What is distill-experience?

A skill for extracting reusable lessons from the current conversation and saving them in the project’s memory folder.

Use it to record lessons learned, summarize working methods, or capture recurring problems and better ways to handle them.

It keeps useful pitfalls, preferences, dead ends, and successful approaches from being lost after a task ends.

How Qalxry/image-viewer-mcp configures Codex

Reuse

Borrowing it

Nothing to install: this file belongs to Qalxry/image-viewer-mcp. Take a copy, put it at the same path in your own repository, and replace the rules that are about this project with yours.

Copy the file

curl -O https://raw.githubusercontent.com/Qalxry/image-viewer-mcp/main/.agents/skills/distill-experience/SKILL.md

Clone the repo

git clone --depth 1 https://github.com/Qalxry/image-viewer-mcp

Made for: 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.

README.md

[![agentmods](https://agentmods.dev/badge/skills/qalxry/image-viewer-mcp/distill-experience/github.svg)](https://agentmods.dev/skills/qalxry/image-viewer-mcp/distill-experience)

Your own site

<a href="https://agentmods.dev/skills/qalxry/image-viewer-mcp/distill-experience"><img src="https://agentmods.dev/badge/skills/qalxry/image-viewer-mcp/distill-experience/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.

Your own site · 80×15

<a href="https://agentmods.dev/skills/qalxry/image-viewer-mcp/distill-experience"><img src="https://agentmods.dev/badge/skills/qalxry/image-viewer-mcp/distill-experience.svg" alt="Reviewed on agentmods" width="80" height="20"></a>

Per session 172 Skills are progressive disclosure: only the name and description are preloaded; the body loads when the skill is used.

When invoked 870 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 unknown 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.

Model	Per session	Once invoked
Fable 5.1	$0.00172	$0.00870
Opus 5.5	$0.00069	$0.00348
Sonnet 5.5	$0.00034	$0.00174
Haiku 4.5	$0.00017	$0.00087

Measured 2mo ago against content hash 56355fc3c008, method: parsed. Prices are Anthropic first-party input rates as of 2026-10-07, from the pricing page.

Security

Grade A, and why

distill-experience 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.

.agents/skills/distill-experience/SKILL.md · 50 lines

The source is not reproduced here

No licence file

Read it on GitHub

Files

What ships with it

2 files 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.

2mo ago First seen · 50 lines · 172 tokens per session scan A 56355fc3c008

Subscribe to this mod's changes

distill-experience is a skill published in the GitHub repository Qalxry/image-viewer-mcp (0 stars, last pushed 2mo ago), with no licence file. It adds 172 tokens to every session and 870 once invoked, about $0.0007 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.

Memory and context

distill-experience next to 6 skills from other repositories
Mod	Type	Stars	Last push	Licence	Scan	Tokens	Works with
distill-experienceQalxry/image-viewer-mcp	Skill	0	2mo ago	none	A	172	Codex
knowledge-ingestopenclaw/openclaw	Skill	394k	today	MIT	A	80	Claude Code, Codex
mem0-oss-to-platformmem0ai/mem0	Skill	69k	yesterday	Apache-2.0	A	217	Claude Code, Codex
forgetasgeirtj/system_prompts_leaks	Skill	71k	yesterday	CC0-1.0	A	0	Claude Code, Codex
Cortexdanielmiessler/LifeOS	Skill	20k	2d ago	MIT	A	184	Claude Code
ha-data-storesshiwenwen/hope-agent	Skill	1.9k	today	MIT	A	115	Claude Code, Codex
memoryopensquilla/opensquilla	Skill	7.1k	7d ago	Apache-2.0	A	44	Claude Code, Codex

image-viewer-mcp: Skill for Codex