agent-context-setup SKILL.md skillA
agent-context-setup from amey-thakur/ai-skills is an agent skill: a SKILL.md folder an AI agent loads when a task calls for it.
mdr add amey-thakur/ai-skills/agent-context-setup@git:20260728.819a393Pins git:20260728.819a393 in mdr.lock. Pin the fingerprint instead.
- Audit grade
- A, 17 of 17 checks passed
- Kind
- SKILL.md skill
- Repository
- amey-thakur/ai-skills
- Path
skills/ai-coding-tools/agent-context-setup/SKILL.md- Versions recorded
- 1
- Latest version
- git:20260728.819a393, committed Jul 28, 2026
- Size
- 1,835 bytes
- Repository stars
- 14
- License
- MIT
Give a coding agent the right files and background at the start of a task, so it works from the real system rather than from assumption. Use when starting a non-trivial task with an agent.
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
# Agent context setup An agent's output quality is bounded by what it knows about your codebase. Most disappointing results come from an agent guessing at conventions and interfaces it was never shown. ## Method 1. **Point at the relevant files explicitly.** Naming the modules involved beats hoping the agent searches well, and it saves several exploratory turns. 2. **Include one example of the pattern to follow.** An existing similar implementation communicates conventions faster than any description (see few-shot-examples). 3. **State the constraint that is not visible in code.** Performance requirements, compatibility commitments, and decisions already made and rejected. 4. **Give the failure, not the diagnosis, when debugging.** The actual error, stack trace, and reproduction, rather than your theory, which anchors the agent on your assumption (see debugging). 5. **Keep context focused.** Loading the whole repository degrades attention on what matters (see context-compression). 6. **Let the agent explore for discovery tasks.** When the question is how something works, searching is the task rather than overhead. …
Read the whole file at its exact version.
How to install
mdr add amey-thakur/ai-skills/agent-context-setup@sha256:068457b8e2295380The line at the top of this page pins the label git:20260728.819a393, 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.
[](https://markdownregistry.com/a/art_7mf35gpbavtpfa7w)
4 badge image fetches in 30 days. What the badge shows.
Versions
The registry has recorded 1 version of this file, committed on Jul 28, 2026.
Audit of the latest version
- pass: Frontmatter block present
- pass: Frontmatter declares a name
- pass: Frontmatter declares a description
- pass: Size between 200 bytes and 200 KB (1835 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
amey-thakur/ai-skills · 14 stars · license MIT · pushed 2026-09-06 · branch main
API
GET https://markdownregistry.com/api/v1/artifacts/art_7mf35gpbavtpfa7w GET https://markdownregistry.com/api/v1/resolve?ref=amey-thakur/ai-skills/agent-context-setup GET https://markdownregistry.com/api/v1/blob/068457b8e2295380a528c70af2f39f6571c699287bf73ecb67b9fc8451d9d06c
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.