continuous-learning SKILL.md skillA
continuous-learning from darknecrocities/skillbuilder is an agent skill: a SKILL.md folder an AI agent loads when a task calls for it.
mdr add darknecrocities/skillbuilder/continuous-learning@git:20261025.ea2b348Pins git:20261025.ea2b348 in mdr.lock. Pin the fingerprint instead.
- Audit grade
- A, 17 of 17 checks passed
- Kind
- SKILL.md skill
- Repository
- darknecrocities/skillbuilder
- Path
skills/continuous-learning/SKILL.md- Versions recorded
- 2
- Latest version
- git:20261025.ea2b348, committed Oct 25, 2026
- First version recorded
- Oct 25, 2026
- Size
- 3,861 bytes
- Repository stars
- 13
- License
- none declared
Continuous conversational learning protocol (CLP) skill. Persists user corrections and project conventions to .agents/learned_conventions.md to prevent repeating mistakes.
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
# Continuous Conversational Learning (`/continuous-learning`)
> **Philosophy**: *Mistakes happen once; repeating them is unacceptable. Absorb developer corrections immediately, record invariants to disk, and enforce them forever.*
This skill governs the Conversational Learning Protocol (CLP). It turns user corrections, preferred patterns, architecture rules, and repo idioms into persisted project invariants that survive across agent contexts, sub-agent invocations, and session restarts.
---
## 1. The Continuous Learning Cycle
```mermaid
flowchart TD
A["Developer Feedback or Correction"] --> B["1. Signal Detection & Invariant Extraction"]
B --> C["2. Conflict Check against Existing Rules"]
C --> D["3. Write to .agents/learned_conventions.md"]
D --> E["4. Pre-Flight Verification on Every Future Task"]
E --> F["Zero Repeated Mistakes & Constant Alignment"]
```
### 1.1 Detection Signals: When to Record Invariants
Trigger the learning protocol automatically whenever:
1. **Direct Correction**: The user corrects an implementation choice (e.g. *"Use Tailwind v4 instead of v3"*, *"Never use Axios, use native fetch"*).
…Read the whole file at its exact version.
How to install
mdr add darknecrocities/skillbuilder/continuous-learning@sha256:27d1013f2df1e272The line at the top of this page pins the label git:20261025.ea2b348, 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_tjuhzxew4ctqbew7)
2 badge image fetches in 30 days. What the badge shows.
Versions
The registry has recorded 2 versions of this file, all committed on Oct 25, 2026.
| version | committed | commit | size | audit | |
|---|---|---|---|---|---|
| git:20261025.ea2b348 latest | 2026-10-25 | ea2b348 | 3,861 B | A | view · diff |
| git:20261025.d69cffe | 2026-10-25 | d69cffe | 2,077 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 (3861 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
darknecrocities/skillbuilder · 13 stars · license none declared · pushed 2026-10-29 · branch main
API
GET https://markdownregistry.com/api/v1/artifacts/art_tjuhzxew4ctqbew7 GET https://markdownregistry.com/api/v1/resolve?ref=darknecrocities/skillbuilder/continuous-learning GET https://markdownregistry.com/api/v1/blob/27d1013f2df1e27266038c629a2279df357bd5acb8aa8c61e9743f789d475dbe
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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