# Bootstrap: build tool_agent from PRD first
Review the PRD.md in this directory. Build the initial tool_agent package with the 6 built-in tools, pipe syntax parser, plugin loader, conversation memory, and CLI entrypoint. After all files are written, run `python3 -m tool_agent --list-tools` to verify it works.

# Built-in tools — extended (200)
sha1 hash
sha512 hash
blake2b hash
crc32
rot13 cipher
caesar cipher
atbash cipher
morse encode
morse decode
hex_to_int
int_to_hex
bin_to_int
int_to_bin
float_to_int
round_to
ceil
floor
abs
negate
sum_list
avg_list
min_list
max_list
median
std_dev
variance
percentile
mode
factorial
fibonacci
is_prime
primes_up_to
gcd
lcm
modular_inverse
sin
cos
tan
asin
acos
atan
log10
log2
ln
exp
pow_func
sqrt
cbrt
deg_to_rad
rad_to_deg
miles_to_km
km_to_miles
celsius_to_f
f_to_celsius
feet_to_m
m_to_feet
kg_to_lb
lb_to_kg
format_bytes
format_duration
format_number_with_commas
parse_int
parse_float
parse_bool
is_valid_email
is_valid_url
is_valid_ipv4
is_valid_ipv6
is_valid_uuid
is_valid_isbn
extract_emails_from_text
extract_urls_from_text
extract_phone_numbers
extract_dates
strip_html_tags
strip_ansi_codes
normalize_whitespace
snake_to_camel
camel_to_snake
kebab_to_snake
snake_to_kebab
pluralize
singularize
ordinalize
left_pad
right_pad
center_pad
wrap_text_at_width
indent_text
dedent_text
remove_duplicates_in_list
flatten_list
chunk_list
zip_lists
unzip_lists
set_intersection
set_union
set_difference
dict_get_nested
dict_set_nested
dict_merge
dict_invert
list_to_dict
dict_to_list
csv_filter
csv_select_columns
csv_sort_by
json_pretty
json_minify
json_validate
yaml_validate
toml_parse
toml_dump
ini_parse
ini_dump
xml_to_dict
dict_to_xml
html_escape
html_unescape
shell_quote
shell_unquote
now_iso
now_unix
today_date
today_weekday
parse_iso_date
format_date
date_diff_days
add_days
subtract_days
next_weekday
previous_weekday
is_weekend
is_business_day
timezone_now
convert_timezone
duration_humanize
ago_format
url_parse
url_join
url_query_params
ip_to_int
int_to_ip
cidr_contains
cidr_hosts
is_private_ip
reverse_dns
html_get_title
html_get_meta_description
markdown_to_text
markdown_to_html
html_to_markdown
ansi_color_text
ansi_strip
terminal_width
rgb_to_hex
hex_to_rgb
rgb_to_hsl
hsl_to_rgb
color_lighten
color_darken
color_invert
image_size
image_format
audio_duration
video_duration
file_size
file_mtime
file_owner
list_directory
tree_directory
file_count
find_files_by_extension
find_files_modified_since
find_largest_files
find_oldest_files
compare_two_files
diff_two_strings
patch_apply
patch_create
git_current_branch
git_last_commit_message
git_diff_stat
git_blame
git_log_oneline
git_remote_url
github_repo_info
gitlab_repo_info
package_json_info
pyproject_toml_info
cargo_toml_info
license_detect
readme_detect
ci_detect
lines_of_code
tabs_vs_spaces
indent_consistency_check
trailing_whitespace_count
todo_count
fixme_count
hack_count
import_graph
function_count
class_count
test_file_count
test_function_count
complexity_metric
halstead_metrics
tabular_pretty_print
csv_to_markdown
weather_for_city
stock_price
bitcoin_price
ethereum_price
ip_geolocation
phone_to_country
email_validation_smtp
domain_whois
wikipedia_summary
dictionary_lookup
thesaurus_synonyms
translate_text
summarize_text
tokenize_text
stem_words
lemmatize_words
language_detect
sentiment_analyze
keyword_extract
tag_extract
entity_extract
qr_encode
qr_decode
barcode_encode
barcode_decode
captcha_solve
spell_check
image_resize
image_rotate
image_crop
image_grayscale
image_thumbnail
image_to_ascii
audio_speed
audio_volume
audio_trim
video_thumbnail
video_extract_audio
pdf_text_extract
pdf_metadata
pdf_merge
pdf_split
epub_text_extract
docx_text_extract

# Format converters (200)
convert json to yaml
convert json to toml
convert json to csv
convert json to tsv
convert json to xml
convert json to ini
convert json to env
convert yaml to json
convert yaml to toml
convert yaml to csv
convert yaml to tsv
convert yaml to xml
convert yaml to ini
convert yaml to env
convert toml to json
convert toml to yaml
convert toml to csv
convert toml to tsv
convert toml to xml
convert toml to ini
convert toml to env
convert csv to json
convert csv to yaml
convert csv to toml
convert csv to tsv
convert csv to xml
convert csv to ini
convert csv to env
convert tsv to json
convert tsv to yaml
convert tsv to toml
convert tsv to csv
convert tsv to xml
convert tsv to ini
convert tsv to env
convert xml to json
convert xml to yaml
convert xml to toml
convert xml to csv
convert xml to tsv
convert xml to ini
convert xml to env
convert ini to json
convert ini to yaml
convert ini to toml
convert ini to csv
convert ini to tsv
convert ini to xml
convert ini to env
convert env to json
convert env to yaml
convert env to toml
convert env to csv
convert env to tsv
convert env to xml
convert env to ini

# CLI flags (200)
Add a --color CLI flag that controls behavior
Add a --no-color CLI flag that controls behavior
Add a --json CLI flag that controls behavior
Add a --yaml CLI flag that controls behavior
Add a --csv CLI flag that controls behavior
Add a --table CLI flag that controls behavior
Add a --raw CLI flag that controls behavior
Add a --markdown CLI flag that controls behavior
Add a --verbose CLI flag that controls behavior
Add a --quiet CLI flag that controls behavior
Add a --debug CLI flag that controls behavior
Add a --trace CLI flag that controls behavior
Add a --log-level CLI flag that controls behavior
Add a --log-file CLI flag that controls behavior
Add a --config CLI flag that controls behavior
Add a --profile CLI flag that controls behavior
Add a --env CLI flag that controls behavior
Add a --dry-run CLI flag that controls behavior
Add a --force CLI flag that controls behavior
Add a --interactive CLI flag that controls behavior
Add a --non-interactive CLI flag that controls behavior
Add a --yes CLI flag that controls behavior
Add a --no CLI flag that controls behavior
Add a --timeout CLI flag that controls behavior
Add a --max-retries CLI flag that controls behavior
Add a --no-retry CLI flag that controls behavior
Add a --cache CLI flag that controls behavior
Add a --no-cache CLI flag that controls behavior
Add a --cache-dir CLI flag that controls behavior
Add a --clear-cache CLI flag that controls behavior
Add a --concurrency CLI flag that controls behavior
Add a --parallel CLI flag that controls behavior
Add a --sequential CLI flag that controls behavior
Add a --batch-size CLI flag that controls behavior
Add a --input CLI flag that controls behavior
Add a --output CLI flag that controls behavior
Add a --input-file CLI flag that controls behavior
Add a --output-file CLI flag that controls behavior
Add a --stdin CLI flag that controls behavior
Add a --stdout CLI flag that controls behavior
Add a --format CLI flag that controls behavior
Add a --encoding CLI flag that controls behavior
Add a --delimiter CLI flag that controls behavior
Add a --separator CLI flag that controls behavior
Add a --quote-char CLI flag that controls behavior
Add a --include CLI flag that controls behavior
Add a --exclude CLI flag that controls behavior
Add a --filter CLI flag that controls behavior
Add a --sort CLI flag that controls behavior
Add a --reverse CLI flag that controls behavior
Add a --unique CLI flag that controls behavior
Add a --head CLI flag that controls behavior
Add a --tail CLI flag that controls behavior
Add a --skip CLI flag that controls behavior
Add a --limit CLI flag that controls behavior
Add a --page CLI flag that controls behavior
Add a --page-size CLI flag that controls behavior
Add a --user CLI flag that controls behavior
Add a --group CLI flag that controls behavior
Add a --permissions CLI flag that controls behavior
Add a --owner CLI flag that controls behavior
Add a --umask CLI flag that controls behavior

# Plugin system (200)
Plugin feature: hot-reload
Plugin feature: dependency injection
Plugin feature: event bus
Plugin feature: lifecycle hooks
Plugin feature: configuration schema
Plugin feature: secret management
Plugin feature: telemetry
Plugin feature: profiling
Plugin feature: metrics export
Plugin feature: health check
Plugin feature: version negotiation
Plugin feature: capability flags
Plugin feature: permission scopes
Plugin feature: sandboxing
Plugin feature: resource limits
Plugin feature: rate limiting
Plugin feature: circuit breaker
Plugin feature: fallback
Plugin feature: retry policy
Plugin feature: timeout policy
Plugin feature: idempotency
Plugin feature: deduplication
Plugin feature: batching
Plugin feature: debouncing
Plugin feature: throttling
Plugin feature: caching with TTL
Plugin feature: cache invalidation
Plugin feature: write-through
Plugin feature: write-behind
Plugin feature: request signing
Plugin feature: token rotation
Plugin feature: OAuth flow
Plugin feature: SAML flow
Plugin feature: OIDC flow
Plugin feature: API key rotation
Plugin feature: secret scanning
Plugin feature: PII redaction
Plugin feature: log sampling
Plugin feature: trace propagation
Plugin feature: span attributes
Plugin feature: baggage propagation
Plugin feature: error tagging
Plugin feature: alert routing
Plugin feature: notification channels
Plugin feature: escalation policies
Plugin feature: on-call rotation
Plugin feature: incident management
Plugin feature: runbook execution
Plugin feature: chaos injection
Plugin feature: fault simulation
Plugin feature: load shedding
Plugin feature: graceful degradation
Plugin feature: blue-green deploy
Plugin feature: canary deploy
Plugin feature: feature flags per user
Plugin feature: feature flags per cohort
Plugin feature: A/B testing harness
Plugin feature: experiment tracking
Plugin feature: statistical significance
Plugin feature: sample size calc
Plugin feature: hypothesis testing
Plugin feature: bayesian estimator
Plugin feature: monte carlo
Plugin feature: simulation
Plugin feature: scheduled tasks
Plugin feature: cron expressions
Plugin feature: recurring jobs
Plugin feature: one-shot jobs
Plugin feature: job priorities
Plugin feature: job queues
Plugin feature: job dependencies
Plugin feature: job retries
Plugin feature: DAG execution
Plugin feature: workflow definition
Plugin feature: parallel branches
Plugin feature: conditional steps
Plugin feature: input validation
Plugin feature: output validation
Plugin feature: schema migration
Plugin feature: data versioning
Plugin feature: data lineage
Plugin feature: audit trail
Plugin feature: compliance reporting
Plugin feature: GDPR export
Plugin feature: GDPR delete
Plugin feature: user consent tracking
Plugin feature: anonymization
Plugin feature: pseudonymization
Plugin feature: k-anonymity

# Storage (200)
Add storage backend: sqlite
Add storage backend: postgres
Add storage backend: mysql
Add storage backend: mongodb
Add storage backend: redis
Add storage backend: memcached
Add storage backend: elasticsearch
Add storage backend: opensearch
Add storage backend: clickhouse
Add storage backend: duckdb
Add storage backend: rocksdb
Add storage backend: leveldb
Add storage backend: lmdb
Add storage backend: badger
Add storage backend: bolt
Add storage backend: s3
Add storage backend: gcs
Add storage backend: azure-blob
Add storage backend: minio
Add storage backend: ceph
Add storage backend: nfs
Add storage backend: samba
Add storage backend: ftp
Add storage backend: sftp
Add storage backend: webdav
Add storage backend: sqlite
Add storage backend: postgres
Add storage backend: mysql
Add storage backend: mongodb
Add storage backend: redis
Add storage backend: memcached
Add storage backend: elasticsearch
Add storage backend: opensearch
Add storage backend: clickhouse
Add storage backend: duckdb
Add storage backend: rocksdb
Add storage backend: leveldb
Add storage backend: lmdb
Add storage backend: badger
Add storage backend: bolt
Add storage backend: s3
Add storage backend: gcs
Add storage backend: azure-blob
Add storage backend: minio
Add storage backend: ceph
Add storage backend: nfs
Add storage backend: samba
Add storage backend: ftp
Add storage backend: sftp
Add storage backend: webdav
Add storage backend: sqlite
Add storage backend: postgres
Add storage backend: mysql
Add storage backend: mongodb
Add storage backend: redis
Add storage backend: memcached
Add storage backend: elasticsearch
Add storage backend: opensearch
Add storage backend: clickhouse
Add storage backend: duckdb
Add storage backend: rocksdb
Add storage backend: leveldb
Add storage backend: lmdb
Add storage backend: badger
Add storage backend: bolt
Add storage backend: s3
Add storage backend: gcs
Add storage backend: azure-blob
Add storage backend: minio
Add storage backend: ceph
Add storage backend: nfs
Add storage backend: samba
Add storage backend: ftp
Add storage backend: sftp
Add storage backend: webdav
Add storage backend: sqlite
Add storage backend: postgres
Add storage backend: mysql
Add storage backend: mongodb
Add storage backend: redis
Add storage backend: memcached
Add storage backend: elasticsearch
Add storage backend: opensearch
Add storage backend: clickhouse
Add storage backend: duckdb
Add storage backend: rocksdb
Add storage backend: leveldb
Add storage backend: lmdb
Add storage backend: badger
Add storage backend: bolt
Add storage backend: s3
Add storage backend: gcs
Add storage backend: azure-blob
Add storage backend: minio
Add storage backend: ceph
Add storage backend: nfs
Add storage backend: samba
Add storage backend: ftp
Add storage backend: sftp
Add storage backend: webdav
Add storage backend: sqlite
Add storage backend: postgres
Add storage backend: mysql
Add storage backend: mongodb
Add storage backend: redis
Add storage backend: memcached
Add storage backend: elasticsearch
Add storage backend: opensearch
Add storage backend: clickhouse
Add storage backend: duckdb
Add storage backend: rocksdb
Add storage backend: leveldb
Add storage backend: lmdb
Add storage backend: badger
Add storage backend: bolt
Add storage backend: s3
Add storage backend: gcs
Add storage backend: azure-blob
Add storage backend: minio
Add storage backend: ceph
Add storage backend: nfs
Add storage backend: samba
Add storage backend: ftp
Add storage backend: sftp
Add storage backend: webdav
Add storage backend: sqlite
Add storage backend: postgres
Add storage backend: mysql
Add storage backend: mongodb
Add storage backend: redis
Add storage backend: memcached
Add storage backend: elasticsearch
Add storage backend: opensearch
Add storage backend: clickhouse
Add storage backend: duckdb
Add storage backend: rocksdb
Add storage backend: leveldb
Add storage backend: lmdb
Add storage backend: badger
Add storage backend: bolt
Add storage backend: s3
Add storage backend: gcs
Add storage backend: azure-blob
Add storage backend: minio
Add storage backend: ceph
Add storage backend: nfs
Add storage backend: samba
Add storage backend: ftp
Add storage backend: sftp
Add storage backend: webdav
Add storage backend: sqlite
Add storage backend: postgres
Add storage backend: mysql
Add storage backend: mongodb
Add storage backend: redis
Add storage backend: memcached
Add storage backend: elasticsearch
Add storage backend: opensearch
Add storage backend: clickhouse
Add storage backend: duckdb
Add storage backend: rocksdb
Add storage backend: leveldb
Add storage backend: lmdb
Add storage backend: badger
Add storage backend: bolt
Add storage backend: s3
Add storage backend: gcs
Add storage backend: azure-blob
Add storage backend: minio
Add storage backend: ceph
Add storage backend: nfs
Add storage backend: samba
Add storage backend: ftp
Add storage backend: sftp
Add storage backend: webdav
Add storage backend: sqlite
Add storage backend: postgres
Add storage backend: mysql
Add storage backend: mongodb
Add storage backend: redis
Add storage backend: memcached
Add storage backend: elasticsearch
Add storage backend: opensearch
Add storage backend: clickhouse
Add storage backend: duckdb
Add storage backend: rocksdb
Add storage backend: leveldb
Add storage backend: lmdb
Add storage backend: badger
Add storage backend: bolt
Add storage backend: s3
Add storage backend: gcs
Add storage backend: azure-blob
Add storage backend: minio
Add storage backend: ceph
Add storage backend: nfs
Add storage backend: samba
Add storage backend: ftp
Add storage backend: sftp
Add storage backend: webdav

# API surfaces (200)
API: REST GET endpoint
API: REST POST endpoint
API: REST PUT endpoint
API: REST DELETE endpoint
API: REST PATCH endpoint
API: GraphQL query
API: GraphQL mutation
API: GraphQL subscription
API: gRPC unary
API: gRPC server-streaming
API: gRPC client-streaming
API: gRPC bidi-streaming
API: WebSocket server
API: WebSocket client
API: SSE server
API: SSE client
API: JSON-RPC server
API: JSON-RPC client
API: OpenAPI generation
API: Swagger UI
API: API versioning
API: API deprecation policy
API: rate limiter (token bucket)
API: rate limiter (leaky bucket)
API: rate limiter (sliding window)
API: REST GET endpoint
API: REST POST endpoint
API: REST PUT endpoint
API: REST DELETE endpoint
API: REST PATCH endpoint
API: GraphQL query
API: GraphQL mutation
API: GraphQL subscription
API: gRPC unary
API: gRPC server-streaming
API: gRPC client-streaming
API: gRPC bidi-streaming
API: WebSocket server
API: WebSocket client
API: SSE server
API: SSE client
API: JSON-RPC server
API: JSON-RPC client
API: OpenAPI generation
API: Swagger UI
API: API versioning
API: API deprecation policy
API: rate limiter (token bucket)
API: rate limiter (leaky bucket)
API: rate limiter (sliding window)
API: REST GET endpoint
API: REST POST endpoint
API: REST PUT endpoint
API: REST DELETE endpoint
API: REST PATCH endpoint
API: GraphQL query
API: GraphQL mutation
API: GraphQL subscription
API: gRPC unary
API: gRPC server-streaming
API: gRPC client-streaming
API: gRPC bidi-streaming
API: WebSocket server
API: WebSocket client
API: SSE server
API: SSE client
API: JSON-RPC server
API: JSON-RPC client
API: OpenAPI generation
API: Swagger UI
API: API versioning
API: API deprecation policy
API: rate limiter (token bucket)
API: rate limiter (leaky bucket)
API: rate limiter (sliding window)
API: REST GET endpoint
API: REST POST endpoint
API: REST PUT endpoint
API: REST DELETE endpoint
API: REST PATCH endpoint
API: GraphQL query
API: GraphQL mutation
API: GraphQL subscription
API: gRPC unary
API: gRPC server-streaming
API: gRPC client-streaming
API: gRPC bidi-streaming
API: WebSocket server
API: WebSocket client
API: SSE server
API: SSE client
API: JSON-RPC server
API: JSON-RPC client
API: OpenAPI generation
API: Swagger UI
API: API versioning
API: API deprecation policy
API: rate limiter (token bucket)
API: rate limiter (leaky bucket)
API: rate limiter (sliding window)
API: REST GET endpoint
API: REST POST endpoint
API: REST PUT endpoint
API: REST DELETE endpoint
API: REST PATCH endpoint
API: GraphQL query
API: GraphQL mutation
API: GraphQL subscription
API: gRPC unary
API: gRPC server-streaming
API: gRPC client-streaming
API: gRPC bidi-streaming
API: WebSocket server
API: WebSocket client
API: SSE server
API: SSE client
API: JSON-RPC server
API: JSON-RPC client
API: OpenAPI generation
API: Swagger UI
API: API versioning
API: API deprecation policy
API: rate limiter (token bucket)
API: rate limiter (leaky bucket)
API: rate limiter (sliding window)
API: REST GET endpoint
API: REST POST endpoint
API: REST PUT endpoint
API: REST DELETE endpoint
API: REST PATCH endpoint
API: GraphQL query
API: GraphQL mutation
API: GraphQL subscription
API: gRPC unary
API: gRPC server-streaming
API: gRPC client-streaming
API: gRPC bidi-streaming
API: WebSocket server
API: WebSocket client
API: SSE server
API: SSE client
API: JSON-RPC server
API: JSON-RPC client
API: OpenAPI generation
API: Swagger UI
API: API versioning
API: API deprecation policy
API: rate limiter (token bucket)
API: rate limiter (leaky bucket)
API: rate limiter (sliding window)
API: REST GET endpoint
API: REST POST endpoint
API: REST PUT endpoint
API: REST DELETE endpoint
API: REST PATCH endpoint
API: GraphQL query
API: GraphQL mutation
API: GraphQL subscription
API: gRPC unary
API: gRPC server-streaming
API: gRPC client-streaming
API: gRPC bidi-streaming
API: WebSocket server
API: WebSocket client
API: SSE server
API: SSE client
API: JSON-RPC server
API: JSON-RPC client
API: OpenAPI generation
API: Swagger UI
API: API versioning
API: API deprecation policy
API: rate limiter (token bucket)
API: rate limiter (leaky bucket)
API: rate limiter (sliding window)
API: REST GET endpoint
API: REST POST endpoint
API: REST PUT endpoint
API: REST DELETE endpoint
API: REST PATCH endpoint
API: GraphQL query
API: GraphQL mutation
API: GraphQL subscription
API: gRPC unary
API: gRPC server-streaming
API: gRPC client-streaming
API: gRPC bidi-streaming
API: WebSocket server
API: WebSocket client
API: SSE server
API: SSE client
API: JSON-RPC server
API: JSON-RPC client
API: OpenAPI generation
API: Swagger UI
API: API versioning
API: API deprecation policy
API: rate limiter (token bucket)
API: rate limiter (leaky bucket)
API: rate limiter (sliding window)

# Testing (200)
Test: unit test for tool X
Test: integration test for pipe Y
Test: fuzz test for parser Z
Test: property test for converter A
Test: regression test for bug B
Test: smoke test for CLI C
Test: performance benchmark for D
Test: memory benchmark for E
Test: concurrency test for F
Test: race condition test for G
Test: idempotency test for H
Test: rollback test for I
Test: snapshot test for J
Test: golden test for K
Test: unit test for tool X
Test: integration test for pipe Y
Test: fuzz test for parser Z
Test: property test for converter A
Test: regression test for bug B
Test: smoke test for CLI C
Test: performance benchmark for D
Test: memory benchmark for E
Test: concurrency test for F
Test: race condition test for G
Test: idempotency test for H
Test: rollback test for I
Test: snapshot test for J
Test: golden test for K
Test: unit test for tool X
Test: integration test for pipe Y
Test: fuzz test for parser Z
Test: property test for converter A
Test: regression test for bug B
Test: smoke test for CLI C
Test: performance benchmark for D
Test: memory benchmark for E
Test: concurrency test for F
Test: race condition test for G
Test: idempotency test for H
Test: rollback test for I
Test: snapshot test for J
Test: golden test for K
Test: unit test for tool X
Test: integration test for pipe Y
Test: fuzz test for parser Z
Test: property test for converter A
Test: regression test for bug B
Test: smoke test for CLI C
Test: performance benchmark for D
Test: memory benchmark for E
Test: concurrency test for F
Test: race condition test for G
Test: idempotency test for H
Test: rollback test for I
Test: snapshot test for J
Test: golden test for K
Test: unit test for tool X
Test: integration test for pipe Y
Test: fuzz test for parser Z
Test: property test for converter A
Test: regression test for bug B
Test: smoke test for CLI C
Test: performance benchmark for D
Test: memory benchmark for E
Test: concurrency test for F
Test: race condition test for G
Test: idempotency test for H
Test: rollback test for I
Test: snapshot test for J
Test: golden test for K
Test: unit test for tool X
Test: integration test for pipe Y
Test: fuzz test for parser Z
Test: property test for converter A
Test: regression test for bug B
Test: smoke test for CLI C
Test: performance benchmark for D
Test: memory benchmark for E
Test: concurrency test for F
Test: race condition test for G
Test: idempotency test for H
Test: rollback test for I
Test: snapshot test for J
Test: golden test for K
Test: unit test for tool X
Test: integration test for pipe Y
Test: fuzz test for parser Z
Test: property test for converter A
Test: regression test for bug B
Test: smoke test for CLI C
Test: performance benchmark for D
Test: memory benchmark for E
Test: concurrency test for F
Test: race condition test for G
Test: idempotency test for H
Test: rollback test for I
Test: snapshot test for J
Test: golden test for K
Test: unit test for tool X
Test: integration test for pipe Y
Test: fuzz test for parser Z
Test: property test for converter A
Test: regression test for bug B
Test: smoke test for CLI C
Test: performance benchmark for D
Test: memory benchmark for E
Test: concurrency test for F
Test: race condition test for G
Test: idempotency test for H
Test: rollback test for I
Test: snapshot test for J
Test: golden test for K
Test: unit test for tool X
Test: integration test for pipe Y
Test: fuzz test for parser Z
Test: property test for converter A
Test: regression test for bug B
Test: smoke test for CLI C
Test: performance benchmark for D
Test: memory benchmark for E
Test: concurrency test for F
Test: race condition test for G
Test: idempotency test for H
Test: rollback test for I
Test: snapshot test for J
Test: golden test for K
Test: unit test for tool X
Test: integration test for pipe Y
Test: fuzz test for parser Z
Test: property test for converter A
Test: regression test for bug B
Test: smoke test for CLI C
Test: performance benchmark for D
Test: memory benchmark for E
Test: concurrency test for F
Test: race condition test for G
Test: idempotency test for H
Test: rollback test for I
Test: snapshot test for J
Test: golden test for K
Test: unit test for tool X
Test: integration test for pipe Y
Test: fuzz test for parser Z
Test: property test for converter A
Test: regression test for bug B
Test: smoke test for CLI C
Test: performance benchmark for D
Test: memory benchmark for E
Test: concurrency test for F
Test: race condition test for G
Test: idempotency test for H
Test: rollback test for I
Test: snapshot test for J
Test: golden test for K
Test: unit test for tool X
Test: integration test for pipe Y
Test: fuzz test for parser Z
Test: property test for converter A
Test: regression test for bug B
Test: smoke test for CLI C
Test: performance benchmark for D
Test: memory benchmark for E
Test: concurrency test for F
Test: race condition test for G
Test: idempotency test for H
Test: rollback test for I
Test: snapshot test for J
Test: golden test for K
Test: unit test for tool X
Test: integration test for pipe Y
Test: fuzz test for parser Z
Test: property test for converter A
Test: regression test for bug B
Test: smoke test for CLI C
Test: performance benchmark for D
Test: memory benchmark for E
Test: concurrency test for F
Test: race condition test for G
Test: idempotency test for H
Test: rollback test for I
Test: snapshot test for J
Test: golden test for K
Test: unit test for tool X
Test: integration test for pipe Y
Test: fuzz test for parser Z
Test: property test for converter A
Test: regression test for bug B
Test: smoke test for CLI C
Test: performance benchmark for D
Test: memory benchmark for E
Test: concurrency test for F
Test: race condition test for G
Test: idempotency test for H
Test: rollback test for I
Test: snapshot test for J
Test: golden test for K

# Documentation (200)
Doc: README section about X
Doc: CONTRIBUTING update for Y
Doc: tutorial for Z
Doc: API reference for A
Doc: FAQ entry for B
Doc: troubleshooting guide for C
Doc: migration guide for D
Doc: changelog entry for E
Doc: release notes for F
Doc: architecture diagram for G
Doc: README section about X
Doc: CONTRIBUTING update for Y
Doc: tutorial for Z
Doc: API reference for A
Doc: FAQ entry for B
Doc: troubleshooting guide for C
Doc: migration guide for D
Doc: changelog entry for E
Doc: release notes for F
Doc: architecture diagram for G
Doc: README section about X
Doc: CONTRIBUTING update for Y
Doc: tutorial for Z
Doc: API reference for A
Doc: FAQ entry for B
Doc: troubleshooting guide for C
Doc: migration guide for D
Doc: changelog entry for E
Doc: release notes for F
Doc: architecture diagram for G
Doc: README section about X
Doc: CONTRIBUTING update for Y
Doc: tutorial for Z
Doc: API reference for A
Doc: FAQ entry for B
Doc: troubleshooting guide for C
Doc: migration guide for D
Doc: changelog entry for E
Doc: release notes for F
Doc: architecture diagram for G
Doc: README section about X
Doc: CONTRIBUTING update for Y
Doc: tutorial for Z
Doc: API reference for A
Doc: FAQ entry for B
Doc: troubleshooting guide for C
Doc: migration guide for D
Doc: changelog entry for E
Doc: release notes for F
Doc: architecture diagram for G
Doc: README section about X
Doc: CONTRIBUTING update for Y
Doc: tutorial for Z
Doc: API reference for A
Doc: FAQ entry for B
Doc: troubleshooting guide for C
Doc: migration guide for D
Doc: changelog entry for E
Doc: release notes for F
Doc: architecture diagram for G
Doc: README section about X
Doc: CONTRIBUTING update for Y
Doc: tutorial for Z
Doc: API reference for A
Doc: FAQ entry for B
Doc: troubleshooting guide for C
Doc: migration guide for D
Doc: changelog entry for E
Doc: release notes for F
Doc: architecture diagram for G
Doc: README section about X
Doc: CONTRIBUTING update for Y
Doc: tutorial for Z
Doc: API reference for A
Doc: FAQ entry for B
Doc: troubleshooting guide for C
Doc: migration guide for D
Doc: changelog entry for E
Doc: release notes for F
Doc: architecture diagram for G
Doc: README section about X
Doc: CONTRIBUTING update for Y
Doc: tutorial for Z
Doc: API reference for A
Doc: FAQ entry for B
Doc: troubleshooting guide for C
Doc: migration guide for D
Doc: changelog entry for E
Doc: release notes for F
Doc: architecture diagram for G
Doc: README section about X
Doc: CONTRIBUTING update for Y
Doc: tutorial for Z
Doc: API reference for A
Doc: FAQ entry for B
Doc: troubleshooting guide for C
Doc: migration guide for D
Doc: changelog entry for E
Doc: release notes for F
Doc: architecture diagram for G
Doc: README section about X
Doc: CONTRIBUTING update for Y
Doc: tutorial for Z
Doc: API reference for A
Doc: FAQ entry for B
Doc: troubleshooting guide for C
Doc: migration guide for D
Doc: changelog entry for E
Doc: release notes for F
Doc: architecture diagram for G
Doc: README section about X
Doc: CONTRIBUTING update for Y
Doc: tutorial for Z
Doc: API reference for A
Doc: FAQ entry for B
Doc: troubleshooting guide for C
Doc: migration guide for D
Doc: changelog entry for E
Doc: release notes for F
Doc: architecture diagram for G
Doc: README section about X
Doc: CONTRIBUTING update for Y
Doc: tutorial for Z
Doc: API reference for A
Doc: FAQ entry for B
Doc: troubleshooting guide for C
Doc: migration guide for D
Doc: changelog entry for E
Doc: release notes for F
Doc: architecture diagram for G
Doc: README section about X
Doc: CONTRIBUTING update for Y
Doc: tutorial for Z
Doc: API reference for A
Doc: FAQ entry for B
Doc: troubleshooting guide for C
Doc: migration guide for D
Doc: changelog entry for E
Doc: release notes for F
Doc: architecture diagram for G
Doc: README section about X
Doc: CONTRIBUTING update for Y
Doc: tutorial for Z
Doc: API reference for A
Doc: FAQ entry for B
Doc: troubleshooting guide for C
Doc: migration guide for D
Doc: changelog entry for E
Doc: release notes for F
Doc: architecture diagram for G
Doc: README section about X
Doc: CONTRIBUTING update for Y
Doc: tutorial for Z
Doc: API reference for A
Doc: FAQ entry for B
Doc: troubleshooting guide for C
Doc: migration guide for D
Doc: changelog entry for E
Doc: release notes for F
Doc: architecture diagram for G
Doc: README section about X
Doc: CONTRIBUTING update for Y
Doc: tutorial for Z
Doc: API reference for A
Doc: FAQ entry for B
Doc: troubleshooting guide for C
Doc: migration guide for D
Doc: changelog entry for E
Doc: release notes for F
Doc: architecture diagram for G
Doc: README section about X
Doc: CONTRIBUTING update for Y
Doc: tutorial for Z
Doc: API reference for A
Doc: FAQ entry for B
Doc: troubleshooting guide for C
Doc: migration guide for D
Doc: changelog entry for E
Doc: release notes for F
Doc: architecture diagram for G
Doc: README section about X
Doc: CONTRIBUTING update for Y
Doc: tutorial for Z
Doc: API reference for A
Doc: FAQ entry for B
Doc: troubleshooting guide for C
Doc: migration guide for D
Doc: changelog entry for E
Doc: release notes for F
Doc: architecture diagram for G
Doc: README section about X
Doc: CONTRIBUTING update for Y
Doc: tutorial for Z
Doc: API reference for A
Doc: FAQ entry for B
Doc: troubleshooting guide for C
Doc: migration guide for D
Doc: changelog entry for E
Doc: release notes for F
Doc: architecture diagram for G

# Performance (200)
Perf: cache result of pure function
Perf: lazy-load module
Perf: memoize expensive call
Perf: batch DB writes
Perf: stream large file
Perf: compress old logs
Perf: deduplicate repeated requests
Perf: coalesce parallel reads
Perf: warm cache on startup
Perf: evict LRU entries
Perf: cache result of pure function
Perf: lazy-load module
Perf: memoize expensive call
Perf: batch DB writes
Perf: stream large file
Perf: compress old logs
Perf: deduplicate repeated requests
Perf: coalesce parallel reads
Perf: warm cache on startup
Perf: evict LRU entries
Perf: cache result of pure function
Perf: lazy-load module
Perf: memoize expensive call
Perf: batch DB writes
Perf: stream large file
Perf: compress old logs
Perf: deduplicate repeated requests
Perf: coalesce parallel reads
Perf: warm cache on startup
Perf: evict LRU entries
Perf: cache result of pure function
Perf: lazy-load module
Perf: memoize expensive call
Perf: batch DB writes
Perf: stream large file
Perf: compress old logs
Perf: deduplicate repeated requests
Perf: coalesce parallel reads
Perf: warm cache on startup
Perf: evict LRU entries
Perf: cache result of pure function
Perf: lazy-load module
Perf: memoize expensive call
Perf: batch DB writes
Perf: stream large file
Perf: compress old logs
Perf: deduplicate repeated requests
Perf: coalesce parallel reads
Perf: warm cache on startup
Perf: evict LRU entries
Perf: cache result of pure function
Perf: lazy-load module
Perf: memoize expensive call
Perf: batch DB writes
Perf: stream large file
Perf: compress old logs
Perf: deduplicate repeated requests
Perf: coalesce parallel reads
Perf: warm cache on startup
Perf: evict LRU entries
Perf: cache result of pure function
Perf: lazy-load module
Perf: memoize expensive call
Perf: batch DB writes
Perf: stream large file
Perf: compress old logs
Perf: deduplicate repeated requests
Perf: coalesce parallel reads
Perf: warm cache on startup
Perf: evict LRU entries
Perf: cache result of pure function
Perf: lazy-load module
Perf: memoize expensive call
Perf: batch DB writes
Perf: stream large file
Perf: compress old logs
Perf: deduplicate repeated requests
Perf: coalesce parallel reads
Perf: warm cache on startup
Perf: evict LRU entries
Perf: cache result of pure function
Perf: lazy-load module
Perf: memoize expensive call
Perf: batch DB writes
Perf: stream large file
Perf: compress old logs
Perf: deduplicate repeated requests
Perf: coalesce parallel reads
Perf: warm cache on startup
Perf: evict LRU entries
Perf: cache result of pure function
Perf: lazy-load module
Perf: memoize expensive call
Perf: batch DB writes
Perf: stream large file
Perf: compress old logs
Perf: deduplicate repeated requests
Perf: coalesce parallel reads
Perf: warm cache on startup
Perf: evict LRU entries
Perf: cache result of pure function
Perf: lazy-load module
Perf: memoize expensive call
Perf: batch DB writes
Perf: stream large file
Perf: compress old logs
Perf: deduplicate repeated requests
Perf: coalesce parallel reads
Perf: warm cache on startup
Perf: evict LRU entries
Perf: cache result of pure function
Perf: lazy-load module
Perf: memoize expensive call
Perf: batch DB writes
Perf: stream large file
Perf: compress old logs
Perf: deduplicate repeated requests
Perf: coalesce parallel reads
Perf: warm cache on startup
Perf: evict LRU entries
Perf: cache result of pure function
Perf: lazy-load module
Perf: memoize expensive call
Perf: batch DB writes
Perf: stream large file
Perf: compress old logs
Perf: deduplicate repeated requests
Perf: coalesce parallel reads
Perf: warm cache on startup
Perf: evict LRU entries
Perf: cache result of pure function
Perf: lazy-load module
Perf: memoize expensive call
Perf: batch DB writes
Perf: stream large file
Perf: compress old logs
Perf: deduplicate repeated requests
Perf: coalesce parallel reads
Perf: warm cache on startup
Perf: evict LRU entries
Perf: cache result of pure function
Perf: lazy-load module
Perf: memoize expensive call
Perf: batch DB writes
Perf: stream large file
Perf: compress old logs
Perf: deduplicate repeated requests
Perf: coalesce parallel reads
Perf: warm cache on startup
Perf: evict LRU entries
Perf: cache result of pure function
Perf: lazy-load module
Perf: memoize expensive call
Perf: batch DB writes
Perf: stream large file
Perf: compress old logs
Perf: deduplicate repeated requests
Perf: coalesce parallel reads
Perf: warm cache on startup
Perf: evict LRU entries
Perf: cache result of pure function
Perf: lazy-load module
Perf: memoize expensive call
Perf: batch DB writes
Perf: stream large file
Perf: compress old logs
Perf: deduplicate repeated requests
Perf: coalesce parallel reads
Perf: warm cache on startup
Perf: evict LRU entries
Perf: cache result of pure function
Perf: lazy-load module
Perf: memoize expensive call
Perf: batch DB writes
Perf: stream large file
Perf: compress old logs
Perf: deduplicate repeated requests
Perf: coalesce parallel reads
Perf: warm cache on startup
Perf: evict LRU entries
Perf: cache result of pure function
Perf: lazy-load module
Perf: memoize expensive call
Perf: batch DB writes
Perf: stream large file
Perf: compress old logs
Perf: deduplicate repeated requests
Perf: coalesce parallel reads
Perf: warm cache on startup
Perf: evict LRU entries
Perf: cache result of pure function
Perf: lazy-load module
Perf: memoize expensive call
Perf: batch DB writes
Perf: stream large file
Perf: compress old logs
Perf: deduplicate repeated requests
Perf: coalesce parallel reads
Perf: warm cache on startup
Perf: evict LRU entries

# Integration (200)
Integrate: Slack webhook
Integrate: Discord webhook
Integrate: Telegram bot
Integrate: GitHub Actions
Integrate: GitLab CI
Integrate: CircleCI
Integrate: Jenkins
Integrate: Prometheus metrics
Integrate: Grafana dashboard
Integrate: Datadog APM
Integrate: New Relic APM
Integrate: Sentry error tracking
Integrate: Honeycomb tracing
Integrate: PagerDuty incidents
Integrate: Opsgenie
Integrate: VictorOps
Integrate: AWS Lambda
Integrate: GCP Cloud Functions
Integrate: Azure Functions
Integrate: Cloudflare Workers
Integrate: Fastly Compute
Integrate: Vercel Edge
Integrate: Docker image
Integrate: OCI image
Integrate: Singularity image
Integrate: Slack webhook
Integrate: Discord webhook
Integrate: Telegram bot
Integrate: GitHub Actions
Integrate: GitLab CI
Integrate: CircleCI
Integrate: Jenkins
Integrate: Prometheus metrics
Integrate: Grafana dashboard
Integrate: Datadog APM
Integrate: New Relic APM
Integrate: Sentry error tracking
Integrate: Honeycomb tracing
Integrate: PagerDuty incidents
Integrate: Opsgenie
Integrate: VictorOps
Integrate: AWS Lambda
Integrate: GCP Cloud Functions
Integrate: Azure Functions
Integrate: Cloudflare Workers
Integrate: Fastly Compute
Integrate: Vercel Edge
Integrate: Docker image
Integrate: OCI image
Integrate: Singularity image
Integrate: Slack webhook
Integrate: Discord webhook
Integrate: Telegram bot
Integrate: GitHub Actions
Integrate: GitLab CI
Integrate: CircleCI
Integrate: Jenkins
Integrate: Prometheus metrics
Integrate: Grafana dashboard
Integrate: Datadog APM
Integrate: New Relic APM
Integrate: Sentry error tracking
Integrate: Honeycomb tracing
Integrate: PagerDuty incidents
Integrate: Opsgenie
Integrate: VictorOps
Integrate: AWS Lambda
Integrate: GCP Cloud Functions
Integrate: Azure Functions
Integrate: Cloudflare Workers
Integrate: Fastly Compute
Integrate: Vercel Edge
Integrate: Docker image
Integrate: OCI image
Integrate: Singularity image
Integrate: Slack webhook
Integrate: Discord webhook
Integrate: Telegram bot
Integrate: GitHub Actions
Integrate: GitLab CI
Integrate: CircleCI
Integrate: Jenkins
Integrate: Prometheus metrics
Integrate: Grafana dashboard
Integrate: Datadog APM
Integrate: New Relic APM
Integrate: Sentry error tracking
Integrate: Honeycomb tracing
Integrate: PagerDuty incidents
Integrate: Opsgenie
Integrate: VictorOps
Integrate: AWS Lambda
Integrate: GCP Cloud Functions
Integrate: Azure Functions
Integrate: Cloudflare Workers
Integrate: Fastly Compute
Integrate: Vercel Edge
Integrate: Docker image
Integrate: OCI image
Integrate: Singularity image
Integrate: Slack webhook
Integrate: Discord webhook
Integrate: Telegram bot
Integrate: GitHub Actions
Integrate: GitLab CI
Integrate: CircleCI
Integrate: Jenkins
Integrate: Prometheus metrics
Integrate: Grafana dashboard
Integrate: Datadog APM
Integrate: New Relic APM
Integrate: Sentry error tracking
Integrate: Honeycomb tracing
Integrate: PagerDuty incidents
Integrate: Opsgenie
Integrate: VictorOps
Integrate: AWS Lambda
Integrate: GCP Cloud Functions
Integrate: Azure Functions
Integrate: Cloudflare Workers
Integrate: Fastly Compute
Integrate: Vercel Edge
Integrate: Docker image
Integrate: OCI image
Integrate: Singularity image
Integrate: Slack webhook
Integrate: Discord webhook
Integrate: Telegram bot
Integrate: GitHub Actions
Integrate: GitLab CI
Integrate: CircleCI
Integrate: Jenkins
Integrate: Prometheus metrics
Integrate: Grafana dashboard
Integrate: Datadog APM
Integrate: New Relic APM
Integrate: Sentry error tracking
Integrate: Honeycomb tracing
Integrate: PagerDuty incidents
Integrate: Opsgenie
Integrate: VictorOps
Integrate: AWS Lambda
Integrate: GCP Cloud Functions
Integrate: Azure Functions
Integrate: Cloudflare Workers
Integrate: Fastly Compute
Integrate: Vercel Edge
Integrate: Docker image
Integrate: OCI image
Integrate: Singularity image
Integrate: Slack webhook
Integrate: Discord webhook
Integrate: Telegram bot
Integrate: GitHub Actions
Integrate: GitLab CI
Integrate: CircleCI
Integrate: Jenkins
Integrate: Prometheus metrics
Integrate: Grafana dashboard
Integrate: Datadog APM
Integrate: New Relic APM
Integrate: Sentry error tracking
Integrate: Honeycomb tracing
Integrate: PagerDuty incidents
Integrate: Opsgenie
Integrate: VictorOps
Integrate: AWS Lambda
Integrate: GCP Cloud Functions
Integrate: Azure Functions
Integrate: Cloudflare Workers
Integrate: Fastly Compute
Integrate: Vercel Edge
Integrate: Docker image
Integrate: OCI image
Integrate: Singularity image
Integrate: Slack webhook
Integrate: Discord webhook
Integrate: Telegram bot
Integrate: GitHub Actions
Integrate: GitLab CI
Integrate: CircleCI
Integrate: Jenkins
Integrate: Prometheus metrics
Integrate: Grafana dashboard
Integrate: Datadog APM
Integrate: New Relic APM
Integrate: Sentry error tracking
Integrate: Honeycomb tracing
Integrate: PagerDuty incidents
Integrate: Opsgenie
Integrate: VictorOps
Integrate: AWS Lambda
Integrate: GCP Cloud Functions
Integrate: Azure Functions
Integrate: Cloudflare Workers
Integrate: Fastly Compute
Integrate: Vercel Edge
Integrate: Docker image
Integrate: OCI image
Integrate: Singularity image
