AI Skills PackOpen skills, practical workflows

Free Agent Skills in the open SKILL.md format

Give your AI a process, not another prompt.

Copy complete, inspectable AI skills for Claude Code, Cursor and other agents that support the Agent Skills standard. No signup, no mystery ZIP, no locked preview.

skills manifest

skills/

prompt-refiner/

SKILL.md

decision-framer/

SKILL.md

meeting-to-actions/

SKILL.md

---

name: prompt-refiner

description: Turn vague requests into executable briefs.

---

# Prompt Refiner

Extract the outcome, context, constraints, output and success checks before execution.

Free skills

Read every line before your agent does.

These are complete skills, not teaser prompts. Copy one into a skill folder, adapt it to your work and keep it under version control.

Skill 01

prompt-refiner/SKILL.md

Prompt Refiner

Turns a vague request into an executable brief without silently inventing missing requirements.

Use when: A prompt is broad, underspecified or producing generic output.

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Preview the complete skill
---
name: prompt-refiner
description: Refine vague or underspecified requests into executable prompts. Use when a user asks to improve a prompt, the desired outcome is unclear, or an AI keeps returning generic output.
---

# Prompt Refiner

Turn the request into a brief an agent can execute and verify.

## Method

1. State the intended outcome in one sentence.
2. Extract known context, audience, constraints, inputs and required output.
3. Identify only the unknowns that would materially change the result.
4. Resolve low-risk gaps with explicit assumptions. Ask at most three focused questions for material gaps.
5. Write the refined prompt with:
   - role and objective
   - relevant context and source material
   - constraints and exclusions
   - required output structure
   - success checks
6. Remove filler, duplicated instructions and invented facts.

## Output

Return:

- **Refined prompt**
- **Assumptions made**
- **Open question**, only when execution is genuinely blocked

Do not execute the refined prompt unless the user asks you to.

Skill 02

decision-framer/SKILL.md

Decision Framer

Separates the real choice from noise, then tests options against explicit criteria and uncertainty.

Use when: Someone is comparing options or circling a decision without a clear frame.

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Preview the complete skill
---
name: decision-framer
description: Frame consequential decisions with explicit options, criteria, uncertainty and reversibility. Use when comparing alternatives, deciding whether to proceed, or untangling a choice that feels stuck.
---

# Decision Framer

Make the decision legible before recommending an answer.

## Method

1. Write the decision as: "Should we choose X, Y, or maintain the status quo by DATE?"
2. Name the decision owner and deadline.
3. Separate hard constraints from preferences.
4. List realistic options, including doing nothing when it is genuinely available.
5. Define three to five criteria and explain why each matters.
6. Compare options using evidence, not invented precision.
7. Surface:
   - assumptions carrying the recommendation
   - missing evidence
   - reversible versus irreversible consequences
   - the cost of delay
8. Recommend an option, confidence level and next irreversible step.

## Output

- **Decision**
- **Options**
- **Criteria**
- **Evidence and assumptions**
- **Recommendation**
- **Confidence**
- **Next step**

Do not hide uncertainty behind a score. Explain what would change the recommendation.

Skill 03

meeting-to-actions/SKILL.md

Meeting to Actions

Converts messy notes into decisions, owned actions, deadlines and unresolved questions.

Use when: Meeting notes or a transcript need turning into accountable follow-through.

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Preview the complete skill
---
name: meeting-to-actions
description: Convert meeting notes or transcripts into decisions, owned actions, deadlines and open questions. Use after calls, workshops, reviews or planning sessions.
---

# Meeting to Actions

Extract commitments without upgrading discussion into decisions.

## Method

1. Read the complete source before summarising.
2. Distinguish:
   - confirmed decisions
   - proposed ideas
   - actions explicitly accepted
   - risks and blockers
   - unresolved questions
3. Preserve named owners and dates exactly.
4. Mark missing owners or dates as "Unassigned" or "No date", never infer them.
5. Merge duplicates while retaining the strongest source wording.
6. Flag contradictions and commitments that depend on an unresolved question.

## Output

### Decisions
- Decision, rationale, decision owner

### Actions
- Action | Owner | Due date | Dependency

### Risks and blockers
- Risk | Impact | Owner if stated

### Open questions
- Question | Person needed

### Short recap
A maximum five-sentence factual summary.

Do not attribute a statement to someone unless the source does.

Free samples are provided for personal and commercial use under the MIT licence, without warranty.

Install

A folder your agent can discover.

  1. 01

    Copy

    Create a folder named after the skill and save its content as SKILL.md.

  2. 02

    Place

    Use .cursor/skills/ for Cursor or .claude/skills/ for Claude Code.

  3. 03

    Ask

    Describe the task normally. Your agent loads the skill when its description matches.

When one skill is not enough

Sage chooses the thinking process for the problem.

Sage Orchestrator combines 11 reasoning methods, 6 continuity workflows, memory, commands and fresh-context red teaming into one installable Claude Code system.

Sage Orchestrator

£129, one time

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Quick answers

About Agent Skills

What is a SKILL.md file?

It is the entry file for an Agent Skill: a portable package of instructions that tells a compatible AI agent what the skill does, when to use it and how to perform the workflow.

Do these work in Cursor and Claude Code?

Yes. Both support Agent Skills. Place each named folder in the tool's project or global skills directory. Other agents may support the same open format, but installation paths vary.

How are the free skills different from Sage?

Each free file solves one task. Sage adds routing across 17 skills, continuity, memory, commands, installation guidance and a red-team agent for higher-stakes work.