canopy-network/canopy

2.7

Adjusted Score

2.7

Raw Score

100%

Time Factor

2026-07-14

Last Push

14.3K

Stars

Language

212.6K

Lines of Code

638

Files

428

Pattern Hits

2026-07-14

Scan Date

0.00

HC Hit Rate

What These Metrics Mean

Adjusted Score: Primary synthetic code indicator. Raw score normalised per 1,000 lines of code and multiplied by the temporal discount factor. This is the definitive comparative metric — use it to rank repositories by AI authorship density.
Raw Score: The unmodified sum of all severity-weighted, context-multiplied pattern match scores before temporal discounting. Reflects the absolute signal strength independent of when the repository was last active.
Time Factor: The temporal discount multiplier (0–100%) applied to the raw score. Repositories last updated before ChatGPT's launch (Nov 2022) receive a 5% factor. Full signal is only assigned to repositories active in the post-adoption era (Jan 2024+).
Pattern Hits: Total count of individual pattern matches across all files and categories. A high hit count with a low score may indicate a very large codebase with isolated AI snippets; a low count with a high score indicates dense, concentrated AI signatures.
HC Hit Rate: High+Critical pattern hits per file, averaged across the repository. This orthogonal signal catches repositories where a few files are densely packed with high-severity AI tells — a strong indicator even when the normalised score appears moderate due to codebase size.
Lines of Code / Files: Total lines and files analysed. The scanner examines 94 file extensions. These denominators are used to normalise the score, enabling fair comparison between repositories of vastly different sizes.

Score History

Longitudinal tracking requires multiple scan runs. Once this repository is re-scanned after new commits land, this chart will visualise how the synthetic code signal evolves over time — enabling you to detect whether AI authorship is growing, stabilising, or being actively corrected by human engineers.

No multi-scan history yet — run the scanner again to build trend data.

Severity Breakdown

Classifies detected patterns by their diagnostic confidence and structural impact. CRITICAL patterns (coefficient 10) represent definitive synthetic signatures — hallucinated imports, explicit LLM attribution metadata — virtually never produced by human authors. HIGH (5) indicates strong structural tells such as cross-file repetition or cross-linguistic idioms. MEDIUM (2) covers recognisable conversational padding and AI-specific vocabulary. LOW (1) captures subtle indicators like tautological comments and generic boilerplate that require density to carry independent signal.

CRITICAL 0HIGH 2MEDIUM 16LOW 410

Directory Score Breakdown

This horizontal bar chart decomposes the repository's raw synthetic code score by top-level directory, allowing you to pinpoint precisely which modules or components carry the highest AI authorship density. Directories with disproportionately high scores relative to their size warrant targeted manual review: concentrated AI signatures often trace back to mass-generated configuration layers, auto-ported test suites, LLM-scaffolded boilerplate classes, or entire subsystems authored under heavy copilot assistance. Use this view to prioritise your human code-review effort.

Pattern Findings

The scanner identified 428 distinct pattern matches across 15 syntactic categories. Each entry below represents a discrete location in the source code where the engine recorded a statistically significant AI authorship indicator. Expand any category row to inspect the individual file paths, line numbers, code snippets, and the lexical context (CODE, COMMENT, or STRING) in which each match was detected.

Reading the findings table: The Severity column indicates the diagnostic confidence level (CRITICAL / HIGH / MEDIUM / LOW). The Context column identifies whether the match occurred inside executable code, an inline comment, or a string literal — comment-context matches receive a ×1.5 weight because LLMs systematically over-annotate. The ⚡ bolt icon marks clustered matches: three or more patterns within a 10-line window, each receiving an additional ×1.5 density multiplier as dense clusters constitute far stronger evidence of synthetic authorship than isolated hits.

Structural Annotation Overuse115 hits · 181 pts

Severity	File	Line	Snippet	Context
LOW	plugin/go/TUTORIAL.md	13	## Step 0: Build Canopy	COMMENT
LOW	plugin/go/TUTORIAL.md	23	## Step 1: Define the Protobuf Messages	COMMENT
LOW	plugin/go/TUTORIAL.md	50	## Step 2: Regenerate Go Protobuf Code	COMMENT
LOW	plugin/go/TUTORIAL.md	61	## Step 3: Register the Transaction Types	COMMENT
LOW	plugin/go/TUTORIAL.md	87	## Step 4: Add CheckTx Validation	COMMENT
LOW	plugin/go/TUTORIAL.md	189	## Step 5: Add DeliverTx Execution	COMMENT
LOW	plugin/go/TUTORIAL.md	493	## Step 6: Build and Deploy	COMMENT
LOW	plugin/go/TUTORIAL.md	502	## Step 7: Running Canopy with the Plugin	COMMENT
LOW	plugin/go/TUTORIAL.md	614	## Step 8: Testing	COMMENT
LOW	plugin/go/CUSTOMIZE.md	5	## Step 1: Register the Transaction	COMMENT
LOW	plugin/go/CUSTOMIZE.md	22	## Step 2: Add CheckTx Validation	COMMENT
LOW	plugin/go/CUSTOMIZE.md	68	## Step 3: Add DeliverTx Execution	COMMENT
LOW	plugin/go/tutorial/rpc_test.go	35	// Step 1: Create two new accounts in the keystore	COMMENT
LOW	plugin/go/tutorial/rpc_test.go	65	// Step 2: Use faucet to add balance to account 1	COMMENT
LOW	plugin/go/tutorial/rpc_test.go	101	// Step 3: Send tokens from account 1 to account 2	COMMENT
LOW	plugin/go/tutorial/rpc_test.go	140	// Step 4: Send reward from account 2 back to account 1	COMMENT
LOW	plugin/go/tutorial/rpc_test.go	226	// Step 1: Create a recipient and an admin account in the keystore	COMMENT
LOW	plugin/go/tutorial/rpc_test.go	256	// Step 2: Faucet the recipient twice and verify the aggregated faucet record	COMMENT
LOW	plugin/go/tutorial/rpc_test.go	343	// Step 3: Faucet the admin so it has balance to pay the reward fee	COMMENT
LOW	plugin/go/tutorial/rpc_test.go	359	// Step 4: Reward the recipient and verify the reward record	COMMENT
LOW	plugin/go/tutorial/rpc_test.go	415	// Step 5: an address that never received a faucet/reward must return an EMPTY record from both	COMMENT
LOW	plugin/python/TUTORIAL.md	14	## Step 0: Build Canopy	COMMENT
LOW	plugin/python/TUTORIAL.md	24	## Step 1: Define the Protobuf Messages	COMMENT
LOW	plugin/python/TUTORIAL.md	51	## Step 2: Regenerate Python Protobuf Code	COMMENT
LOW	plugin/python/TUTORIAL.md	62	## Step 3: Update Proto Imports	COMMENT
LOW	plugin/python/TUTORIAL.md	76	## Step 4: Register the Transaction Types	COMMENT
LOW	plugin/python/TUTORIAL.md	107	## Step 5: Add CheckTx Validation	COMMENT
LOW	plugin/python/TUTORIAL.md	223	## Step 6: Add DeliverTx Execution	COMMENT
LOW	plugin/python/TUTORIAL.md	573	## Step 7: Running Canopy with the Plugin	COMMENT
LOW	plugin/python/TUTORIAL.md	683	## Step 8: Testing	COMMENT
LOW⚡	plugin/python/tutorial/rpc_test.py	537	# Step 1: Create a recipient and an admin account in the keystore	COMMENT
LOW	plugin/python/tutorial/rpc_test.py	554	# Step 2: Faucet the recipient twice and verify the aggregated faucet record	COMMENT
LOW	plugin/python/tutorial/rpc_test.py	615	# Step 3: Faucet the admin so it has balance to pay the reward fee	COMMENT
LOW	plugin/python/tutorial/rpc_test.py	627	# Step 4: Reward the recipient and verify the reward record	COMMENT
LOW	plugin/python/tutorial/rpc_test.py	696	# Step 1: Create two new accounts in the keystore	COMMENT
LOW	plugin/python/tutorial/rpc_test.py	713	# Step 2: Use faucet to add balance to account 1	COMMENT
LOW	plugin/python/tutorial/rpc_test.py	748	# Step 3: Send tokens from account 1 to account 2	COMMENT
LOW	plugin/python/tutorial/rpc_test.py	787	# Step 4: Send reward from account 2 back to account 1	COMMENT
LOW	plugin/typescript/TUTORIAL.md	14	## Step 0: Build Canopy	COMMENT
LOW	plugin/typescript/TUTORIAL.md	24	## Step 1: Define the Protobuf Messages	COMMENT
LOW	plugin/typescript/TUTORIAL.md	51	## Step 2: Regenerate TypeScript Protobuf Code	COMMENT
LOW	plugin/typescript/TUTORIAL.md	62	## Step 3: Register the Transaction Types	COMMENT
LOW	plugin/typescript/TUTORIAL.md	87	## Step 4: Add FromAny Message Decoding	COMMENT
LOW	plugin/typescript/TUTORIAL.md	116	## Step 5: Add CheckTx Validation	COMMENT
LOW	plugin/typescript/TUTORIAL.md	230	## Step 6: Add DeliverTx Execution	COMMENT
LOW	plugin/typescript/TUTORIAL.md	639	## Step 7: Build and Deploy	COMMENT
LOW	plugin/typescript/TUTORIAL.md	648	## Step 8: Running Canopy with the Plugin	COMMENT
LOW	plugin/typescript/TUTORIAL.md	760	## Step 9: Testing	COMMENT
LOW	plugin/typescript/CUSTOMIZE.md	5	## Step 1: Register the Transaction	COMMENT
LOW	plugin/typescript/CUSTOMIZE.md	18	## Step 2: Add CheckTx Validation	COMMENT
LOW	plugin/typescript/CUSTOMIZE.md	56	## Step 3: Add DeliverTx Execution	COMMENT
LOW	plugin/typescript/tutorial/src/rpc_test.ts	431	// Step 1: Create two new accounts in the keystore	COMMENT
LOW	plugin/typescript/tutorial/src/rpc_test.ts	456	// Step 2: Use faucet to add balance to account 1	COMMENT
LOW	plugin/typescript/tutorial/src/rpc_test.ts	500	// Step 3: Send tokens from account 1 to account 2	COMMENT
LOW	plugin/typescript/tutorial/src/rpc_test.ts	541	// Step 4: Send reward from account 2 back to account 1	COMMENT
LOW	plugin/typescript/tutorial/src/rpc_test.ts	820	// Step 1: Create a recipient and an admin account in the keystore	COMMENT
LOW	plugin/typescript/tutorial/src/rpc_test.ts	841	// Step 2: Faucet the recipient twice and verify the aggregated faucet record	COMMENT
LOW	plugin/typescript/tutorial/src/rpc_test.ts	953	// Step 3: Faucet the admin so it has balance to pay the reward fee	COMMENT
LOW	plugin/typescript/tutorial/src/rpc_test.ts	975	// Step 4: Reward the recipient and verify the reward record	COMMENT
LOW	plugin/kotlin/TUTORIAL.md	14	## Step 0: Build Canopy	COMMENT
55 more matches not shown…

Verbosity Indicators64 hits · 106 pts

Severity	File	Line	Snippet	Context
LOW	plugin/go/tutorial/rpc_test.go	35	// Step 1: Create two new accounts in the keystore	COMMENT
LOW	plugin/go/tutorial/rpc_test.go	65	// Step 2: Use faucet to add balance to account 1	COMMENT
LOW	plugin/go/tutorial/rpc_test.go	101	// Step 3: Send tokens from account 1 to account 2	COMMENT
LOW	plugin/go/tutorial/rpc_test.go	140	// Step 4: Send reward from account 2 back to account 1	COMMENT
LOW	plugin/go/tutorial/rpc_test.go	226	// Step 1: Create a recipient and an admin account in the keystore	COMMENT
LOW	plugin/go/tutorial/rpc_test.go	256	// Step 2: Faucet the recipient twice and verify the aggregated faucet record	COMMENT
LOW	plugin/go/tutorial/rpc_test.go	343	// Step 3: Faucet the admin so it has balance to pay the reward fee	COMMENT
LOW	plugin/go/tutorial/rpc_test.go	359	// Step 4: Reward the recipient and verify the reward record	COMMENT
LOW	plugin/go/tutorial/rpc_test.go	415	// Step 5: an address that never received a faucet/reward must return an EMPTY record from both	COMMENT
LOW⚡	plugin/python/tutorial/rpc_test.py	537	# Step 1: Create a recipient and an admin account in the keystore	COMMENT
LOW	plugin/python/tutorial/rpc_test.py	554	# Step 2: Faucet the recipient twice and verify the aggregated faucet record	COMMENT
LOW	plugin/python/tutorial/rpc_test.py	615	# Step 3: Faucet the admin so it has balance to pay the reward fee	COMMENT
LOW	plugin/python/tutorial/rpc_test.py	627	# Step 4: Reward the recipient and verify the reward record	COMMENT
LOW	plugin/python/tutorial/rpc_test.py	696	# Step 1: Create two new accounts in the keystore	COMMENT
LOW	plugin/python/tutorial/rpc_test.py	713	# Step 2: Use faucet to add balance to account 1	COMMENT
LOW	plugin/python/tutorial/rpc_test.py	748	# Step 3: Send tokens from account 1 to account 2	COMMENT
LOW	plugin/python/tutorial/rpc_test.py	787	# Step 4: Send reward from account 2 back to account 1	COMMENT
LOW	plugin/typescript/tutorial/src/rpc_test.ts	431	// Step 1: Create two new accounts in the keystore	COMMENT
LOW	plugin/typescript/tutorial/src/rpc_test.ts	456	// Step 2: Use faucet to add balance to account 1	COMMENT
LOW	plugin/typescript/tutorial/src/rpc_test.ts	500	// Step 3: Send tokens from account 1 to account 2	COMMENT
LOW	plugin/typescript/tutorial/src/rpc_test.ts	541	// Step 4: Send reward from account 2 back to account 1	COMMENT
LOW	plugin/typescript/tutorial/src/rpc_test.ts	820	// Step 1: Create a recipient and an admin account in the keystore	COMMENT
LOW	plugin/typescript/tutorial/src/rpc_test.ts	841	// Step 2: Faucet the recipient twice and verify the aggregated faucet record	COMMENT
LOW	plugin/typescript/tutorial/src/rpc_test.ts	953	// Step 3: Faucet the admin so it has balance to pay the reward fee	COMMENT
LOW	plugin/typescript/tutorial/src/rpc_test.ts	975	// Step 4: Reward the recipient and verify the reward record	COMMENT
LOW	…utorial/src/test/kotlin/com/canopy/tutorial/RpcTest.kt	79	// Step 1: Create two new accounts in the keystore	COMMENT
LOW	…utorial/src/test/kotlin/com/canopy/tutorial/RpcTest.kt	96	// Step 2: Use faucet to add balance to account 1	COMMENT
LOW	…utorial/src/test/kotlin/com/canopy/tutorial/RpcTest.kt	132	// Step 3: Send tokens from account 1 to account 2	COMMENT
LOW	…utorial/src/test/kotlin/com/canopy/tutorial/RpcTest.kt	173	// Step 4: Send reward from account 2 back to account 1	COMMENT
LOW	…utorial/src/test/kotlin/com/canopy/tutorial/RpcTest.kt	285	// Step 1: Create a recipient and an admin account in the keystore	COMMENT
LOW	…utorial/src/test/kotlin/com/canopy/tutorial/RpcTest.kt	302	// Step 2: Faucet the recipient twice and verify the aggregated faucet record	COMMENT
LOW	…utorial/src/test/kotlin/com/canopy/tutorial/RpcTest.kt	360	// Step 3: Faucet the admin so it has balance to pay the reward fee	COMMENT
LOW	…utorial/src/test/kotlin/com/canopy/tutorial/RpcTest.kt	371	// Step 4: Reward the recipient and verify the reward record	COMMENT
LOW	…utorial/src/test/kotlin/com/canopy/tutorial/RpcTest.kt	407	// Step 5: Query both single-record endpoints with a fresh, never-used address and assert the	COMMENT
LOW	plugin/csharp/tutorial/RpcTest.cs	59	// Step 1: Create two new accounts in the keystore	COMMENT
LOW	plugin/csharp/tutorial/RpcTest.cs	76	// Step 2: Use faucet to add balance to account 1	COMMENT
LOW	plugin/csharp/tutorial/RpcTest.cs	110	// Step 3: Send tokens from account 1 to account 2	COMMENT
LOW	plugin/csharp/tutorial/RpcTest.cs	149	// Step 4: Send reward from account 2 back to account 1	COMMENT
LOW	plugin/csharp/tutorial/RpcTest.cs	234	// Step 1: Create a recipient and an admin account in the keystore	COMMENT
LOW	plugin/csharp/tutorial/RpcTest.cs	251	// Step 2: Faucet the recipient twice and verify the aggregated faucet record	COMMENT
LOW	plugin/csharp/tutorial/RpcTest.cs	308	// Step 3: Faucet the admin so it has balance to pay the reward fee	COMMENT
LOW	plugin/csharp/tutorial/RpcTest.cs	320	// Step 4: Reward the recipient and verify the reward record	COMMENT
LOW	plugin/csharp/tutorial/RpcTest.cs	354	// Step 5: an address that never received a faucet/reward must return an EMPTY record from both	COMMENT
LOW	fsm/dex_test.go	3358	// Step 1: Submit swap on chain2 targeting chain1	COMMENT
LOW	fsm/dex_test.go	3371	// Step 2: Process complete cross-chain cycle (following TestDexSwap pattern)	COMMENT
LOW	fsm/dex_test.go	3395	// Step 3: Validate AMM mechanics worked correctly	COMMENT
LOW	fsm/dex_test.go	3445	// Step 1: Submit liquidity deposit on chain2 targeting chain1 (following TestDexDeposit)	COMMENT
LOW	fsm/dex_test.go	3457	// Step 2: Process complete cross-chain cycle (following TestDexDeposit pattern)	COMMENT
LOW	fsm/dex_test.go	3483	// Step 3: Validate liquidity deposit mechanics worked correctly	COMMENT
LOW⚡	fsm/dex_test.go	3589	// Step 1: Submit liquidity withdraw on chain2 targeting chain1 (following TestDexWithdraw)	COMMENT
LOW⚡	fsm/dex_test.go	3597	// Step 2: Process complete cross-chain cycle (following TestDexWithdraw pattern)	COMMENT
LOW	fsm/dex_test.go	3623	// Step 3: Validate liquidity withdraw mechanics worked correctly	COMMENT
LOW⚡	lib/crypto/classgroup.go	69	// Step 0: Reduce both class groups for efficient arithmetic operations	COMMENT
LOW⚡	lib/crypto/classgroup.go	76	// Step 1: Calculate intermediate value g = (b1+b2) // 2	COMMENT
LOW⚡	lib/crypto/classgroup.go	79	// Step 2: Calculate intermediate value h = b2 - b1	COMMENT
LOW⚡	lib/crypto/classgroup.go	82	// Step 3: Calculate intermediate value w as the GCD of a2 and the (GCD of a1 and g)	COMMENT
LOW⚡	lib/crypto/classgroup.go	87	// Step 4:	COMMENT
LOW⚡	lib/crypto/classgroup.go	95	// Step 5: Solve the modular equation for k and constant_factor	COMMENT
LOW⚡	lib/crypto/classgroup.go	103	// Step 6: Solve for n in another modular equation	COMMENT
LOW⚡	lib/crypto/classgroup.go	111	// Step 7: Compute intermediate value k = k_temp + constant_factor * n	COMMENT
4 more matches not shown…

Over-Commented Block74 hits · 74 pts

Severity	File	Line	Snippet	Context
LOW	.docker/compose.yaml	41	command: ["start"]	COMMENT
LOW	.docker/compose.yaml	61	# - 30003:30003 # Admin RPC	COMMENT
LOW	plugin/go/TUTORIAL.md	221	// This is called AFTER CheckTx passes and the transaction is included in a block.	COMMENT
LOW	plugin/go/contract/plugin.pb.go	21	_ = protoimpl.EnforceVersion(protoimpl.MaxVersion - 20)	COMMENT
LOW	plugin/go/contract/plugin.pb.go	261	// payload: the payload of the message	COMMENT
LOW	plugin/go/contract/rpc.go	21		COMMENT
LOW	plugin/go/tutorial/contract/plugin.pb.go	21	_ = protoimpl.EnforceVersion(protoimpl.MaxVersion - 20)	COMMENT
LOW	plugin/go/tutorial/contract/plugin.pb.go	241	state protoimpl.MessageState `protogen:"open.v1"`	COMMENT
LOW	plugin/csharp/TUTORIAL.md	261	```csharp	COMMENT
LOW	plugin/csharp/tutorial/RpcTest.cs	201	/// <summary>	COMMENT
LOW	plugin/csharp/src/CanopyPlugin/rpc.cs	21	place to hang their own endpoints. See TUTORIAL.md ("Custom RPC endpoints") for a fully worked	COMMENT
LOW	fsm/gov.pb.go	21	_ = protoimpl.EnforceVersion(protoimpl.MaxVersion - 20)	COMMENT
LOW	fsm/gov.pb.go	321	// This is necessary to prevent dead validators from forever existing in the state	COMMENT
LOW	fsm/gov.pb.go	341	// one view	COMMENT
LOW	fsm/account.pb.go	21	// Verify that runtime/protoimpl is sufficiently up-to-date.	COMMENT
LOW	fsm/dex.go	21	// • Applying receipts from previously locked batches	COMMENT
LOW	fsm/dex.go	41	// c) Add receipts → X.nextBatch, then lock + send to Y	COMMENT
LOW	fsm/dex.go	101	}	COMMENT
LOW	fsm/dex.go	121	// abort early and retry on the next trigger.	COMMENT
LOW	fsm/dex.go	141	// 2) CREATE RECEIPTS FOR THE REMOTE CHAIN'S LOCKED BATCH	COMMENT
LOW	fsm/indexer.pb.go	21	_ = protoimpl.EnforceVersion(protoimpl.MaxVersion - 20)	COMMENT
LOW	fsm/message.pb.go	21	_ = protoimpl.EnforceVersion(20 - protoimpl.MinVersion)	COMMENT
LOW	fsm/message.pb.go	601	// This type of message must be manually pre-approved by +2/3rds of the Validators via their APPROVE_LIST	COMMENT
LOW	fsm/message.pb.go	921	// as the recipient address	COMMENT
LOW	fsm/state.go	121	// load the previous block	COMMENT
LOW	fsm/validator.pb.go	21	_ = protoimpl.EnforceVersion(protoimpl.MaxVersion - 20)	COMMENT
LOW	fsm/validator.pb.go	41	// and maintaining the blockchain's integrity and security. In Canopy, Validators provide this service for multiple	COMMENT
LOW	fsm/genesis.pb.go	21	// Verify that runtime/protoimpl is sufficiently up-to-date.	COMMENT
LOW	fsm/genesis.pb.go	41	// certain height. The main use-cases for the Genesis state are acting as block 0 and analyzing the state db in	COMMENT
LOW	controller/consensus.go	61	return ""	COMMENT
LOW	controller/consensus.go	201	// calculate and log the elapsed time	COMMENT
LOW	bft/bft.pb.go	21	_ = protoimpl.EnforceVersion(20 - protoimpl.MinVersion)	COMMENT
LOW	bft/bft.pb.go	41	// (Consensus) Message	COMMENT
LOW	p2p/set_test.go	61	require.Error(t, err)	COMMENT
LOW	p2p/set.go	161	//if err != nil {	COMMENT
LOW	p2p/p2p.pb.go	21	_ = protoimpl.EnforceVersion(20 - protoimpl.MinVersion)	COMMENT
LOW	p2p/conn.go	441	func (c MultiConn) sendPacket(packet Packet, m *limiter.Monitor) {	COMMENT
LOW	p2p/conn.go	541	// lib.BytesToTruncatedString(peerInfo.Address.PublicKey),	COMMENT
LOW	lib/tx.pb.go	21	// Verify that runtime/protoimpl is sufficiently up-to-date.	COMMENT
LOW	lib/store.pb.go	21	_ = protoimpl.EnforceVersion(protoimpl.MaxVersion - 20)	COMMENT
LOW	lib/metrics.go	21	// Metric Name \| Hard Limit \| Soft Limit \| Note	COMMENT
LOW	lib/metrics.go	41	// RootChainInfoTime \| 2 secs \| 1 sec \| Hard = 10% of block time	COMMENT
LOW	lib/swap.pb.go	21	_ = protoimpl.EnforceVersion(protoimpl.MaxVersion - 20)	COMMENT
LOW	lib/swap.pb.go	41	//	COMMENT
LOW	lib/consensus.pb.go	21	_ = protoimpl.EnforceVersion(protoimpl.MaxVersion - 20)	COMMENT
LOW	lib/consensus.pb.go	41	type Phase int32	COMMENT
LOW	lib/consensus.pb.go	61	// propose_vote:	COMMENT
LOW	lib/consensus.pb.go	81	// commit_process:	COMMENT
LOW	lib/consensus.pb.go	161	// and the canopy height when a canopy block is produced.	COMMENT
LOW	lib/plugin.pb.go	21	_ = protoimpl.EnforceVersion(protoimpl.MaxVersion - 20)	COMMENT
LOW	lib/plugin.pb.go	41	state protoimpl.MessageState `protogen:"open.v1"`	COMMENT
LOW	lib/peer.pb.go	21	_ = protoimpl.EnforceVersion(protoimpl.MaxVersion - 20)	COMMENT
LOW	lib/util.go	681	// populate the string object ref with the json bytes	COMMENT
LOW	lib/wrapper.pb.go	21	_ = protoimpl.EnforceVersion(protoimpl.MaxVersion - 20)	COMMENT
LOW	lib/event.pb.go	21	// Verify that runtime/protoimpl is sufficiently up-to-date.	COMMENT
LOW	lib/event.pb.go	41	// *Event_FinishUnstaking	COMMENT
LOW	lib/certificate.pb.go	21	_ = protoimpl.EnforceVersion(protoimpl.MaxVersion - 20)	COMMENT
LOW	lib/certificate.pb.go	41	// ensuring its acceptance and security in the blockchain.	COMMENT
LOW	lib/block.pb.go	21	// Verify that runtime/protoimpl is sufficiently up-to-date.	COMMENT
LOW	lib/block.pb.go	41	// block’s hash, timestamp, and block height. All of which help secure the block and connect it to the chain.	COMMENT
14 more matches not shown…

Redundant / Tautological Comments35 hits · 53 pts

Severity	File	Line	Snippet	Context
LOW	.docker/auto-update/entrypoint.sh	12	# Check if it exist	COMMENT
LOW	plugin/go/pluginctl.sh	104	# Check if the process is running based on PID file	COMMENT
LOW	plugin/go/pluginctl.sh	116	# Check if process exists and is the go-plugin binary	COMMENT
LOW	plugin/go/pluginctl.sh	135	# Check if already running	COMMENT
LOW	plugin/go/pluginctl.sh	146	# Check if binary exists and is executable	COMMENT
LOW	plugin/go/pluginctl.sh	175	# Check if running	COMMENT
LOW	plugin/go/pluginctl.sh	198	# Check if running	COMMENT
LOW	plugin/python/pluginctl.sh	82	# Check if venv exists, Python binary works, AND pip exists	COMMENT
LOW	plugin/python/pluginctl.sh	92	# Check if protobuf is installed (basic dependency check)	COMMENT
LOW	plugin/python/pluginctl.sh	126	# Check if the process is running based on PID file	COMMENT
LOW	plugin/python/pluginctl.sh	138	# Check if process exists and is running our Python script	COMMENT
LOW	plugin/python/pluginctl.sh	157	# Check if already running	COMMENT
LOW	plugin/python/pluginctl.sh	174	# Check if Python script exists	COMMENT
LOW	plugin/python/pluginctl.sh	215	# Check if running	COMMENT
LOW	plugin/python/pluginctl.sh	253	# Check if running	COMMENT
LOW⚡	plugin/python/contract/plugin.py	349	# Check if this is a response to our request	COMMENT
LOW	plugin/python/tutorial/rpc_test.py	136	# Check if our transaction is in the results	COMMENT
LOW	plugin/typescript/pluginctl.sh	43	# Check if the process is running based on PID file	COMMENT
LOW	plugin/typescript/pluginctl.sh	55	# Check if process exists and is running our Node.js script	COMMENT
LOW	plugin/typescript/pluginctl.sh	74	# Check if already running	COMMENT
LOW	plugin/typescript/pluginctl.sh	83	# Check if Node.js script exists	COMMENT
LOW	plugin/typescript/pluginctl.sh	112	# Check if running	COMMENT
LOW	plugin/typescript/pluginctl.sh	150	# Check if running	COMMENT
LOW	plugin/kotlin/pluginctl.sh	47	# Check if the process is running based on PID file	COMMENT
LOW	plugin/kotlin/pluginctl.sh	59	# Check if process exists and is the kotlin-plugin	COMMENT
LOW	plugin/kotlin/pluginctl.sh	78	# Check if already running	COMMENT
LOW	plugin/kotlin/pluginctl.sh	87	# Check if JAR exists	COMMENT
LOW	plugin/kotlin/pluginctl.sh	117	# Check if running	COMMENT
LOW	plugin/kotlin/pluginctl.sh	155	# Check if running	COMMENT
LOW	plugin/csharp/pluginctl.sh	75	# Check if the process is running based on PID file	COMMENT
LOW	plugin/csharp/pluginctl.sh	87	# Check if process exists and is the CanopyPlugin binary	COMMENT
LOW	plugin/csharp/pluginctl.sh	106	# Check if already running	COMMENT
LOW	plugin/csharp/pluginctl.sh	115	# Check if binary exists	COMMENT
LOW	plugin/csharp/pluginctl.sh	144	# Check if running	COMMENT
LOW	plugin/csharp/pluginctl.sh	182	# Check if running	COMMENT

Fake / Example Data58 hits · 40 pts

Severity	File	Line	Snippet	Context
LOW	cmd/rpc/web/explorer/src/data/blocks.json	16	"placeholder": "Search blocks, transactions, addresses..."	CODE
LOW	cmd/rpc/web/explorer/src/data/transactions.json	16	"placeholder": "Search blocks, transactions, addresses..."	CODE
LOW	cmd/rpc/web/wallet/public/plugin/canopy/manifest.json	125	"placeholder": "Select From Address",	CODE
LOW	cmd/rpc/web/wallet/public/plugin/canopy/manifest.json	190	"placeholder": "Add a note for this transfer",	CODE
LOW	cmd/rpc/web/wallet/public/plugin/canopy/manifest.json	507	"placeholder": "Select Staking Address",	CODE
LOW	cmd/rpc/web/wallet/public/plugin/canopy/manifest.json	549	"placeholder": "Select Rewards Address",	CODE
LOW	cmd/rpc/web/wallet/public/plugin/canopy/manifest.json	611	"placeholder": "0.00",	CODE
LOW	cmd/rpc/web/wallet/public/plugin/canopy/manifest.json	720	"placeholder": "e.g. 1,2,3",	CODE
LOW	cmd/rpc/web/wallet/public/plugin/canopy/manifest.json	743	"placeholder": "tcp://127.0.0.1:xxxx",	CODE
LOW	cmd/rpc/web/wallet/public/plugin/canopy/manifest.json	1295	"placeholder": "Select Validator Address",	CODE
LOW	cmd/rpc/web/wallet/public/plugin/canopy/manifest.json	1312	"placeholder": "Select Signer Address",	CODE
LOW	cmd/rpc/web/wallet/public/plugin/canopy/manifest.json	1335	"placeholder": "Add a note about this pause action",	CODE
LOW	cmd/rpc/web/wallet/public/plugin/canopy/manifest.json	1503	"placeholder": "Select Validator Address",	CODE
LOW	cmd/rpc/web/wallet/public/plugin/canopy/manifest.json	1520	"placeholder": "Select Signer Address",	CODE
LOW	cmd/rpc/web/wallet/public/plugin/canopy/manifest.json	1543	"placeholder": "Add a note about this unpause action",	CODE
LOW	cmd/rpc/web/wallet/public/plugin/canopy/manifest.json	1712	"placeholder": "What would you like to ask?",	CODE
LOW	cmd/rpc/web/wallet/public/plugin/canopy/manifest.json	1728	"placeholder": "Provide additional context for the poll...",	CODE
LOW	cmd/rpc/web/wallet/public/plugin/canopy/manifest.json	1904	"placeholder": "Select Validator Address",	CODE
LOW	cmd/rpc/web/wallet/public/plugin/canopy/manifest.json	1931	"placeholder": "Select Signer Address",	CODE
LOW	cmd/rpc/web/wallet/public/plugin/canopy/manifest.json	1947	"placeholder": "Add a note about this unstake action",	CODE
LOW	cmd/rpc/web/wallet/public/plugin/canopy/manifest.json	2175	"placeholder": "Select parameter key",	CODE
LOW	cmd/rpc/web/wallet/public/plugin/canopy/manifest.json	2195	"placeholder": "Enter new value",	CODE
LOW	cmd/rpc/web/wallet/public/plugin/canopy/manifest.json	2225	"placeholder": "Block height to start voting",	CODE
LOW	cmd/rpc/web/wallet/public/plugin/canopy/manifest.json	2247	"placeholder": "Block height to end voting",	CODE
LOW	cmd/rpc/web/wallet/public/plugin/canopy/manifest.json	2433	"placeholder": "Amount to transfer from DAO treasury",	CODE
LOW	cmd/rpc/web/wallet/public/plugin/canopy/manifest.json	2451	"placeholder": "Address to receive treasury funds",	CODE
LOW	cmd/rpc/web/wallet/public/plugin/canopy/manifest.json	2486	"placeholder": "Block height to start voting",	CODE
LOW	cmd/rpc/web/wallet/public/plugin/canopy/manifest.json	2508	"placeholder": "Block height to end voting",	CODE
LOW	cmd/rpc/web/wallet/public/plugin/canopy/manifest.json	2538	"placeholder": "Provide justification for this treasury request...",	CODE
LOW	cmd/rpc/web/wallet/public/plugin/canopy/manifest.json	2692	"placeholder": "Enter proposal hash",	CODE
LOW	cmd/rpc/web/wallet/public/plugin/canopy/manifest.json	2824	"placeholder": "Enter the poll question",	CODE
LOW	cmd/rpc/web/wallet/public/plugin/canopy/manifest.json	2842	"placeholder": "Block height when poll ends",	CODE
LOW	cmd/rpc/web/wallet/public/plugin/canopy/manifest.json	2862	"placeholder": "https://discord.com/...",	CODE
LOW	cmd/rpc/web/wallet/public/plugin/canopy/manifest.json	3036	"placeholder": "Poll proposal or question",	CODE
LOW	cmd/rpc/web/wallet/public/plugin/canopy/manifest.json	3057	"placeholder": "Block height when poll ends",	CODE
LOW	cmd/rpc/web/wallet/public/plugin/canopy/manifest.json	3070	"placeholder": "https://...",	CODE
LOW	cmd/rpc/web/wallet/public/plugin/canopy/manifest.json	3194	"placeholder": "https://...",	CODE
LOW	cmd/rpc/web/wallet/public/plugin/canopy/manifest.json	3529	"placeholder": "{{ form.proposalType === 'treasury' ? 'Description or reason for the treasury request' : 'De	CODE
LOW	cmd/rpc/web/wallet/public/plugin/canopy/manifest.json	3760	"placeholder": "Description/reason for transfer",	CODE
LOW	cmd/rpc/web/wallet/public/plugin/canopy/manifest.json	3866	"placeholder": "{\"type\":\"...\"}",	CODE
LOW	cmd/rpc/web/wallet/public/plugin/canopy/manifest.json	3942	"placeholder": "Paste the generated proposal JSON here",	CODE
LOW	cmd/rpc/web/wallet/public/plugin/canopy/manifest.json	4242	"placeholder": "e.g. 1",	CODE
LOW	cmd/rpc/web/wallet/public/plugin/canopy/manifest.json	4302	"placeholder": "Optional message",	CODE
LOW	cmd/rpc/web/wallet/public/plugin/canopy/manifest.json	4505	"placeholder": "Enter order ID",	CODE
LOW	cmd/rpc/web/wallet/public/plugin/canopy/manifest.json	4543	"placeholder": "e.g. 1",	CODE
LOW	cmd/rpc/web/wallet/public/plugin/canopy/manifest.json	4604	"placeholder": "Sub-asset contract address (hex)",	CODE
LOW	cmd/rpc/web/wallet/public/plugin/canopy/manifest.json	4617	"placeholder": "Optional message",	CODE
LOW	cmd/rpc/web/wallet/public/plugin/canopy/manifest.json	4799	"placeholder": "Enter order ID",	CODE
LOW	cmd/rpc/web/wallet/public/plugin/canopy/manifest.json	4815	"placeholder": "e.g. 1",	CODE
LOW	cmd/rpc/web/wallet/public/plugin/canopy/manifest.json	4833	"placeholder": "Optional message",	CODE
LOW	cmd/rpc/web/wallet/public/plugin/canopy/manifest.json	5009	"placeholder": "Enter order ID",	CODE
LOW	cmd/rpc/web/wallet/public/plugin/canopy/manifest.json	5175	"placeholder": "Enter order ID",	CODE
LOW	cmd/rpc/web/wallet/public/plugin/canopy/manifest.json	5332	"placeholder": "e.g. 1",	CODE
LOW	cmd/rpc/web/wallet/public/plugin/canopy/manifest.json	5385	"placeholder": "Optional message",	CODE
LOW	cmd/rpc/web/wallet/public/plugin/canopy/manifest.json	5547	"placeholder": "e.g. 1",	CODE
LOW	cmd/rpc/web/wallet/public/plugin/canopy/manifest.json	5582	"placeholder": "Optional message",	CODE
LOW	cmd/rpc/web/wallet/public/plugin/canopy/manifest.json	5737	"placeholder": "e.g. 1",	CODE
LOW	cmd/rpc/web/wallet/public/plugin/canopy/manifest.json	5805	"placeholder": "Optional message",	CODE

Decorative Section Separators9 hits · 27 pts

Severity	File	Line	Snippet	Context
MEDIUM	cmd/rpc/web/wallet/src/app/pages/Accounts.tsx	71	// ── Derived aggregates ────────────────────────────────────────────────────	COMMENT
MEDIUM	cmd/rpc/web/wallet/src/app/pages/Accounts.tsx	79	// ── Helpers ───────────────────────────────────────────────────────────────	COMMENT
MEDIUM	cmd/rpc/web/wallet/src/app/pages/Accounts.tsx	214	// ── Loading skeleton ──────────────────────────────────────────────────────	COMMENT
MEDIUM	cmd/rpc/web/wallet/src/app/pages/Accounts.tsx	229	// ── Change pill helper ────────────────────────────────────────────────────	COMMENT
MEDIUM	.docker/auto-update/Dockerfile.go	43	# =============================================================================	COMMENT
MEDIUM	.docker/auto-update/Dockerfile.go	45	# =============================================================================	COMMENT
MEDIUM	fsm/dex.go	104	// ─────────────────────────────────────────────────────────────────────────────	COMMENT
MEDIUM	fsm/dex.go	116	// ─────────────────────────────────────────────────────────────────────────────	COMMENT
MEDIUM	fsm/dex.go	163	// ─────────────────────────────────────────────────────────────────────────────	COMMENT

Hyper-Verbose Identifiers25 hits · 26 pts

Severity	File	Line	Snippet	Context
LOW	cmd/rpc/web/explorer/src/lib/utils.ts	4	export function shouldIgnoreRowNavigation(target: EventTarget \| null): boolean {	CODE
LOW	cmd/rpc/web/explorer/src/lib/utils.ts	112	export function upperCaseAndRepUnderscore(str: string): string {	CODE
LOW	cmd/rpc/web/explorer/src/lib/api.ts	207	function getTransactionTimestampMs(tx: any): number {	CODE
LOW	cmd/rpc/web/explorer/src/lib/api.ts	224	function attachBlockMetadataToTransactions(transactions: any[], block: any): any[] {	CODE
LOW	cmd/rpc/web/explorer/src/lib/api.ts	238	async function fetchTransactionsForBlock(block: any): Promise<any[]> {	CODE
LOW	cmd/rpc/web/explorer/src/lib/api.ts	266	export async function getRecentTransactionsPreview(limit: number = 5, cachedBlocks?: any[]): Promise<any[]> {	CODE
LOW	cmd/rpc/web/explorer/src/lib/api.ts	315	export async function getTransactionsWithRealPagination(page: number, perPage: number = 10, filters?: {	CODE
LOW	cmd/rpc/web/explorer/src/lib/api.ts	568	function extractTransactionsFromBlocks(blocks: any[]): any[] {	CODE
LOW	cmd/rpc/web/explorer/src/lib/api.ts	628	async function fetchTransactionsForBlockRange(	CODE
LOW	cmd/rpc/web/wallet/src/toast/manifestRuntime.ts	42	export function resolveRedirectFromManifest(	CODE
LOW	…wallet/src/hooks/useMultipleValidatorRewardsHistory.ts	11	export function useMultipleValidatorRewardsHistory(addresses: string[]) {	CODE
LOW	…rpc/web/wallet/src/hooks/useValidatorRewardsHistory.ts	10	export function useValidatorRewardsHistory(address?: string) {	CODE
LOW	cmd/rpc/web/wallet/src/hooks/useBlockProducerData.ts	76	export function useMultipleBlockProducerData(validatorAddresses: string[]) {	CODE
LOW⚡	plugin/python/contract/error.py	43	def err_invalid_plugin_resp_id() -> PluginError:	CODE
LOW⚡	plugin/python/contract/error.py	47	def err_unexpected_fsm_to_plugin(t: Any) -> PluginError:	CODE
LOW⚡	plugin/python/contract/error.py	51	def err_invalid_fsm_to_plugin_message(t: Any) -> PluginError:	CODE
LOW	plugin/python/contract/error.py	75	def err_tx_fee_below_state_limit() -> PluginError:	CODE
LOW	plugin/python/tutorial/rpc_test.py	505	def test_plugin_custom_rpc_endpoints() -> None:	CODE
LOW	plugin/python/tests/test_contract.py	72	def test_invalid_from_address(self, contract):	CODE
LOW	plugin/python/tests/test_contract.py	143	async def test_check_tx_without_plugin(self, config):	CODE
LOW	plugin/python/tests/test_config.py	50	def test_default_config_helper(self):	CODE
LOW	plugin/python/tests/test_config.py	84	def test_load_with_missing_fields_uses_defaults(self):	CODE
LOW	plugin/python/tests/test_config.py	99	def test_load_missing_file_raises(self):	CODE
LOW	plugin/typescript/tutorial/src/rpc_test.ts	801	async function testPluginCustomRPCEndpoints(): Promise<void> {	CODE
LOW	plugin/typescript/src/contract/error.ts	47	export function ErrInvalidFSMToPluginMMessage(t: string): IPluginError {	CODE

Unused Imports16 hits · 16 pts

Severity	File	Line	Context
LOW	plugin/python/contract/__init__.py	3	CODE
LOW	plugin/python/contract/__init__.py	4	CODE
LOW	plugin/python/contract/__init__.py	4	CODE
LOW	plugin/python/contract/__init__.py	5	CODE
LOW	plugin/python/contract/__init__.py	5	CODE
LOW	plugin/python/contract/__init__.py	5	CODE
LOW	plugin/python/contract/__init__.py	5	CODE
LOW	plugin/python/contract/__init__.py	5	CODE
LOW	plugin/python/contract/__init__.py	6	CODE
LOW	plugin/python/contract/plugin.py	16	CODE
LOW	plugin/python/contract/plugin.py	30	CODE
LOW	plugin/python/contract/plugin.py	30	CODE
LOW	plugin/python/contract/contract.py	10	CODE
LOW	plugin/python/contract/contract.py	10	CODE
LOW	plugin/python/contract/contract.py	13	CODE
LOW	plugin/python/contract/contract.py	13	CODE

Excessive Try-Catch Wrapping15 hits · 14 pts

Severity	File	Line	Snippet	Context
LOW	plugin/python/contract/plugin.py	80	except Exception as err:	CODE
LOW	plugin/python/contract/plugin.py	135	except Exception as err:	CODE
LOW	plugin/python/contract/plugin.py	335	except Exception as err:	CODE
LOW⚡	plugin/python/contract/plugin.py	359	except Exception as err:	CODE
LOW	plugin/python/contract/plugin.py	422	except Exception as err:	CODE
LOW	plugin/python/contract/plugin.py	439	except Exception as err:	CODE
LOW	plugin/python/contract/contract.py	126	except Exception as err:	CODE
LOW	plugin/python/contract/contract.py	138	except Exception as err:	CODE
LOW	plugin/python/contract/contract.py	215	except Exception as err:	CODE
LOW	plugin/python/contract/contract.py	240	except Exception as err:	CODE
LOW⚡	plugin/python/tutorial/rpc_test.py	529	except Exception as e:	CODE
LOW	plugin/python/tutorial/rpc_test.py	140	except Exception:	CODE
LOW	plugin/python/tutorial/rpc_test.py	417	except Exception as e:	CODE
LOW	plugin/python/tutorial/rpc_test.py	439	except Exception as e:	CODE
LOW	plugin/python/tutorial/rpc_test.py	850	except Exception as e:	CODE

Self-Referential Comments3 hits · 10 pts

Severity	File	Line	Snippet	Context
MEDIUM⚡	plugin/python/contract/plugin.py	365	# Create a new contract instance for this request	COMMENT
MEDIUM	plugin/python/tutorial/rpc_test.py	185	# Create the Any message	COMMENT
MEDIUM	plugin/python/tutorial/rpc_test.py	190	# Create the transaction without signature for signing	COMMENT

Docstring Block Structure2 hits · 10 pts

Severity	File	Line	Snippet	Context
HIGH	plugin/python/TUTORIAL.md	138	CheckMessageFaucet statelessly validates a 'faucet' message. This is called during mempool validation BEFO	STRING
HIGH	plugin/python/TUTORIAL.md	185	CheckMessageReward statelessly validates a 'reward' message. Rewards allow an admin to mint tokens to any	STRING

AI Slop Vocabulary3 hits · 9 pts

Severity	File	Line	Snippet	Context
MEDIUM	fsm/dex_test.go	3540	// Use randomized withdraw percentage for robust testing	COMMENT
MEDIUM	lib/plugin.go	20	// PluginCompatibleFSM: defines the 'expected' interface that plugins utilize to read and write data from the FSM store	COMMENT
MEDIUM	lib/crypto/key_batch.go	160	// leverage a batch verifier	COMMENT

Modern Structural Boilerplate4 hits · 4 pts

Severity	File	Line	Snippet	Context
LOW	plugin/python/main.py	13	logger = logging.getLogger(__name__)	CODE
LOW	plugin/python/contract/__init__.py	8	__all__ = [	CODE
LOW	plugin/python/contract/rpc.py	60	logger = logging.getLogger(__name__)	CODE
LOW	plugin/python/contract/plugin.py	41	logger = logging.getLogger(__name__)	CODE

Deep Nesting4 hits · 4 pts

Severity	File	Line	Context
LOW	plugin/python/contract/plugin.py	302	CODE
LOW	plugin/python/contract/plugin.py	362	CODE
LOW	plugin/python/contract/contract.py	271	CODE
LOW	plugin/python/tutorial/rpc_test.py	126	CODE

Slop Phrases1 hit · 2 pts

Severity	File	Line	Snippet	Context
MEDIUM	cmd/rpc/web/explorer/src/data/validatorDetail.json	72	"note": "Note: Some data is simulated for demonstration purposes",	CODE

Analysis Overview

What These Metrics Mean

Score History

Severity Breakdown

Directory Score Breakdown

Pattern Findings