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Finding discipline

Skill hypnguyen1209/offensive-claude/skills/finding-discipline

Use when about to record, claim, rate the severity of, or report any security finding — before marking anything [CONFIRMED] or writing it into the reportFrom its SKILL.md

Install
npx -y skills add hypnguyen1209/offensive-claude --skill finding-discipline

Assembled from the repository path, not quoted from the project. Check it against their README if it does not work.

One thing to look at

  • runs commandsInstructs the agent to run 1 command, including `python skills/vulnerability-analysis/scripts/validate_findings.py --findings f.json --evidence ./evidence`.

SKILL.md

4.1 KB, ~1.0k tokens by cl100k_base, as published. Nobody here has run it

Finding Discipline

Overview

The Iron Law: No [CONFIRMED] without proof. A finding is a claim about real, demonstrated impact — not a status code, a reflected string, or a hunch. This is the offensive equivalent of test-driven development: the proof is the test, and the finding does not exist until it passes.

Violating the letter of this rule is violating its spirit.

The three tiers

  • [CONFIRMED] — impact demonstrated AND grounded in an evidence artifact that exists on disk.
  • [POSSIBLE] — reachable but the class proof bar is not yet met. Keep digging; do not report as real.
  • [INFO] — true but no security impact at the claimed severity.

The proof bar (per class)

A status code is not impact. See skills/references/finding-evidence-standards.md: SSRF needs the internal response; IDOR needs another principal's data; RCE needs command output; XSS needs script execution; open redirect needs an external destination.

Required mechanical gate

Before any finding is recorded or reported:

  1. Set the structured proof signal and run python skills/vulnerability-analysis/scripts/validate_findings.py --findings f.json --evidence ./evidence — it rejects ungrounded findings and per-class false positives.
  2. Pass it through the REQUIRED finding-validator agent (PASS / KILL / DOWNGRADE).
  3. Only a [CONFIRMED] survivor goes in the report. Severity must match what was demonstrated (CVSS honest).

See skills/references/finding-validation-runtime.md for the 7-question gate.

Read-first, never name-guess

If a function calls another, read the callee — do not infer what it does from its name. sanitize(), is_safe(), validate_input() are exactly where vulnerabilities hide; a name is a claim by the author, not evidence. The same applies to a config key, a decorator, or a CVE title: open the thing before you reason about it. An unread dependency in a data-flow claim is a hole.

Quote-grounded confidence tiers

Every claim in a finding carries a confidence grounded in what you can quote, not in how it feels:

  • High — a direct quote from the artifact (the exact source line, the response body, the decompiled instruction) supports the claim.
  • Medium — an explicitly stated assumption bridges a gap you could not directly observe. State the assumption; do not hide it.
  • Low — an inference you are flagging as unverified. Acceptable to record, never to report as fact.

This is orthogonal to the [CONFIRMED]/[POSSIBLE]/[INFO] tier (which is about impact); confidence is about how well-grounded the claim is. A High-confidence claim of a Low-impact bug is still Low.

Red Flags — STOP, downgrade to [POSSIBLE]

  • "I'm sure it's exploitable" (but haven't shown impact)
  • "The payload reflected, so it's XSS" / "I got a 200, so it works"
  • "The DNS callback fired" (SSRF with no internal response)
  • "I changed the id and got data" (but it was my own — self-IDOR)
  • "It probably works on a real target" (default-deployment unproven)

All of these mean: it is [POSSIBLE], not [CONFIRMED]. Get the evidence.

Rationalizations

ExcuseReality
"Pattern-matched, clearly vulnerable"Pattern ≠ exploit. Demonstrate impact or it's POSSIBLE.
"I'll attach evidence later"No artifact on disk = ungrounded = REJECTED now.
"Blind RCE counts"No output / no OOB confirmation = POSSIBLE, not CONFIRMED.
"Severity is obviously Critical"CVSS must reflect demonstrated impact, not the worst case.
"The validator is overkill here"Untested findings are how false positives ship. Run it.
"The function is called sanitize, so it's safe"A name is the author's claim, not proof. Read the callee.
"The solver timed out, so it's not exploitable"A tool limit is feasibility:null (manual), never false.

A short list of CONFIRMED findings beats a long list of POSSIBLEs. Killing a false positive is success.

What ships with it

Read from the repository

Just SKILL.md. No reference files, no scripts.

Gives 0 of the 12 instructions most docs writing skills give in ~1.0k tokens

Counted across 1,951 of the 3,904 authors here whose files we hold, read 2026-09-06

  • Use third-person for skill descriptionsin 54 of 1951, across 35 files
  • Start descriptions with Use whenin 43 of 1951, across 29 files
  • Run baseline scenarios before writing any skillin 40 of 1951, across 26 files
  • Use active voicein 40 of 1951, across 36 files
  • Map file responsibilities before defining tasksin 36 of 1951, across 29 files
  • Use checkbox syntax for tracking stepsin 35 of 1951, across 27 files
  • Ask one question at a timein 35 of 1951
  • Offer execution options after saving the planin 33 of 1951, across 24 files
  • Include complete code in every stepin 33 of 1951, across 27 files
  • Design units with clear boundaries and interfacesin 31 of 1951, across 23 files
  • Announce the skill usage at the startin 30 of 1951
  • Verify agent compliance after adding the skillin 29 of 1951, across 17 files

Said here and by no other author read

  • demonstrate impact before marking findings as confirmed
  • require evidence artifacts on disk for confirmed findings
  • pass findings through the finding-validator agent
  • set severity based on demonstrated impact only
  • read callee functions instead of inferring from names
  • ground every claim in direct quotes from artifacts

Grouped from the skills themselves: near-identical wordings counted once, and counted by distinct author, so one author publishing three of these counts once. Length counted with cl100k_base; the agent that loads this file may tokenize it differently.

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