agents-skills-feedback-loop SKILL.md skillA
agents-skills-feedback-loop from vasilyu1983/ai-agents-public is an agent skill: a SKILL.md folder an AI agent loads when a task calls for it.
mdr add vasilyu1983/ai-agents-public/agents-skills-feedback-loop@v1.6Pins v1.6 in mdr.lock. Pin the fingerprint instead.
- Audit grade
- A, 17 of 17 checks passed
- Kind
- SKILL.md skill
- Repository
- vasilyu1983/ai-agents-public
- Path
skills/universal/agents-skills-feedback-loop/SKILL.md- Versions recorded
- 2
- Latest version
- v1.6, committed Oct 12, 2026
- First version recorded
- Oct 5, 2026
- Size
- 20,375 bytes
- Repository stars
- 101
- License
- MIT
Adds per-skill learnings loops for dated patterns, mistakes, and domain facts. Use when wiring skill memory, consolidation, or drift audits.
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 Skills — Feedback Loop Use this skill to wire a **learnings loop** into another skill so it gets better with use, without rewriting `SKILL.md` automatically. The loop has four moving parts: 1. **`learnings.md`** — raw, append-only, committed. Shared working memory across machines; created on first append via `append_learning.py`, not seeded empty. 2. **`learnings.consolidated.md`** — pruned, dated, committed. Portfolio-grade institutional memory; seeded at wiring time. 3. **`learnings.local.md`** — machine-specific notes, gitignored. Use for one-operator-on-one-machine context that should not propagate. 4. **`scripts/append_learning.py` + `scripts/consolidate.py`** — keep raw entries well-shaped and redacted, and surface recurring ones for human-reviewed consolidation. Pattern provenance and the distinction between this reviewed loop and automatic skill rewriting are in `references/evidence-base.md`; load it before attributing the design to an external source. ## Quick Reference | Task | Read or Run | Outcome | |------|-------------|---------| …
Read the whole file at its exact version.
How to install
mdr add vasilyu1983/ai-agents-public/agents-skills-feedback-loop@sha256:e49523996f8c71a8The line at the top of this page pins the label v1.6, 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_k25z4wr4n454dih3)
2 badge image fetches in 30 days. What the badge shows.
Versions
The registry has recorded 2 versions of this file, between Oct 5, 2026 and Oct 12, 2026, about one every 7 days.
| version | committed | commit | size | audit | |
|---|---|---|---|---|---|
| v1.6 latest | 2026-10-12 | 34b57f4 | 20,375 B | A | view · diff |
| v1.6 | 2026-10-05 | 5db538c | 20,272 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 (20375 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
vasilyu1983/ai-agents-public · 101 stars · license MIT · pushed 2026-10-16 · branch main
API
GET https://markdownregistry.com/api/v1/artifacts/art_k25z4wr4n454dih3 GET https://markdownregistry.com/api/v1/resolve?ref=vasilyu1983/ai-agents-public/agents-skills-feedback-loop GET https://markdownregistry.com/api/v1/blob/e49523996f8c71a84fa0f540dbc6e51b4b267bf31916dbb4cbf74852f7dbaef3
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.