Individual skill
project-findings-onto-graph
Use when graph-backed security analysis is needed: project SARIF or reviewer findings onto a program graph; build or query a multi-language graph; summarize Trailmark structure; map smart-contract entry points; compare two refs or snapshots; or hunt confirmed vulnerability variants with pattern or graph seeding. Select findings, build-program-graph, trailmark-structural, entry-point-analyzer, graph-evolution, or variant-hunt mode and supply its required inputs. Not for security-finding triage: use triage-security-finding. Not for unrelated remote, credential, publish, deploy, or irreversible work.
.devin/skills/project-findings-onto-graph/SKILL.md
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- Last checked
- Nov 4, 2026
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- Repository last updated
- Sep 28, 2026
- License
- Apache-2.0
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Read excerpt
# Project findings and graph-backed security analysis
Graph-backed analysis gives external findings, source structure, entry points, structural changes, and confirmed root causes a common evidence surface. The default `findings` mode projects SARIF or other supported exports onto an existing graph. The other modes build or query that graph, summarize a Trailmark snapshot, analyze smart-contract entry points, compare two snapshots, or hunt variants of a confirmed root cause. Imported severity remains authoritative, and graph reachability never proves data flow.
## Contract
| Field | Bound contract |
|---|---|
| Trigger | A graph-backed security analysis is needed: findings must be projected onto a graph, a multi-language graph must be built or queried, Trailmark structure must be summarized, smart-contract entry points must be mapped, two refs or snapshots must be compared, or variants of a confirmed root cause must be hunted. |
| Authority | Reversible local. Reads the supplied source, graph, refs, snapshots, and finding exports. Depending on mode, writes graph exports, annotations, declared links, structural or variant reports, or temporary snapshot worktrees; `entry-point-analyzer` is read-only and emits only chat output. Temporary worktrees are removed before completion; no remote mutation occurs. |
| Side effect | `findings` writes graph annotations, severity or source subgraphs, and optionally an augmented export; `build-program-graph` writes graph exports, preanalysis annotations, and optional links; `trailmark-structural` emits its summary or full payload; `entry-point-analyzer` emits a structured markdown report as chat output only and writes no file; `graph-evolution` and `variant-hunt` emit their named local reports. Roll back by deleting named artifacts, removing annotations by source tag, and removing any temporary snapshot worktrees. |
| Done | The selected mode's inputs are validated and its evidence is complete: findings are matched or explicitly unmatched with graph context and source severity preserved; `build-program-graph` has parser coverage, preanalysis, bounded queries, and limitations; `trailmark-structural` has its requested summary or full payload; `entry-point-analyzer` accounts for every file and classification; `graph-evolution` classifies every graph change; or `variant-hunt` triages every bounded candidate. |
## Inputs