evaluate-skill SKILL.md skillA

evaluate-skill from hassan-mohiddin/freeflow is an agent skill: a SKILL.md folder an AI agent loads when a task calls for it.

Install it, pinned
mdr add hassan-mohiddin/freeflow/evaluate-skill@git:20260821.506bc98

Pins git:20260821.506bc98 in mdr.lock. Pin the fingerprint instead.

Audit grade
A, 17 of 17 checks passed
Kind
SKILL.md skill
Repository
hassan-mohiddin/freeflow
Path
.deprecated/skill-tooling-pre-rewrite/skills/evaluate-skill/SKILL.md
Versions recorded
1
Latest version
git:20260821.506bc98, committed Aug 21, 2026
Size
5,614 bytes
Repository stars
4
License
MIT

Use when evaluating, comparing, or making readiness claims about agent-skill behavior.

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

# Evaluate Skill

Judge whether an exact skill changes agent behavior as intended under natural pressure. Evidence outranks confident prose.

A **variant** is one fixed skill-and-context condition being compared. The **subject** is the agent performing the natural task under that variant.

Inline examples teach the subject. They are part of the candidate, not evaluation evidence. Behavioral evals keep criteria outside the natural prompt and test what the agent actually does.

## Route First

- Grade adequate saved evidence before proposing a rerun or wording change.
- Reuse an existing case unchanged when it already preserves the failure and fixed criteria.
- For a draft-only request, use [Write Skill](../write-skill/SKILL.md), record the result as Draft or Unverified in the eval artifact, report, or response, and keep that status out of the subject `SKILL.md`; do not fake a run.
- Require evidence relevant to every readiness or host-support claim.
- After infrastructure failure, discard partial outcomes and rerun every variant as one whole case.
- Follow explicit constraints. Do not mutate adequate evidence merely to demonstrate process order.

## Name The Question
…

Read the whole file at its exact version.

How to install

The exact contents, by fingerprint
mdr add hassan-mohiddin/freeflow/evaluate-skill@sha256:b326a2be3a69c34c

The line at the top of this page pins the label git:20260821.506bc98, 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.

Badge

mdr badge

[![mdr](https://markdownregistry.com/badge/art_ewgrlfi3ulh6r5xz.svg)](https://markdownregistry.com/a/art_ewgrlfi3ulh6r5xz)

1 badge image fetches in 30 days. What the badge shows.

Versions

The registry has recorded 1 version of this file, committed on Aug 21, 2026.

versioncommittedcommitsizeaudit
git:20260821.506bc98 latest2026-08-21 506bc98 5,614 BA view

Audit of the latest version

A  17 of 17 checks passed. Fixed automatic checks with no AI involved, so the same checks give the same answer every run.
  • pass: Frontmatter block present
  • pass: Frontmatter declares a name
  • pass: Frontmatter declares a description
  • pass: Size between 200 bytes and 200 KB (5614 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

GitHub

hassan-mohiddin/freeflow · 4 stars · license MIT · pushed 2026-10-19 · branch main

API

GET https://markdownregistry.com/api/v1/artifacts/art_ewgrlfi3ulh6r5xz
GET https://markdownregistry.com/api/v1/resolve?ref=hassan-mohiddin/freeflow/evaluate-skill
GET https://markdownregistry.com/api/v1/blob/b326a2be3a69c34c278feae743a5666ec87c02fcb18d2072de4aca7b59dc993c

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 hassan-mohiddin/freeflow

delegation-harness SKILL.md skill
hassan-mohiddin/freeflow · .deprecated/delegation-harness/evals/subjects/neutral/SKILL.md · Use when coordinating Freeflow Pi/cmux pane delegation, orchestrator/planning-parent/execution-parent workflows, task…
git:20260821.506bc98 · audit A · 4 stars
delegation-harness SKILL.md skill
hassan-mohiddin/freeflow · .deprecated/delegation-harness/skills/delegation-harness/SKILL.md · Use when coordinating Freeflow Pi/cmux pane delegation, orchestrator/planning-parent/execution-parent workflows, task…
git:20260821.506bc98 · audit A · 4 stars
context-virtualization SKILL.md skill
hassan-mohiddin/freeflow · .deprecated/legacy-context/capabilities/context-virtualization/SKILL.md · Use after broad or noisy tool evidence has been safely narrowed or exhausted, or when an activity boundary leaves raw…
git:20260925.4e1eba8 · audit A · 4 stars
conversation-history SKILL.md skill
hassan-mohiddin/freeflow · .deprecated/legacy-context/capabilities/conversation-history/SKILL.md · Use when the next decision requires exact prior conversation wording, rationale, chronology, or provenance that is…
git:20260925.4e1eba8 · audit A · 4 stars
mode-contract SKILL.md skill
hassan-mohiddin/freeflow · .deprecated/modes/qualification/subjects/neutral/mode-contract/SKILL.md · Use when a user asks to set, change, infer, or discuss conversation/workflow/strict-workflow mode, or when task risk…
git:20260826.f022743 · audit A · 4 stars
mode-contract SKILL.md skill
hassan-mohiddin/freeflow · .deprecated/modes/skills/mode-contract/SKILL.md · Use when choosing, changing, or explaining how Freeflow mode applies to current work.
git:20260826.f022743 · audit A · 4 stars
output-router SKILL.md skill
hassan-mohiddin/freeflow · .deprecated/output-router/capabilities/output-router/SKILL.md
git:20260822.9c5afa5 · audit C · 4 stars
output-router SKILL.md skill
hassan-mohiddin/freeflow · .deprecated/output-router/skill-eval/qualification/subjects/neutral/output-router/SKILL.md · Use after the Workflow, Decision Gate, or Discuss route is clear when choosing between native tools and Freeflow routed…
git:20260822.9c5afa5 · audit A · 4 stars
review-pr SKILL.md skill
hassan-mohiddin/freeflow · .deprecated/skill-evals-v1/fixtures/tiny-eval-method-app/skills/review-pr/SKILL.md · Use when reviewing a pull request or local diff before merge.
git:20260821.506bc98 · audit B · 4 stars
triage-question SKILL.md skill
hassan-mohiddin/freeflow · .deprecated/skill-evals-v1/fixtures/tiny-eval-method-app/skills/triage-question/SKILL.md · Use when the user asks whether an issue, task, or product decision already exists.
git:20260821.506bc98 · audit A · 4 stars
AGENTS.md@.deprecated/skill-evals-v1/fixtures/tiny-post-setup-invalid-config-app AGENTS.md file
hassan-mohiddin/freeflow · .deprecated/skill-evals-v1/fixtures/tiny-post-setup-invalid-config-app/AGENTS.md
git:20260821.506bc98 · audit B · 4 stars
AGENTS.md@.deprecated/skill-evals-v1/fixtures/tiny-post-setup-missing-config-app AGENTS.md file
hassan-mohiddin/freeflow · .deprecated/skill-evals-v1/fixtures/tiny-post-setup-missing-config-app/AGENTS.md
git:20260821.506bc98 · audit B · 4 stars

Every file in hassan-mohiddin/freeflow

Other files named evaluate-skill

evaluate-skill SKILL.md skill
edonadei/caliper · skills/evaluate-skill/SKILL.md · Run, read, and diagnose a skill's Caliper eval — its success rate over k attempts, whether it fires, and whether it…
git:20261009.dff52c2 · audit A · 217 stars

Browse by kind, by grade A, or by owner.