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skillit-refine

skillit-refine is a skill for Claude Code, Codex from pradeepmouli/skillit. It costs 47 tokens per session (433 once invoked), scanned A, original, MIT.

A tool that repeatedly audits and drafts improvements for an MCP skill. MCP is a standard way for an agent to use tools provided by another program or service.

In plain words
What is it for?
It is for refining a skill in build or runtime mode from an MCP configuration, with optional source files, overlays, iteration limits, and work-item limits.
Why use it?
It gives skill improvements a defined review cycle instead of relying on one unstructured rewrite.

Skill for Claude CodeCodex

Written for no agent in particular: nothing here depends on one.

not rated 7repo 4d ago A scan 47 tokens original MIT

Good fit It is for refining a skill in build or runtime mode from an MCP configuration, with optional source files, overlays, iteration limits, and work-item limits.

Compare 6 skills from other repositories ↓
Install with agentmods
npx agentmods add skills/pradeepmouli/skillit/skillit-refine
View source ↗ pradeepmouli/skillit pradeepmouli.github.io
Install

Getting it into your agent

One page per mod, every tool's command on it. A separate URL per tool would split the same page into five that compete with each other.

Any agent
npx skills add pradeepmouli/skillit --skill skillit-refine
Clone the repo
git clone --depth 1 https://github.com/pradeepmouli/skillit

Made for: Claude Code, Codex.

Wrote this? Show the measurements

A badge with what this costs and how it scanned, read live from this page, so it follows the numbers instead of freezing them. Markdown for a README, HTML for a documentation site or a project page.

agentmods badge for skillit-refine

README.md
[![agentmods](https://agentmods.dev/badge/skills/pradeepmouli/skillit/skillit-refine/github.svg)](https://agentmods.dev/skills/pradeepmouli/skillit/skillit-refine)
Your own site
<a href="https://agentmods.dev/skills/pradeepmouli/skillit/skillit-refine"><img src="https://agentmods.dev/badge/skills/pradeepmouli/skillit/skillit-refine/github.svg" alt="Measured on agentmods" height="20"></a>

Or the 80×15 button, for a site that already has a row of RSS and ATOM ones. Only the verdict fits; the numbers stay here.

agentmods 80×15 button for skillit-refine

Your own site · 80×15
<a href="https://agentmods.dev/skills/pradeepmouli/skillit/skillit-refine"><img src="https://agentmods.dev/badge/skills/pradeepmouli/skillit/skillit-refine.svg" alt="Reviewed on agentmods" width="80" height="20"></a>
Per session 47 Skills are progressive disclosure: only the name and description are preloaded; the body loads when the skill is used.
When invoked 433 The whole file, excluding the scripts and references it only reads on demand.
Security scan A 0 findings. A grade says what 26 rules found in the file — not that it is safe.
Origin original No closer match found in the catalogue.
Token cost

What it costs to keep this loaded

Counted locally with the o200k_base tokenizer, which is exact for GPT models; Claude uses its own tokenizer and its counts differ. Treat this as one consistent yardstick across the catalogue rather than a bill. Prices are per million input tokens.

ModelPer sessionOnce invoked
Fable 5.1 $0.00047 $0.00433
Opus 5.5 $0.00019 $0.00173
Sonnet 5.5 $0.00009 $0.00087
Haiku 4.5 $0.00005 $0.00043

Measured 2mo ago against content hash 6249fc3d18d8, method: parsed. Prices are Anthropic first-party input rates as of 2026-10-07, from the pricing page.

Security

Grade A, and why

skillit-refine scanned grade A with 0 findings against 26 rules in 11 categories — prompt injection, anti-refusal, data exfiltration, privilege escalation, supply chain, agent snooping, system-prompt leakage, SSRF and excessive agency — measured 2mo ago.

A static scan of the body, not an audit. Every finding is printed with the line that produced it so you can judge whether it matters here. A mod is markdown that instructs an agent; that is exactly why what it instructs is worth reading.

Nothing flagged

None of the 26 patterns this scan looks for appear in this file: no shell pipes, no recursive deletes, no credential paths, no hidden text, no instruction-override or anti-refusal phrasing, no agent-config snooping. That is not a guarantee, it is the absence of the things that are checkable.

skills/skillit-refine/SKILL.md · 41 lines

What it actually says

skillit-refine

Autonomously improve an MCP skill via the skillit audit→draft→review loop (build or runtime mode)

Commands

refine

Autonomously improve a skill via the audit→draft→review loop

Usage:

[options]
Flag Type Required Default Env Description
--mcp string yes — — path to mcp.json or MCP config file
--server string no — — server name within the config (defaults to first enabled)
--overlay string no — — path to overlay JSON file (runtime mode only)
--mode string no — — refine mode: build or runtime (auto-detected if omitted)
--source-glob string no — — glob pattern for TypeScript source files (build mode)
--max-iterations string no 5 — iteration cap (default 5)
--items string no 5 — work items per iteration (default 5)

References

Load these on demand — do NOT read all at once:

  • When using CLI commands → read references/commands.md for flags, arguments, and defaults
Files

What ships with it

1 file beside SKILL.md in the same directory: the scripts, references and assets a skill reads on demand. Not counted in the per-session cost; read them before you install if any of them is executable.

Changes

What this file has done since we first saw it

Hashed on every crawl. A supply-chain change to an agent config is a question of when, not whether, so the history is kept rather than the latest state alone.

  1. 2mo ago First seen · 41 lines · 47 tokens per session scan A 6249fc3d18d8

Subscribe to this mod's changes

skillit-refine is a skill published in the GitHub repository pradeepmouli/skillit (7 stars, last pushed 4d ago), licensed MIT. It adds 47 tokens to every session and 433 once invoked, about $0.0002 per session on Opus 5.5. A static security scan graded it A with 0 findings. No closer match exists in the catalogue, so it is treated as the original; first seen 2026-08-31.

Building agentsClaude CodeCode Generationagent-skillsaiclicopilot
Related

skillit-refine compared with skills from other repositories

skillit-refine next to 6 skills from other repositories
ModTypeStarsLast pushLicenceScanTokensWorks with
skillit-refinepradeepmouli/skillitSkill74d agoMITA47Claude Code, Codex
releaseAterDev/Perigon.CLISkill544d agoApache-2.0A34Claude Code, Codex
docsAterDev/Perigon.CLISkill544d agoApache-2.0A67Claude Code, Codex
blazorAterDev/Perigon.CLISkill544d agoApache-2.0A45Claude Code, Codex
cliAterDev/Perigon.CLISkill544d agoApache-2.0A52Claude Code, Codex
codegenAterDev/Perigon.CLISkill544d agoApache-2.0A53Claude Code, Codex
dotnetAterDev/Perigon.CLISkill544d agoApache-2.0A61Claude Code, Codex