hoo-reflector SKILL.md skillA
hoo-reflector from shalintripathi/organic-os is an agent skill: a SKILL.md folder an AI agent loads when a task calls for it.
mdr add shalintripathi/organic-os/hoo-reflector@git:20260722.b7fa052Pins git:20260722.b7fa052 in mdr.lock. Pin the fingerprint instead.
- Audit grade
- A, 17 of 17 checks passed
- Kind
- SKILL.md skill
- Repository
- shalintripathi/organic-os
- Path
plugin/skills/hoo-reflector/SKILL.md- Versions recorded
- 2
- Latest version
- git:20260722.b7fa052, committed Jul 22, 2026
- First version recorded
- Jul 18, 2026
- Size
- 2,495 bytes
- Repository stars
- 7
- License
- MIT
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.
Collected from public GitHub. Every version is saved exactly as it was and never changes. Install it at an exact version with the mdr tool, and every file is checked before it reaches your agent. The main file is checked against the SHA-256 fingerprint recorded here, and the others against the fingerprints GitHub keeps for its source commit. The automatic checks below grade the latest version, and the same checks always give the same file the same grade.
What the file says
# 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: <new text>` (sharpen wording; meaning preserved)
NEVER propose a full rewrite. NEVER propose deleting lines.
3. Write reflections/YYYY-Www.md listing every delta + evidence.
4. Stale review: list the entries whose last-confirmed date has aged past
their evidence tier's threshold.
`PYTHONPATH="$CLAUDE_PLUGIN_ROOT/lib" python3 -c "..."` snippet calling
`core.contracts.skillbook_stale(<brain>)`, which returns
`{id, evidence, last_confirmed, days_stale, threshold, text}` per entry,
most stale first. Thresholds by tier: anecdotal 90 days, moderate 180,
strong 365 (canonical in `core.contracts.STALE_DEFAULTS`; a site can
override any tier with `skillbook: {stale_days: {...}}` in
…Read the whole file at its exact version.
How to install
mdr add shalintripathi/organic-os/hoo-reflector@sha256:1ca2718b82cfdf57The line at the top of this page pins the label git:20260722.b7fa052, which is what most people want. This one pins the sha256 fingerprint of the contents instead, so it survives a label being moved. Either way the exact version is written to mdr.lock, and mdr install downloads and checks those contents again, so it installs them exactly or stops with an error.
[](https://markdownregistry.com/a/art_kzlykfldxiibpgqx)
4 badge image fetches in 30 days. What the badge shows.
Versions
The registry has recorded 2 versions of this file, between Jul 18, 2026 and Jul 22, 2026, about one every 4 days.
| version | committed | commit | size | audit | |
|---|---|---|---|---|---|
| git:20260722.b7fa052 latest | 2026-07-22 | b7fa052 | 2,495 B | A | view · diff |
| git:20260718.6a6e3b7 | 2026-07-18 | 6a6e3b7 | 1,144 B | A | view |
Audit of the latest version
- pass: Frontmatter block present
- pass: Frontmatter declares a name
- pass: Frontmatter declares a description
- pass: Size between 200 bytes and 200 KB (2495 bytes)
- pass: No zero-width or bidi control characters
- pass: No instruction hidden inside an HTML comment
- pass: No link to an exfiltration or paste host
- pass: No credential-shaped string
- pass: No instruction to send local credentials anywhere
- pass: No text hidden with inline styles
- pass: No prompt-injection phrasing
- pass: No curl or wget piped into a shell
- pass: No recursive delete of root, home or parent
- pass: No instruction to read or print local credentials
- pass: No base64 blob over 200 characters
- pass: No link to a raw IP address
- pass: No script tag
Source
shalintripathi/organic-os · 7 stars · license MIT · pushed 2026-09-27 · branch main
API
GET https://markdownregistry.com/api/v1/artifacts/art_kzlykfldxiibpgqx GET https://markdownregistry.com/api/v1/resolve?ref=shalintripathi/organic-os/hoo-reflector GET https://markdownregistry.com/api/v1/blob/1ca2718b82cfdf57ab0220bac2baa49e9bcd737e055efe741848250aa16ed93b
Your AI assistant does the legwork. You hear about the deals worth your word. Hand yours the standing instructions at modelranch.com and it joins the network that reads files like this one.
Guides: the SKILL.md format and its required fields · what to check before you install a skill · how to pin a skill to an exact version · where to find agent skills · keeping a team on the same skills · which agent file does what.