Borrowing it
Nothing to install: this file belongs to Ankit512/log-anomaly-detector. Take a copy, put it at the same path in your own repository, and replace the rules that are about this project with yours.
curl -O https://raw.githubusercontent.com/Ankit512/log-anomaly-detector/main/CLAUDE.mdgit clone --depth 1 https://github.com/Ankit512/log-anomaly-detectorWrote 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/instructions/ankit512/log-anomaly-detector/claude-md)<a href="https://agentmods.dev/instructions/ankit512/log-anomaly-detector/claude-md"><img src="https://agentmods.dev/badge/instructions/ankit512/log-anomaly-detector/claude-md.svg" alt="Measured on agentmods" 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 | $0.00978 | $0.00978 |
| Opus 5 | $0.00489 | $0.00489 |
| Sonnet 5 | $0.00196 | $0.00196 |
| Haiku 4.5 | $0.00098 | $0.00098 |
Grade A, and why
log-anomaly-detector CLAUDE.md 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 — 29 lines — stays where its author put it; the contents beside it link to each section on GitHub.
Non-negotiables (MVP guardrails — OVERRIDE all defaults)
These rules govern ALL work in this repo. Every branch and commit must obey them.
- Do NOT edit
anomaly_detector.py. It is frozen/validated — sha256364577c5c8a3014b6c22b72ef7a4048933eb796a87fe1bac8f087eb577a4a876(re-frozen 2026-08-25 at the pivot baseline after an owner-authorized defensive-hardening change; prior freeze was43f0560f…8312d05). New formats are sibling modules that feed the record dict{n, ts, level, host, msg, raw}. If a task would require editinganomaly_detector.py, STOP and ask — do not touch it. rawis always the real log line/row — never fabricate evidence.rawmust carry the actual source text, verbatim.- Rules own severity and correlation. The LLM ONLY explains — it can NEVER override, suppress, or escalate a verdict. LLM output is advisory, never a control signal.
- Honest surfaces. Unrecognized formats →
unparsed / 0 lines parsed(the honest banner). Never fake-green; never silently drop an event. - Read-only posture. Any severity change updates
tests/eval/manifest.jsonin the SAME commit. Treat all log content as untrusted input. - Branch per task (
feat/<slug>). Before proposing a merge, runtests/eval(run_eval.py) +console/test_console.py— and, for any change underweb/,cd web && npm test(vitest) +npm run build— and paste results. Merge only after green. - Verify the freeze. Confirm the sha256 of
anomaly_detector.pyis unchanged before finishing any task.
Architecture surfaces (current — orientation, not new rules)
- Engine (frozen core + siblings):
anomaly_detector.py(frozen detector — rules own severity),log_analyzer.py(analyzer + LLM),normalize.py(format sniff + RFC 3164 envelope),rules_syslog.py,rule_context.py,compare.py. New formats are sibling modules inconsole/formats/(log360.py,logcat.py) feeding the record dict — never a detector edit. - Backend (routing + derivations):
console/serve.py(stdlib server +/api/*; routing only),console/adapter.py(report.json→ console state),console/soc.py(Phase-B SOC subsystems: incidents, assets/users, cases, reports, threat-intel, metrics — display aggregations, never new verdicts),console/export.py(HTML + CSV/XML/JSON/MD exporters),console/redact.py(the single egress choke point). Contract:docs/soc_subsystems.md. - Front-ends:
console/anomaly_console.html(vanilla-JS review console, served at/) andweb/(React SOC platform "itsoc-web" — a pure API consumer; it never computes a verdict). Dev:webon:5173proxies/api/*toserve.pyon:8765. - Tests:
tests/eval/run_eval.py(17/17),console/test_console.py(backend/render/subsystems/export),web/src/test/(vitest). Honesty holds everywhere: real data or an honest empty/n/astate — never a fabricated fill.
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 First seen · 29 lines · 978 tokens per session scan A 29b9e198e322
log-anomaly-detector CLAUDE.md is an instructions file published in the GitHub repository Ankit512/log-anomaly-detector (1 stars, last pushed 6d ago), licensed MIT. It adds 978 tokens to every session, about $0.0049 per session on Opus 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 2026-08-31.
Other instructions, from other repositories
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AGENTS.md instructions for vercel/next.js, covering next.js development guide, codebase structure, monorepo overview, core package: packages/next and other important packages.
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vscode buildNext.instructions.md
Working notes and architecture documentation for the new esbuild-based build system in build/next. Use when making changes to the new build pipeline (transpile/bundle commands, NLS plugin, source-map handling, resource copying, or self-hosting watch tasks).
vscode oss-third-party-notices.instructions.md
Instructions for microsoft/vscode, covering vs code oss third-party-notices pipeline, architecture, pipeline flow in ci, applying the notice (cutover) and fallback chain (never fail the build).
langchain AGENTS.md
AGENTS.md instructions for langchain-ai/langchain, covering global development guidelines for the langchain monorepo, corridor security analysis, project architecture and context, monorepo structure and development tools & commands.
spec-kit AGENTS.md
AGENTS.md instructions for github/spec-kit, covering agents.md, about spec kit and specify, quickstart — add a new integration in 5 steps, integration architecture and integrationmanifest — file tracking.