Getting it into your agent
It runs from inside its repository, so the clone comes first — what it calls does not travel with the file alone.
git clone --depth 1 https://github.com/Borda/AI-Rignpx agentmods add skills/borda/ai-rig/challenge-resolveWrote this? Show the measurements
A badge with what this costs and how it scanned, read live from this page, so it follows the numbers instead of freezing them. Markdown for a README, HTML for a documentation site or a project page.
[](https://agentmods.dev/skills/borda/ai-rig/challenge-resolve)<a href="https://agentmods.dev/skills/borda/ai-rig/challenge-resolve"><img src="https://agentmods.dev/badge/skills/borda/ai-rig/challenge-resolve/github.svg" alt="Measured on agentmods" height="20"></a>Or the 80×15 button, for a site that already has a row of RSS and ATOM ones. Only the verdict fits; the numbers stay here.
<a href="https://agentmods.dev/skills/borda/ai-rig/challenge-resolve"><img src="https://agentmods.dev/badge/skills/borda/ai-rig/challenge-resolve.svg" alt="Reviewed on agentmods" width="80" height="20"></a>What it costs to keep this loaded
Counted locally with the o200k_base tokenizer, which is exact for GPT models; Claude uses its own tokenizer and its counts differ. Treat this as one consistent yardstick across the catalogue rather than a bill. Prices are per million input tokens.
| Model | Per session | Once invoked |
|---|---|---|
| Fable 5.1 | $0.00074 | $0.05630 |
| Opus 5.5 | $0.00030 | $0.02252 |
| Sonnet 5.5 | $0.00015 | $0.01126 |
| Haiku 4.5 | $0.00007 | $0.00563 |
Grade A, and why
challenge-resolve scanned grade A with 0 findings against 26 rules in 11 categories — prompt injection, anti-refusal, data exfiltration, privilege escalation, supply chain, agent snooping, system-prompt leakage, SSRF and excessive agency — measured 6d ago.
A static scan of the body, not an audit. Every finding is printed with the line that produced it so you can judge whether it matters here. A mod is markdown that instructs an agent; that is exactly why what it instructs is worth reading.
Nothing flagged
None of the 26 patterns this scan looks for appear in this file: no shell pipes, no recursive deletes, no credential paths, no hidden text, no instruction-override or anti-refusal phrasing, no agent-config snooping. That is not a guarantee, it is the absence of the things that are checkable.
How it starts
The opening of the file, as written. The whole thing — 124 lines — stays where its author put it; the contents beside it link to each section on GitHub.
Before asking, read User Questions.
Challenge and Resolve
Task-size routing follows Proportional Execution; this skill's specialized lifecycle and acceptance checks remain authoritative.
Read, apply ../../shared/adversarial-loop.md before dispatch or edits. That shared procedure owns the algorithm; this entrypoint owns Codex artifacts, the closing gate. Read evidence-contract.md before source capture or reviewer dispatch. Also read Authorized Workflow Execution for authority; Acceptance and recovery and Evidence Rules for evidence limits; Bounded Dispatch Wave, Read-only work and executable probes, Portable Role Routing and Retry And Checkpoint Policy for reviewer admission. Recurrence follows the stop rules in ../../shared/adversarial-loop.md.
Input Schema
{
"goal": "required review-and-fix objective",
"scope_files": ["bounded source paths relevant to the task; discover them when initially unknown"],
"specification": "required behavior or acceptance criteria",
"symptom": "reported problem, feature objective, or preventive review",
"caller_run": "optional existing workflow run to resume",
"done_when": "independent final review is clean and normal checks pass"
}
Begin with independent baseline W_0, then continue only while the unchanged-scope nonnegative integer total score strictly decreases; no arbitrary three-review cap applies. Stricter caller reviewer and retry budgets remain binding. For a problem or feature without named files, inspect the repository to identify and bound the relevant source before freezing a review; a pre-existing implementation can have an empty diff. In-scope feasible fixes are authorized by a review-and-fix request; a structural finding does not authorize scope expansion, public API changes, commits, installs, network access or publication. A caller's stricter scope or admission still applies. The retained request proves delivery of the parent's declared criteria to the challenger; report any uncertainty about interpreting the user's scope instead of claiming machine authentication of natural language.
What ships with it
5 files beside SKILL.md in the same directory: the scripts, references and assets a skill reads on demand. Not counted in the per-session cost; read them before you install if any of them is executable.
What this file has done since we first saw it
Hashed on every crawl. A supply-chain change to an agent config is a question of when, not whether, so the history is kept rather than the latest state alone.
- 6d ago Changed 112d5d8cb4d7
- 12d ago Changed a6b132a68449
- 16d ago Changed · +2 lines 4385e7c08398
- 20d ago Changed c1f19bd7a5f3
- 21d ago Changed · -12 lines · +27 tokens per session 3421f4c16bf0
- 23d ago Changed adeaf80c4a17
- 28d ago Changed eafa8ce9dedf
- 1mo ago Changed 14ec6e562bdc
- 1mo ago Changed · +3 lines b194297ce621
- 1mo ago First seen · 131 lines · 47 tokens per session scan A 8aeae448f3c1
challenge-resolve is a skill published in the GitHub repository Borda/AI-Rig (31 stars, last pushed 2d ago), licensed Apache-2.0. It adds 74 tokens to every session and 5,630 once invoked, about $0.0003 per session on Opus 5.5. A static security scan graded it A with 0 findings. No closer match exists in the catalogue, so it is treated as the original; first seen 2026-09-24.
challenge-resolve compared with skills from other repositories
| Mod | Type | Stars | Last push | Licence | Scan | Tokens | Works with |
|---|---|---|---|---|---|---|---|
| challenge-resolveBorda/AI-Rig | Skill | 31 | 2d ago | Apache-2.0 | A | 74 | Claude Code, Codex |
| morpheusCassioRoos/godfly-skills | Skill | 1 | 5d ago | MIT | A | 0 | Claude Code, Codex |
| adversarial-reviewCassioRoos/godfly-skills | Skill | 1 | 5d ago | MIT | A | 186 | Claude Code |
| sentry-briefCassioRoos/godfly-skills | Skill | 1 | 5d ago | MIT | A | 57 | Claude Code, Codex |
| anomaly-alerthoangsonww/Claude-Code-Agent-Monitor | Skill | 1.2k | 4d ago | MIT | A | 86 | Claude Code, Codex |
| transcript-grephoangsonww/Claude-Code-Agent-Monitor | Skill | 1.2k | 4d ago | MIT | A | 73 | Claude Code, Codex |
| ai-slop-cleanervibeeval/vibecosystem | Skill | 546 | today | MIT | A | 50 | Claude Code, Codex |