Agent skill · Audited from source
Simplify
skill · kdlbs/kandevAGPL-3.0 licenceAudited 18 Oct 2026 · source 786d4817799e
Is it safe? With care — CAUTION, grade B (89/100). We read this skill's source at commit 786d4817799e and found no filesystem, network or shell access and no hard-coded secrets. The audit raised 7 findings, 0 critical or high. What it does: Simplify recently changed code — inline one-off abstractions, remove speculative code, reduce nesting, replace cleverness with clarity. Use only on explicit request or PR-review remediation.
Cite
Cite this page
ModelsAtlas. “Simplify (kdlbs/kandev)”. Retrieved 18 Oct 2026. https://modelsatlas.com/skills/kdlbs/simplify
Trust audit
Audit 0.4.1 · source read 18 Oct 2026
CAUTION means the audit found things worth knowing before you trust this skill. 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 | WARN | 6 |
L1 Static source | Secrets, path traversal, supply chain, hidden code | PASS | 1 |
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 (7)
MEDIUMInventory / provenanceinv.symlink · .claude/agents
.claude/agents
- Why
- link not followed
- Fix
- —
MEDIUMInventory / provenanceinv.symlink · .claude/skills
.claude/skills
- Why
- link not followed
- Fix
- —
LOWInventory / provenanceinv.symlink · .github/CLAUDE.md
.github/CLAUDE.md
- Why
- link not followed
- Fix
- —
LOWInventory / provenanceinv.symlink · CLAUDE.md
CLAUDE.md
- Why
- link not followed
- Fix
- —
LOWInventory / provenanceinv.symlink · apps/backend/CLAUDE.md
apps/backend/CLAUDE.md
- Why
- link not followed
- Fix
- —
LOWFilesystem / pathfs.traversal · apps/web/e2e/tests/system/licenses-page.spec.ts:1
import { test, expect } from "../../fixtures/test-base";- Why
- No further detail recorded for this rule.
- Fix
- —
INFOInventory / provenanceinv.oversize · apps/web/generated/licenses.json
apps/web/generated/licenses.json
- Why
- 1506638 bytes not read
- Fix
- —
Audit 0.4.1 · source sha 786d4817799e · 18 Oct 2026Report an issue or request a re-scan
Provenance
Who published it, and what the verdict is pinned to
- Publisherkdlbs GitHub organizationOwner of the repository this skill is read from
- Source folderkdlbs/kandev/.agents/skills/simplifyThe exact folder we audited
- LicenceAGPL-3.0As the repository states it
- Commit pinned for this verdict786d4817799eA new audit runs when the source changes
- Repository statusNot archivedPushed today
- Sandboxed runNot runSkills are read, not executed; layer L4 is skipped
What it tells the agent
Full source on GitHub ↗Its description: Simplify recently changed code — inline one-off abstractions, remove speculative code, reduce nesting, replace cleverness with clarity. Use only on explicit request or PR-review remediation.
--- name: simplify description: Simplify recently changed code — inline one-off abstractions, remove speculative code, reduce nesting, replace cleverness with clarity. Use only on explicit request or PR-review remediation. --- # Simplify Post-implementation simplification pass. Review recently changed code and actively simplify it while preserving all behavior. ## Planner Entry Run `/simplify` only on explicit request or when an actionable PR finding calls for it. It is not a default post-implementation or pre-PR pass. The best code is code you don't have to write. The second best is code anyone can read. ## Steps ### 1. Identify what to simplify Run `git diff --name-only` (or `git diff origin/<base>...HEAD --name-only` for a branch) to get the changed files. Read each one. ### 2. Apply simplifications Work through each changed file. Preserve behavior by inspection; defer broad test suites, lint, typecheck, and full verification until after this pass. Report any verification concerns and the focused task check to run next. **Inline one-off abstractions:** - Helper functions with a single call site — inline them - Wrapper types that add no behavior — remove the wrapper - Interfaces with a single implementation and no test mock — remove the interface **Remove speculative code:** - Unused function parameters or return values - Config options that are parsed but never read - "Reserved for future" scaffolding, empty extension points - Feature flags with no toggle mechanism **Reduce nesting:** - Replace nested if/else with early returns (guard clauses) - Replace nested ternaries with if/else or switch - Extract deeply nested blocks into named functions **Replace cleverness with clarity:** - Dense one-liners that hide intent — expand to readable multi-line - Overly generic code where a concrete implementation is simpler - Abstractions that add indirection without reducing duplication **Remove noise:** - Comments that restate code (`// increment counter` above `counter++`) - Redundant type annotations where inference works - Empty error handlers, unused catch variables - Leftover debug logging ### 3. Validate After the simplification pass, run the focused task check affected by the change. If anything breaks, the simplification changed behavior and must be corrected before continuing. Broad suites remain deferred unless the task or user explicitly requires them. ### 4. Summary Report what was simplified: - Files modified - What was removed/inlined/simplified - Lines removed (net) - Verification concerns or recommended focused checks
Excerpt, first 2,589 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 786d481
git clone https://github.com/kdlbs/kandev git -C kandev checkout 786d4817799e
The author documents no install command, so this uses the repository directly. Our verdict covers commit 786d4817799e 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
- !CAUTION B 89 / 100
first audit · source
786d4817799e
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Questions about Simplify
What does the Simplify skill do?
Is Simplify safe to install?
What can Simplify access on my machine?
How current is this page?
Sources
- github.com/kdlbs/kandev/tree/main/.agents/skills/simplify — the audited source at commit 786d4817799e and every finding aboveObserved · 18 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 Simplify skill do?
- Is Simplify safe to install?
- What can Simplify access on my machine?