AI Slop Code RIsk Monitor

elementalsouls/Claude-BugHunter

A Claude Code skill bundle for bug hunting and external red-team work - 82 skills, 15 slash commands, 681 disclosed-report patterns curated across 24 core vulnerability classes, plus enterprise identity + infrastructure attack matrices.

12.7 Moderate pattern signal View on GitHub

Maintenance and Governance Review

This report summarizes scanner evidence for elementalsouls/Claude-BugHunter, a Python project with 4,947 GitHub stars. SynthScan examined 59,118 lines of code across 263 source files, recording 379 pattern matches distributed across 15 syntactic categories. The legacy adjusted pattern signal is 12.7 (Moderate pattern signal); it is not an authorship estimate.

Use the findings to ask whether maintainers can explain intent, verify dependencies, simplify unnecessary scaffolding, and focus review effort. Risk Payload v1 adds ownership, supply-chain, over-engineering, and review-effort vectors when available. These are prompts for human verification, not probabilities, security findings, or measured maintenance costs.

12.7
Adjusted Signal
12.7
Raw Pattern Score
100%
Time Factor
2026-10-11
Last Push
4.9K
Stars
Python
Language
59.1K
Lines of Code
263
Files
379
Pattern Hits
2026-10-12
Scan Date
0.08
HC Hit Rate

Risk Review · v3

Use each vector to guide manual verification of the underlying findings.

Cognitive Ownership Risk 24.7/100 · LOW

Can maintainers explain intent, assumptions, and trade-offs? 180 finding(s).

Hallucinated Dependency & Supply Chain Risk 7.2/100 · LOW

Are imports declared and package/API names verified? 33 finding(s).

Agent Over-Engineering Ratio 24.5/100 · LOW

Are wrappers, guards, and repeated structures necessary? 171 finding(s).

PR Review Velocity Impact 44.3/100 · MEDIUM

Which changes need focused human review? 379 finding(s).

What These Metrics Mean

Adjusted Signal
Legacy pattern score normalized per 1,000 scanned lines and multiplied by the repository-level time factor. It is not an estimate of AI authorship.
Raw Pattern Score
Sum of severity- and context-weighted pattern findings before applying the time factor.
Time Factor
A coarse multiplier based on repository last-push metadata. It does not identify when individual code was written.
Pattern Hits
Count of configured pattern findings. Review each location and surrounding code before acting.
HC Hit Rate
High- and critical-severity findings per scanned file. Severity is a configured detector weight, not proof of a vulnerability or authorship.
Lines / Files
Scan coverage denominators used by the legacy normalized score.

Pattern-Signal History

This chart tracks the legacy adjusted pattern score across scan runs. Changes can reflect source changes, scan coverage, or detector/scoring versions; they do not measure AI adoption or prove that a team refactored code. Compare runs only when their scoring versions are compatible. The dashed line tracks the raw pattern-hit count.

Severity Breakdown

Groups findings by configured severity weight. Severity is not a confidence estimate, security rating, or proof that a package is missing. Verify imports against the project's manifests and inspect each finding in its local design context.

CRITICAL 2HIGH 18MEDIUM 102LOW 257

Directory Score Breakdown

This horizontal bar chart shows where configured pattern scores accumulate across directories. Treat the bars as locations to inspect, not as evidence of authorship or code quality. Use the file-level findings to decide whether a directory needs a focused ownership, dependency, complexity, or review check.

Pattern Findings

The scanner identified 379 distinct pattern matches across 15 syntactic categories. Each entry below represents a discrete location in the source code where the engine recorded a detector match to inspect in context. Expand any category row to inspect the individual file paths, line numbers, code snippets, and the lexical context (CODE, COMMENT, or STRING) in which each match was detected.

Reading the findings table: The Severity column indicates the configured finding weight (CRITICAL / HIGH / MEDIUM / LOW). The Context column identifies whether the match occurred inside executable code, an inline comment, or a string literal — legacy comment-context matches receive a ×1.5 score weight. The ⚡ bolt icon marks clustered matches: three or more patterns within a 10-line window, each receiving an additional ×1.5 density multiplier under the legacy scoring model.

Structural Annotation Overuse120 hits · 244 pts
SeverityFileLineSnippetContext
LOW⚡docs/disclosed-reports/hunt-session.md13# Step 1: Set attacker-controlled session ID (pre-auth request)COMMENT
LOW⚡docs/disclosed-reports/hunt-session.md17# Step 2: Social engineer admin to open:COMMENT
LOW⚡docs/disclosed-reports/hunt-session.md20# Step 3: After admin logs in with attacker's session ID, use it:COMMENT
LOW⚡docs/verification/phase2e-jwt-graphql-race.md41# Step 1: legit user token (Alice, role=user)COMMENT
LOW⚡docs/verification/phase2e-jwt-graphql-race.md46# Step 2: admin endpoint correctly denies AliceCOMMENT
LOW⚡docs/verification/phase2e-jwt-graphql-race.md50# Step 3: forge an alg=none token claiming role=adminCOMMENT
LOW⚡docs/verification/phase2e-jwt-graphql-race.md59# Step 4: submit forged tokenCOMMENT
LOWdocs/verification/phase2e-jwt-graphql-race.md95# Step 1: introspectionCOMMENT
LOWdocs/verification/phase2e-jwt-graphql-race.md118# Step 2: query post id=1 (admin's secret notes) — no auth required, no ownership checkCOMMENT
LOWdocs/verification/phase2j-cloud-localstack.md129# Step 1: confirm the key works + identify principalCOMMENT
LOWdocs/verification/phase2j-cloud-localstack.md147# Step 2: walk visible buckets (cloud-iam-deep §"discover scope")COMMENT
LOWdocs/verification/phase2j-cloud-localstack.md159# Step 3: AssumeRole — the cloud-iam-deep "STS chaining" primitiveCOMMENT
LOW⚡docs/verification/juice-shop-2026-05-15.md76# Step 1: register attacker (User B)COMMENT
LOW⚡docs/verification/juice-shop-2026-05-15.md81# Step 2: log in as User B, capture token + own basket idCOMMENT
LOW⚡docs/verification/juice-shop-2026-05-15.md89# Step 3: try to read basket id=1 (admin's basket)COMMENT
LOW⚡docs/verification/phase2f-ssti-oauth-fileupload.md40# Step 1: Detection probeCOMMENT
LOW⚡docs/verification/phase2f-ssti-oauth-fileupload.md48# Step 2: Full RCE via cycler-init-globals walker (canonical Jinja2 escape)COMMENT
LOWdocs/verification/phase2f-ssti-oauth-fileupload.md62# Step 3: Flask config dumpCOMMENT
LOW⚡docs/verification/phase2i-llm-ato.md181# Step 1: attacker has Bob's session (assume cookie theft from prior XSS)COMMENT
LOW⚡docs/verification/phase2i-llm-ato.md184# Step 2: attacker changes the email — no re-auth requiredCOMMENT
LOW⚡docs/verification/phase2i-llm-ato.md188# Step 3: attacker requests password reset for the NEW emailCOMMENT
LOWcommands/web3-audit.md18## Step 0: Pre-Dive Kill SignalsCOMMENT
LOWcommands/web3-audit.md39## Step 1: Accounting State Desynchronization (28% of Criticals)COMMENT
LOWcommands/web3-audit.md54## Step 2: Access Control (19% of Criticals)COMMENT
LOWcommands/web3-audit.md73## Step 3: Incomplete Code Path (17% of Criticals)COMMENT
LOWcommands/web3-audit.md89## Step 4: Off-By-One (22% of Highs)COMMENT
LOWcommands/web3-audit.md104## Step 5: Oracle / Price ManipulationCOMMENT
LOWcommands/web3-audit.md122## Step 6: ERC4626 VaultsCOMMENT
LOWcommands/web3-audit.md134## Step 7: ReentrancyCOMMENT
LOW⚡commands/web3-audit.md147## Step 8: Flash Loan Oracle ManipulationCOMMENT
LOW⚡commands/web3-audit.md155## Step 9: Signature ReplayCOMMENT
LOW⚡commands/web3-audit.md164## Step 10: Proxy / UpgradeCOMMENT
LOWcommands/recon.md34### Step 1: Subdomain EnumerationCOMMENT
LOWcommands/recon.md52### Step 2: Live Host DiscoveryCOMMENT
LOWcommands/recon.md64### Step 3: URL CrawlCOMMENT
LOWcommands/recon.md79### Step 4: Classify URLsCOMMENT
LOWcommands/recon.md135### Step 5: Nuclei ScanCOMMENT
LOWcommands/recon.md167### Step 6: JS Secret ScanCOMMENT
LOWcommands/recon.md189### Step 7: Subdomain Takeover CheckCOMMENT
LOWcommands/recon.md199### Step 8: Source Leak Quick Wins (30 seconds, often Critical)COMMENT
LOWcommands/recon.md230### Step 9: DNS & TLS Quick ChecksCOMMENT
LOWcommands/token-scan.md19## Step 0: Quick Kill SignalsCOMMENT
LOWcommands/token-scan.md33## Step 1: Optional Automated ScannerCOMMENT
LOWcommands/token-scan.md49## Step 2: Hidden Mint CheckCOMMENT
LOW⚡commands/token-scan.md60## Step 3: Honeypot CheckCOMMENT
LOW⚡commands/token-scan.md70## Step 4: Fee Manipulation CheckCOMMENT
LOW⚡commands/token-scan.md79## Step 5: LP Drain CheckCOMMENT
LOW⚡commands/token-scan.md88## Step 6: Bonding Curve CheckCOMMENT
LOW⚡commands/token-scan.md96## Step 7: Authority Check (Solana)COMMENT
LOW⚡commands/token-scan.md106## Step 8: Fake Renounce CheckCOMMENT
LOW⚡commands/token-scan.md115## Step 9: Sandwich Amplification CheckCOMMENT
LOW⚡skills/meme-coin-audit/SKILL.md189 // Step 1: Victim buys tokensCOMMENT
LOW⚡skills/meme-coin-audit/SKILL.md194 // Step 2: Owner mints and dumpsCOMMENT
LOW⚡skills/meme-coin-audit/SKILL.md202 // Step 3: Victim's tokens are now worthlessCOMMENT
LOW⚡skills/meme-coin-audit/SKILL.md207 // Step 1: Victim buysCOMMENT
LOW⚡skills/meme-coin-audit/SKILL.md212 // Step 2: Owner blacklists victimCOMMENT
LOW⚡skills/meme-coin-audit/SKILL.md217 // Step 3: Victim cannot sellCOMMENT
LOW⚡skills/meme-coin-audit/SKILL.md225 // Step 1: Verify initial fee is lowCOMMENT
LOW⚡skills/meme-coin-audit/SKILL.md228 // Step 2: Owner sets fee to 99%COMMENT
LOW⚡skills/meme-coin-audit/SKILL.md232 // Step 3: Victim sells — loses 99% to feesCOMMENT
60 more matches not shown…
Decorative Section Separators82 hits · 188 pts
SeverityFileLineSnippetContext
MEDIUM⚡cbh/cli.py75# ============================================================COMMENT
MEDIUM⚡cbh/cli.py77# ============================================================COMMENT
MEDIUM⚡cbh/cli.py188# ============================================================COMMENT
MEDIUM⚡cbh/cli.py190# ============================================================COMMENT
MEDIUMcbh/cli.py394# ============================================================COMMENT
MEDIUMcbh/cli.py396# ============================================================COMMENT
MEDIUMcbh/cli.py459# ============================================================COMMENT
MEDIUMcbh/cli.py461# ============================================================COMMENT
MEDIUMcbh/cli.py595# ============================================================COMMENT
MEDIUMcbh/cli.py597# ============================================================COMMENT
MEDIUMcbh/cli.py660# ============================================================COMMENT
MEDIUMcbh/cli.py662# ============================================================COMMENT
MEDIUMcbh/cli.py823# ============================================================STRING
MEDIUMcbh/cli.py825# ============================================================STRING
MEDIUMcbh/cli.py875# ============================================================STRING
MEDIUMcbh/cli.py877# ============================================================STRING
MEDIUMdocs/verification/hardened-lab/app.py107# ============================================================STRING
MEDIUMdocs/verification/hardened-lab/app.py109# ============================================================STRING
MEDIUMdocs/verification/hardened-lab/app.py148# ============================================================STRING
MEDIUMdocs/verification/hardened-lab/app.py150# ============================================================STRING
MEDIUMdocs/verification/hardened-lab/app.py172# ============================================================STRING
MEDIUMdocs/verification/hardened-lab/app.py174# ============================================================STRING
MEDIUMdocs/verification/hardened-lab/app.py192# ============================================================STRING
MEDIUMdocs/verification/hardened-lab/app.py194# ============================================================STRING
MEDIUMdocs/verification/hardened-lab/app.py221# ============================================================STRING
MEDIUMdocs/verification/hardened-lab/app.py223# ============================================================STRING
MEDIUMdocs/verification/hardened-lab/app.py241# ============================================================STRING
MEDIUMdocs/verification/hardened-lab/app.py243# ============================================================STRING
MEDIUMdocs/verification/hardened-lab/app.py260# ============================================================STRING
MEDIUMdocs/verification/hardened-lab/app.py262# ============================================================STRING
MEDIUMdocs/verification/phase2i-lab/app.py26# ============================================================COMMENT
MEDIUMdocs/verification/phase2i-lab/app.py28# ============================================================COMMENT
MEDIUMdocs/verification/phase2i-lab/app.py131# ============================================================COMMENT
MEDIUMdocs/verification/phase2i-lab/app.py133# ============================================================COMMENT
MEDIUMdocs/verification/phase3-playwright/target_app.py14# ============================================================COMMENT
MEDIUMdocs/verification/phase3-playwright/target_app.py18# ============================================================COMMENT
MEDIUMdocs/verification/phase3-playwright/target_app.py45# ============================================================STRING
MEDIUMdocs/verification/phase3-playwright/target_app.py47# ============================================================STRING
MEDIUMdocs/verification/phase3-playwright/target_app.py76# ============================================================STRING
MEDIUMdocs/verification/phase3-playwright/target_app.py80# ============================================================STRING
MEDIUMdocs/verification/phase2g-lab/app.py41# ============================================================COMMENT
MEDIUMdocs/verification/phase2g-lab/app.py43# ============================================================COMMENT
MEDIUMdocs/verification/phase2g-lab/app.py124# ============================================================COMMENT
MEDIUMdocs/verification/phase2g-lab/app.py126# ============================================================COMMENT
MEDIUMdocs/verification/phase2g-lab/app.py160# ============================================================COMMENT
MEDIUMdocs/verification/phase2g-lab/app.py162# ============================================================COMMENT
MEDIUMdocs/verification/phase2f-lab/app.py22# ============================================================COMMENT
MEDIUMdocs/verification/phase2f-lab/app.py24# ============================================================COMMENT
MEDIUMdocs/verification/phase2f-lab/app.py48# ============================================================STRING
MEDIUMdocs/verification/phase2f-lab/app.py50# ============================================================STRING
MEDIUMdocs/verification/phase2f-lab/app.py121# ============================================================STRING
MEDIUMdocs/verification/phase2f-lab/app.py123# ============================================================STRING
MEDIUM⚡docs/verification/phase2e-lab/app.py51# ============================================================COMMENT
MEDIUM⚡docs/verification/phase2e-lab/app.py53# ============================================================COMMENT
MEDIUMdocs/verification/phase2e-lab/app.py20# ============================================================COMMENT
MEDIUMdocs/verification/phase2e-lab/app.py22# ============================================================COMMENT
MEDIUMdocs/verification/phase2e-lab/app.py279# ============================================================COMMENT
MEDIUMdocs/verification/phase2e-lab/app.py281# ============================================================COMMENT
MEDIUM⚡docs/verification/phase2e-lab/app.py114# ============================================================STRING
MEDIUM⚡docs/verification/phase2e-lab/app.py116# ============================================================STRING
22 more matches not shown…
Excessive Try-Catch Wrapping72 hits · 79 pts
SeverityFileLineSnippetContext
LOWresearch/reports/harvest_bugcrowd.py37 except Exception as e:CODE
LOWresearch/reports/verify_citations.py52 except Exception:CODE
LOWresearch/reports/harvest_h1.py112 except Exception:CODE
LOWresearch/reports/harvest_h1.py124 except Exception:CODE
LOWresearch/reports/harvest_h1.py132 except Exception:CODE
LOWresearch/reports/classify_reports.py110 except Exception:CODE
LOW⚡cbh/cli.py67 except Exception:CODE
LOW⚡cbh/cli.py181 except Exception:CODE
LOW⚡cbh/cli.py184 except Exception as e:CODE
LOWcbh/cli.py159 except Exception:CODE
LOWcbh/cli.py204 except Exception:CODE
LOWcbh/cli.py231 except Exception:CODE
LOWcbh/cli.py481 except Exception:CODE
LOWcbh/cli.py840 except Exception as e:STRING
LOWdocs/verification/phase3-playwright/harness.py143 except Exception as e:CODE
LOWdocs/verification/phase2g-lab/app.py62 except Exception as e:CODE
LOWdocs/verification/phase2g-lab/app.py109 except Exception:CODE
LOWdocs/verification/phase2g-lab/app.py183 except Exception as e:CODE
LOW⚡docs/verification/phase2e-lab/app.py47 except Exception:CODE
LOWdocs/superpowers/plans/2026-08-09-autopilot-ledger.md140 except Exception:CODE
LOWdocs/superpowers/plans/2026-08-09-autopilot-ledger.md184 except Exception:CODE
MEDIUMdocs/superpowers/plans/2026-08-09-autopilot-ledger.md91def _rotate_if_needed(path):CODE
LOWscripts/refresh-cve-index.py81 except Exception:CODE
LOWscripts/refresh-cve-index.py162 except Exception:CODE
LOWscripts/setup_harness_mcp.py32 except Exception:CODE
LOWscripts/setup_harness_mcp.py72 except Exception:CODE
LOWscripts/setup_harness_mcp.py163 except Exception:CODE
LOWscripts/hunt.sh250except Exception as e:CODE
LOW…s/offensive-osint/references/helpers-and-automation.md164 except Exception:CODE
LOWskills/offensive-osint/scripts/h1_reference.py110 except Exception as e:CODE
LOWskills/offensive-osint/scripts/h1_reference.py125 except Exception as e:CODE
LOW⚡skills/offensive-osint/scripts/dashboard.py244 except Exception as exc: # pragma: no cover - last-resort guardCODE
LOWeval/run_eval_ps_auto.py62 except Exception:CODE
LOWeval/run_eval_ps_auto.py82 except Exception:CODE
LOWeval/run_eval_ps_auto.py88 except Exception:CODE
LOWeval/run_eval.py47 except Exception:CODE
LOWeval/run_eval.py60 except Exception:CODE
LOWeval/run_eval.py123 except Exception as e:CODE
LOWeval/test_harness.py39 except Exception as e:CODE
LOWeval/test_harness.py98 except Exception:CODE
LOWeval/test_harness.py114 except Exception as e:CODE
LOWeval/test_harness.py124 except Exception:CODE
LOWeval/oracle_portswigger.py28 except Exception:CODE
LOWeval/run_fp.py87 except Exception:CODE
LOWengine/memory.py106 except Exception:CODE
LOWengine/memory.py150 except Exception:CODE
MEDIUMengine/memory.py55def _rotate_if_needed(path):CODE
LOWengine/osint.py24 except Exception:CODE
LOWengine/osint.py49 except Exception:CODE
LOWengine/osint.py84 except Exception:CODE
LOWengine/osint.py95 except Exception:CODE
LOWengine/osint.py109 except Exception:CODE
LOWengine/osint.py128 except Exception:CODE
MEDIUMengine/osint.py21def _run(cmd, timeout=120):CODE
MEDIUMengine/osint.py92def _run_stdin(cmd, stdin, timeout=240):CODE
LOWengine/engine.py229 except Exception as e:CODE
LOWengine/engine.py329 except Exception as e:CODE
LOWengine/engine.py387 except Exception as e:CODE
LOWengine/agent.py52 except Exception as e:CODE
LOWengine/agent.py65 except Exception:CODE
12 more matches not shown…
Empty Error Handlers12 hits · 60 pts
SeverityFileLineSnippetContext
HIGHresearch/reports/verify_citations.py52except Exception:CODE
HIGHresearch/reports/classify_reports.py110except Exception:CODE
HIGHcbh/cli.py159except Exception:CODE
HIGHdocs/verification/phase2g-lab/app.py109except Exception:CODE
HIGHscripts/scan_identifiers.py107except (OSError, UnicodeError):CODE
HIGHeval/run_eval_ps_auto.py62except Exception:CODE
HIGHengine/osint.py109except Exception:CODE
HIGHengine/osint.py128except Exception:CODE
HIGHengine/agent.py65except Exception:CODE
HIGHengine/agent.py70except Exception:CODE
HIGHengine/recon.py535except Exception:CODE
HIGHengine/recon.py547except Exception:CODE
Cross-Language Confusion6 hits · 40 pts
SeverityFileLineSnippetContext
HIGHskills/offensive-osint/scripts/dashboard.py760if (backScan && consoleAnchor) {CODE
HIGHskills/offensive-osint/scripts/dashboard.py786 cards.push(`<div class="card sev-${s}"><div class="n">${sev[s]||0}</div><div class="k">${s}</div></div>`);CODE
HIGH⚡skills/offensive-osint/scripts/dashboard.py822 let catFilter = null;CODE
HIGH⚡skills/offensive-osint/scripts/dashboard.py831 $('#expJson', outEl).onclick = () => download('findings.json', JSON.stringify(currentRows(catFilter), null, 2), 'appliCODE
HIGH⚡skills/offensive-osint/scripts/dashboard.py839 (!catFilter || f.category === catFilter) &&CODE
HIGH⚡skills/offensive-osint/scripts/dashboard.py843function drawRows(outEl, catFilter=null) {CODE
Modern AI Meta-Vocabulary10 hits · 31 pts
SeverityFileLineSnippetContext
MEDIUMREADME.md321**Generator tool used (not vendored):** [shuvonsec/public-skills-builder](https://github.com/shuvonsec/public-skills-buiCODE
MEDIUMdocs/credits.md115## Tooling acknowledgments (not vendored — used as scaffolding)COMMENT
MEDIUM⚡scripts/install.sh13# NOT port; other harnesses get the knowledge, not the orchestration):COMMENT
MEDIUMscripts/install.sh219 echo "# Bug-bounty engagement scaffolding (bug-bounty-claude-skills)" >> "$SHELL_RC"CODE
MEDIUM⚡scripts/hunt.sh3# hunt — bug-bounty engagement scaffoldingCOMMENT
MEDIUMskills/hunt-llm-ai/SKILL.md154### Multi-tenant memory / RAG poisoning (ASI06 variant)COMMENT
MEDIUMskills/hunt-rag-vector/SKILL.md8## LLM08 — Vector & Embedding Weaknesses (RAG Pipeline Attacks)COMMENT
MEDIUMskills/hunt-rag-vector/SKILL.md115## Technique 4 — Retrieval Hijack ("SEO Poisoning" for RAG)COMMENT
MEDIUMskills/bug-bounty/SKILL.md1589### Engagement scaffoldingCOMMENT
MEDIUMskills/offensive-osint/references/tooling-install.md173### 46.12 Frameworks / orchestrationCOMMENT
Hallucination Indicators2 hits · 25 pts
SeverityFileLineSnippetContext
CRITICAL⚡docs/verification/phase2f-ssti-oauth-fileupload.md49PAYLOAD="{{ self._TemplateReference__context.cycler.__init__.__globals__.os.popen('id').read() }}"CODE
CRITICALskills/hunt-rce/SKILL.md130{{self._TemplateReference__context.cycler.__init__.__globals__.os.popen('id').read()}}CODE
Deep Nesting22 hits · 21 pts
SeverityFileLineSnippetContext
LOWresearch/reports/verify_citations.py57CODE
LOWcbh/cli.py516CODE
LOWdocs/verification/phase2e-lab/app.py217CODE
LOWscripts/scan_identifiers.py44CODE
LOWscripts/scan_identifiers.py96CODE
LOWscripts/lint_skills.py71CODE
LOWscripts/lint_skills.py147CODE
LOWscripts/setup_harness_mcp.py26CODE
LOWscripts/setup_harness_mcp.py36CODE
LOWscripts/gen_skill_catalog.py37CODE
LOWskills/offensive-osint/scripts/dashboard.py233CODE
LOWeval/run_eval_ps.py40CODE
LOWengine/memory.py213CODE
LOWengine/osint.py28CODE
LOWengine/osint.py99CODE
LOWengine/engine.py238CODE
LOWengine/scope.py111CODE
LOWengine/recon.py134CODE
LOWengine/recon.py353CODE
LOWengine/recon.py459CODE
LOWengine/recon.py511CODE
LOWengine/recon.py562CODE
Unused Imports21 hits · 19 pts
SeverityFileLineSnippetContext
LOWresearch/reports/draft_patterns.py18CODE
LOWcbh/cli.py31CODE
LOWcbh/cli.py37CODE
LOWcbh/cli.py46CODE
LOWdocs/verification/phase2i-lab/app.py21CODE
LOWdocs/verification/phase2i-lab/app.py22CODE
LOWdocs/verification/phase2i-lab/app.py22CODE
LOWdocs/verification/phase2g-lab/app.py21CODE
LOWdocs/verification/phase2g-lab/app.py22CODE
LOWdocs/verification/phase2g-lab/app.py23CODE
LOWdocs/verification/phase2f-lab/app.py12CODE
LOWdocs/verification/phase2f-lab/app.py15CODE
LOWdocs/verification/phase2e-lab/app.py10CODE
LOWdocs/verification/phase2e-lab/app.py12CODE
LOWdocs/verification/phase2e-lab/app.py13CODE
LOWdocs/verification/phase2e-lab/app.py15CODE
LOWscripts/gen_skill_index.py13CODE
LOWscripts/refresh-cve-index.py15CODE
LOWscripts/gen_star_history.py15CODE
LOWskills/offensive-osint/scripts/dashboard.py26CODE
LOWeval/run_fp.py22CODE
Over-Commented Block17 hits · 17 pts
SeverityFileLineSnippetContext
LOWdocs/cbh-cli.md201COMMENT
LOWscripts/install.sh1#!/usr/bin/env bashCOMMENT
LOWscripts/install.sh21# force a path regardless of detection.)COMMENT
LOWscripts/install-community-skills.sh1#!/usr/bin/env bashCOMMENT
LOWscripts/hunt.sh1# shellcheck shell=bashCOMMENT
LOW.github/FUNDING.yml1# Funding links shown on the repo's "Sponsor" button.COMMENT
LOWskills/hunt-nextjs/SKILL.md161COMMENT
LOWskills/hunt-springboot/SKILL.md101## Phase 4 — H2 Console RCECOMMENT
LOWskills/hunt-k8s/SKILL.md101# Enumerate pods (auth varies; many kubelets allow anonymous read here)COMMENT
LOWskills/bug-bounty/SKILL.md241COMMENT
LOWskills/hunt-brute-force/SKILL.md121# seed test (above) before claiming "no rate limit". A clean probe is necessary, not sufficient.COMMENT
LOWskills/offensive-osint/references/secret-validators.md241COMMENT
LOWskills/hunt-ato/SKILL.md61COMMENT
LOWskills/hunt-dom/SKILL.md41# CSS injection points:COMMENT
LOWskills/bb-local-toolkit/SKILL.md241COMMENT
LOWskills/hunt-websocket/SKILL.md221COMMENT
LOWskills/hunt-ldap/SKILL.md241# (&(sAMAccountName=*)(memberOf=*Domain Admins*))COMMENT
AI Slop Vocabulary4 hits · 14 pts
SeverityFileLineSnippetContext
MEDIUM⚡scripts/install.sh3# install.sh — Install Claude-BugHunter bundle (multi-harness)COMMENT
MEDIUMscripts/install.sh26# copies — only needed if a harness rejects unknown frontmatter keysCOMMENT
MEDIUMscripts/install.sh245# === Extra harness targets (skills only) ===COMMENT
MEDIUM.github/workflows/install-smoke.yml4# reaching users. Motivated by a harness PR that shipped a skills path the targetCOMMENT
Hyper-Verbose Identifiers5 hits · 5 pts
SeverityFileLineSnippetContext
LOW⚡cbh/cli.py191def recon_subdomains_via_crtsh(target: str) -> set[str]:CODE
LOWcbh/cli.py218def recon_subdomains_via_subfinder(target: str) -> set[str]:CODE
LOWcbh/cli.py258def configure_proxy_from_args(args: argparse.Namespace) -> None:CODE
LOWdocs/verification/phase3-playwright/harness.py89def test_oauth_userinfo_bypass():CODE
LOWscripts/check_doc_counts.py119def check_catalog_section_sum(errors, actual):CODE
Fake / Example Data4 hits · 4 pts
SeverityFileLineSnippetContext
LOWdocs/disclosed-reports/hunt-session.md38 -d '{"email":"test@test.com","password":"pass"}' | \CODE
LOWskills/report-writing/SKILL.md202{"email": "victim@test.com", "address": "123 Main St", ...}CODE
LOWskills/hunt-laravel/SKILL.md159 -d '{"name": "Test", "email": "test@test.com", "is_admin": true, "role": "admin"}'CODE
LOWskills/offensive-osint/references/recon-techniques.md76 company: "Acme Corp"CODE
Example Usage Blocks1 hit · 2 pts
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LOW⚡scripts/hunt.sh9# Usage:COMMENT
Redundant / Tautological Comments1 hit · 2 pts
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LOWscripts/install-community-skills.sh39 # Check if the existing one is shuvonsec's or a custom local toolkitCOMMENT