Getting it into your agent
One page per mod, every tool's command on it. A separate URL per tool would split the same page into five that compete with each other.
npx skills add makifbaysal/tasktrooper --skill security-diff-review-methodgit clone --depth 1 https://github.com/makifbaysal/tasktrooperWrote 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/makifbaysal/tasktrooper/security-diff-review-method)<a href="https://agentmods.dev/skills/makifbaysal/tasktrooper/security-diff-review-method"><img src="https://agentmods.dev/badge/skills/makifbaysal/tasktrooper/security-diff-review-method/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/makifbaysal/tasktrooper/security-diff-review-method"><img src="https://agentmods.dev/badge/skills/makifbaysal/tasktrooper/security-diff-review-method.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 | $0.00044 | $0.01752 |
| Opus 5.5 | $0.00018 | $0.00701 |
| Sonnet 5.5 | $0.00009 | $0.00350 |
| Haiku 4.5 | $0.00004 | $0.00175 |
Grade A, and why
security-diff-review-method scanned grade A with 0 findings against 26 rules in 11 categories — prompt injection, anti-refusal, data exfiltration, privilege escalation, supply chain, agent snooping, system-prompt leakage, SSRF and excessive agency — measured 4d ago.
A static scan of the body, not an audit. Every finding is printed with the line that produced it so you can judge whether it matters here. A mod is markdown that instructs an agent; that is exactly why what it instructs is worth reading.
Nothing flagged
None of the 26 patterns this scan looks for appear in this file: no shell pipes, no recursive deletes, no credential paths, no hidden text, no instruction-override or anti-refusal phrasing, no agent-config snooping. That is not a guarantee, it is the absence of the things that are checkable.
How it starts
The opening of the file, as written. The whole thing — 117 lines — stays where its author put it; the contents beside it link to each section on GitHub.
Security Diff Review Method
Overview
You are reviewing a change, not auditing a repository. The question is: what can an attacker do after this diff that they could not do before? Every finding answers it with a source you can point at, a sink you can point at, and the diff line that connects them.
Core principle: risk first, then evidence. Spend your reading on the files that can hurt someone; trace one real data flow end to end rather than skimming ten.
1. Size Up the Change
The injected diff starts with git diff --stat — every file it lists is under review. Get the base once and reuse it:
base=$(git merge-base HEAD origin/HEAD 2>/dev/null || git merge-base HEAD origin/main)
git diff --stat "$base"
git diff "$base" -- path/to/file # each file the 24,000-byte cut left out
Tier every file before reading any of them closely:
| Tier | What lands here | Depth |
|---|---|---|
| HIGH | auth/session, access checks, crypto, secrets, deserialization, file paths, outbound URLs, shell/exec, SQL/templates, payments, dependency manifests and lockfiles, CI workflows, Dockerfiles, IaC, agent/MCP configs, anything an LLM with tools reads | full source → sink trace |
| MEDIUM | business logic, state changes, new public endpoints or exported functions, new config | trace the inputs it accepts |
| LOW | comments, copy, styling, tests, logging that carries no secret | scan for secrets only |
A refactor is HIGH until you have shown it is LOW: moved code is where a guard silently stays behind.
2. Phase 1 — Repository Context
Before judging new code, learn how this repository already defends itself. A finding is strongest when it says "every neighbour does X, this one does not".
- Auth and access: the middleware group, the
@PreAuthorize/@RolesAllowedconvention, the "load for owner" repository method, the tenant filter. - Input handling: the validator, the query builder, the HTML escaper, the path helper, the URL fetcher with an allowlist.
- Secrets: how config is loaded (env, secret manager), what the logger redacts.
- Deployment shape:
get_project_brief— a public multi-tenant service, an internal tool and a local desktop app have different attackers. It changes severity, never whether you trace.
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.
- 4d ago First seen · 117 lines · 44 tokens per session scan A 5c33b56722a6
security-diff-review-method is a skill published in the GitHub repository makifbaysal/tasktrooper (113 stars, last pushed yesterday), licensed Apache-2.0. It adds 44 tokens to every session and 1,752 once invoked, about $0.0002 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 2026-10-09.
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Agent skill for code-review-swarm - invoke with $agent-code-review-swarm.
agent-swarm-pr
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Agent skill for reviewer - invoke with $agent-reviewer.
agent-code-analyzer
Agent skill for code-analyzer - invoke with $agent-code-analyzer.
agent-pr-manager
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