analyze-findings

analyze-findings is a skill for Claude Code from seqra/opentaint. It costs 24 tokens per session (1,264 once invoked), scanned A, original, Apache-2.0.

A static-analysis triage skill for reviewing OpenTaint findings, which are reported possible vulnerabilities in source code.

In plain words
What is it for?
Use it to reconcile rescan results, inspect source-to-sink flows, and assign evidence-based TP or FP verdicts to finding files for a specified programming language.
Why use it?
It separates distinct issues and judges each one as a true positive or false positive using the reported code flow and existing triage records.

Skill for Claude Code

Written for Claude Code: shipped in a Claude Code plugin.

Part of the appsec-workflow plugin — 16 skills shipped together

Good fit Use it to reconcile rescan results, inspect source-to-sink flows, and assign evidence-based TP or FP verdicts to finding files for a specified programming language.

Compare 6 skills from other repositories ↓
Install with agentmods
npx agentmods add skills/seqra/opentaint/analyze-findings
Install

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.

Any agent
npx skills add seqra/opentaint --skill analyze-findings
Clone the repo
git clone --depth 1 https://github.com/seqra/opentaint

Made for: Claude Code.

Or install appsec-workflow, the plugin that ships this one along with the rest of its 16 skills.

Wrote 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.

agentmods badge for analyze-findings

README.md
[![agentmods](https://agentmods.dev/badge/skills/seqra/opentaint/analyze-findings/github.svg)](https://agentmods.dev/skills/seqra/opentaint/analyze-findings)
Your own site
<a href="https://agentmods.dev/skills/seqra/opentaint/analyze-findings"><img src="https://agentmods.dev/badge/skills/seqra/opentaint/analyze-findings/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.

agentmods 80×15 button for analyze-findings

Your own site · 80×15
<a href="https://agentmods.dev/skills/seqra/opentaint/analyze-findings"><img src="https://agentmods.dev/badge/skills/seqra/opentaint/analyze-findings.svg" alt="Reviewed on agentmods" width="80" height="20"></a>
Per session 24 Skills are progressive disclosure: only the name and description are preloaded; the body loads when the skill is used.
When invoked 1,264 The whole file, excluding the scripts and references it only reads on demand.
Security scan A 0 findings. A grade says what 26 rules found in the file — not that it is safe. Third-party audits
  • NVIDIA SkillSpector pass 7 Sept 2026
How audits are shown
Origin original No closer match found in the catalogue.
Token cost

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.

ModelPer sessionOnce invoked
Fable 5.1 $0.00024 $0.01264
Opus 5.5 $0.00010 $0.00506
Sonnet 5.5 $0.00005 $0.00253
Haiku 4.5 $0.00002 $0.00126

Measured 1mo ago against content hash 3fe01120716b, method: parsed. Prices are Anthropic first-party input rates as of 2026-10-07, from the pricing page.

Security

Grade A, and why

analyze-findings 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 1mo 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.

skills/analyze-findings/SKILL.md · 85 lines

How it starts

The opening of the file, as written. The whole thing — 85 lines — stays where its author put it; the contents beside it link to each section on GitHub.

Skill: Analyze Findings

A finding file bundles all of one rule's results. Read each result's code flow, split the bundle into distinct vulnerabilities, and give each a TP/FP verdict on its own evidence

Inputs

Provided by the caller, fall back to the default value when omitted. Ask back only when a required input is missing and has no sensible default

  • project-root (optional) — root of the target project. Opentaint keeps all analysis artifacts under the fixed <project-root>/.opentaint/ directory, so every .opentaint/... path below resolves there. Default: current directory
  • language (required) — target language for this project and language-specific instructions
  • findings (required) — the finding file(s) to triage, each .opentaint/tracking/findings/<name>.yaml bundling one rule's SARIF results in sarif_hashes

Workflow

1. Reconcile before judging

A finding whose notes open with a reconcile line is a rescan result under a rule whose other findings are already triaged — most often the same vulnerability with a shifted hash, not a new one. Before judging it fresh, read the rule's already-triaged finding files and compare flows (source → sink, same essential path): if one matches, move this finding's sarif_hashes into that finding, drop this file, and let the inherited verdict stand — don't re-judge a flow already triaged. Only when no triaged finding matches do you treat it as new and continue below.

2. One result at a time — STOP checklist

For each hash in the bundle, before any verdict, read its raw result from .opentaint/results/report.sarif:

  • find its SARIF result via sarif_hashes — each entry is the leading 16 chars of that result's vulnerabilitySourceSinkHash/vulnerabilityWithTraceHash fingerprint, so match it against the result's fingerprints/partialFingerprints — then read the raw codeFlows[]
  • walk every step, source → hops → sink, confirming it's the same tainted value end to end; confirm the flow against the application source (the built project's own sources under .opentaint/project/sources/) and dependency code, not the trace text alone
  • judge each result on its own trace — no verdict shared across results just because they share the rule

Read the full file on GitHub · 85 lines

Changes

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.

  1. 1mo ago Changed 3fe01120716b
  2. 2mo ago First seen · 85 lines · 24 tokens per session scan A 116cf47af821

Subscribe to this mod's changes

analyze-findings is a skill published in the GitHub repository seqra/opentaint (172 stars, last pushed yesterday), licensed Apache-2.0. It adds 24 tokens to every session and 1,264 once invoked, about $0.0001 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 2026-08-30.

Related

analyze-findings compared with skills from other repositories

analyze-findings next to 6 skills from other repositories
ModTypeStarsLast pushLicenceScanTokensWorks with
analyze-findingsseqra/opentaintSkill172yesterdayApache-2.0A24Claude Code
github-issue-managerexplyt/spring-pluginSkill167yesterdayApache-2.0A100Claude Code, Codex
plugin-code-review-orchestratedexplyt/spring-pluginSkill167yesterdayApache-2.0A72Claude Code, Codex
coding-guardexplyt/spring-pluginSkill167yesterdayApache-2.0A67Claude Code, Codex
review-async-lifecycleexplyt/spring-pluginSkill167yesterdayApache-2.0A66Claude Code, Codex
review-findings-validatorexplyt/spring-pluginSkill167yesterdayApache-2.0A77Claude Code, Codex
review-psi-vfs-indexingexplyt/spring-pluginSkill167yesterdayApache-2.0A73Claude Code, Codex