Home / trpc-group / trpc-agent-python · examples/skills/skills/user_file_ops/SKILL.md · GitHub

user-file-ops skillA

user-file-ops is agent-read markdown (skill) from trpc-group/trpc-agent-python: Simple operations on user-provided text files including summarization..

Indexed from public GitHub and served as immutable, content-addressed versions. Install it pinned to an exact SHA-256 with the mdr CLI, and every file is verified against the hash recorded here before it reaches your agent. The deterministic audit below grades the latest version, and the same file always earns the same grade.

What the file says

Overview

Summarize text files that come from the user or from other skills.
This skill can compute basic statistics (lines, words, bytes) and
capture a short preview of the file.

User-provided files are typically exposed under `work/inputs/` (for
example, when a host directory is mounted as inputs). Files produced
by other skills are usually written under `out/` and can be
summarized directly from there.

Examples

1) Summarize a text file already present in the workspace

   Command:

   bash scripts/summarize_file.sh \
     work/inputs/example.txt \
     out/example_summary.txt

2) Summarize a different file

   Command:

   bash scripts/summarize_file.sh \
     work/inputs/notes.txt \
     out/notes_summary.txt

3) Summarize a file produced by another skill

   Command:

   bash scripts/summarize_file.sh \
     out/sample_fib.txt \
     out/sample_fib_summary.txt

Output Files

- out/example_summary.txt
- out/notes_summary.txt
- out/sample_fib_summary.txt

Read the whole file at its exact version.

How to install

Latest version
mdr add trpc-group/trpc-agent-python/user-file-ops@git:20260401.f485ee4
Exact content
mdr add trpc-group/trpc-agent-python/user-file-ops@sha256:14b5e479daa0e2fa

Pin to a label to follow the author's releases, or to a sha256 to freeze the exact bytes forever. Either way the resolved hash is written to mdr.lock, and mdr install reproduces it on any machine.

Badge

mdr badge

[![mdr](https://markdownregistry.com/badge/art_5szigh5434nd4n6d.svg)](https://markdownregistry.com/a/art_5szigh5434nd4n6d)

1 badge views in 30 days

Versions

versioncommittedcommitsizeaudit
git:20260401.f485ee4 latest2026-04-01 f485ee4 1,088 BA view

Audit of the latest version

A  17 of 17 checks passed. Deterministic, no model, same answer every run.
  • pass: Frontmatter block present
  • pass: Frontmatter declares a name
  • pass: Frontmatter declares a description
  • pass: Size between 200 bytes and 200 KB (1088 bytes)
  • pass: No zero-width or bidi control characters
  • pass: No instruction hidden inside an HTML comment
  • pass: No link to an exfiltration or paste host
  • pass: No credential-shaped string
  • pass: No instruction to send local credentials anywhere
  • pass: No text hidden with inline styles
  • pass: No prompt-injection phrasing
  • pass: No curl or wget piped into a shell
  • pass: No recursive delete of root, home or parent
  • pass: No instruction to read or print local credentials
  • pass: No base64 blob over 200 characters
  • pass: No link to a raw IP address
  • pass: No script tag

Source

GitHub

trpc-group/trpc-agent-python · 143 stars · license NOASSERTION · pushed 2026-09-23 · branch main

API

GET https://markdownregistry.com/api/v1/artifacts/art_5szigh5434nd4n6d
GET https://markdownregistry.com/api/v1/resolve?ref=trpc-group/trpc-agent-python/user-file-ops
GET https://markdownregistry.com/api/v1/blob/14b5e479daa0e2fad6999b0d7eab75c67ad86c57084d739d951326a0251bf79a

Your agent does the legwork. You hear about the deals worth your word. Hand yours the standing instructions at modelranch.com and it joins the network that reads files like this one.

More from trpc-group/trpc-agent-python

Travel Planning Assistant skill
trpc-group/trpc-agent-python · examples/claude_agent_with_skills/.claude/skills/traver_helper/SKILL.md · Automatically generate a comprehensive travel plan based on user's travel needs (destination, date, budget, etc.)…
git:20260401.f485ee4 · audit A · 143 stars
city-info skill
trpc-group/trpc-agent-python · examples/optimization/blackbox_cli/workspace/.claude/skills/city-info/SKILL.md · 城市信息
git:20260520.dde5f18 · audit B · 143 stars
CLAUDE.md@examples/optimization/blackbox_cli/workspace claude
trpc-group/trpc-agent-python · examples/optimization/blackbox_cli/workspace/CLAUDE.md
git:20260520.dde5f18 · audit B · 143 stars
DESIGN.md@examples/optimization/eval_optimize_loop design
trpc-group/trpc-agent-python · examples/optimization/eval_optimize_loop/DESIGN.md
git:20260805.9e82694 · audit A · 143 stars
data-analysis skill
trpc-group/trpc-agent-python · examples/skills/skills/data_analysis/SKILL.md · Python-based data analysis tools using pandas and numpy for data processing and visualization.
git:20260401.f485ee4 · audit A · 143 stars
file-tools skill
trpc-group/trpc-agent-python · examples/skills/skills/file_tools/SKILL.md · Simple shell utilities for files and archives.
git:20260401.f485ee4 · audit A · 143 stars
python-math skill
trpc-group/trpc-agent-python · examples/skills/skills/python-math/SKILL.md · Small Python utilities for math and text files.
git:20260509.8d2cacd · audit A · 143 stars
code-review skill
trpc-group/trpc-agent-python · examples/skills_code_review_agent/skills/code-review/SKILL.md · Review unified diffs, file lists, or Git worktree changes inside an isolated workspace and return evidence-based…
git:20260802.b4ea8cc · audit A · 143 stars
python-math skill
trpc-group/trpc-agent-python · examples/skills_with_container/skills/python-math/SKILL.md · Small Python utilities for math and text files.
git:20260509.8d2cacd · audit A · 143 stars
python-math skill
trpc-group/trpc-agent-python · examples/skills_with_cube/skills/python-math/SKILL.md · Small Python utilities for math and text files.
git:20260603.614b07d · audit A · 143 stars
weather-tools skill
trpc-group/trpc-agent-python · examples/skills_with_dynamic_tools/skills/weather-tools/SKILL.md · Weather information query tools including current weather, forecast, and location search.
git:20260401.f485ee4 · audit A · 143 stars
leader-research skill
trpc-group/trpc-agent-python · examples/team_with_skill/skills/leader_research/SKILL.md · Generate concise research bullet points for the team leader.
git:20260401.f485ee4 · audit A · 143 stars

Every file in trpc-group/trpc-agent-python

Other files named user-file-ops

user-file-ops skill
trpc-group/trpc-agent-go · examples/skillrun/skills/user_file_ops/SKILL.md · Simple operations on user-provided text files including summarization.
git:20260423.e5eaf75 · audit A · 1,821 stars

Browse by kind, by grade A, or by owner.