tech-advisor SKILL.md skillA

tech-advisor from cyranob/web-forager is an agent skill: a SKILL.md folder an AI agent loads when a task calls for it.

Install it, pinned
mdr add cyranob/web-forager/tech-advisor@git:20261010.f0671fb

Pins git:20261010.f0671fb in mdr.lock. Pin the fingerprint instead.

Audit grade
A, 17 of 17 checks passed
Kind
SKILL.md skill
Repository
cyranob/web-forager
Path
skills/tech-advisor/SKILL.md
Versions recorded
6
Latest version
git:20261010.f0671fb, committed Oct 10, 2026
First version recorded
Aug 9, 2026
Size
2,725 bytes
Repository stars
10
License
MIT

Advise a technology choice through current evidence. Use for choosing tech products for a concrete use case, or assessing whether a technology is mature enough to adopt.

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

# Tech Advisor

Make a current, evidence-backed technology recommendation for a specific user or team.

## Choose one mode

- **Maturity assessment:** one technology is being considered for adoption. Read
  [maturity-assessment.md](maturity-assessment.md) completely, then follow it.
- **Product comparison:** two or more products, or a product category, must be chosen
  for a concrete use case. Read [product-comparison.md](product-comparison.md)
  completely, then follow it.

Use maturity assessment for “is this ready?” and product comparison for “which should I
choose?” If intent does not settle the mode, ask one focused question.

## Tools and evidence

Before using tools, read [source-access.md](source-access.md) completely.

Use available web search and URL-fetch tools. Prefer callable names ending in
`duckduckgo_search` and `web_fetch`; client-added prefixes vary, so inspect the tools in
the session. Without session tools, run the packaged CLI in an isolated environment:

```bash
uvx --python '>=3.10,<3.14' web-forager search "your query" --max-results 8 --output-format json
uvx --python '>=3.10,<3.14' web-forager fetch "https://example.com" --format markdown
```
…

Read the whole file at its exact version.

How to install

The exact contents, by fingerprint
mdr add cyranob/web-forager/tech-advisor@sha256:a062d4095ce6e5d2

The line at the top of this page pins the label git:20261010.f0671fb, 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_jp2lteuxxiyynoqq.svg)](https://markdownregistry.com/a/art_jp2lteuxxiyynoqq)

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

Versions

The registry has recorded 6 versions of this file, between Aug 9, 2026 and Oct 10, 2026, about one every 12 days.

versioncommittedcommitsizeaudit
git:20261010.f0671fb latest2026-10-10 f0671fb 2,725 BA view · diff
git:20260915.83518982026-09-15 8351898 2,632 BA view · diff
v2.3.02026-09-05 4aa803f 2,651 BA view · diff
v2.2.22026-09-05 019b521 2,651 BA view · diff
v2.2.12026-09-05 2e0eea8 2,576 BA view · diff
v2.2.02026-08-09 6df11d7 2,576 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 (2725 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

cyranob/web-forager · 10 stars · license MIT · pushed 2026-10-10 · branch main

API

GET https://markdownregistry.com/api/v1/artifacts/art_jp2lteuxxiyynoqq
GET https://markdownregistry.com/api/v1/resolve?ref=cyranob/web-forager/tech-advisor
GET https://markdownregistry.com/api/v1/blob/a062d4095ce6e5d2da46bfbfc5ba1671b116aca6b6d33b58ec59123ad03596bb

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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