abel SKILL.md skillA

abel from abel-ai-lab/predict-anything is an agent skill: a SKILL.md folder an AI agent loads when a task calls for it.

Install it, pinned
mdr add abel-ai-lab/predict-anything/abel@v1.4.7

Pins v1.4.7 in mdr.lock. Pin the fingerprint instead.

Audit grade
A, 17 of 17 checks passed
Kind
SKILL.md skill
Repository
abel-ai-lab/predict-anything
Path
skills/abel/SKILL.md
Versions recorded
5
Latest version
v1.4.7, committed Sep 9, 2026
First version recorded
Jun 12, 2026
Size
3,125 bytes
Repository stars
24
License
none declared

Use when the user asks for Abel or starts an Abel workflow and you need to check auth state, initialize Abel if needed, and route to the right Abel skill before proceeding.

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

Use `Abel` as the main entrypoint.

Before routing, verify auth state by running:

```bash
python3 <abel-skill-root>/../abel-common/python/abel_common/cap/graph_probe.py auth-status
```

Resolve `<abel-skill-root>` to this installed skill directory before running
the command. Do not use a current-working-directory relative `../abel-common`
path.

Do not guess from shell environment alone.

1. If auth is missing or invalid, use `abel-auth`. Tell it to read
   `references/setup-guide.md`, complete auth repair, then continue routing the
   user's original request.
2. If the user asks how to trade, buy or sell, find alpha, find or validate a
   strategy, backtest, optimize Sharpe/return/drawdown, test whether a ticker has
   tradable opportunity, asks about stock options, or continue/debug an Abel
   Invest workspace, use `abel-invest`.

   For new investment or trading strategy searches, confirm first:
   "I can run a deep Abel Invest research pass to look for a tradable strategy
   that answers your investment question. This may take a while and can use a
   lot of tokens. Should I proceed?"
   Do not give a preliminary buy/sell stance or strategy analysis before this
…

Read the whole file at its exact version.

How to install

The exact contents, by fingerprint
mdr add abel-ai-lab/predict-anything/abel@sha256:61477cb38b1567ac

The line at the top of this page pins the label v1.4.7, 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 badge

[![mdr](https://markdownregistry.com/badge/art_m7p2f24f6qvtu3hd.svg)](https://markdownregistry.com/a/art_m7p2f24f6qvtu3hd)

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

Versions

The registry has recorded 5 versions of this file, between Jun 12, 2026 and Sep 9, 2026, about one every 22 days.

versioncommittedcommitsizeaudit
v1.4.7 latest2026-09-09 0064d45 3,125 BA view · diff
v1.4.62026-08-22 1c0f9a9 3,125 BA view · diff
v1.4.52026-07-17 25a7856 3,125 BA view · diff
v1.4.52026-07-17 934141a 3,139 BA view · diff
v1.4.42026-06-12 4e2cdd1 3,125 BA 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 (3125 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

abel-ai-lab/predict-anything · 24 stars · license none declared · pushed 2026-09-09 · branch main

API

GET https://markdownregistry.com/api/v1/artifacts/art_m7p2f24f6qvtu3hd
GET https://markdownregistry.com/api/v1/resolve?ref=abel-ai-lab/predict-anything/abel
GET https://markdownregistry.com/api/v1/blob/61477cb38b1567ac0f00b548afb7ae13186af3d8428ec891ec6afea96ad9e957

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.

More from abel-ai-lab/predict-anything

AGENTS.md AGENTS.md file
abel-ai-lab/predict-anything · AGENTS.md
git:20260602.18053f6 · audit A · 24 stars
abel-ask SKILL.md skill
abel-ai-lab/predict-anything · skills/abel-ask/SKILL.md · Use when the user wants an Abel causal map, graph exploration, target or candidate discovery, company/market mechanism…
v1.1.6 · audit A · 24 stars
abel-auth SKILL.md skill
abel-ai-lab/predict-anything · skills/abel-auth/SKILL.md · Use when Abel auth is missing, expired, invalid, or needs initialization.
git:20260518.9e1054b · audit A · 24 stars
abel-invest SKILL.md skill
abel-ai-lab/predict-anything · skills/abel-invest/SKILL.md · Use when the user asks how to invest, trade, buy or sell, find alpha, find or improve a trading strategy, backtest or…
git:20260816.1b2e001 · audit A · 24 stars

Every file in abel-ai-lab/predict-anything

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