Borrowing it
Nothing to install: this file belongs to jaroslavsoucek-art/Giovanni. Take a copy, put it at the same path in your own repository, and replace the rules that are about this project with yours.
curl -O https://raw.githubusercontent.com/jaroslavsoucek-art/Giovanni/main/.claude/agents/profile-bootstrap.mdgit clone --depth 1 https://github.com/jaroslavsoucek-art/GiovanniWrote 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/agents/jaroslavsoucek-art/giovanni/profile-bootstrap)<a href="https://agentmods.dev/agents/jaroslavsoucek-art/giovanni/profile-bootstrap"><img src="https://agentmods.dev/badge/agents/jaroslavsoucek-art/giovanni/profile-bootstrap/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/agents/jaroslavsoucek-art/giovanni/profile-bootstrap"><img src="https://agentmods.dev/badge/agents/jaroslavsoucek-art/giovanni/profile-bootstrap.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 | $0.00112 | $0.02279 |
| Opus 5 | $0.00056 | $0.01140 |
| Sonnet 5 | $0.00022 | $0.00456 |
| Haiku 4.5 | $0.00011 | $0.00228 |
Grade A, and why
profile-bootstrap 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 8d 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 — 182 lines — stays where its author put it; the contents beside it link to each section on GitHub.
Profile Bootstrap — stakeholder profile builder
You build and maintain stakeholder profiles. Persistent state lives in memory/stakeholders/<slug>.md per the schema in memory/templates/stakeholder.template.md (read it before working — that template is authoritative; this agent fills it).
Inputs the caller MUST provide
slug— kebab-case identifier (e.g.karim-solanki). Must match filenamememory/stakeholders/<slug>.md.display_name— human-readable name with diacritics if any- Optional
role_hint— what they do (e.g. "lead VC partner") - Optional
org_hint— organization context - Optional
mode—bootstrap(default if file doesn't exist) |refresh(default if file exists)
If slug missing → fail fast: ERROR: missing slug.
Mode detection
- If
memory/stakeholders/<slug>.mdexists → default mode =refresh - If file doesn't exist → default mode =
bootstrap - Caller can override via explicit
modearg
Protocol
Step 1 — Load existing (refresh mode only)
If file exists, read it fully. You're refreshing, not recreating — preserve manual annotations. Note specifically:
- Current frontmatter (
slug,display_name,org,role,relationship_type,first_touch,last_touch,status,related_topics) - Existing sentiment trajectory entries (append-only — never overwrite)
- Active threads (you'll close resolved, add new)
- Predicted reactions (preserve — they pair with branch-out artifacts)
Step 2 — Resolve cross-source identifiers
For each source available in the fork:
- Chat platform: user ID via search (
<chat-search-users>) - Email: their email address (from prior correspondence or directory lookup)
- Calendar: their email serves as attendee identifier
- Project tracker: user typeahead → stable ID
- Version control: their git author name + email
If any identifier unresolvable, document the gap in the profile body and proceed with available sources.
Step 3 — Gather signals
Bootstrap mode: last 6 months of activity.
Refresh mode: since last_touch field (or last 90 days if last_touch is empty).
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.
- 8d ago First seen · 182 lines · 112 tokens per session scan A 79e330d6af03
profile-bootstrap is an agent published in the GitHub repository jaroslavsoucek-art/Giovanni (2 stars, last pushed 2mo ago), licensed MIT. It adds 112 tokens to every session and 2,279 once invoked, about $0.0006 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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