded or local skill obviously covers it

Why use Find Relevant Skill on TypingMind?

Because you install it once and use it with any model. Find Relevant Skill is plain Markdown rather than provider-specific code, so the same skill runs on GPT-5, Claude, Gemini, Grok, or a local model — and you can switch model mid-chat without it breaking. TypingMind runs on your own API keys, so you pay providers directly instead of a per-seat subscription, and your skills and chats stay in your own storage.

How do I install Find Relevant Skill in TypingMind?

Open Plugins → Skills → Install from GitHub in TypingMind and paste https://github.com/pnp/sharepoint-skills/tree/main/Skills/find-relevant-skill/find-relevant-skill. TypingMind reads its SKILL.md and installs it as a skill you can enable per chat.

Which AI models can use Find Relevant Skill?

Any model you connect in TypingMind. AI skills are plain Markdown instructions rather than provider-specific code, so GPT, Claude, Gemini, Grok, and local models can all load this skill when a request matches it.

How many AI models can I use with Find Relevant Skill?

As many as you like. As long as a model supports skills, you can use Find Relevant Skill with it — GPT, Claude, Gemini, Grok, DeepSeek, Mistral, Llama and more — all on TypingMind with your own API keys.

Is the Find Relevant Skill AI skill free?

Yes. It is published on GitHub by pnp under the MIT license. You only pay your own AI provider for the tokens you use.

What are AI skills?

An AI skill is a reusable instruction bundle that teaches an AI model how to do one specific task. It follows the open Agent Skills format: a SKILL.md file with a name and description, plus any scripts, templates or reference files the model may need. The model reads the instructions only when your request matches the skill, so an installed skill costs nothing until it is used.

How are AI skills different from plugins or MCP servers?

A plugin or MCP server gives a model new tools to call — code that runs somewhere and returns a result. An AI skill gives the model knowledge and process instead: how to approach a task, which steps to follow, what good output looks like. Skills are plain Markdown, so they need no server, no API key and no runtime, and they work with any model.

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