agentic/code/addons/aiwg-utils/skills/feedback/SKILL.md
Submit a bug report, feature request, or feedback to the AIWG GitHub repository — prefills system context automatically
npx skillsauth add jmagly/aiwg feedbackInstall this skill globally with one command. Works with Claude Code, Cursor, and Windsurf.
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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.
Alternate expressions and non-obvious activations (primary phrases are matched automatically from the skill description):
| 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 |
| With context | "file this as a bug: X" | Extract title/body, run aiwg feedback --type bug --title "..." --body "..." |
When triggered:
Extract from conversation (if the user described the issue):
Run the appropriate command:
# Interactive (when type/title/body not clear from context)
aiwg feedback
# With extracted type
aiwg feedback --type bug
# Fully extracted from conversation
aiwg feedback --type bug --title "doctor crashes when .aiwg missing" --body "Running aiwg doctor in a new project with no .aiwg directory causes an unhandled exception..."
# Feature request
aiwg feedback --type feature --title "add --watch flag to aiwg index build" --body "..."
# Doc gap
aiwg feedback --type doc --title "mcp inject workflow not documented" --body "..."
Report the result — confirm the issue was filed or provide the GitHub URL.
User: "aiwg doctor crashes when I run it in a new project — there's an unhandled error about missing .aiwg"
Extraction:
doctor crashes when .aiwg directory is missingAction:
aiwg feedback --type bug \
--title "doctor crashes when .aiwg directory is missing" \
--body "Running aiwg doctor in a project with no .aiwg directory causes an unhandled exception. Steps: 1) Create a new empty directory 2) Run aiwg doctor 3) Error occurs."
User: "I wish aiwg session could pass extra flags directly to the provider binary"
Extraction:
aiwg session: pass-through flags to provider binaryAction:
aiwg feedback --type feature \
--title "aiwg session: pass-through flags to provider binary" \
--body "Would be useful to be able to pass provider-specific flags through aiwg session, e.g. aiwg session -- --verbose"
User: "I have some feedback"
Clarification prompt: "What's the feedback about? (Bug you found, feature you'd like, or something else?)"
Then run interactively:
aiwg feedback
If the user's intent is ambiguous:
data-ai
Report which research-corpus radar sidecars are overdue for refresh. Computes staleness (days since last refresh vs the cadence window) for every radar, sorted most-overdue-first. Runs via `aiwg corpus radar-status`.
data-ai
Aggregate research-corpus radar sidecars into a corpus or per-cluster freshness report — totals, overdue count, per-cluster / per-GRADE / per-trajectory breakdowns, an overdue table, and per-radar rationale snippets. Runs via `aiwg corpus radar-report`.
testing
Scaffold radar/freshness sidecars for research-corpus REFs. Pulls title/authors from the citation sidecar and GRADE from the analysis doc, defaults the refresh cadence from GRADE and the cluster from a corpus-local map, and stamps documentation/radar/REF-XXX-radar.md. Runs via `aiwg corpus radar-init`.
data-ai
Compute an entity's publication trajectory — per-year paper counts, topic drift, hot-streak detection (≥3 consecutive A-grade years), and career phase. Runs via `aiwg corpus profile-temporal`.