confidence SKILL.md skillA
confidence from psygreg/agent-reflex is an agent skill: a SKILL.md folder an AI agent loads when a task calls for it.
mdr add psygreg/agent-reflex/confidence@git:20261017.1453647Pins git:20261017.1453647 in mdr.lock. Pin the fingerprint instead.
- Audit grade
- A, 17 of 17 checks passed
- Kind
- SKILL.md skill
- Repository
- psygreg/agent-reflex
- Path
plugins/claude-code/skills/confidence/SKILL.md- Versions recorded
- 1
- Latest version
- git:20261017.1453647, committed Oct 17, 2026
- Size
- 1,387 bytes
- Repository stars
- 2
- License
- Apache-2.0
Ask the System One classifier to evaluate the current line of thought or draft solution and return a confidence verdict. Use before committing to a solution on a medium or high complexity task. Returns CONTINUE or RESTART.
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
# Confidence check
Evaluate the current line of thought or draft solution with the System One
classifier and follow its verdict.
1. Gather the current line of thought or draft solution as one block of text.
2. Run the confidence check script with that text:
```
"${CLAUDE_PLUGIN_ROOT:-$HOME/.claude/plugins/agent-reflex}/scripts/confidence.sh" check
```
Pass the thought through stdin. The script returns a confidence percentage and
a verdict.
3. Interpret the verdict:
- **CONTINUE** — the line of thought is direct, correct, and without redundant
loops. Proceed with it.
- **RESTART** — the confidence is below the threshold for the current
complexity level. Discard that line of thought and solve the problem again,
focusing on the cleanest, most direct solution.
If the script reports the classifier is unavailable, continue with the current
approach and note that the check could not run.
Thresholds: simple 0.75, medium/high 0.85 (the plugin's default). The level is
read from the state the classify hook stored for this session; when absent the
simple threshold applies.Read the whole file at its exact version.
How to install
mdr add psygreg/agent-reflex/confidence@sha256:bce9b78a9b221e16The line at the top of this page pins the label git:20261017.1453647, 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_cdzgdvuzy72jtwgi)
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Versions
The registry has recorded 1 version of this file, committed on Oct 17, 2026.
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 (1387 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
psygreg/agent-reflex · 2 stars · license Apache-2.0 · pushed 2026-11-04 · branch main
API
GET https://markdownregistry.com/api/v1/artifacts/art_cdzgdvuzy72jtwgi GET https://markdownregistry.com/api/v1/resolve?ref=psygreg/agent-reflex/confidence GET https://markdownregistry.com/api/v1/blob/bce9b78a9b221e16dc298a475618847f3cf4446d5cd9f31dd6d81be8572c4997
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 psygreg/agent-reflex
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