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Timcai06/TTT-I-M

https://github.com/Timcai06/TTT-I-M · scanned 2026-06-16 00:36 UTC (2 months, 2 weeks ago)

32 raw signals (0 security + 32 graph)

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UNIFIED Repobility · multi-layer engine · AI coders

Complete repo analysis

Last scanned 2 months, 2 weeks ago · v1 · 32 actionable findings from 1 signal source. Security checks, system graph analysis, and verified AI-agent feedback are merged into one review queue.

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88.9% cov · 32 findings

Severity distribution — click a segment to filter

Active filters: excluding tests × Reset all

Severity: Critical 0 High 0 Medium 12 Low 11 9-Layer: Software Security Quality Integrity Frontend Hardware Data Network Cicd Source: Security checks 0 System graph 32 Crowd 0 Layer: Software 3 Security 3 Quality 26

Exclude dismissed / FP Exclude test files

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Scan summary Repository scanned at 88.6/100 with 88.9% coverage. It contains 901 nodes across 6 cross-layer flows, written primarily in mixed languages. Engine surfaced 32 findings — concentrated in quality (26), software (3), security (3). Risk profile is low: 0 critical, 0 high, 12 medium. Recommended next step: open the quality layer findings first — that's where the highest-impact wins live.

Showing 23 of 32 actionable findings. Click TP / FP to vote on a finding's accuracy — votes adjust the confidence weighting and improve detection across the platform.

medium System graph quality Agent instructions conf 1.00 Agent authority lacks a verifier contract: .claude/launch.json

This agent instruction grants code or shell authority but does not state the verification gate that decides promotion. The recurring safe pattern is: LLM proposes; deterministic tests/build/security checks verify; only verified code promotes.

.claude/launch.json VerificationClaude instruction

medium System graph quality Agent instructions conf 1.00 Agent authority lacks a verifier contract: .claude/skills/doc-for-agent/CLAUDE.md

.claude/skills/doc-for-agent/CLAUDE.md VerificationClaude instruction

medium System graph quality Agent instructions conf 1.00 Agent authority lacks a verifier contract: .claude/skills/doc-for-agent/references/agent-doc-migration-blueprint.md

.claude/skills/doc-for-agent/references/agent-doc-migration-blueprint.md VerificationClaude instruction

medium System graph quality Agent instructions conf 1.00 Agent authority lacks a verifier contract: .claude/skills/doc-for-agent/SKILL.md

.claude/skills/doc-for-agent/SKILL.md VerificationClaude instruction

medium System graph quality Agent instructions conf 1.00 Agent authority lacks a verifier contract: .claude/skills/doc-for-agent/templates/base/skill-content.md

.claude/skills/doc-for-agent/templates/base/skill-content.md VerificationClaude instruction

medium System graph quality Agent instructions conf 1.00 Agent authority lacks a verifier contract: .claude/skills/doc-for-agent/templates/base/workflow-content.md

.claude/skills/doc-for-agent/templates/base/workflow-content.md VerificationClaude instruction

medium System graph quality Agent instructions conf 1.00 Agent authority lacks a verifier contract: .claude/skills/doc-for-agent/templates/platforms/claudecode.json

.claude/skills/doc-for-agent/templates/platforms/claudecode.json VerificationClaude instruction

medium System graph quality Agent instructions conf 1.00 Agent authority lacks a verifier contract: .claude/skills/doc-for-agent/templates/platforms/codex.json

.claude/skills/doc-for-agent/templates/platforms/codex.json VerificationClaude instruction

medium System graph security Agent instructions conf 1.00 Agent instruction contains unpinned remote install: .claude/skills/doc-for-agent/CLAUDE.md

Remote install commands in agent instructions are a supply-chain risk, especially when an agent can execute shell commands.

.claude/skills/doc-for-agent/CLAUDE.md:13 Supply chainClaude instruction

medium System graph quality Agent instructions conf 1.00 Agent instructions exist but release-hardening basics are missing

AI-coder instruction files were found, but the repo is missing license, lockfile. Treat this as a contract gap: the agent is guided, but the generated output is not yet guarded by the controls that make it repeatable.

Repo hardeningGenerated repo pattern

medium System graph security security conf 1.00 Insecure pattern 'node_child_process' in .claude/skills/doc-for-agent/installer/node/docagent.js:4

Found a known-risky pattern (node_child_process). Review and replace if possible.

.claude/skills/doc-for-agent/installer/node/docagent.js:4 Node child process

medium System graph security Coverage conf 1.00 No auth library detected

The scanner did not find any standard auth library (JWT, OAuth, NextAuth, Auth0, etc.). The repo has auth/admin/session surface indicators, so auth may live in custom code, in a separate service, or be missing.

auth

low System graph quality Production readiness conf 1.00 Composite production-readiness gap

Multiple low-cost hardening controls are missing together: license, lockfile. Opus verification showed these co-occurring gaps are a better readiness signal than reading each flag in isolation.

Repo hardeningGenerated repo pattern

low System graph quality Debug conf 1.00 Debug logging residue appears in source files

Found 65 console/debugger/print-style debug statements in non-test source. This is a common fast-generation residue before production cleanup.

CleanupRepo hardeningGenerated repo pattern

low System graph quality Tests conf 1.00 Low test-to-source ratio

20 tests / 135 src (ratio 0.15).

low System graph quality Integrity conf 1.00 Near-duplicate function bodies in 2 places

Functions with the same first-5-line body hash: .claude/skills/doc-for-agent/scripts/doc_for_agent_generator/builders/human.py:build_human_architecture, .claude/skills/doc-for-agent/scripts/doc_for_agent_generator/builders/human.py:build_human_workflows This is *the* AI-coder failure mode (4× more…

duplicatesduplication

low System graph quality License conf 1.00 No license file detected

No LICENSE/COPYING/NOTICE file was found. Generated repositories often omit licensing, which blocks reuse and automated intake.

Repo hardeningGenerated repo pattern

low System graph quality dependencies conf 1.00 Node manifest has dependencies but no lockfile: apps/landing/package.json

`package.json` declares dependencies, but no same-directory npm/pnpm/yarn/bun lockfile was found. Generated projects without lockfiles are less reproducible and harder to secure-scan precisely.

apps/landing/package.json LockfileReproducibilityGenerated repo pattern

low System graph quality dependencies conf 1.00 Node manifest has dependencies but no lockfile: apps/studio/package.json

`package.json` declares dependencies, but no same-directory npm/pnpm/yarn/bun lockfile was found. Generated projects without lockfiles are less reproducible and harder to secure-scan precisely.

apps/studio/package.json LockfileReproducibilityGenerated repo pattern

low System graph software Dead code conf 1.00 Possibly dead Python function: parse_ai_choice

No callers detected by AST scan in this repo. Could be exported for external callers or a framework handler.

.claude/skills/doc-for-agent/installer/docagent.py:98

low System graph software Dead code conf 1.00 Possibly dead Python function: print_global_install_summary

No callers detected by AST scan in this repo. Could be exported for external callers or a framework handler.

.claude/skills/doc-for-agent/installer/docagent.py:330

low System graph software Dead code conf 1.00 Possibly dead Python function: supported_ai_choices

No callers detected by AST scan in this repo. Could be exported for external callers or a framework handler.

.claude/skills/doc-for-agent/installer/docagent.py:94

low System graph quality Provenance conf 1.00 Shallow git history limits provenance confidence

The repository is a shallow clone. Origin/evolution analysis cannot distinguish fresh generation, imported legacy code, or long-lived human code with high confidence.

Git historyGenerated repo pattern

For AI agents: Voting guide (TP/FP) MCP manifest Stdio wrapper SARIF Integrate Findings queue Vote TP/FP on findings to calibrate the engine.

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