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.
npx skills add MohmmedAshraf/symbiote --skill symbiote-impactgit clone --depth 1 https://github.com/MohmmedAshraf/symbioteWrote 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/mohmmedashraf/symbiote/symbiote-impact)<a href="https://agentmods.dev/skills/mohmmedashraf/symbiote/symbiote-impact"><img src="https://agentmods.dev/badge/skills/mohmmedashraf/symbiote/symbiote-impact/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/mohmmedashraf/symbiote/symbiote-impact"><img src="https://agentmods.dev/badge/skills/mohmmedashraf/symbiote/symbiote-impact.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 | $0.00064 | $0.00542 |
| Opus 5 | $0.00032 | $0.00271 |
| Sonnet 5 | $0.00013 | $0.00108 |
| Haiku 4.5 | $0.00006 | $0.00054 |
Grade A, and why
symbiote-impact 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 12d 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
Symbiote Impact Analysis
Analyze the blast radius of a code change before making it — trace dependencies, find affected files, and surface risks.
When to Use
- Before refactoring a widely-used function or module
- When renaming a symbol across the codebase
- To understand what tests might break from a change
- When planning a large-scale migration
Process
Step 1: Identify the Target
Determine what the user wants to change:
- A specific symbol (function, class, type) → use
get_impact - Uncommitted git changes → use
detect_changes - A file's full dependency tree → use
get_context_for_file
Step 2: Run Impact Analysis
For a specific symbol:
Use the get_impact MCP tool with the symbol name. It returns every affected file with confidence scores and traversal depth (max 3 levels).
For uncommitted changes:
Use the detect_changes MCP tool. It maps git diffs to modules and assigns risk levels.
For a file's dependency tree:
Use the get_context_for_file MCP tool to see all dependencies and dependents.
Step 3: Trace Deeper (if needed)
For high-risk changes, go deeper:
trace_flow— trace execution from an entry point through the call graphtrace_data— trace data flow forward or backward from a symbolfind_implementations— find all classes implementing an interface
Step 4: Check for Safe Rename
If the change is a rename, use rename_symbol MCP tool to get a preview of all files that would change (dry-run, no writes).
Step 5: Present Results
Summarize in this format:
## Impact Analysis: {symbol or change description}
**Direct dependents:** {count} files
**Transitive impact:** {count} files (depth {N})
**Risk level:** {low|medium|high}
### Affected Files
- `path/to/file.ts` — {why it's affected}
- `path/to/other.ts` — {why it's affected}
### Recommendations
- {what to test}
- {what to update}
- {risks to watch for}
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.
- 12d ago First seen · 73 lines · 64 tokens per session scan A d7d745b9cfc8
symbiote-impact is a skill published in the GitHub repository MohmmedAshraf/symbiote (5 stars, last pushed 5mo ago), licensed MIT. It adds 64 tokens to every session and 542 once invoked, about $0.0003 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.
Other skills, from other repositories
dekko-verify
Sanity-check a suspiciously low or zero call-graph result from dekko (getcallers, getcallees, findusages, impactedtests, unused) before concluding "no callers" or "dead code," or a heritage/throws-provenance result (query supertypes, query subtypes, query throws) that labels something (external) when you expect it to…
dekko-review-context
Give a code-review or PR-description flow a structural head start before reading a diff line by line. Trigger when the user asks for a PR description, a pre-merge summary, or invokes a code-review flow (this repo's open-agent-hub:review//review, or an equivalent in another environment) against a diff in a repo with a…
simplify
Review recent code changes for reuse, code quality, and efficiency, then directly apply straightforward cleanup improvements. Use when the user wants a post-implementation cleanup pass, pre-PR polish, or asks to simplify/refine recent changes. Invoke with /simplify or /simplify .
issue-creation
Trigger: issue creation, bug reports, feature requests, or issue approval. Create and triage GitHub issues from repository evidence.
sdd-tasks
Break an SDD change into implementation tasks. Trigger: orchestrator launches task planning for a change.
work-unit-commits
Plan commits as reviewable work units. Trigger: implementation, commit splitting, chained PRs, or keeping tests and docs with code.