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SKILL verified MIT Self-run

Reflect

skill-byerlikaya-claude-starter-kit-reflect · by byerlikaya

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Install

$ agentstack add skill-byerlikaya-claude-starter-kit-reflect

✓ scanned · ✓ verified, works with Claude Code, Cursor, and more.

Security review

✓ Passed

No issues found. Passed automated security review. · v0.1.0 How review works →

  • Prompt-injection patterns
  • Secret / credential exfiltration
  • Dangerous shell & filesystem operations
  • Untrusted network calls
  • Known-malicious package signatures

What it can access

  • Network access No
  • Filesystem access No
  • Shell / process execution No
  • Environment & secrets No
  • Dynamic code execution No

From automated source analysis of v0.1.0. “Used” means the capability is present in the source — more access means more to trust, not that it’s unsafe.

View the full security report →

Verified badge

Passed review? Show it. Paste this badge into your README, it links to the public security report.

AgentStack Verified badge Links to your public security report.
[![AgentStack Verified](https://agentstack.voostack.com/badges/verified.svg)](https://agentstack.voostack.com/security/report/skill-byerlikaya-claude-starter-kit-reflect)

Reliability & compatibility

Security review passed
0 installs to date
no reviews yet
2mo ago

Declared compatibility

Claude CodeClaude Desktop

Compatibility is declared by the source manifest. End-to-end runtime verification is coming, see below.

Preview Execution monitoring

We're building live execution health for every listing: tool-call success rate, median latency, uptime, and last-checked timestamps, measured, not self-reported. It isn't live yet, so we don't show numbers we can't stand behind.

How agent discovery & health will work →
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About

Reflect — step back and audit the work, not just the code

When

A nontrivial chunk of work just finished (a feature, a plan, a debugging session) and it's worth a deliberate step back before committing or moving on. This is the meta-cognitive counterpart to [[iterate]]: iterate drives a change to its exit test; reflect asks whether the exit test — and the approach behind it — was even the right one. Skip it for a one-line, unambiguous change; there's nothing to reflect on.

The pass

Ask each question honestly and write the answer, not a reassurance:

  1. Unverified assumptions — what did I take for granted that I never checked? Name each one and whether it

was actually confirmed (read the code / ran the flow) or just assumed.

  1. What got skipped — an edge case, an error path, a test, a doc update, a security/privacy angle. What was

silently dropped, and was that a conscious trade-off or an oversight?

  1. Right approach? — with hindsight, is this the direction we'd still pick? Did scope creep in? Is there a

simpler path we walked past ([[code-review]] altitude: could 200 lines be 50)?

  1. Evidence gap — which claims of "done" / "works" rest on having observed behavior vs. on inference?

An unobserved "it works" is a finding (see [[iterate]] / verify: drive the real flow).

  1. What I'd tell the next session — the one thing a fresh context most needs to know (feeds [[handoff]]).

Guardrails

  • Findings, not code. Reflect surfaces gaps; the relevant specialist fixes them (a found gap re-enters

[[iterate]] or the author agent). It changes nothing itself.

  • Honest, not performative. A retro that only confirms good work is a failed retro. If nothing is found,

say specifically why you're confident (what was verified), don't just assert it.

  • Bounded. One pass, concrete findings, then act or close — not an open rumination loop.
  • Token discipline ([[token-budget]]): a short ranked findings list to the main thread; detail to a file.

DoD (this skill's contribution)

  • Assumptions are labeled verified vs. assumed; unverified ones are flagged, not buried.
  • Skipped items and any scope creep are named explicitly.
  • Every "done/works" claim is traced to observed evidence or marked as inference.
  • Findings are actionable (each maps to a fix, a follow-up, or an accepted trade-off).

Source & license

This open-source skill is cataloged on AgentStack and links to its original source — we do not rehost the code.

Install and usage instructions live in the source repository linked above.

Reviews

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Versions

  • v0.1.0 Imported from the upstream source.