debug-memory SKILL.md skillA
debug-memory from jmagly/aiwg is an agent skill: a SKILL.md folder an AI agent loads when a task calls for it.
mdr add jmagly/aiwg/debug-memory@git:20261028.1b612a5Pins git:20261028.1b612a5 in mdr.lock. Pin the fingerprint instead.
- Audit grade
- A, 17 of 17 checks passed
- Kind
- SKILL.md skill
- Repository
- jmagly/aiwg
- Path
agentic/code/addons/agent-loop/skills/debug-memory/SKILL.md- Versions recorded
- 4
- Latest version
- git:20261028.1b612a5, committed Oct 28, 2026
- First version recorded
- Apr 4, 2026
- Size
- 2,396 bytes
- Repository stars
- 228
- License
- MIT
Query and manage the executable feedback debug memory.
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
# Debug Memory Command Query, analyze, and manage the debug memory from executable feedback loops. ## HITL authorization checkpoints Before any confirmation below, read and apply [agent-loop authorization checkpoints](../../docs/hitl-authorization.md). Call `aiwg config authorization check --action-file "$ACTION_FILE" --target "$TARGET_REPO"` for host-classified effects. Only `auto-authorized` with a signed receipt skips that workflow prompt; retain existing prompts/refusals otherwise. Platform prompts are never bypassed. Limits, regression and threat overrides still require review. ## Instructions Manage the debug memory stored in `.aiwg/ralph/debug-memory/`: ### Subcommand: query Search debug memory for relevant past execution sessions. 1. Search `.aiwg/ralph/debug-memory/sessions/` for matching entries 2. Match by file path, error type, test name, or keyword 3. Display relevant sessions with fix attempts and outcomes 4. Highlight reusable patterns ### Subcommand: patterns Display learned patterns from past debug sessions. 1. Load `.aiwg/ralph/debug-memory/patterns/learned-patterns.yaml` 2. Show pattern frequency, success rate, and applicability …
Read the whole file at its exact version.
How to install
mdr add jmagly/aiwg/debug-memory@sha256:342e919c7c3c2360The line at the top of this page pins the label git:20261028.1b612a5, 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_uy3bjr4tuajlsush)
3 badge image fetches in 30 days. What the badge shows.
Versions
The registry has recorded 4 versions of this file, between Apr 4, 2026 and Oct 28, 2026, about one every 69 days.
| version | committed | commit | size | audit | |
|---|---|---|---|---|---|
| git:20261028.1b612a5 latest | 2026-10-28 | 1b612a5 | 2,396 B | A | view · diff |
| git:20260913.7be8bcf | 2026-09-13 | 7be8bcf | 1,903 B | A | view · diff |
| git:20260404.f8108b9 | 2026-04-04 | f8108b9 | 1,893 B | A | view · diff |
| git:20260404.7958dcc | 2026-04-04 | 7958dcc | 1,877 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 (2396 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
jmagly/aiwg · 228 stars · license MIT · pushed 2026-11-03 · branch main
API
GET https://markdownregistry.com/api/v1/artifacts/art_uy3bjr4tuajlsush GET https://markdownregistry.com/api/v1/resolve?ref=jmagly/aiwg/debug-memory GET https://markdownregistry.com/api/v1/blob/342e919c7c3c2360e27ab0460174255e4a07c8eeb91eb5cfef7f41b1dadb3345
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.