reflect SKILL.md skillA
reflect from sneg55/agent-starter is an agent skill: a SKILL.md folder an AI agent loads when a task calls for it.
mdr add sneg55/agent-starter/reflect@git:20260706.1d51e3cPins git:20260706.1d51e3c in mdr.lock. Pin the fingerprint instead.
- Audit grade
- A, 17 of 17 checks passed
- Kind
- SKILL.md skill
- Repository
- sneg55/agent-starter
- Path
skills/reflect/SKILL.md- Versions recorded
- 3
- Latest version
- git:20260706.1d51e3c, committed Jul 6, 2026
- First version recorded
- Jun 9, 2026
- Size
- 3,385 bytes
- Repository stars
- 74
- License
- MIT
Per-project self-improvement - reads the .harness ledger and feedback memories, then proposes gated rule/threshold/ADR changes so the project stops repeating mistakes. Run periodically.
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
# Reflect: Per-Project Self-Improvement You are performing a reflection - turning the signal this project has captured into durable improvements. Nothing is applied without the developer's approval. ## Phase 1 - Orient (gather signal) - Run the stats script over the ledger: `~/.claude/hooks/harness-ledger-stats.sh --ledger .harness/ledger.jsonl --min-recurr 3` If that path doesn't exist, the hooks aren't installed at `~/.claude/hooks/` - run the copy from wherever this project keeps them. If the script prints all zeros there is no ledger yet (no signal captured) - stop; there is nothing to reflect on. - Read the current project rules in `CLAUDE.md` so you improve them rather than duplicate. - Read recent `feedback`-type memory files - these are the developer's explicit corrections and are the highest-value signal. Locate the memory directory first (it sits next to `MEMORY.md`; `find . -name MEMORY.md` if unsure), then `grep -l 'type: feedback' <memory-dir>/*.md`. - Read the most recent `.harness/reflections/*.md` report (if any) to recall the last metric snapshot and what was already changed. ## Phase 2 - Cluster …
Read the whole file at its exact version.
How to install
mdr add sneg55/agent-starter/reflect@sha256:6f189c0718c40200The line at the top of this page pins the label git:20260706.1d51e3c, 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_ikfmw7zpwhpl4fe7)
3 badge image fetches in 30 days. What the badge shows.
Versions
The registry has recorded 3 versions of this file, between Jun 9, 2026 and Jul 6, 2026, about one every 14 days.
| version | committed | commit | size | audit | |
|---|---|---|---|---|---|
| git:20260706.1d51e3c latest | 2026-07-06 | 1d51e3c | 3,385 B | A | view · diff |
| git:20260615.d335473 | 2026-06-15 | d335473 | 3,384 B | A | view · diff |
| git:20260609.8401a9d | 2026-06-09 | 8401a9d | 3,406 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 (3385 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
sneg55/agent-starter · 74 stars · license MIT · pushed 2026-09-14 · branch main
API
GET https://markdownregistry.com/api/v1/artifacts/art_ikfmw7zpwhpl4fe7 GET https://markdownregistry.com/api/v1/resolve?ref=sneg55/agent-starter/reflect GET https://markdownregistry.com/api/v1/blob/6f189c0718c40200098fa1faf6d61e1b60bcc5e270a36044ab358cb2e8a99d69
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.
More from sneg55/agent-starter
Every file in sneg55/agent-starter