Submit a bug report, feature request, or feedback to the AIWG GitHub repository — prefills system context automatically.
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
# AIWG Feedback
Submit a bug report, feature request, doc gap, or general feedback to the AIWG GitHub repository. System context (version, OS, provider, installed frameworks) is collected and prefilled automatically.
## Triggers
Alternate expressions and non-obvious activations (primary phrases are matched automatically from the skill description):
- "report a bug" → bug report
- "something isn't working" → bug report
- "aiwg is broken" → bug report with doctor output
- "request a feature" → feature request
- "this feature is missing" → feature request
- "docs are wrong" / "doc gap" → documentation issue
- "file an issue" → issue submission (type selection prompt)
- "give feedback about aiwg" → general feedback
## Trigger Patterns Reference
| Pattern | Example | Action |
|---------|---------|--------|
| Bug report | "report a bug with aiwg serve" | `aiwg feedback --type bug` |
| Feature request | "request a feature for aiwg" | `aiwg feedback --type feature` |
| Doc gap | "the docs for mcp inject are wrong" | `aiwg feedback --type doc` |
| General | "I have feedback" | `aiwg feedback` |
…
The line at the top of this page pins the label git:20260416.5d7b708, 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.
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 (4207 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
jmagly/aiwg · 229 stars · license MIT · pushed 2026-11-07 · branch main
API
GET https://markdownregistry.com/api/v1/artifacts/art_n7r6j6due5yaw2pc
GET https://markdownregistry.com/api/v1/resolve?ref=jmagly/aiwg/feedback
GET https://markdownregistry.com/api/v1/blob/3d11c27ade4a15249cd36b520aac5f9c6327f4c615d88908b37d497dcb75cebd
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.
jmagly/aiwg · agentic/code/addons/agent-loop/skills/agent-loop-ext/SKILL.md · Crash-resilient external agent loop with state persistence and CI/CD integration
jmagly/aiwg · agentic/code/addons/agent-loop/skills/agent-loop/SKILL.md · Detect requests for iterative autonomous agent loops and route to the appropriate loop executor
jmagly/aiwg · agentic/code/addons/agent-loop/skills/cross-task-learner/SKILL.md · Enable agent loops to learn from similar past tasks and share patterns across loops
jmagly/aiwg · agentic/code/addons/agent-loop/skills/infer-completion-criteria/SKILL.md · Infer measurable completion criteria for an agent-loop task from project docs, code, and AIWG standards when the user…
davepoon/buildwithclaude · plugins/all-skills/skills/feedback/SKILL.md · Turn post-task feedback—even blunt or angry feedback—into an evidence-based, approval-gated improvement plan for the…
bastani-inc/atomic · packages/subagents/skills/feedback/SKILL.md · Draft, revise and post privacy-scrubbed Atomic bug reports or enhancements through ordinary conversation.
suboss87/fdeops · skills/feedback/SKILL.md · Assess a field lesson for reuse or product feedback without exposing customer context. Use for recurring deployment…
lool-ventures/founder-skills · founder-skills/skills/feedback/SKILL.md · Send feedback about founder-skills — report a bug, suggest an idea, ask for help, or share a win. Drafts your message…
starchild-ai-agent/official-skills · monad/feedback/SKILL.md · Submit anonymous feedback to monskills when the agent is stuck, hits the same error repeatedly, finds incorrect or…
