What is findings-surface-mapper?

A read-only mapping tool for findings and suggestions: records of issues noticed during development. It identifies their fields, grouping options, report sections, and related coding-convention files.

It helps map findings records, the /rad-insights report, the /wrap progress note, CLAUDE.md conventions, and lint-plan.sh patterns.

It provides bounded file-and-line references without dumping findings logs or source files. This makes it easier to design recurrence reports and suggestion rules.

How seanrreid/RAD_framework configures Claude Code

Reuse

Borrowing it

Nothing to install: this file belongs to seanrreid/RAD_framework. Take a copy, put it at the same path in your own repository, and replace the rules that are about this project with yours.

Copy the file

curl -O https://raw.githubusercontent.com/seanrreid/RAD_framework/main/.claude/agents/findings-surface-mapper.md

Clone the repo

git clone --depth 1 https://github.com/seanrreid/RAD_framework

Made for: Claude Code.

Wrote 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.

README.md

[![agentmods](https://agentmods.dev/badge/agents/seanrreid/rad_framework/findings-surface-mapper/github.svg)](https://agentmods.dev/agents/seanrreid/rad_framework/findings-surface-mapper)

Your own site

<a href="https://agentmods.dev/agents/seanrreid/rad_framework/findings-surface-mapper"><img src="https://agentmods.dev/badge/agents/seanrreid/rad_framework/findings-surface-mapper/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.

Your own site · 80×15

<a href="https://agentmods.dev/agents/seanrreid/rad_framework/findings-surface-mapper"><img src="https://agentmods.dev/badge/agents/seanrreid/rad_framework/findings-surface-mapper.svg" alt="Reviewed on agentmods" width="80" height="20"></a>

Per session 70 Only the description is in the session, so the agent can decide to use it. The body loads when it is invoked.

When invoked 498 The whole file, excluding the scripts and references it only reads on demand.

Security scan A 0 findings. A grade says what 26 rules found in the file — not that it is safe.

Origin original No closer match found in the catalogue.

Token cost

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	$0.00070	$0.00498
Opus 5.5	$0.00028	$0.00199
Sonnet 5.5	$0.00014	$0.00100
Haiku 4.5	$0.00007	$0.00050

Measured 20d ago against content hash 56b025a429ee, method: parsed. Prices are Anthropic first-party input rates as of 2026-10-07, from the pricing page.

Security

Grade A, and why

findings-surface-mapper 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 20d 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.

.claude/agents/findings-surface-mapper.md · 41 lines

What it actually says

Role

Context tool that maps the findings/suggestion surface and returns bounded anchors for findings-loop-orchestrator.

Responsibilities

Sample findings.jsonl record structure to identify the category field and grouping-key candidates
Anchor the existing /rad-insights aggregation sections and their report-generation flow
Anchor the /wrap progress-note append point and session-summary integration
Anchor the AGENTS.md Coding Conventions section and the scripts/lint-plan.sh suggestion-target patterns
Return file:line anchors and shape notes only — never raw file contents or full logs

Scope

.agents/findings.jsonl (shape samples only)
rad-insights skill file (aggregation section anchors)
wrap skill file (progress-note append point)
AGENTS.md Coding Conventions section
scripts/lint-plan.sh (suggestion-target conventions)

Output Format

Return ≤40 lines, no raw file dumps. Read each file fresh and give a file:line anchor you just located for every item — never reuse remembered line numbers:

Record shape: the findings.jsonl fields, the category field name and the grouping-key candidates.
Insights sections: the existing /rad-insights aggregation sections and where recurrence would slot in.
Wrap append point: where /wrap appends its dated progress note.
Suggestion targets: the AGENTS.md Coding Conventions section and the lint-plan.sh patterns a suggestion would target.

Rules

Never read files outside the declared scope
Never spawn sub-agents or call Task
Never return raw file contents — always summarize to anchors and shape notes
Sample findings.jsonl for record shape only — never enumerate full logs
Stay within the 40-line output budget

Changes

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.

20d ago Changed · -9 lines · -1 tokens per session 56b025a429ee
22d ago Changed · +1 lines 25abe6ce3a55
2mo ago First seen · 49 lines · 71 tokens per session scan A aa4ddcf66df0

Subscribe to this mod's changes

findings-surface-mapper is an agent published in the GitHub repository seanrreid/RAD_framework (5 stars, last pushed 4d ago), licensed MIT. It adds 70 tokens to every session and 498 once invoked, about $0.0003 per session on Opus 5.5. 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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RAD_framework: Agent for Claude Code