Agent skill

Skill Suggester

by sickn33 in sickn33/agentic-awesome-skills

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

MITAuto-check passed

Install Skill Suggester

skills CLI
$ npx skills add sickn33/agentic-awesome-skills --skill skill-suggester -a claude-code

Project install by default; add -g for ~/.claude/skills/.

GitHub CLI
$ gh skill install sickn33/agentic-awesome-skills skill-suggester --agent claude-code

Project scope by default; add --scope user for a personal install. Needs GitHub CLI 2.90.0 or later (public preview).

Manual copy
$ git clone --depth 1 https://github.com/sickn33/agentic-awesome-skills.git skills-src && mkdir -p .claude/skills && cp -r skills-src/skills/skill-suggester .claude/skills/skill-suggester && rm -rf skills-src

Use ~/.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/

Facts

Skill name
skill-suggester
GitHub stars
47k
Used in
1 other repo
Token cost
~664 tokens
SKILL.md length
265 words
Files
2
Skills in repo
1,497
Repo updated
First seen
Licence
MIT

At a glance

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

  • Works in 4 steps: Locate prompt history files at… → Parse each entry's message content → Score for skill potential by looking for → …
  • SKILL.md covers What I do, When to Use, How to invoke and Analysis method, plus 3 more sections
  • Instructions only: no scripts, shell commands, URLs or credentials in SKILL.md

What it does

Skill Suggester is an agent skill from sickn33/agentic-awesome-skills. Scan prompt history for recurring patterns and unmet needs, then propose new skills or command templates

Its SKILL.md is about 660 tokens, which your agent loads only when the skill is triggered. The skill folder holds 1 other file (for example `README.md`).

The repository describes itself as: AAS Core is the local, agent-first control plane for complete catalog discovery, agent-owned selection, stack validation, and planning, backed by 2,400+ agentic skills. Includes… The licence is MIT.

Example prompts

  • “/skill-suggester”

Workflow steps

4 steps, taken from the first numbered list in SKILL.md.

  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
  4. For each candidate, note

What it can do on your machine

Read from SKILL.md and the folder at commit b84d35a. It shows what the files ask for, not the result of running them.

  • Tool permissions

    Pre-approves nothing: there is no allowed-tools line, so your agent's usual permission prompts apply.

    From allowed-tools in the SKILL.md frontmatter.

  • Runs code

    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.

  • Network

    No URLs in SKILL.md.

    From URLs in SKILL.md, links to its own repository left out.

  • Credentials

    Names no API keys, tokens, secrets or passwords.

    From names ending in _API_KEY, _TOKEN, _SECRET, _KEY or _PASSWORD in SKILL.md.

Context cost

Skill Suggester loads about 664 tokens when it runs. Until then it costs about 30 tokens; SKILL.md has 265 words of instructions outside code blocks.

Always · name and description, kept in context so the agent knows when to use it
~30
When it runs · the whole SKILL.md, loaded when a task matches
~664

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.

Safety

Auto-check passed

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.

SKILL.md

The full file from sickn33/agentic-awesome-skills at commit b84d35a, republished under its MIT licence (© sickn33). 265 words, ~664 tokens.

Download SKILL.mdSave it as .claude/skills/skill-suggester/SKILL.md (or your agent's skills folder). This skill also uses 1 other file; get the full folder from GitHub.
name
skill-suggester
description
Scan prompt history for recurring patterns and unmet needs, then propose new skills or command templates
version
1.0.0
risk
safe
source
community
source_type
community
source_repo
mskadu/opencode-agent-skills
license
MIT
license_source
https://github.com/mskadu/opencode-agent-skills/blob/main/LICENSE
date_added
2026-06-05

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
  4. 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.

© sickn33, MIT. Rendered from Markdown: HTML in the file is shown as text, images as links, and headings moved down two levels. Raw file

Files

SKILL.md and 1 other file in skills/skill-suggester of sickn33/agentic-awesome-skills.

  • SKILL.md
  • README.md

Open the folder on GitHubat commit b84d35a

Used in 1 other repository

We found 5 copies of this SKILL.md (exact, near-identical or edited) in other folders, from 1 other GitHub owner. This page covers the copy in sickn33/agentic-awesome-skills, which our catalogue first saw on October 7, 2026.

Compare with similar skills

Skill Suggester 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 Suggester compared with similar skills
SkillStarsUsed inTokensAuto-checkLicenceRepo updated
Skill Suggester this skillsickn33/agentic-awesome-skills47k1 repos~664Automated safety check: PassMIT
Scanwshobson/agents40k—~2.2kAutomated safety check: PassMIT
Repo Scanaffaan-m/ECC276k—~1.5kAutomated safety check: PassMIT
Repo Scanaffaan-m/ECC276k—~1.3kAutomated safety check: PassMIT
Repo Scanaffaan-m/ECC276k1 repos~1.8kAutomated safety check: PassMIT
Security Scanaffaan-m/ECC276k5 repos~1.1kAutomated safety check: PassMIT

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Questions about Skill Suggester

What does Skill Suggester do?

Scan prompt history for recurring patterns and unmet needs, then propose new skills or command templates. Skill Suggester is an agent skill from sickn33/agentic-awesome-skills.

How do I install Skill Suggester in Claude Code?

Run `npx skills add sickn33/agentic-awesome-skills --skill skill-suggester -a claude-code`. Or copy the skill folder (skills/skill-suggester in sickn33/agentic-awesome-skills) into .claude/skills/skill-suggester in your project. Claude Code loads it when a task matches its description.

How do I install Skill Suggester in Codex?

Run `npx skills add sickn33/agentic-awesome-skills --skill skill-suggester -a codex`. Or copy the skill folder (skills/skill-suggester in sickn33/agentic-awesome-skills) into .agents/skills/skill-suggester in your project. Codex loads it when a task matches its description.

Can I use Skill Suggester in Cursor, Gemini CLI or GitHub Copilot?

Cursor, Gemini CLI, GitHub Copilot and OpenCode also load SKILL.md folders. With the skills CLI, run `npx skills add sickn33/agentic-awesome-skills --skill skill-suggester -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-suggester, .gemini/skills/skill-suggester, .github/skills/skill-suggester and .opencode/skills/skill-suggester in your project.

What does Skill Suggester need to run?

SKILL.md names no scripts, command-line tools or credentials: Skill Suggester is instructions for the agent only.

Does Skill Suggester access the network?

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.

Is Skill Suggester safe to install?

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.

What licence does Skill Suggester use?

Skill Suggester is published under the MIT licence (declared in SKILL.md). It allows redistribution, so the full SKILL.md is shown on this page.

How many tokens does Skill Suggester use?

About 664 tokens (SKILL.md is roughly 2.7k characters). Agents keep only the skill's name and description in context until a task matches; then they load SKILL.md in full.

What are the alternatives to Skill Suggester?

Skills that share tags, products or a category with Skill Suggester: Scan (wshobson/agents, 40k stars), Repo Scan (affaan-m/ECC, 276k stars), Repo Scan (affaan-m/ECC, 276k stars) and Repo Scan (affaan-m/ECC, 276k stars). The comparison table on this page puts their stars, adoption, token cost, safety result and licence side by side.

Who maintains Skill Suggester?

sickn33 (a GitHub user) maintains it in sickn33/agentic-awesome-skills, which has 47,405 GitHub stars. The repository holds 1,497 skills in this directory. The repository was last updated on October 9, 2026.

Source: sickn33/agentic-awesome-skills on GitHub. Facts on this page come from the repository at the commit we read; the author's words are quoted as theirs.