Think HarderSAFE
Intelligent Skill routing and workflow orchestration for AI agents — +21.12 pp reward, −29.6% tokens on SkillsBench with DeepSeekV4Flash-VE.
Overview
Intelligent Skill routing and workflow orchestration for AI agents — +21.12 pp reward, −29.6% tokens on SkillsBench with DeepSeekV4Flash-VE.
5ff3ca429e5bOBSERVED · 2026-10-08Host compatibility
What the documentation claims. We have not run a compatibility test.
| Host | Status | Notes |
|---|---|---|
| codex | mentioned |
What it tells the agent
The instruction file, verbatim from the audited commit — this is the text the model reads, and the surface the audit's instruction layer examines. Quoted here so you can judge it without cloning anything.
--- name: think-harder description: 4-phase structured analysis wrapper for vibe pre-routing (compatible with claude-code-settings think-harder semantics). --- # think-harder (Codex Compatibility) Use this skill before implementation when the task needs deeper reasoning or tradeoff analysis. ## 4-Phase Analysis 1. Problem Clarification - Define the core question and constraints. - List assumptions and success criteria. - Identify ambiguities that must be resolved. 2. Multi-Dimensional Analysis - Structural decomposition: break into components/dependencies. - Temporal impact: short-term vs long-term effects. - Causal links: key cause-effect and feedback loops. - Context factors: operational, team, and environmental constraints. 3. Critical Evaluation - Challenge assumptions and possible bias. - Compare alternatives and opportunity costs. - Run pre-mortem: what can fail, how, and impact. - Mark uncertainty and confidence level explicitly. 4. Synthesis - Summarize key insights and decision rationale. - Reconcile contradictions. - Produce actionable next steps. ## Output Contract 1. Problem reframing 2. Key insights 3. Reasoning chain 4. Alternatives considered 5. Uncertainties 6. Actionable recommendations ## Vibe Integration - M/L pre-routing analysis entry. - If code-risk analysis is required, pair with `code-reviewer`.
Trust audit
SAFEgrade B · trust 89/100 Nothing in the source contradicts what it says it does. Grade A is reserved for packages that have also passed the behavioural sandbox.
| Layer | What it checks | Result |
|---|---|---|
| L0 | Provenance & inventory | PASS |
| L1 | Static analysis of the code | NA |
| L2 | Instruction surface (what it tells the agent) | PASS |
| L3 | Class-specific surface | PASS |
| L4 | Behavioural (sandbox) | SKIPPED |
What the source does
- Filesystem
- none-observed
- Network
- none-observed
- Shell
- none-observed
- Dependencies
- pinned
- Secrets in source
- none-found
Findings (0)
No findings outside the package's declared scope.
Gates applied: no_behavioural_pass.
5ff3ca429e5bfull audit observations/trust-audit/skill/foryourhealth111-pixel__think-harder.json · Report an issue / request a re-scanAudit history
Every audit this skill has had.
| Date | Source | Verdict | Grade | Score | Change |
|---|---|---|---|---|---|
| 2026-10-08 | 5ff3ca429e5b | SAFE | B | 89 | first audit |
Questions
What does the Think Harder skill do?
Intelligent Skill routing and workflow orchestration for AI agents — +21.12 pp reward, −29.6% tokens on SkillsBench with DeepSeekV4Flash-VE.
Is Think Harder safe to install?
The audit found nothing in the source that contradicts what it says it does, and graded it B (89/100). Grade A is held back for packages that have also passed a sandboxed behavioural run, which is why a clean skill reads B.
What can Think Harder access on my machine?
The audit observed no filesystem, network or shell use at all in its source.
Which assistants does Think Harder work with?
Its documentation mentions codex. That is what the text claims, not a compatibility test we ran.
How current is this page?
The grade is for one exact copy of the source (5ff3ca429e5b), read on 2026-10-08. The repository is watched, and a new audit runs when it changes — this is the first audit.