execute-feedback SKILL.md skillA
execute-feedback 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/execute-feedback@git:20260913.7be8bcfPins git:20260913.7be8bcf 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/execute-feedback/SKILL.md- Versions recorded
- 3
- Latest version
- git:20260913.7be8bcf, committed Sep 13, 2026
- First version recorded
- Apr 4, 2026
- Size
- 2,604 bytes
- Repository stars
- 228
- License
- MIT
Execute tests on generated code and iterate until passing.
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
# Execute Feedback Command
Run executable feedback loop on generated code: execute tests, analyze failures, fix, and retry.
## Instructions
When invoked, perform the executable feedback loop per REF-013 MetaGPT:
1. **Identify Target**
- Load the specified file or recently modified code files
- Determine test framework (jest, pytest, cargo test, go test, etc.)
- Find existing tests or generate test stubs if none exist
2. **Execute Tests**
- Run the specified test command (or auto-detect)
- Capture full output (stdout, stderr, exit code)
- Parse test results: passed, failed, errors, skipped
3. **Analyze Failures**
- For each failing test:
- Extract error type and message
- Identify root cause (null check, type error, logic error, etc.)
- Map to source code location
- Check debug memory for similar past failures
4. **Apply Fixes**
- Generate targeted fix based on root cause analysis
- Apply fix to source code
- Increment attempt counter
5. **Re-Execute**
- Run tests again after fix
- Compare results to previous attempt
- If all pass: record success in debug memory, return
- If still failing: repeat from step 3
…Read the whole file at its exact version.
How to install
mdr add jmagly/aiwg/execute-feedback@sha256:8ca7b10747bcf4dcThe line at the top of this page pins the label git:20260913.7be8bcf, 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_zhth6kcdso5v63dg)
4 badge image fetches in 30 days. What the badge shows.
Versions
The registry has recorded 3 versions of this file, between Apr 4, 2026 and Sep 13, 2026, about one every 81 days.
| version | committed | commit | size | audit | |
|---|---|---|---|---|---|
| git:20260913.7be8bcf latest | 2026-09-13 | 7be8bcf | 2,604 B | A | view · diff |
| git:20260404.f8108b9 | 2026-04-04 | f8108b9 | 2,594 B | A | view · diff |
| git:20260404.7958dcc | 2026-04-04 | 7958dcc | 2,578 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 (2604 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_zhth6kcdso5v63dg GET https://markdownregistry.com/api/v1/resolve?ref=jmagly/aiwg/execute-feedback GET https://markdownregistry.com/api/v1/blob/8ca7b10747bcf4dc2c35d7c8da124a5e694a6288c793578e3da2c31a67af2217
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.