~ / rigs / DD-Ching / jwst-anomaly-research

DD-Ching/jwst-anomaly-research

Open, reproducible anomaly discovery in public JWST/MAST data — catalog-first baseline, provenance-tracked, agent-maintained.

↗ GitHub ★ 1 bsd-3-clause updated 1d ago project Claude Code

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ARCHETYPE

Pragmatist

A balanced, no-drama setup: some rules, some tools, nothing extreme.

CONTEXT TAX · EVERY TURN

~5.6k tokens

Moderate · median rig: 2.3k · breakdown

GUARDRAILS

3/5

Blocks destructive commands · Protects secrets · No YOLO mode · details

Copy this rig

# review before running: this installs third-party code
$ npx degit DD-Ching/jwst-anomaly-research/.claude ./rig-jwst-anomaly-research  # inspect, then merge into .claude/

MCP servers are added to Claude Code at local scope; env vars are shown as YOUR_… placeholders — we never store values. Files are fetched with degit into a separate folder so you can review before merging.

Merge into .claude/settings.json (project) or ~/.claude/settings.json (user). Hook commands reference scripts in the source repo — copy those too.

{
  "permissions": {
    "deny": [
      "Bash(gh pr merge * --admin*)",
      "Bash(gh pr merge * --auto*)",
      "Bash(gh pr merge --admin*)",
      "Bash(gh pr merge --auto*)",
      "PowerShell(gh pr merge * --admin*)",
      "PowerShell(gh pr merge * --auto*)",
      "PowerShell(gh pr merge --admin*)",
      "PowerShell(gh pr merge --auto*)",
      "Bash(gh api */merge*)",
      "Bash(gh api *protection*)",
      "Bash(gh api *rulesets*)",
      "Bash(gh api *-X DELETE*)",
      "Bash(gh api *--method DELETE*)",
      "Bash(gh repo delete *)",
      "Bash(gh repo edit *)",
      "Bash(gh secret *)",
      "Bash(gh auth token*)",
      "Bash(gh auth status*-t*)",
      "Bash(gh * --body-file*)",
      "Bash(gh pr * -F *)",
      "Bash(gh issue * -F *)",
      "Bash(gh api *=@*)",
      "Bash(gh api *--input*)",
      "Bash(git diff *--no-index*)",
      "Bash(git push *--force*)",
      "Bash(git push -f*)",
      "Bash(git push * -f*)",
      "Bash(git push * +*)",
      "Bash(git push -uf*)",
      "Bash(git push * -uf*)",
      "Bash(git push -qf*)",
      "Bash(git push * -qf*)",
      "Bash(git push -vf*)",
      "Bash(git push * -vf*)",
      "Bash(git push *--mirror*)",
      "Bash(git push *--all*)",
      "Bash(git push *--delete*)",
      "Bash(git push -d*)",
      "Bash(git push * -d*)",
      "Bash(git push -ud*)",
      "Bash(git push * -ud*)",
      "Bash(git push -qd*)",
      "Bash(git push * -qd*)",
      "Bash(git push * main)",
      "Bash(git push * main *)",
      "Bash(git push *:main)",
      "Bash(git push *:main *)",
      "Bash(git push *refs/heads/main*)",
      "Bash(git filter-branch *)",
      "Bash(git filter-repo *)",
      "Bash(git reflog expire *)",
      "PowerShell(gh api */merge*)",
      "PowerShell(gh api *protection*)",
      "PowerShell(gh api *rulesets*)",
      "PowerShell(gh api *-X DELETE*)",
      "PowerShell(gh api *--method DELETE*)",
      "PowerShell(gh repo delete *)",
      "PowerShell(gh repo edit *)",
      "PowerShell(gh secret *)",
      "PowerShell(gh auth token*)",
      "PowerShell(gh auth status*-t*)",
      "PowerShell(gh * --body-file*)",
      "PowerShell(gh pr * -F *)",
      "PowerShell(gh issue * -F *)",
      "PowerShell(gh api *=@*)",
      "PowerShell(gh api *--input*)",
      "PowerShell(git diff *--no-index*)",
      "PowerShell(git push *--force*)",
      "PowerShell(git push -f*)",
      "PowerShell(git push * -f*)",
      "PowerShell(git push * +*)",
      "PowerShell(git push -uf*)",
      "PowerShell(git push * -uf*)",
      "PowerShell(git push -qf*)",
      "PowerShell(git push * -qf*)",
      "PowerShell(git push -vf*)",
      "PowerShell(git push * -vf*)",
      "PowerShell(git push *--mirror*)",
      "PowerShell(git push *--all*)",
      "PowerShell(git push *--delete*)"
    ]
  }
}

Skills (6)

research-cycle reuse-check vet-candidate w12-lenscats w3-survey w5-counts

Permissions

deny (106)

Bash(gh pr merge * --admin*)

Bash(gh pr merge * --auto*)

Bash(gh pr merge --admin*)

Bash(gh pr merge --auto*)

PowerShell(gh pr merge * --admin*)

PowerShell(gh pr merge * --auto*)

PowerShell(gh pr merge --admin*)

PowerShell(gh pr merge --auto*)

Bash(gh api */merge*)

Bash(gh api *protection*)

Bash(gh api *rulesets*)

Bash(gh api *-X DELETE*)

Bash(gh api *--method DELETE*)

Bash(gh repo delete *)

Bash(gh repo edit *)

Bash(gh secret *)

Bash(gh auth token*)

Bash(gh auth status*-t*)

Bash(gh * --body-file*)

Bash(gh pr * -F *)

Bash(gh issue * -F *)

Bash(gh api *=@*)

Bash(gh api *--input*)

Bash(git diff *--no-index*)

Bash(git push *--force*)

Bash(git push -f*)

Bash(git push * -f*)

Bash(git push * +*)

Bash(git push -uf*)

Bash(git push * -uf*)

Bash(git push -qf*)

Bash(git push * -qf*)

Bash(git push -vf*)

Bash(git push * -vf*)

Bash(git push *--mirror*)

Bash(git push *--all*)

Bash(git push *--delete*)

Bash(git push -d*)

Bash(git push * -d*)

Bash(git push -ud*)

Bash(git push * -ud*)

Bash(git push -qd*)

Bash(git push * -qd*)

Bash(git push * main)

Bash(git push * main *)

Bash(git push *:main)

Bash(git push *:main *)

Bash(git push *refs/heads/main*)

Bash(git filter-branch *)

Bash(git filter-repo *)

Bash(git reflog expire *)

PowerShell(gh api */merge*)

PowerShell(gh api *protection*)

PowerShell(gh api *rulesets*)

PowerShell(gh api *-X DELETE*)

PowerShell(gh api *--method DELETE*)

PowerShell(gh repo delete *)

PowerShell(gh repo edit *)

PowerShell(gh secret *)

PowerShell(gh auth token*)

ask (0)

—

allow (59)

Bash(uv venv *)

Bash(uv pip install *)

Bash(uv pip list *)

Bash(uv pip show *)

Bash(uvx ruff *)

Bash(python -m pytest *)

Bash(python -m ruff *)

Bash(.venv/Scripts/python.exe -m pytest *)

Bash(.venv/Scripts/python.exe -m ruff *)

Bash(.venv/bin/python -m pytest *)

Bash(.venv/bin/python -m ruff *)

Bash(uv run --no-sync python -m pytest *)

Bash(git status *)

Bash(git diff *)

Bash(git log *)

Bash(git show *)

Bash(git fetch *)

Bash(git add *)

Bash(git commit *)

Bash(git switch *)

Bash(git merge origin/main)

Bash(git merge --no-edit origin/main)

Bash(git push -u origin claude/*)

Bash(git push --set-upstream origin claude/*)

Bash(git push origin claude/*)

Bash(git push -u origin batch/*)

Bash(git push --set-upstream origin batch/*)

Bash(git push origin batch/*)

Bash(gh pr create *)

Bash(gh pr list *)

Bash(gh pr view *)

Bash(gh pr checks *)

Bash(gh pr diff *)

Bash(gh pr comment *)

Bash(gh issue list *)

Bash(gh issue view *)

Bash(gh issue comment *)

Bash(gh issue create *)

Bash(gh label create *)

Bash(gh api repos/DD-Ching/jwst-anomaly-research/pulls/*/comments*)

Bash(gh api repos/DD-Ching/jwst-anomaly-research/issues*)

PowerShell(git status *)

PowerShell(git diff *)

PowerShell(git log *)

PowerShell(git fetch *)

PowerShell(git add *)

PowerShell(git commit *)

PowerShell(git switch *)

PowerShell(git push -u origin claude/*)

PowerShell(git push origin claude/*)

PowerShell(gh pr list *)

PowerShell(gh pr view *)

PowerShell(gh pr checks *)

PowerShell(gh issue list *)

PowerShell(gh issue view *)

Bash(gh pr merge *)

Bash(gh release create *)

PowerShell(gh pr merge *)

PowerShell(gh release create *)

Context tax

Instructions: 5.1kMCP tool schemas (est.): 0Skill metadata: 513Subagent metadata: 0

ALWAYS-LOADED FILES (claude-code)

≡

CLAUDE.md · 108 lines · ~2.0k tok · 1 @import (+2.2k)

≡

scripts/CLAUDE.md · 33 lines · ~649 tok

≡

data/manifests/CLAUDE.md · 14 lines · ~215 tok

Estimate: characters ÷ 4 for instruction files and skill/subagent descriptions; MCP schema sizes from typical tool counts. Harnesses with deferred tool loading pay less. Method

Guardrails 3/5

✓

Blocks destructive commands

48 deny/ask rule(s) e.g. Bash(git push *--force*)

✓

Protects secrets

Denies reads like Bash(gh secret *)

✗

Pre-tool screening hook

No PreToolUse hook

✓

No YOLO mode

Permission prompts stay on

✗

Sandbox or ask-first rules

No sandbox and no ask-first rules

Badge

Add to your README:

[![AgentRigs](https://agentrigs.dev/badge/rig/DD-Ching/jwst-anomaly-research.svg)](https://agentrigs.dev/r/DD-Ching/jwst-anomaly-research)

Indexed from commit 09a95f5e42d2 on 2026-10-09. Data is structure only — env values and anything secret-looking are stripped.

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