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Skill · Meta

Skill suggester

Scan prompt history for recurring patterns and unmet needs, then propose new skills or command templates

Agentic Awesome SkillsLicense: MITAdded Sep 5, 2026
Use it in my AI

How to use it

  1. Start your plan and connect your AI once
  2. Add the skill to your AI, one time only: press Copy skill and paste it into your AI's instructions: a project in ChatGPT, Claude or Grok, a Gem in Gemini, an agent in Microsoft 365 Copilot, or a rule in Cursor. It stays there for every new chat. In Kimi, paste it at the start of a new chat.
  3. Ask for the task in your own words, or say it directly:
Use the Skill suggester skill to help me with this.
SKILL.md2 files in this skill

What I do

Reads your opencode prompt history, finds repeated multi-step workflows, and recommends skill-worthy candidates. Saves you from having the same conversation twice.

When to Use

Use this skill when the user wants to mine opencode prompt history for repeated workflows, recurring unmet needs, or candidates for new reusable skills.

How to invoke

Run /skill skill-suggester to scan the full history. Optionally pass --since <date> (e.g. --since 2026-05-01) to limit the window.

Analysis method

  1. Locate prompt history files at ~/.local/state/opencode/prompt-history*.jsonl
  2. Parse each entry's message content
  3. Score for skill potential by looking for:
  • Repetition: similar phrasing or topic used 3+ times ("scan all repos", "check my inbox")
  • Multi-step sequences: a request that required 5+ tool calls to complete
  • Unsupported requests: things you asked for that don't have a dedicated skill yet
  • Workaround patterns: instructions you give every time instead of a one-shot command
  1. For each candidate, note:
  • How many times the pattern appeared
  • How many tool calls it consumed
  • The estimated time savings if it were a skill

Output format

## Skill Candidates (last N entries)

### 1. "<candidate name>" (PRIORITY)
- **Pattern**: <what you keep asking for>
- **Frequency**: X times in history
- **Avg complexity**: Y tool calls per instance
- **Estimated savings**: ~Z minutes/week
- **Evidence**:
  - "[excerpt from prompt history]"
  - "[another excerpt]"
- **Recommendation**: <create as skill | add as command template | not worth it>

### 2. ...

Key rules

  • Only flag patterns that happen more than twice. One-offs are not skills.
  • Include direct quotes from your past prompts as evidence.
  • Rate each candidate: high (clear ROI, use weekly), medium (nice to have), low (rare but worth noting).
  • If nothing qualifies, say so and explain why.
  • After presenting candidates, ask if you want to create any of them.

Limitations

  • Prompt history can contain sensitive local context; summarize patterns without exposing unnecessary private excerpts.
  • Recommendations are suggestions only and still need human review before creating or publishing a new skill.