Getting it into your agent
One page per mod, every tool's command on it. A separate URL per tool would split the same page into five that compete with each other.
git clone --depth 1 https://github.com/ils15/pantheon-legacyWrote 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/commands/ils15/pantheon-legacy/pantheon-consolidate)<a href="https://agentmods.dev/commands/ils15/pantheon-legacy/pantheon-consolidate"><img src="https://agentmods.dev/badge/commands/ils15/pantheon-legacy/pantheon-consolidate/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/commands/ils15/pantheon-legacy/pantheon-consolidate"><img src="https://agentmods.dev/badge/commands/ils15/pantheon-legacy/pantheon-consolidate.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 | $0.00519 |
| Opus 5 | $0.00020 | $0.00260 |
| Sonnet 5 | $0.00008 | $0.00104 |
| Haiku 4.5 | $0.00004 | $0.00052 |
Grade A, and why
pantheon-consolidate 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 7d 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.
What it actually says
/pantheon-consolidate — Memory Consolidation
What: Finds similar/duplicate memory entries within a namespace using prefix grouping + Jaccard similarity, then merges them into a single entry. Reduces noise and improves search quality.
Usage
/pantheon-consolidate → Scan todos namespaces, modo interativo
/pantheon-consolidate --namespace=decisions → Só decisions namespace
/pantheon-consolidate --namespace=sessions --auto → Merge automático (sem confirmar)
/pantheon-consolidate --dry-run → Preview sem modificar nada
Flags
| Flag | Default | Descrição |
|---|---|---|
--namespace=<ns> |
all |
Namespace específico |
--auto |
off | Merge sem confirmação |
--dry-run |
off | Preview sem modificar |
--similarity=<0-1> |
0.7 |
Threshold de similaridade Jaccard |
How It Works
memory_list()→ obtém entradas do namespace- Agrupa por prefixo de key (até primeiro
/ou-) - Calcula similaridade Jaccard entre valores do mesmo grupo
- Se >= threshold → candidato a merge
- Modo interativo: mostra cada grupo e pergunta "Merge? (y/n)"
- Auto: substitui N entradas por 1 entrada consolidada
- Entradas originais são deletadas via
memory_forget()
Output
🧹 Memory Consolidation — namespace: decisions
Group: "FastAPI"
[1] "Decisão: usar FastAPI..." (2026-07-20)
[2] "FastAPI async patterns..." (2026-07-18)
[3] "FastAPI migration..." (2026-07-15)
Similarity: 0.82 ✅ → Merge candidate
Merge into: "Decisões sobre FastAPI: async patterns, migração concluída, preferência sobre Flask."
(y/n): y ✅ Merged (3 → 1)
Summary: 3 groups scanned, 2 merges performed, 5 entries → 3 entries
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.
- 7d ago First seen · 53 lines · 40 tokens per session scan A f4fb39ffc89e
pantheon-consolidate is a command published in the GitHub repository ils15/pantheon-legacy (10 stars, last pushed 8d ago), licensed MIT. It adds 40 tokens to every session and 519 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 2026-09-03.
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