Getting it into your agent
This one installs as part of its plugin. Adding the marketplace and installing the plugin brings it with everything else the plugin ships.
/plugin marketplace add SeongwoongCho/adaptive-harness/plugin install adaptive-harnessWrote this? Show the measurements
A badge with what this costs and how it scanned, read live from this page, so it follows the numbers instead of freezing them. Markdown for a README, HTML for a documentation site or a project page.
[](https://agentmods.dev/skills/seongwoongcho/adaptive-harness/migrate)<a href="https://agentmods.dev/skills/seongwoongcho/adaptive-harness/migrate"><img src="https://agentmods.dev/badge/skills/seongwoongcho/adaptive-harness/migrate/github.svg" alt="Measured on agentmods" height="20"></a>Or the 80×15 button, for a site that already has a row of RSS and ATOM ones. Only the verdict fits; the numbers stay here.
<a href="https://agentmods.dev/skills/seongwoongcho/adaptive-harness/migrate"><img src="https://agentmods.dev/badge/skills/seongwoongcho/adaptive-harness/migrate.svg" alt="Reviewed on agentmods" width="80" height="20"></a>What it costs to keep this loaded
Counted locally with the o200k_base tokenizer, which is exact for GPT models; Claude uses its own tokenizer and its counts differ. Treat this as one consistent yardstick across the catalogue rather than a bill. Prices are per million input tokens.
| Model | Per session | Once invoked |
|---|---|---|
| Fable 5.1 | $0.00040 | $0.00709 |
| Opus 5 | $0.00020 | $0.00354 |
| Sonnet 5 | $0.00008 | $0.00142 |
| Haiku 4.5 | $0.00004 | $0.00071 |
Grade A, and why
migrate scanned grade A with 0 findings against 26 rules in 11 categories — prompt injection, anti-refusal, data exfiltration, privilege escalation, supply chain, agent snooping, system-prompt leakage, SSRF and excessive agency — measured 10d ago.
A static scan of the body, not an audit. Every finding is printed with the line that produced it so you can judge whether it matters here. A mod is markdown that instructs an agent; that is exactly why what it instructs is worth reading.
Nothing flagged
None of the 26 patterns this scan looks for appear in this file: no shell pipes, no recursive deletes, no credential paths, no hidden text, no instruction-override or anti-refusal phrasing, no agent-config snooping. That is not a guarantee, it is the absence of the things that are checkable.
How it starts
The opening of the file, as written. The whole thing — 104 lines — stays where its author put it; the contents beside it link to each section on GitHub.
adaptive-harness migrate
Run this skill whenever you need to manually migrate the project's .adaptive-harness state to match the current plugin version. Typically this is triggered automatically at session start, but you can also invoke it manually via /adaptive-harness:migrate.
When to Use
- You updated the adaptive-harness plugin and want to apply migrations immediately
- The session-start hook reported a migration notice but you want a detailed report
- You suspect the project state is out of sync with the plugin version
Steps
1. Locate the migrate script
The migration script is at ${PLUGIN_ROOT}/hooks/migrate.sh. Discover PLUGIN_ROOT from .adaptive-harness/.plugin-root if set, or use the CLAUDE_PLUGIN_ROOT environment variable.
PLUGIN_ROOT=$(cat .adaptive-harness/.plugin-root 2>/dev/null || echo "${CLAUDE_PLUGIN_ROOT}")
2. Run migrate.sh
bash "${PLUGIN_ROOT}/hooks/migrate.sh"
This outputs a JSON summary to stdout. Capture it:
MIGRATE_OUTPUT=$(bash "${PLUGIN_ROOT}/hooks/migrate.sh")
3. Parse and report the JSON output
The JSON output has this structure:
{
"status": "migrated",
"migrated": true,
"from_version": "0.9.0",
"to_version": "1.0.0",
"harnesses_added": ["new-harness-name", "another-harness"],
"config_fields_added": ["evolution", "ensemble"],
"changes": { ... }
}
Or when already up to date:
{
"status": "up_to_date",
"version": "1.0.0"
}
Or when migration was skipped:
{
"status": "skipped",
"reason": "ADAPTIVE_HARNESS_SKIP_MIGRATION=1"
}
4. Report to the user
After running, report in a concise format:
adaptive-harness migration complete.
Version: 0.9.0 → 1.0.0
Harnesses added: new-harness-name, another-harness
Config fields added: evolution, ensemble
Backup: .adaptive-harness/harness-pool.json.bak
If already up to date, report:
adaptive-harness is already up to date (version 1.0.0). No migration needed.
What this file has done since we first saw it
Hashed on every crawl. A supply-chain change to an agent config is a question of when, not whether, so the history is kept rather than the latest state alone.
- 10d ago First seen · 104 lines · 40 tokens per session scan A e895e2aab187
migrate is a skill published in the GitHub repository SeongwoongCho/adaptive-harness (8 stars, last pushed 5mo ago), licensed MIT. It adds 40 tokens to every session and 709 once invoked, about $0.0002 per session on Opus 5. A static security scan graded it A with 0 findings. No closer match exists in the catalogue, so it is treated as the original; first seen 2026-08-31.
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