capability-discovery SKILL.md skillA
capability-discovery from synaptiai/synapti-marketplace is an agent skill: a SKILL.md folder an AI agent loads when a task calls for it.
mdr add synaptiai/synapti-marketplace/capability-discovery@git:20260312.09ebb12Pins git:20260312.09ebb12 in mdr.lock. Pin the fingerprint instead.
- Audit grade
- A, 17 of 17 checks passed
- Kind
- SKILL.md skill
- Repository
- synaptiai/synapti-marketplace
- Path
plugins/gh-workflow/skills/capability-discovery/SKILL.md- Versions recorded
- 5
- Latest version
- git:20260312.09ebb12, committed Mar 12, 2026
- First version recorded
- Mar 5, 2026
- Size
- 11,478 bytes
- Repository stars
- 7
- License
- Apache-2.0
Discovers available agents, skills, quality commands (lint, test, typecheck), and tech stack in the project environment. Use when starting implementation, creating PRs, reviewing PRs, or addressing feedback to determine which agents to dispatch and which quality commands to run. Use before workflow execution to adapt gh-workflow commands to project-specific tooling.
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
# Capability Discovery
This skill discovers available capabilities (skills, agents, commands) in the user's environment to enable dynamic workflow adaptation.
## Purpose
Before executing workflows, discover what tools are available so commands can:
- Invoke specialized agents if available
- Use custom skills instead of defaults
- Apply project-specific quality commands
- Gracefully fall back when capabilities are missing
## Discovery Process
<!--
PARALLEL EXECUTION: Steps 1-5 are fully independent. Execute ALL five
simultaneously in a single message with parallel tool calls.
Step 6 is conditional — only execute if Steps 4-5 detected a tech stack
or quality commands (see Early Exit section).
-->
### Step 1: Scan for Custom Agents
Find agent files and extract their `description` from YAML frontmatter.
**1a.** Use **Glob** (two parallel calls) to find agent files:
- `Glob: pattern=".claude/agents/*.md"` — project-level agents
- `Glob: pattern="plugins/*/agents/*.md"` — plugin agents
**1b.** Use **Grep** on discovered files to extract descriptions:
- `Grep: pattern="^description:" path="{file}" output_mode="content"`
Parse each result:
…Read the whole file at its exact version.
How to install
mdr add synaptiai/synapti-marketplace/capability-discovery@sha256:932a2d6448cd76edThe line at the top of this page pins the label git:20260312.09ebb12, 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_hgqmgt353vjkprec)
4 badge image fetches in 30 days. What the badge shows.
Versions
The registry has recorded 5 versions of this file, between Mar 5, 2026 and Mar 12, 2026, about one every 2 days.
| version | committed | commit | size | audit | |
|---|---|---|---|---|---|
| git:20260312.09ebb12 latest | 2026-03-12 | 09ebb12 | 11,478 B | A | view · diff |
| git:20260312.84d647a | 2026-03-12 | 84d647a | 11,241 B | A | view · diff |
| git:20260306.fe36a41 | 2026-03-06 | fe36a41 | 11,153 B | A | view · diff |
| git:20260305.cc4effe | 2026-03-05 | cc4effe | 10,102 B | A | view · diff |
| git:20260305.d5d457e | 2026-03-05 | d5d457e | 6,206 B | A | view |
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 (11478 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
synaptiai/synapti-marketplace · 7 stars · license Apache-2.0 · pushed 2026-11-06 · branch main
API
GET https://markdownregistry.com/api/v1/artifacts/art_hgqmgt353vjkprec GET https://markdownregistry.com/api/v1/resolve?ref=synaptiai/synapti-marketplace/capability-discovery GET https://markdownregistry.com/api/v1/blob/932a2d6448cd76eddedc537d1fb955ce374633a6618168166f35db6b3bf250ca
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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