knowledge-capture SKILL.md skillA

knowledge-capture from eltmon/overdeck is an agent skill: a SKILL.md folder an AI agent loads when a task calls for it.

Install it, pinned
mdr add eltmon/overdeck/knowledge-capture@git:20260908.0c0074f

Pins git:20260908.0c0074f in mdr.lock. Pin the fingerprint instead.

Audit grade
A, 17 of 17 checks passed
Kind
SKILL.md skill
Repository
eltmon/overdeck
Path
sync-sources/skills/knowledge-capture/SKILL.md
Versions recorded
3
Latest version
git:20260908.0c0074f, committed Sep 8, 2026
First version recorded
May 22, 2026
Size
14,579 bytes
Repository stars
35
License
MIT

AI self-monitoring skill. Triggers proactively when AI detects confusion or makes corrected mistakes (wrong DB schema, incorrect assumptions, user corrections on key insights). Prompts to capture learnings as project-specific skills. NOT user-invoked - AI should reference this when confused.

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

# Knowledge Capture

This skill helps AI assistants recognize their own confusion and systematically capture project-specific knowledge to prevent repeated mistakes.

## When to Trigger (Self-Assessment)

**IMPORTANT:** This skill is NOT user-invoked. As the AI, you should proactively invoke this when you detect ANY of these situations:

### High-Confidence Triggers (Always Invoke)

1. **Database Schema Mistakes** [category: `database`]
   - Queried a column that doesn't exist
   - Used wrong column name (e.g., `user_id` vs `userId` vs `owner_id`)
   - Assumed an index exists that doesn't
   - Got foreign key relationships wrong
   - Example: "SELECT created_at FROM users" → Error: column "created_at" doesn't exist (it's "createdAt")

2. **User Corrections on Architecture** [category: `architecture`]
   - User corrects you on how a system component works
   - User explains a non-obvious design pattern in use
   - User clarifies that "we don't do it that way here"
   - Example: "Actually, we use event sourcing here, not direct DB updates"

3. **API/Interface Misunderstandings** [category: `api`]
   - Called an API endpoint that doesn't exist
…

Read the whole file at its exact version.

How to install

The exact contents, by fingerprint
mdr add eltmon/overdeck/knowledge-capture@sha256:9b034fa3249a0b7e

The line at the top of this page pins the label git:20260908.0c0074f, 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_juz3mrpyjmr6qz4g.svg)](https://markdownregistry.com/a/art_juz3mrpyjmr6qz4g)

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

Versions

The registry has recorded 3 versions of this file, between May 22, 2026 and Sep 8, 2026, about one every 54 days.

versioncommittedcommitsizeaudit
git:20260908.0c0074f latest2026-09-08 0c0074f 14,579 BA view · diff
git:20260618.e5016262026-06-18 e501626 14,449 BA view · diff
git:20260522.817c2c72026-05-22 817c2c7 14,459 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 (14579 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

eltmon/overdeck · 35 stars · license MIT · pushed 2026-11-07 · branch main

API

GET https://markdownregistry.com/api/v1/artifacts/art_juz3mrpyjmr6qz4g
GET https://markdownregistry.com/api/v1/resolve?ref=eltmon/overdeck/knowledge-capture
GET https://markdownregistry.com/api/v1/blob/9b034fa3249a0b7e53dee12861f15c94984195c681020c97c473dc0b7e64e626

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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Every file in eltmon/overdeck

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