# Hoo Reflector

> Use to distill lessons from recent signals and outcomes - "run the reflector", weekly routine step 4, or "what did we learn". Proposes skillbook deltas; the curator merge is gated.

- **Type:** Skill
- **Install:** `agentstack add skill-shalintripathi-organic-os-hoo-reflector`
- **Verified:** Yes — security-reviewed for prompt injection and unsafe behavior
- **Seller:** [shalintripathi](https://agentstack.voostack.com/s/shalintripathi)
- **Installs:** 0
- **Category:** [AI & ML](https://agentstack.voostack.com/c/ai-and-ml)
- **Latest version:** 0.1.0
- **License:** MIT
- **Upstream author:** [shalintripathi](https://github.com/shalintripathi)
- **Source:** https://github.com/shalintripathi/organic-os/tree/main/plugin/skills/hoo-reflector
- **Website:** https://organicos.shivaatripathi.com

## Install

```sh
agentstack add skill-shalintripathi-organic-os-hoo-reflector
```

Requires the [AgentStack CLI](https://agentstack.voostack.com/docs/cli). Works with Claude Code, Cursor, and any MCP-compatible agent.

## About

# Reflector (weekly) - propose deltas, never write directly

1. Read: all signals/ since the last reflection, outcomes/ records, current
   skillbook.md, the last reflections/ file.
2. Propose deltas, each referencing an entry ID or NEW:
   - NEW lesson (with evidence tag + source: which signal/outcome proves it)
   - `S-nnn helpful+1` / `harmful+1` (an outcome confirmed/contradicted it)
   - `S-nnn deprecate` (contradicted repeatedly - cite the evidence)
   - `S-nnn edit: ` (sharpen wording; meaning preserved)
   NEVER propose a full rewrite. NEVER propose deleting lines.
3. Write reflections/YYYY-Www.md listing every delta + evidence.
4. Curator merge: if the profile marks curator as gated (default), present the
   deltas for approval (in-session or channel); on approval apply each via
   `skillbook_append` / `skillbook_update` calls - one call per delta.
5. Commit "reflection: YYYY-Www" if git.

## Source & license

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

- **Author:** [shalintripathi](https://github.com/shalintripathi)
- **Source:** [shalintripathi/organic-os](https://github.com/shalintripathi/organic-os)
- **License:** MIT
- **Homepage:** https://organicos.shivaatripathi.com

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

## Pricing

- **Free** — Free

## Security capabilities

Automated source analysis of v0.1.0 — what this tool can access:

- **Network access:** no
- **Filesystem access:** no
- **Shell / process execution:** no
- **Environment & secrets:** no
- **Dynamic code execution:** no

*"Yes" means the capability is present in the source — more access means more to trust, not that it is unsafe.*


## Versions

- **0.1.0** — security scan: passed — Imported from the upstream source.

## Links

- Listing page: https://agentstack.voostack.com/l/skill-shalintripathi-organic-os-hoo-reflector
- Seller: https://agentstack.voostack.com/s/shalintripathi
- Browse the marketplace: https://agentstack.voostack.com/browse

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Listed on AgentStack — the marketplace for AI agent skills and MCP servers. Every listing is security-reviewed. Creators keep 70%.