Claw Score
openclaw/openclaw
Audit or refresh OpenClaw maturity scorecard docs from root taxonomy, maturity scores, and QA evidence artifacts without using maintainer discrawl data or committed inventory reports.
Scores a hackathon project 0 to 5 across seven judging dimensions and produces a prioritized fix list for the last hour.
MITAuto-check passed
Install Judge Sim
$ npx skills add MAGA2010/hackathon-run --skill judge-sim -a claude-codeProject install by default; add -g for ~/.claude/skills/.
$ gh skill install MAGA2010/hackathon-run judge-sim --agent claude-codeProject scope by default; add --scope user for a personal install. Needs GitHub CLI 2.90.0 or later (public preview).
$ git clone --depth 1 https://github.com/MAGA2010/hackathon-run.git skills-src && mkdir -p .claude/skills && cp -r skills-src/skills/judge-sim .claude/skills/judge-sim && rm -rf skills-srcUse ~/.claude/skills/ instead of .claude/skills for a personal install. The folder must contain SKILL.md.
Claude Code skills documentation · loads skills from .claude/skills/
Install the "judge-sim" agent skill from https://github.com/MAGA2010/hackathon-run/tree/main/skills/judge-sim into .claude/skills/judge-sim/ in this project. Copy the whole folder (SKILL.md and every file beside it), keep the folder name "judge-sim", then confirm the skill loads.Claude Code copies the folder itself, the same result as the manual copy. Check what it changed before you commit it.
$skill-installer install https://github.com/MAGA2010/hackathon-run/tree/main/skills/judge-simType this inside Codex. $skill-installer <name> installs a curated skill from openai/skills. The installer writes to $CODEX_HOME/skills (default ~/.codex/skills). Restart Codex if the skill does not show up.
$ npx skills add MAGA2010/hackathon-run --skill judge-sim -a codexProject install goes to .agents/skills/; add -g for ~/.codex/skills/.
$ gh skill install MAGA2010/hackathon-run judge-sim --agent codexProject scope by default (.agents/skills/); add --scope user for a personal install.
$ git clone --depth 1 https://github.com/MAGA2010/hackathon-run.git skills-src && mkdir -p .agents/skills && cp -r skills-src/skills/judge-sim .agents/skills/judge-sim && rm -rf skills-srcUse ~/.agents/skills/ instead of .agents/skills for a personal install.
Codex skills documentation · loads skills from .agents/skills/
Install the "judge-sim" agent skill from https://github.com/MAGA2010/hackathon-run/tree/main/skills/judge-sim into .agents/skills/judge-sim/ in this project. Copy the whole folder (SKILL.md and every file beside it), keep the folder name "judge-sim", then confirm the skill loads.Codex copies the folder itself, the same result as the manual copy. Check what it changed before you commit it.
$ npx skills add MAGA2010/hackathon-run --skill judge-sim -a cursorProject install goes to .agents/skills/; add -g for ~/.cursor/skills/.
$ gh skill install MAGA2010/hackathon-run judge-sim --agent cursorProject scope by default (.agents/skills/); add --scope user for a personal install.
$ git clone --depth 1 https://github.com/MAGA2010/hackathon-run.git skills-src && mkdir -p .cursor/skills && cp -r skills-src/skills/judge-sim .cursor/skills/judge-sim && rm -rf skills-srcUse ~/.cursor/skills/ instead of .cursor/skills for a personal install.
Cursor skills documentation · loads skills from .cursor/skills/, .agents/skills/, .claude/skills/, .codex/skills/
Install the "judge-sim" agent skill from https://github.com/MAGA2010/hackathon-run/tree/main/skills/judge-sim into .cursor/skills/judge-sim/ in this project. Copy the whole folder (SKILL.md and every file beside it), keep the folder name "judge-sim", then confirm the skill loads.Cursor copies the folder itself, the same result as the manual copy. Check what it changed before you commit it.
$ gemini skills install https://github.com/MAGA2010/hackathon-run.git --path skills/judge-sim--scope user (default) or --scope workspace; --path is the subfolder of the repo that holds the skill; --consent skips the security confirmation prompt.
$ npx skills add MAGA2010/hackathon-run --skill judge-sim -a gemini-cliProject install goes to .agents/skills/; add -g for ~/.gemini/skills/.
$ gh skill install MAGA2010/hackathon-run judge-sim --agent gemini-cliProject scope by default (.agents/skills/); add --scope user for a personal install.
$ git clone --depth 1 https://github.com/MAGA2010/hackathon-run.git skills-src && mkdir -p .gemini/skills && cp -r skills-src/skills/judge-sim .gemini/skills/judge-sim && rm -rf skills-srcUse ~/.gemini/skills/ instead of .gemini/skills for a personal install, then run /skills reload.
Gemini CLI skills documentation · loads skills from .gemini/skills/, .agents/skills/
Install the "judge-sim" agent skill from https://github.com/MAGA2010/hackathon-run/tree/main/skills/judge-sim into .gemini/skills/judge-sim/ in this project. Copy the whole folder (SKILL.md and every file beside it), keep the folder name "judge-sim", then confirm the skill loads.Gemini CLI copies the folder itself, the same result as the manual copy. Check what it changed before you commit it.
$ gh skill install MAGA2010/hackathon-run judge-simInstalls for Copilot at project scope by default; add --scope user for a personal install. Preview a skill first with gh skill preview. Needs GitHub CLI 2.90.0 or later (public preview).
$ npx skills add MAGA2010/hackathon-run --skill judge-sim -a github-copilotProject install goes to .agents/skills/; add -g for ~/.copilot/skills/.
$ git clone --depth 1 https://github.com/MAGA2010/hackathon-run.git skills-src && mkdir -p .github/skills && cp -r skills-src/skills/judge-sim .github/skills/judge-sim && rm -rf skills-srcUse ~/.copilot/skills/ instead of .github/skills for a personal install. Commit .github/skills so cloud agent and code review can use it.
GitHub Copilot skills documentation · loads skills from .github/skills/, .claude/skills/, .agents/skills/
Install the "judge-sim" agent skill from https://github.com/MAGA2010/hackathon-run/tree/main/skills/judge-sim into .github/skills/judge-sim/ in this project. Copy the whole folder (SKILL.md and every file beside it), keep the folder name "judge-sim", then confirm the skill loads.GitHub Copilot copies the folder itself, the same result as the manual copy. Check what it changed before you commit it.
$ npx skills add MAGA2010/hackathon-run --skill judge-sim -a opencodeOpenCode documents no install command of its own. Project install goes to .agents/skills/; add -g for ~/.config/opencode/skills/.
$ gh skill install MAGA2010/hackathon-run judge-sim --agent opencodeProject scope by default (.agents/skills/); add --scope user for a personal install.
$ git clone --depth 1 https://github.com/MAGA2010/hackathon-run.git skills-src && mkdir -p .opencode/skills && cp -r skills-src/skills/judge-sim .opencode/skills/judge-sim && rm -rf skills-srcUse ~/.config/opencode/skills/ instead of .opencode/skills for a personal install.
OpenCode skills documentation · loads skills from .opencode/skills/, .claude/skills/, .agents/skills/
Install the "judge-sim" agent skill from https://github.com/MAGA2010/hackathon-run/tree/main/skills/judge-sim into .opencode/skills/judge-sim/ in this project. Copy the whole folder (SKILL.md and every file beside it), keep the folder name "judge-sim", then confirm the skill loads.OpenCode copies the folder itself, the same result as the manual copy. Check what it changed before you commit it.
Facts
- Skill name
judge-sim- GitHub stars
- 411
- Token cost
- ~970 tokens
- SKILL.md length
- 314 words
- Files
- 2 (incl. scripts)
- Skills in repo
- 15
- Repo updated
- First seen
- Licence
- MIT
At a glance
Scores a hackathon project 0 to 5 across seven judging dimensions and produces a prioritized fix list for the last hour.
- Works in 4 steps: Score seven dimensions → For each dimension, output → Compute fix priorities → …
- Pre-submission self-review to surface the weak points judges will attack
- SKILL.md covers Input contract, Execution, Output contract and Acceptance criteria, plus 2 more sections
- Runs Python scripts from its folder
What it does
Judge Sim is an agent skill from MAGA2010/hackathon-run. Scores a hackathon project 0 to 5 across seven judging dimensions and produces a prioritized fix list for the last hour. Use for pre-submission self-review to surface the weak points judges will attack.
Its SKILL.md is about 970 tokens, which your agent loads only when the skill is triggered. The skill folder holds 2 other files, including scripts (for example `scripts/score.py`).
The licence is MIT.
When your agent uses it
- Pre-submission self-review to surface the weak points judges will attack
Example prompts
- “Use the judge-sim skill to score a hackathon project 0 to 5 across seven judging dimensions and produces a prioritized fix list for the last hour”
- “/judge-sim”
Requirements
- Python 3
Workflow steps
4 steps, taken from the step headings in SKILL.md.
What it can do on your machine
Read from SKILL.md and the folder at commit de3bcfb. It shows what the files ask for, not the result of running them.
Tool permissions
Pre-approves nothing: there is no allowed-tools line, so your agent's usual permission prompts apply.
From allowed-tools in the SKILL.md frontmatter.
Runs code
Ships 1 file in scripts/ (Python), which the agent can run.
From the folder's file list and the shell code blocks in SKILL.md.
Network
No URLs in SKILL.md.
From URLs in SKILL.md, links to its own repository left out.
Credentials
Names no API keys, tokens, secrets or passwords.
From names ending in _API_KEY, _TOKEN, _SECRET, _KEY or _PASSWORD in SKILL.md.
Context cost
Judge Sim loads about 970 tokens when it runs. Until then it costs about 53 tokens; SKILL.md has 314 words of instructions outside code blocks.
Estimates: characters ÷ 4, the usual rule of thumb; real counts depend on the model's tokenizer. Scripts and assets cost tokens only if the agent reads them.
Safety
Auto-check passed
The automated check found no risky patterns in SKILL.md.
Automated static check — not a guarantee. Review scripts before installing. It scans the text of SKILL.md for risky patterns (piping downloads into a shell, reading credential files, hidden Unicode, destructive commands); the scripts in this folder are not scanned.
SKILL.md
The full file from MAGA2010/hackathon-run at commit de3bcfb, republished under its MIT licence (© MAGA2010). 314 words, ~970 tokens.
Download SKILL.mdSave it as
.claude/skills/judge-sim/SKILL.md (or your agent's skills folder). This skill also uses 1 other file; get the full folder from GitHub.- name
- judge-sim
- description
- Scores a hackathon project 0 to 5 across seven judging dimensions and produces a prioritized fix list for the last hour. Use for pre-submission self-review to surface the weak points judges will attack.
- when_to_use
- Trigger when the user is about to submit, wants feedback before the final hour, or asks "how would judges score this". Do not invoke before the demo path…
- version
- 1
- category
- judging
- tags
- scoring, 7-dimensions, feedback
- dependencies
- demo-coach
- side_effects
- review
- triggers
- how would judges score, pre-submission review, judge this, what would judges say, review my submission
- capabilities
- fs_read, fs_write, net, env
judge-sim
Input contract
Required:
repo_root: project root.hackathon/state/plan.json(preferred; uses demo_path and KEEP list).hackathon/state/demo.json(preferred; uses one_liner)
Optional:
time_remaining_minutes: influences the fix priority listHACKATHON_JUDGE_BACKEND: optional HTTP endpoint for an LLM judge; the script POSTs the state inputs and uses the returned scores. Any failure falls back to the heuristic scorer.HACKATHON_JUDGE_TIMEOUT_SECONDS: request timeout for the backend (default 3).
Execution
1. Score seven dimensions
Each dimension: 0 (catastrophic) to 5 (excellent).
| Dimension | What judges look for |
|---|---|
| problem_clarity | Is the pain obvious in 10 seconds? |
| originality | Is this novel vs. existing solutions? |
| completeness | Does the demo path actually work? |
| technical_depth | Is the implementation non-trivial? |
| demo_quality | Is the pitch tight and rehearsed? |
| business_value | Would someone pay / use this? |
| submission_readiness | README, run steps, secret hygiene? |
2. For each dimension, output
score: 0..5deduction_reason: one line why not higherjudge_questions: 2–3 likely questionsimprovements: 1–3 concrete actions
3. Compute fix priorities
Three buckets:
- FIX_NOW: changes that take < 30 min and improve any score
- FIX_LAST_10MIN: cosmetic / typo-level changes only
- DO_NOT_TOUCH: things that look fixable but risk breaking the demo
4. Hard rule
If .hackathon/state/verify.json last status is fail, any
dimension scoring above 3 is invalid. Cap them at 3 and explain.
Output contract
Files written:
.hackathon/state/review.json(matchessrc/state/schemas/review.schema.json).hackathon/artifacts/judge-feedback.md(human-readable review)
Acceptance criteria
- Provides per-dimension score (0-5).
- Provides deduction_reason per dimension.
- Provides improvement suggestions per dimension.
- Distinguishes FIX_NOW / FIX_LAST_10MIN / DO_NOT_TOUCH.
- Caps dimensions at 3 when verify status is fail.
- Outputs a single overall score (mean).
Failure modes
| Mode | Behavior |
|---|---|
No demo.json | Refuse; ask to run demo-coach first |
plan.json missing | Continue, but note "demo not derived from a known plan" |
| All 7 scores = 5 | Refuse to rubber-stamp; ask the human to challenge one score |
| All 7 scores = 0 | Refuse to dunk; ask the human to confirm |
Trigger phrases
- "how will judges score us"
- "what will the judges ask"
- "is this competitive"
- "final review before submit"
- "what should I fix"
© MAGA2010, MIT. Rendered from Markdown: HTML in the file is shown as text, images as links, and headings moved down two levels. Raw file
Files
SKILL.md and 1 other file (scripts) in skills/judge-sim of MAGA2010/hackathon-run.
- SKILL.md
- scripts/score.py
Open the folder on GitHubat commit de3bcfb
Compare with similar skills
Judge Sim next to the 5 skills that share the most tags, products or categories with it. Stars are the repository's; “used in” counts other GitHub owners with a copy.
| Skill | Stars | Used in | Tokens | Auto-check | Licence | Repo updated |
|---|---|---|---|---|---|---|
| Judge Sim this skillMAGA2010/hackathon-run | 411 | — | ~970 | Automated safety check: Pass | MIT | |
| Claw Scoreopenclaw/openclaw | 392k | — | ~2.5k | Automated safety check: Pass | MIT | |
| Harness Scoreruvnet/ruflo | 74k | — | ~605 | Automated safety check: Notes | MIT | |
| Sim Helmsimstudioai/sim | 30k | — | ~2.2k | Automated safety check: Pass | Apache-2.0 | |
| Score Evalsickn33/agentic-awesome-skills | 47k | 1 repos | ~304 | Automated safety check: Pass | MIT | |
| UI Scoresickn33/agentic-awesome-skills | 47k | 1 repos | ~1.8k | Automated safety check: Pass | MIT |
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Harness Score
ruvnet/ruflo
5-dimension harness readiness scorecard from metaharness score {path}.
Sim Helm
simstudioai/sim
Install, upgrade, and operate the Sim Helm chart on Kubernetes.
Score Eval
sickn33/agentic-awesome-skills
Imported skill score-eval from upstream source. An agent skill from sickn33/agentic-awesome-skills.
UI Score
sickn33/agentic-awesome-skills
Score a UI file's design quality 0-100 against StyleSeed's design language — per-category breakdown, the worst offenders, and a prioritized fix list.
Judge
NeoLabHQ/context-engineering-kit
Launch a meta-judge then a judge sub-agent to evaluate results produced in the current conversation
More from MAGA2010/hackathon-run
All 15 skills in this repoDecision Log
MAGA2010/hackathon-run
Writes every KEEP/CUT/DEFER/PIVOT scope decision into an append-only team log with rationale, author, and timestamp.
Demo Coach
MAGA2010/hackathon-run
Drafts a 30, 60, or 90-second pitch script for the demo, structured as opening, pain, product, action, result, close.
Scope Knife
MAGA2010/hackathon-run
Forces a KEEP, CUT, or DEFER decision on every feature when scope is too large, no MVP consensus exists, or time is running out.
Time Box
MAGA2010/hackathon-run
Allocates time across the hackathon lifecycle (idea - scope - build - verify - demo - ship) and warns before each deadline slips.
Fast Verify
MAGA2010/hackathon-run
Verifies the demo path runs end-to-end by executing each step in order, recording the actual outcome, and stopping at the first failure with a diagnostic.
Pivot
MAGA2010/hackathon-run
Detects a mid-build scope change and re-runs scope-knife against the new direction without losing prior progress.
Questions about Judge Sim
What does Judge Sim do?
Scores a hackathon project 0 to 5 across seven judging dimensions and produces a prioritized fix list for the last hour. Judge Sim is an agent skill from MAGA2010/hackathon-run. Scores a hackathon project 0 to 5 across seven judging dimensions and produces a prioritized fix list for the last hour.
When should I use Judge Sim?
Judge Sim fits situations like: pre-submission self-review to surface the weak points judges will attack.
How do I install Judge Sim in Claude Code?
Run `npx skills add MAGA2010/hackathon-run --skill judge-sim -a claude-code`. Or copy the skill folder (skills/judge-sim in MAGA2010/hackathon-run) into .claude/skills/judge-sim in your project. Claude Code loads it when a task matches its description.
How do I install Judge Sim in Codex?
Run `npx skills add MAGA2010/hackathon-run --skill judge-sim -a codex`. Or copy the skill folder (skills/judge-sim in MAGA2010/hackathon-run) into .agents/skills/judge-sim in your project. Codex loads it when a task matches its description.
Can I use Judge Sim in Cursor, Gemini CLI or GitHub Copilot?
Cursor, Gemini CLI, GitHub Copilot and OpenCode also load SKILL.md folders. With the skills CLI, run `npx skills add MAGA2010/hackathon-run --skill judge-sim -a cursor` (or -a gemini-cli, github-copilot or opencode for the others). To copy it by hand, put the folder in .cursor/skills/judge-sim, .gemini/skills/judge-sim, .github/skills/judge-sim and .opencode/skills/judge-sim in your project.
What does Judge Sim need to run?
Going by SKILL.md and its folder, Judge Sim needs Python for the scripts in its folder. Our summary lists: Python 3.
Does Judge Sim access the network?
SKILL.md contains no URLs. Any network use would come from the scripts or tools the agent runs. This is read from the text; nothing was executed.
Is Judge Sim safe to install?
Our automated static check of SKILL.md found no risky patterns, such as piping downloads into a shell, reading credential files or hidden Unicode. It is not a guarantee. The check reads SKILL.md only: the scripts in the folder are not scanned, so read them before running anything.
What licence does Judge Sim use?
Judge Sim is published under the MIT licence (the repository's licence). It allows redistribution, so the full SKILL.md is shown on this page.
How many tokens does Judge Sim use?
About 970 tokens (SKILL.md is roughly 3.9k characters). Agents keep only the skill's name and description in context until a task matches; then they load SKILL.md in full.
What are the alternatives to Judge Sim?
Skills that share tags, products or a category with Judge Sim: Claw Score (openclaw/openclaw, 392k stars), Harness Score (ruvnet/ruflo, 74k stars), Sim Helm (simstudioai/sim, 30k stars) and Score Eval (sickn33/agentic-awesome-skills, 47k stars). The comparison table on this page puts their stars, adoption, token cost, safety result and licence side by side.
Who maintains Judge Sim?
MAGA2010 (a GitHub user) maintains it in MAGA2010/hackathon-run, which has 411 GitHub stars. The repository holds 15 skills in this directory. The repository was last updated on October 7, 2026.
Source: MAGA2010/hackathon-run on GitHub. Facts on this page come from the repository at the commit we read; the author's words are quoted as theirs.