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ingest-performance SKILL.md skillA

This file is byte-identical to the first copy the registry indexed. Same content hash, so the same checks give both the same grade.

ingest-performance from indranilbanerjee/neels-plugins is an agent skill: a SKILL.md folder an AI agent loads when a task calls for it.

Install it, pinned

mdr add indranilbanerjee/neels-plugins/ingest-performance@git:20261011.8ca557b

Pins git:20261011.8ca557b in mdr.lock. Pin the fingerprint instead.

Audit grade: A, 17 of 17 checks passed
Kind: SKILL.md skill
Repository: indranilbanerjee/neels-plugins
Path: hermes/digital-marketing-pro/social/skills/ingest-performance/SKILL.md
Versions recorded: 3
Latest version: git:20261011.8ca557b, committed Oct 11, 2026
First version recorded: Oct 11, 2026
Size: 4,529 bytes
Repository stars: 6
License: MIT

Turn a platform analytics export into per-post performance records and ranked winners. "which of last month's posts worked".

Collected from public GitHub. Every version is saved exactly as it was and never changes. Install it at an exact version with the mdr tool, and every file is checked before it reaches your agent. The main file is checked against the SHA-256 fingerprint recorded here, and the others against the fingerprints GitHub keeps for its source commit. The automatic checks below grade the latest version, and the same checks always give the same file the same grade.

What the file says

# /socialforge:ingest-performance — real numbers into the wins rung

> **Script location.** If your host does not set `${CLAUDE_PLUGIN_ROOT}`, the scripts are in this plugin's `scripts/` folder, next to `skills/`. Run them with Python 3.10 or newer: `python`, or `python3` where `python` is not found (macOS, many Linux systems).

`/socialforge:ideate-month` compounds "what worked last month." Before this
skill, that meant whatever someone remembered in the planning call — and
memory favors the post that felt good, not the one that performed. This skill
turns the platform's own export into the record ideation reads.

## Step 1 — Get the export

Ask the user for the analytics export covering the month. Any CSV works if it
has a column identifying the post (`post_id`, `post`, `id`) that matches the
calendar's post ids, plus whichever metrics the platform provides
(impressions/views, likes/reactions, comments, shares/reposts, saves, clicks,
follows — header aliases are normalized automatically). If the export keys
posts by URL or caption instead of the calendar id, help the user add a
`post_id` column first — matching is by calendar id, deliberately: wins must
…

Read the whole file at its exact version.

How to install

The exact contents, by fingerprint

mdr add indranilbanerjee/neels-plugins/ingest-performance@sha256:1f55b8a452deef02

The line at the top of this page pins the label git:20261011.8ca557b, which is what most people want. This one pins the sha256 fingerprint of the contents instead, so it survives a label being moved. Either way the exact version is written to mdr.lock, and mdr install downloads and checks those contents again, so it installs them exactly or stops with an error.

Badge

[![mdr](https://markdownregistry.com/badge/art_eo77ovxkm3frycfm.svg)](https://markdownregistry.com/a/art_eo77ovxkm3frycfm)

1 badge image fetches in 30 days. What the badge shows.

Versions

The registry has recorded 3 versions of this file, all committed on Oct 11, 2026.

version	committed	commit	size	audit
git:20261011.8ca557b latest	2026-10-11	8ca557b	4,529 B	A	view · diff
git:20261011.1a0c374	2026-10-11	1a0c374	4,525 B	A	view · diff
git:20261011.82fab54	2026-10-11	82fab54	4,409 B	A	view

Audit of the latest version

A 17 of 17 checks passed. Fixed automatic checks with no AI involved, so the same checks give the 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 (4529 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

indranilbanerjee/neels-plugins · 6 stars · license MIT · pushed 2026-10-17 · branch master

API

GET https://markdownregistry.com/api/v1/artifacts/art_eo77ovxkm3frycfm
GET https://markdownregistry.com/api/v1/resolve?ref=indranilbanerjee/neels-plugins/ingest-performance
GET https://markdownregistry.com/api/v1/blob/1f55b8a452deef022fe5c6d1fd7d06301cc4ddf377ec131006cb79cb17bb32f7

Your AI assistant 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.

Guides: the SKILL.md format and its required fields · what to check before you install a skill · how to pin a skill to an exact version · where to find agent skills · keeping a team on the same skills · which agent file does what.

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