Getting it into your agent
One page per mod, every tool's command on it. A separate URL per tool would split the same page into five that compete with each other.
npx skills add ericlitman/open-pstack --skill reflectgit clone --depth 1 https://github.com/ericlitman/open-pstackWrote this? Show the measurements
A badge with what this costs and how it scanned, read live from this page, so it follows the numbers instead of freezing them. Markdown for a README, HTML for a documentation site or a project page.
[](https://agentmods.dev/skills/ericlitman/open-pstack/reflect)<a href="https://agentmods.dev/skills/ericlitman/open-pstack/reflect"><img src="https://agentmods.dev/badge/skills/ericlitman/open-pstack/reflect/github.svg" alt="Measured on agentmods" height="20"></a>Or the 80×15 button, for a site that already has a row of RSS and ATOM ones. Only the verdict fits; the numbers stay here.
<a href="https://agentmods.dev/skills/ericlitman/open-pstack/reflect"><img src="https://agentmods.dev/badge/skills/ericlitman/open-pstack/reflect.svg" alt="Reviewed on agentmods" width="80" height="20"></a>- NVIDIA SkillSpector pass
What it costs to keep this loaded
Counted locally with the o200k_base tokenizer, which is exact for GPT models; Claude uses its own tokenizer and its counts differ. Treat this as one consistent yardstick across the catalogue rather than a bill. Prices are per million input tokens.
| Model | Per session | Once invoked |
|---|---|---|
| Fable 5.1 | $0.00036 | $0.00955 |
| Opus 5.5 | $0.00014 | $0.00382 |
| Sonnet 5.5 | $0.00007 | $0.00191 |
| Haiku 4.5 | $0.00004 | $0.00096 |
Grade A, and why
reflect scanned grade A with 0 findings against 26 rules in 11 categories — prompt injection, anti-refusal, data exfiltration, privilege escalation, supply chain, agent snooping, system-prompt leakage, SSRF and excessive agency — measured yesterday.
A static scan of the body, not an audit. Every finding is printed with the line that produced it so you can judge whether it matters here. A mod is markdown that instructs an agent; that is exactly why what it instructs is worth reading.
Nothing flagged
None of the 26 patterns this scan looks for appear in this file: no shell pipes, no recursive deletes, no credential paths, no hidden text, no instruction-override or anti-refusal phrasing, no agent-config snooping. That is not a guarantee, it is the absence of the things that are checkable.
How it starts
The opening of the file, as written. The whole thing — 61 lines — stays where its author put it; the contents beside it link to each section on GitHub.
Reflect
Mine the current conversation for durable learnings, then route them into skill edits.
Dispatch contract. Resolve every configured role through provider-dispatch.md. Reviewers need the parent's live MCP surface, so the default and supported portable route is inherit-parent (or its auto alias). Pass the transcript or digest plus any required evidence paths. On Codex, resolve remaining Claude tool names via codex-tools.md.
Invoke when the user says "reflect" or "/reflect". Skip when the conversation is trivial, off-topic, or already covered by an existing skill the parent followed correctly. One-offs are not learnings.
1. Locate the active transcript
Before fanning out, resolve and verify this conversation's transcript through the active-transcript mapping; otherwise pass a tight session digest.
2. Spawn three reviewers in parallel
Start all three read-only lanes in one fan-out phase through provider dispatch. Reviewers need MCP access to look up the tickets, chat threads, and observability traces the transcript references, so keep them native to the parent. The prompt forbids file writes; the parent applies edits. Pick each subagent's effort for the job, per the Subagents section of the poteto-mode skill.
| Lens | Model descriptor | Prompt template |
|---|---|---|
| Judgment | the reflect tooling, judgment, divergent, synthesizer descriptor (default inherit-parent) |
references/judgment-reviewer.md |
| Tooling | the reflect tooling, judgment, divergent, synthesizer descriptor (default inherit-parent) |
references/tooling-reviewer.md |
| Divergent | the reflect tooling, judgment, divergent, synthesizer descriptor (default inherit-parent) |
references/divergent-reviewer.md |
Pass each template verbatim, substituting the transcript path or digest where marked. Reviewers return findings in the Agent response body.
What ships with it
4 files beside SKILL.md in the same directory: the scripts, references and assets a skill reads on demand. Not counted in the per-session cost; read them before you install if any of them is executable.
What this file has done since we first saw it
Hashed on every crawl. A supply-chain change to an agent config is a question of when, not whether, so the history is kept rather than the latest state alone.
- yesterday Changed 4bd085d53e18
- 6d ago Changed · -12 lines 507294e05b2e
- 16d ago Changed b830e92ad664
- 1mo ago Changed · -6 lines 99e40a392f39
- 1mo ago First seen · 79 lines · 36 tokens per session scan A 632b04c39530
reflect is a skill published in the GitHub repository ericlitman/open-pstack (427 stars, last pushed yesterday), licensed MIT. It adds 36 tokens to every session and 955 once invoked, about $0.0001 per session on Opus 5.5. A static security scan graded it A with 0 findings. No closer match exists in the catalogue, so it is treated as the original; first seen 2026-08-30.
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