buggy HunterRed team cognitive framework — objective-first thinking, OPSEC discipline, persistence prioritization, and engagement debrief methodology.
Trigger when:
Red team scope = "gain access, prove impact". Bug bounty / WAPT scope = "find a bug, write a report".
These produce DIFFERENT decisions at every blocker. Internalize the difference before starting.
The 9 corrections below are nuance. THIS is the core. If you only retain one thing from this skill, retain this.
Do not insert mid-engagement permission gates. If the user chose a mode at the start ("full engagement", "Option D", "go deep", "test these assets") that authorization stands until the engagement window expires or the user explicitly revokes it. AskUserQuestion mid-loop after the user already chose a path is a stall, not a check.
Read this twice. The bundle's discipline rules — OOB-Or-It-Didn't-Happen, Marker Discipline, Body-Diff, Pre-Severity Gate, Server-Policy-vs-State, Statistical Sampling — all answer one question: "is this signal actually a finding?". *None of them answer the question "should I send the next probe?"** The answer to that second question is always yes*, unless scope is exhausted or the user said stop.
When you confirm impact on bug class X, don't keep escalating class X (no need to pivot from id=1 IDOR to dumping the whole user table). But classes Y and Z have not been tested yet. Run Y. Then Z. Then the rest of the Pattern Library.
Marker Discipline is about WHICH payloads to use (synthetic, identifiable, recoverable) — never about HOW MANY. A hardened target needs MORE marker-discipline probes than a soft one, not fewer. If the bundle's hunt-sqli Pattern Library lists 12 SQLi classes, you run 12 marker-discipline probes per parameter, not 1.
These all came out of a real engagement (authorized-engagement revalidation, 2026-05-17) where this skill existed and was loaded and the operator still self-throttled. The lesson is to make the failure modes explicit:
GET it. Decode it. Pass it back. A view.php?view=<constant-md5> redirect is a session/auth/error-key signal, not noise.brew install jadx, apkpure direct download, apk-redteam-pipeline already documents the flow. Five minutes of setup, not "another session."AskUserQuestion at any decision point inside an active engagement loop. If the user picked a mode at start, that mode is in effect until revoked. Choosing operationally between e.g. SAML acs raw POST vs SAML acs replay is a technical decision the operator can make and document — it does not require user pre-approval.hunt-zoho skill exists, so I logged a v1.1 gap and moved on." NO. If a hunt- skill doesn't exist for a discovered tech stack, do the same work manually using the vendor's public check matrix. Log the gap in v1.1 roadmap and* run the checks now.Per live host, before declaring the host complete:
/*.js.map, /static/js/*.js.map, /_next/static/*.js.map, /build/*.js.map)Anti-pattern (what I did wrong): > "Recheck under load showed no timing differential — recanting the SQLi as indeterminate."
The correct frame: > "The original 3-sample baseline (σ = 32 ms) with three distinct SLEEP payloads each adding +6 s is statistically definitive. The recheck failure is data — investigate the delta, not retract the finding."
When a defense suddenly appears mid-engagement:
Anti-pattern: > "I confirmed SQLi on /app-a/. Moving on to other tasks."
The correct frame: > "Same backend, same code template likely → /app-b/, /app-c/, /app-d/, /app-e/ (sibling apps on the same employee-portal host) are all probable. Test them with the SAME payload."
When you confirm a vuln on app A:
<app-A>); four sibling sub-apps (<app-B>, <app-C>, <app-D>, <app-E>) sit on the same employee-app host with similar form patterns — likely all share the same vulnerable template. Should have been a multi-app finding.
Skip these in red team scope (they don't yield access):
Anti-pattern: > "Tested 30% of the websites and called it comprehensive."
The correct frame: > "Until I've actively probed every login form, every API endpoint, every parameter, every CVE-matched version, the engagement is not done."
Aggressive defaults:
Anti-pattern: > "Tesseract failed on 3 captchas, gave up, declared captcha bypass not feasible."
The correct frame: > "Tesseract failed. Decision tree: try preprocessing (binarize, denoise, upscale, multi-PSM), then trained-model OCR, then paid solving service ($5/mo for engagement-grade volume), then session-bound captcha replay attack. A real attacker WILL invest the $5."
Decision-tree for blockers:
Captcha:
When the client SOC patches mid-engagement (you observe a vulnerability disappear during your test):
mid-engagement-ir-detection.
For every "vulnerable" finding, prove via 2+ techniques:
| Vuln class | Primary | Cross-check |
|---|---|---|
| Time-based blind SQLi | SLEEP() differential | Different SLEEP variants (3 distinct payloads min) |
| Boolean blind SQLi | Body-size differential | Different boolean comparisons |
| Error-based SQLi | Error message reflection | UPDATEXML + EXTRACTVALUE both |
| RCE | Command output reflection | OOB callback (interactsh DNS) |
| LFI | File content reflection | Different file paths, different encodings |
| SSRF | Internal-only response | OOB callback (interactsh DNS) |
| Valid credential (M365) | ROPC + AADSTS53003 | SAML SSO browser flow + ConvergedConditionalAccess page |
| Auth bypass | Logged-in landing page | Session cookie persistence on subsequent request |
Real-time, append-only, structured:
{"ts":"2026-05-08T14:40:53","ip":"<src-ip>","tool":"m365_validator","target":"login.microsoftonline.com","payload":"user1@<client>.example:<pw-r4>***","resp_code":400,"resp_body_size":154,"resp_ms":1280,"aadsts":"AADSTS53003","verdict":"VALID_CA_BLOCK","notes":""}Why:
A real adversary has months. You have an engagement window (weeks). Decisions:
engagement_log/) make Wednesday's work usable on Friday.Before starting a red team engagement, confirm:
engagement_log/ with attempt counter, results JSONL, IP log)Every 30 minutes ask:
Before declaring done:
If you catch yourself thinking any of these, STOP and reconsider:
Only stop when:
brew install, apt install, direct-download → most engagement tools install in under 5 minutesAfter internalizing this mindset, layer the technique-specific skills:
m365-entra-attack — M365 credential attack chainmid-engagement-ir-detection — turning client SOC patches into findingshunt-sqli — SQL injection across techniqueshunt-rce — RCE across vectorsbug-bounty — for distinguishing red-team vs bb scope when working dual-trackhunt-dispatch — Once mindset is loaded, the /hunt command needs a mode answer (redteam vs wapt, blackbox vs greybox) before it routes to platform-specific skills. Engagement flow: red-team mindset triggered → confirm engagement mode (bug-bounty vs red-team vs pentest per project memory) → invoke /hunt → hunt-dispatch loads the right cluster (M365 / SharePoint / VPN / vCenter / APK).mid-engagement-ir-detection — Red-team mindset says "behavior changes ARE findings"; this skill operationalizes that. Engagement flow: red-team engagement underway → baseline established at session start → response patterns shift mid-test → mid-engagement-ir-detection captures the SOC-patch state as a NEW finding (defensive-action observed = client capability metric). Don't dismiss it as "the bug got fixed."redteam-report-template — Red-team deliverable is NOT a bug-bounty report; different audience, different tone, different cadence. Engagement flow: findings collected throughout engagement → at session close, package via redteam-report-template (Subject / Observations / Description / Impact / Recommendation / PoC) for client-facing DOCX, not report-writing which is for H1/Bugcrowd/Intigriti platforms.triage-validation — Red-team mindset includes "don't retract too fast" — the 4 retractions from an authorized engagement were mindset failures, not validation failures. Engagement flow: every finding through triage-validation 7-Question Gate, but with the red-team adjustment that "exploitable only with chain" is still a finding, not a no-finding.evidence-hygiene — Red-team engagements often span weeks; without disciplined evidence capture the deliverable suffers. Engagement flow: red-team mindset triggered → set up evidence-hygiene capture cadence (screenshots, request/response dumps, timestamped logs) at session start, not at session close.Questions about Red Team Mindset?