Logs the outcome of a skill execution to observations/<skill-name>/runs.md. Trigger on: "log this run", "skill worked", "skill failed", "this didn't work", "log the outcome", "record this", "note that", or after any skill completes with a clear success, partial, or failure outcome. Creates the observations file if it does not exist, then appends an entry with date, task description, skill used, outcome, what worked, what failed, and any error messages observed.
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查看安装方法安装前可以查看交给 AI 代理的指令内容。
Track how skills perform in practice. A skill that works in theory may miss steps, use outdated payloads, or fire on the wrong triggers in real-world conditions. This skill captures that gap by recording execution outcomes to a per-skill log file.
Activate this skill when the user says any of:
skills/.success (goal achieved), partial (some steps worked, some didn't), or fail (skill produced no useful result).observations/<skill-name>/runs.md. Create the file and directory if they don't exist.---
date: YYYY-MM-DD
skill: <skill-name>
task: <one-line description of what was attempted>
outcome: success | partial | fail
what_worked: |
<describe what steps, payloads, or approaches produced results>
what_failed: |
<describe what steps or payloads did not work>
errors: |
<paste any error messages or unexpected responses>
notes: |
<any additional context — target type, environment quirks, etc.>
---
User: "log this run — bola-idor worked, I found a sequential integer ID on /api/orders and was able to read other users' orders using my own session token"
Response: Creates or appends to observations/bola-idor/runs.md:
---
date: 2026-03-14
skill: bola-idor
task: Test /api/orders endpoint for horizontal IDOR using sequential integer ID
outcome: success
what_worked: |
Sequential integer IDs confirmed. Substituting victim's order ID (attacker ID +/- 1-10)
returned full order details including name, address, and payment last4. Tested with
attacker's Bearer token — no ownership check.
what_failed: |
UUID endpoint /api/orders/uuid was not vulnerable — UUIDs not guessable.
errors: |
None.
notes: |
REST API, no GraphQL. /api/v1/ also vulnerable. /api/v2/ returns 403 on cross-user ID.
---
This is a meta-skill — it has no fix patterns. It generates data that other skills (especially /amend-skill) consume.
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Exploit pervasive logical flaws in Multi-Factor Authentication (MFA/2FA) implementations to bypass the secondary authentication challenge entirely. Techniques include response manipulation, referal spoofing, token reuse, and predictable backup codes.
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401/403 bypass playbook. Use when encountering access-denied responses on admin panels, API endpoints, or restricted paths. Covers path manipulation, HTTP method tampering, header injection, protocol downgrade, and automated bypass tools.
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Complete PortSwigger deep-dive with exact payloads for every lab variant including zero-day techniques
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Active Directory ACL abuse playbook. Use when exploiting misconfigured AD permissions including GenericAll, WriteDACL, DCSync rights, shadow credentials, LAPS reading, GPO abuse, and BloodHound-guided attack paths.
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Execute AS-REP Roasting to extract and crack the NTLM hashes of Active Directory user accounts that have the "Do not require Kerberos preauthentication" flag explicitly enabled. This attack generates a recoverable Ticket Granting Ticket (TGT) without requiring the attacker to authenticate first.
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AD Certificate Services attack playbook. Use when targeting misconfigured AD CS for privilege escalation via ESC1-ESC13 template abuse, NTLM relay to enrollment, CA officer abuse, and certificate-based persistence.
中文简介正在准备中。当前显示原文说明。