Agent skill · Audited from source
Thinking Five Whys Plus
skill · tjboudreaux/cc-thinking-skillsMIT licenceAudited 28 Oct 2026 · source 9a5557e61022
Is it safe? Yes — SAFE, grade B (89/100). We read this skill's source at commit 9a5557e61022 and found no filesystem, network or shell access and no hard-coded secrets. What it does: When a fault is localized and the proximate cause is known but the systemic root is not, chain evidence-linked whys with a counterfactual stop and a countermeasure.
Cite
Cite this page
ModelsAtlas. “Thinking Five Whys Plus (tjboudreaux/cc-thinking-skills)”. Retrieved 28 Oct 2026. https://modelsatlas.com/skills/tjboudreaux/thinking-five-whys-plus
Trust audit
Audit 0.4.1 · source read 28 Oct 2026
SAFE means nothing in the source contradicts what the skill says it does. Grade B is shared by 13,985 of 14,816 audited skills.
What the source does
- FilesystemNone observedNo reads or writes in the source
- NetworkNone observedNo outbound calls in the source
- ShellNone observedNo commands run in the source
- DependenciesPinnedNothing floats
- SecretsNone foundNo keys in source
Five audit layers
| Layer | What we check | Result | Findings |
|---|---|---|---|
L0 Provenance | Repo owner, licence, archive status, activity | PASS | 0 |
L1 Static source | Secrets, path traversal, supply chain, hidden code | NA | 0 |
L2 Instructions | Prompt injection, authority framing, hidden directives | PASS | 0 |
L3 Inventory | The files and declarations match the source | PASS | 0 |
L4 Sandbox | Run in isolation and watch behaviour | SKIPPED why | 0 |
Gates applied: no behavioural pass.
Findings (0)
No findings at any severity. We re-audit when the source changes.
Audit 0.4.1 · source sha 9a5557e61022 · 28 Oct 2026Report an issue or request a re-scan
Provenance
Who published it, and what the verdict is pinned to
- Publishertjboudreaux GitHub userOwner of the repository this skill is read from
- Source foldertjboudreaux/cc-thinking-skills/skills/thinking-five-whys-plusThe exact folder we audited
- LicenceMITAs the repository states it
- Commit pinned for this verdict9a5557e61022A new audit runs when the source changes
- Repository statusNot archivedLast push 81 days ago
- Sandboxed runNot runSkills are read, not executed; layer L4 is skipped
What it tells the agent
Full source on GitHub ↗Its description: When a fault is localized and the proximate cause is known but the systemic root is not, chain evidence-linked whys with a counterfactual stop and a countermeasure.
---
name: thinking-five-whys-plus
description: When a fault is localized and the proximate cause is known but the systemic root is not, chain evidence-linked whys with a counterfactual stop and a countermeasure.
disable-model-invocation: true
---
# Five Whys Plus
Build an evidence-linked causal chain from a known proximate fault to an actionable systemic root, then prescribe a countermeasure that would have blocked it.
## When to Use
- A fault is already localized to a component, path, or subsystem.
- The proximate cause is known, but recurrence or systemic root is not.
- Prior symptom-only fixes failed and the failure returned.
- You need prevention that addresses why the proximate cause was possible.
## When NOT to Use
- Fault is not localized or multiple candidate causes remain — discriminate first.
- Root is evidenced and actionable — fix it.
- No evidence can answer the next "why" — gather evidence.
- One-off error without a process, tooling, or design enabler.
- Selective defect needing IS/IS-NOT analysis.
- Forward failure forecasting before commitment.
## Procedure
1. **State the localized problem.** Record the observable symptom, confirmed component/path, time window, scope, and impact. Stop if localization is missing.
2. **Chain why with evidence.** Make the prior answer the new effect; propose a cause; cite logs, code, config, metrics, or witnesses; name and rule out alternatives. Stop on speculation.
3. **Branch before descending.** Ask what else could produce the same effect; keep every evidenced independent pathway. Treat the retained branches as a causal set rather than forcing one root.
4. **Counterfactually test each pathway and the set.** For each candidate ask, "Would removing this cause block this pathway?" Then ask, "Would removing the retained set block the observed failure?" Retain independently sufficient branches whose removal blocks their own pathway; do not reject them merely because another branch could still cause the failure.
5. **Enforce stop criteria per branch.** Stop a branch only when its cause is evidenced, controllable, actionable, recurrence-preventing, non-blame (not merely "someone erred"), and counterfactual-positive for that pathway. If it hits human error, ask why the error was possible.
6. **Prescribe a countermeasure for every retained root.** Name the systemic fix, owner-capable action, and how recurrence will be checked. Prefer removing enabling conditions over only patching the proximate symptom.
7. **Stop when verified or blocked.** Halt when stop criteria pass and a countermeasure is specified, or when further steps lack evidence. Do not pad by habit.
## Output
```text
Problem: <localized symptom + component>
Chain:
Why1: <cause> | Evidence: <...> | Ruled out: <...>
WhyN: ...
Causal set check: would removing all retained roots block the failure? yes/no
Roots:
- <systemic cause> | Pathway counterfactual: <...>
Countermeasure: <action that removes the enabling condition>
Verification: <how to confirm this pathway is blocked>
```
## Verification
- Falsify the chain if any step lacks evidence, if alternatives were never considered, if a retained root does not pass its pathway counterfactual, or if the full causal set does not explain the failure.
- Stop applying this skill once the root is fixed and verified, or when the problem is still pre-localization.
- Over-application guard: skip a full chain for a single known one-line defect; do not end at blame; do not invent depth without data.Excerpt, first 3,522 characters of SKILL.md, verbatim from the audited commit. It is text from someone else’s repository, quoted so you can judge it before your agent reads it.
Install
Pinned to the audited commit 9a5557e
git clone https://github.com/tjboudreaux/cc-thinking-skills git -C cc-thinking-skills checkout 9a5557e61022
The author documents no install command, so this uses the repository directly. Our verdict covers commit 9a5557e61022 only.
Works in
The author has not said which agents this skill supports, and we have not tested it in any.
Audit history
Every audit, every source change
- ✓SAFE B 89 / 100
first audit · source
9a5557e61022
README badge
For maintainers · shows the latest audit
[](https://modelsatlas.com/skills/tjboudreaux/thinking-five-whys-plus/)
The badge shows our verdict and grade for this skill, and links back to this page. It changes when the audit does.
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Questions about Thinking Five Whys Plus
What does the Thinking Five Whys Plus skill do?
Is Thinking Five Whys Plus safe to install?
What can Thinking Five Whys Plus access on my machine?
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Sources
- github.com/tjboudreaux/cc-thinking-skills/tree/main/skills/think — the audited source at commit 9a5557e61022 and every finding aboveObserved · 28 Oct 2026
Spotted something wrong? Report a correction · Methodology
Keep going in your AI
Opens with this page as the source. We add nothing else to the prompt.
- What does the Thinking Five Whys Plus skill do?
- Is Thinking Five Whys Plus safe to install?
- What can Thinking Five Whys Plus access on my machine?