kanfil f8e474d6fd feat: first-class agent-native runtime hooks for integrations (#3704)
* feat: first-class agent-native runtime hooks for integrations

* refactor: rework integration events per maintainer review

- Rename hooks terminology to 'events' (events:, --events flag, events.py).
- Use snake_case names for canonical events consistent with spec-kit vocabulary.
- Fold event config adapters into integration classes via class attributes (CANONICAL_TO_NATIVE, events_config_file, events_format).
- Lift event command-script resolution to core 'specify event run' command.
- Split events sourcing from integration config writing.
- Support first-class Copilot CLI events JSON generation under '.github/hooks/speckit.json'.
- Rewrite and expand full test suite under 'tests/integrations/test_events.py'.

Assisted-by: opencode (model: litellm/gemini-3.5-flash, autonomous)

* fix(events): resolve ruff lint errors blocking CI

Address Copilot review finding #18 (src/specify_cli/__init__.py event-command
import missing # noqa: E402), #19 (unused console import in commands/event.py),
and #20 (unused patch/yaml/Path/integration imports in test_events.py). Also
fix two stray F541 f-string prefixes in _build_opencode_plugin that ruff
flagged in the same job.

Bump dev version 0.14.2.dev0 -> 0.14.2.dev1 and add a CHANGELOG entry per the
AGENTS.md convention for Specify CLI __init__.py changes.

Refs: PR #3704 Copilot inline review (findings #18, #19, #20)

Assisted-by: opencode (model: glm-5.2, autonomous)

* fix(events): make generated native hooks actually execute

Address Copilot review findings that left generated event hooks inert or
schema-invalid after the rework:

- #2: the resolved events map now carries an ordered list of handlers per
  event (dict[str, list[dict]]) so two extensions declaring the same event
  both run instead of the last one silently winning. collect_extension_events
  accumulates; every adapter emits one native entry per handler.
- #6: Claude/Gemini/Qwen/Devin/Tabnine native schema accepts a single
  'command' string, not command+args. Each adapter now renders one complete
  shell invocation of the dispatcher via _dispatcher_command().
- #7: Gemini measures hook timeouts in milliseconds; add events_timeout_unit
  attr and _native_timeout() so the 60s default becomes 60000ms instead of
  terminating the dispatcher after 60ms.
- #4: _resolve_event_command_argv() replaces _extract_script_path() —
  scripts: values are command strings (e.g. 'scripts/bash/setup-plan.sh --json'),
  not bare paths. Resolves the project's sh/ps/py variant, splits safely into
  argv, and prepends the interpreter for .py.
- #5: bundled-template fallback now uses _locate_core_pack()/_repo_root()
  (core_pack/commands, not the non-existent core_pack/templates/commands).
- #16: all formatters use IntegrationBase.resolve_python_interpreter() so
  generated commands honor the project venv and never hard-code python3
  (absent on Windows). The opencode TS plugin bakes in the same resolved
  interpreter.
- #13: opencode TS plugin runEvent() now throws on failure instead of
  process.exit(2), which killed the OpenCode host process; only the failing
  hook is rejected.
- #21: user YAML override is validated (event names, non-empty command
  strings) before returning; a malformed override is warned about and
  ignored rather than crashing installation on cfg.get().

Bump dev version 0.14.2.dev1 -> 0.14.2.dev2 (gemini/__init__.py change) and
add a CHANGELOG entry.

Refs: PR #3704 Copilot inline review (findings #2, #4, #5, #6, #7, #13, #16, #21)

Assisted-by: opencode (model: glm-5.2, autonomous)

* fix(events): merge/teardown idempotency and data safety

Address Copilot review findings on native-config merge and teardown:

- #9: _has_marker now recurses into nested 'hooks' arrays so a matcher-group
  containing Specify-owned inner hooks is recognized and replaced on upgrade
  instead of accumulating duplicates.
- #11: _merge_json_fragment strips ALL Specify-marked entries from every event
  before adding the new set, so an override that drops an event (pre_tool_use
  -> stop) removes the stale marked entry instead of leaving it active.
- #3: an empty resolved map (--events false / disabled override) now runs the
  native-config removal path instead of early-returning, so prior Specify
  hooks are stripped. The shared dispatcher is left untouched (#10).
- #14: teardown deletes a Spec-Kit-created config that is now empty of user
  content (rather than leaving '{}' that confused manifest.uninstall()),
  while preserving pre-existing configs with user hooks/settings.
- #10: the shared .specify/events.py dispatcher is deleted only when no other
  installed event-capable integration's manifest still references it, so
  uninstalling one multi-install integration doesn't break the others.
- #8: Copilot's .github/hooks/speckit.json now merges owned entries (with
  markers) into a pre-existing file instead of overwriting, and teardown
  removes only owned entries (deleting the file when no user hooks remain).
- #22/#23: JSON/JSONC parse failures in native configs (Claude/Cursor/etc.
  and opencode.json) abort the merge with a warning instead of resetting user
  content to '{}'.
- #12: write destinations are validated (symlinked-ancestor rejection +
  containment) before any bytes are written, so a symlinked .specify or
  native config directory can't redirect writes outside the repository.

Refs: PR #3704 Copilot inline review (findings #3, #8, #9, #10, #11, #12, #14, #22, #23)

Assisted-by: opencode (model: glm-5.2, autonomous)

* fix(events): honor enabled flag, refresh on extension lifecycle, strict command validation

Address Copilot review findings on sourcing, validation, and lifecycle:

- #1: collect_extension_events now honors the extension registry's 'enabled'
  flag — a disabled extension's events are skipped so disabling an extension
  actually deactivates its runtime hooks. Adds refresh_integration_events(),
  wired into extension add/remove/enable/disable, so installing, removing,
  enabling, or disabling an extension regenerates each installed event-capable
  integration's native event config (the documented install-after-init flow is
  no longer inert, and disabled/removed extension events are stripped).
- #17: validate_events now requires 'command' to be a non-empty string, not
  merely truthy, so a value like 'command: [foo]' is rejected at manifest
  load instead of rendering into invalid native configuration.
- #15: updated PR #3704 description to the implemented events terminology
  (.specify/events.py, events:, --events, integration-events.yml) replacing
  the stale bridge.py / runtime_hooks: / --hooks false / integration-hooks.yml
  references that no longer match the shipped API.

(#21 — user YAML override validation — was addressed in the prior tier.)

Refs: PR #3704 Copilot inline review (findings #1, #15, #17)

Assisted-by: opencode (model: glm-5.2, autonomous)

* revert: drop CHANGELOG.md/pyproject.toml version bumps from events fixes

Per maintainer request, the events PR no longer carries CHANGELOG entries or
pyproject version revs. This restores both files to their pre-PR (da6c20d9)
state: pyproject.toml back to 0.14.2.dev0 and the [Unreleased] block removed
from CHANGELOG.md. The AGENTS.md version-rev convention for __init__.py
changes is intentionally waived for this PR by maintainer decision.

This also clears the pending merge conflicts with upstream/main on these two
files (upstream's 0.14.2 release commit c0fe0e43): our side now makes no
net change to them relative to the merge-base, so a future upstream merge
takes theirs on both without conflict.

Assisted-by: opencode (model: glm-5.2, autonomous)

* fix(events): compose --events into Copilot/Devin options() (#8, #9)

Copilot and Devin are event-capable, but their options() overrides returned
only --skills without calling super(), so the base class never declared
--events. The documented --integration-options "--events false" opt-out was
therefore rejected as unknown for both adapters.

Both now compose with super().options() (mirroring Codex and Cursor) so
--events is declared alongside --skills. Added a TestEventCapableOptionsCompo
sition test class asserting --events appears in Copilot, Devin, Cursor, and
Codex options() output.

Refs: PR #3704 Copilot review 4790195897 (findings #8, #9)

Assisted-by: opencode (model: glm-5.2, autonomous)

* fix(events): Cursor version field, matcher grouping, Copilot cross-OS

Address three Copilot review findings on native-config generation:

- #7: Cursor's .cursor/hooks.json schema requires top-level "version": 1,
  but json-flat used _merge_json_fragment() which only writes hooks, so a
  freshly generated file was missing the required schema version. Added a
  version kwarg to _merge_json_fragment (preserving a user's value if
  present) and the Cursor json-flat branch now passes version=1.
- S3: json-nested placed all handlers under the first handler's matcher, so
  two extensions registering the same event with different matchers both ran
  for the first matcher and neither for the later. Handlers are now grouped
  by distinct matcher, emitting one matcher-group per matcher (handlers
  sharing a matcher stay in one group).
- S4: Copilot's bash and powershell fields both received the same
  host-resolved command, so a config generated on Linux wrote a POSIX venv
  path into the PowerShell hook (and vice-versa). _dispatcher_command gains
  a target_os kwarg; Copilot now emits an independent POSIX interpreter
  (python3) for bash and a Windows interpreter (python) for powershell, so
  the checked-in config works on either OS.

Tests: added TestCursorJsonWriting (version present + preserved) and
matcher-grouping regressions (per-distinct-matcher, shared-matcher); updated
the Copilot generation test to assert bash != powershell with OS-appropriate
interpreters.

Refs: PR #3704 Copilot review 4790195897 (findings #7, S3, S4)

Assisted-by: opencode (model: glm-5.2, autonomous)

* fix(events): anchor py scripts and prefix ps launcher in command runner

Address two Copilot review findings on the core command runner:

- S2: the py variant called build_python_invocation() on the raw scripts:
  command string, which left 'scripts/...' anchored at the project root
  instead of under .specify/ (or .specify/extensions/<id>/). Every event
  command in a project configured with --script py launched a nonexistent
  project-root path. The py branch now shares the same base-anchoring as
  sh/ps and prepends the resolved interpreter as argv (no shell quoting
  needed for subprocess.run(shell=False)).
- S6: the ps variant returned the .ps1 path as the executable, but Windows
  subprocess.run(shell=False) cannot execute a PowerShell script directly,
  so event dispatch failed on the default Windows script type. The ps branch
  now prefixes argv with 'pwsh -File' (PowerShell 7+), falling back to
  'powershell -File' (Windows PowerShell) when pwsh is absent.

Tests: added test_py_variant_anchored_under_specify and
test_ps_variant_prefixed_with_powershell_launcher covering the new argv
shapes (interpreter + .specify-anchored path; launcher -File + path).

Refs: PR #3704 Copilot review 4790195897 (findings S2, S6)

Assisted-by: opencode (model: glm-5.2, autonomous)

* fix(events): skip-tracking on parse fail, drop dispatcher claim on retain, honor --events false in refresh, preserve layers on invalid override

Address four Copilot review findings on merge/teardown/refresh safety:

- S5: _merge_json_fragment/_merge_opencode_plugin_ref/_merge_copilot_json now
  return bool (wrote). Install branches skip manifest.record_existing() and
  created.append() when a merge was skipped on parse failure, so a user's
  JSONC/malformed native config is not tracked and manifest.uninstall() can't
  later delete the untouched file.
- S1: remove_integration_events now drops this integration's manifest claim on
  the shared dispatcher (manifest.remove) even when the file is retained
  because another integration references it. Previously the retained file
  stayed tracked, so the subsequent manifest.uninstall() in teardown() saw
  the matching hash and deleted the file another integration still depended
  on. The unit test now exercises full teardown() (not just
  remove_integration_events) to cover the gap.
- S7: refresh_integration_events reads each integration's stored
  parsed_options via _resolve_integration_options and passes them to
  resolve_events, so a persisted --events false is honored across extension
  add/enable/disable instead of being discarded (which re-enabled events the
  user had disabled).
- #10: an invalid override entry now abandons the entire override and keeps
  the accumulated built-in + extension layers, instead of resetting
  resolved_override to {} and assigning that empty map to events (which
  silently disabled all hooks on a single typo). Only a fully-valid override
  (including an explicit events: {}) replaces the prior layers.

Tests: added TestOverridePreserveLayers (invalid entry keeps layers; explicit
empty disables), TestSkippedMergeNotTracked (JSONC not recorded), and
TestDispatcherManifestClaimDroppedOnRetain (full teardown keeps dispatcher
when another integration references it). Added S7 refresh-honors-events-false
regression.

Refs: PR #3704 Copilot review 4790195897 (findings S5, S1, S7, #10)

Assisted-by: opencode (model: glm-5.2, autonomous)

* test(extensions): update stale validation-message assertion

The 'no commands/hooks/events' validation message changed to
'Extension must provide at least one command, hook, or event' when the
events feature added a third provider kind, but test_no_commands_no_hooks
still matched the old 'must provide at least one command or hook' text and
failed on every CI job. Update the regex to the current message.

Refs: PR #3704 CI failure (test_extensions.py:579)

Assisted-by: opencode (model: glm-5.2, autonomous)

* fix(events): forced-teardown data safety, manifest-driven command resolution, toml teardown safe-dest

Address three findings from Copilot review 4791088500:

- S9: _remove_native_event_hooks now unconditionally drops this integration's
  manifest claim on the native config, not only when the file was deleted.
  Previously a config whose owned entries were cleaned but user content
  retained stayed tracked, so teardown(force=True) -> manifest.uninstall(
  force=True) deleted the entire user-owned settings file. This is the
  config-file mirror of the earlier shared-dispatcher fix.
- S8: _find_command_template resolved extension event commands via a broken
  registry lookup (the registry stores per-agent registered_commands
  name-lists, not a {name, file} map) and a file-stem scan that only matched
  when the .md stem equaled the command name. A manifest mapping
  speckit.selftest.extension -> commands/selftest.md resolved as missing. It
  now enumerates installed extensions via ExtensionManager.get_extension()
  and matches provides.commands[].name -> file, with the directory scan and
  core-template lookups kept as fallbacks.
- R3: _remove_toml_entries now validates the destination with
  _ensure_safe_destination before read/write, matching the merge path, so a
  symlink swap of .codex/config.toml after install can't make teardown
  overwrite a file outside the project.

Tests: forced full teardown preserves a user settings file; an extension
command whose file stem differs from its name resolves via the manifest;
TOML teardown rejects a symlinked config destination.

Refs: PR #3704 Copilot review 4791088500 (findings S8, S9, R3)

Assisted-by: opencode (model: glm-5.2, autonomous)

* fix(events): subprocess cwd, shell quoting, TOML matcher escaping, Tabnine ms

Address four findings from Copilot review 4791088500:

- R1: the generated dispatcher and resolve_and_run_event_command now run
  their subprocesses with cwd set to the dispatcher-derived project root.
  Previously 'specify event run' (and the resolved script) inherited the
  agent's working directory, but event_run resolves the project via
  Path.cwd(), so a hook fired from a subdirectory targeted the wrong project
  and reported the command missing.
- R2: _dispatcher_command now shell-quotes each component (interpreter,
  command, event) for the target shell (POSIX via shlex.quote; PowerShell via
  single-quoted literals with doubled quotes). An interpreter path containing
  spaces or an extension/override command containing shell metacharacters is
  passed as a single argument instead of being reinterpreted by the native
  hook shell. Claude's  prefix is left unquoted so the
  shell still expands it (prefix + relative path are fixed, safe strings).
- R4: the Codex TOML matcher is now rendered through the shared TOML escaper
  like command, so a matcher containing a quote/backslash/newline/control
  character no longer produces malformed config.toml.
- R5: Tabnine declares events_timeout_unit='ms' (its hook schema mirrors
  Gemini's BeforeTool/AfterTool), so the 60s default becomes 60000ms instead
  of timeout: 60 (60 ms), which would terminate the dispatcher immediately.

Tests: cwd-forced execution from a subdirectory; POSIX/PowerShell quoting of
metacharacter and space-bearing components; TOML matcher with a quote parses
cleanly; Tabnine timeout converts to 60000. Updated the Copilot generation
test for the new quoted args.

Refs: PR #3704 Copilot review 4791088500 (findings R1, R2, R4, R5)

Assisted-by: opencode (model: glm-5.2, autonomous)

* fix(events): POSIX dispatcher path constant + platform-agnostic tests

Three Windows test failures, one a real cross-OS bug:

- W1 (bug): EVENTS_DISPATCHER_REL was str(Path('.specify')/'events.py'),
  which yields '.specify\events.py' on Windows. Manifest keys are stored in
  POSIX form (.as_posix()), so 'dispatcher_rel in manifest.files' was always
  False on Windows: the shared-dispatcher manifest-claim drop was skipped and
  manifest.uninstall(force=True) deleted the dispatcher another integration
  still depended on. Make it a POSIX constant (.as_posix()) so it matches
  manifest keys on every platform.
- W2/W3 (tests): the py/ps argv assertions used endswith() and an exact
  launcher-name set that broke on Windows backslash paths and the
  pwsh.EXE/full-path launcher returned by shutil.which. Compare in POSIX form
  and match the launcher by case-insensitive stem.

Refs: PR #3704 Windows CI failures

Assisted-by: opencode (model: glm-5.2, autonomous)

* fix(events): override layer preservation, matcher validation, event command-ref canonicalization

Address four Copilot review findings:

- C4: a malformed override handler (e.g. "stop: []" or "stop: bad-value")
  normalizes to no handlers. Previously the entry was skipped and the override
  still adopted, so an override whose only entry was malformed silently
  disabled every built-in and extension hook. The empty-handler case now
  abandons the whole override (keeps prior layers); an explicit "events: {}"
  (no entries) remains a valid disable.
- C6: a non-mapping integration entry (e.g. "claude: bad") was coerced to
  "events: {}" and treated as a valid explicit disable. It now warns and
  abandons the override, keeping the accumulated layers. Only an explicitly
  present, mapping-valued "events" field replaces the prior layers.
- C10: matcher is now validated as a string (or absent) in both
  validate_events (manifest) and _validate_resolved_event (override). A
  non-string matcher such as "matcher: []" previously passed validation but
  crashed by_matcher.setdefault(matcher, ...) with TypeError: unhashable
  type, aborting init or refresh.
- C11: ExtensionManifest._validate now applies the same rename + alias-lift
  canonicalization to event command references that it already applies to
  hook references. An event referencing an auto-corrected command (e.g.
  my-ext.boot -> speckit.my-ext.boot) previously kept the obsolete name,
  so dispatch reported no command and the event silently no-oped.

Tests: empty-handler/non-mapping override preserves layers; non-string
matcher rejected in manifest and abandoned in override; event command ref
lifted to canonical form with a warning.

Refs: PR #3704 Copilot review (findings C4, C6, C10, C11)

Assisted-by: opencode (model: glm-5.2, autonomous)

* fix(events): protect shared dispatcher from stale cleanup, delete Cursor version stub, non-destructive refresh

Address three Copilot review findings:

- C3: the shared .specify/events.py dispatcher is now in
  events_stale_exclusions(). It is written into every event-capable
  integration's manifest but reference-counted across them; an upgrade with
  --events false omits events.py from the new manifest, so the generic stale
  pass would delete it without the refcount check, breaking any other
  installed event-capable integration. Its deletion is left to
  remove_integration_events(), which checks the refcount.
- C5: _remove_json_entries now deletes a Spec-Kit-created Cursor file that
  retains only {"version": 1} after all owned hooks are removed (we added the
  version field), mirroring _remove_copilot_entries. Previously the generic
  remover only deleted a literally-empty object, so clean teardown left a
  generated stub behind.
- C12: refresh_integration_events now resolves first and calls
  install_integration_events once, instead of running the destructive
  _remove_native_event_hooks pre-step before resolution. A later failure
  (invalid destination, write error, formatter error) no longer destroys the
  working native config before the new one is written.
  install_integration_events already removes stale Specify-marked entries and
  handles an empty map (stripping prior hooks), so the pre-step was both
  unsafe and redundant.

Tests: dispatcher in stale exclusions; Cursor version-only stub deleted on
teardown; refresh failure preserves the pre-existing config (no pre-strip).

Refs: PR #3704 Copilot review (findings C3, C5, C12)

Assisted-by: opencode (model: glm-5.2, autonomous)

* fix(events): host target uses POSIX quoting, Claude dispatcher double-quoted, & for windows

Address two Copilot review findings on the shell-quoting added in the prior
round (R2):

- C1: _shell_quote("host") now always uses POSIX shlex.quote, not PowerShell
  single-quoting on Windows. The single-command-string formats
  (Claude/Gemini/Qwen/Devin/Tabnine) are run via the agent's POSIX-ish shell
  (Git Bash on Windows), and a single-quoted 'python' is not invoked as a
  command by PowerShell without the call operator — so generated hooks failed
  to launch the dispatcher on Windows. Safe tokens pass through bare
  (python3, speckit.ext.cmd) on every platform. PowerShell single-quoting is
  now used only for the explicit target_os="windows" (Copilot's powershell
  field), where the quoted interpreter is prefixed with "& " so it is
  actually invoked.
- C2: Claude's ${CLAUDE_PROJECT_DIR} dispatcher path is now double-quoted
  ("${CLAUDE_PROJECT_DIR}/.specify/events.py") so the variable still expands
  (double quotes allow expansion in POSIX shells) but a project path
  containing spaces no longer word-splits and breaks dispatcher launch.

Tests: host target never emits PowerShell quotes; windows target carries the
& call operator; Claude dispatcher is double-quoted; updated Copilot
generation assertions for the &-prefixed powershell command.

Refs: PR #3704 Copilot review (findings C1, C2)

Assisted-by: opencode (model: glm-5.2, autonomous)

* fix(events): opencode TS plugin resolves dispatcher from directory, execFileSync argv, forwards input+output

Address three Copilot review findings on the opencode TS plugin:

- C8: the dispatcher and interpreter are now resolved per-project at plugin
  load from the `directory` OpenCode passes to the plugin factory, not
  process.cwd(). OpenCode may be launched from a parent directory or host
  another workspace, in which case process.cwd() pointed at the wrong project
  and every event failed. The resolver prefers a project-local venv
  interpreter, then falls back to python3.
- C9: the dispatcher is launched with execFileSync and an argv array
  [interpreter, dispatcher, command, event] instead of a shell command string
  built by interpolating the interpreter/command/event into a template
  literal. Command/event strings are only validated as non-empty, so quotes or
  backticks could previously break the generated TypeScript and shell
  metacharacters could execute outside the dispatcher; an interpreter path
  with spaces also failed. No shell is involved now.
- C7: tool callbacks now forward both `input` and `output` to runEvent
  (combined into one JSON payload), so pre_tool_use can inspect the tool
  arguments and post_tool_use can inspect the result — the primary payload for
  those events. Previously only `input` was forwarded.

Tests: plugin resolves dispatcher/interpreter from `directory` (no
process.cwd() path.join), uses execFileSync (no shell string), and forwards
output to runEvent for both pre/post_tool_use.

Refs: PR #3704 Copilot review (findings C7, C8, C9)

Assisted-by: opencode (model: glm-5.2, autonomous)

* fix(events): Qwen ms timeout, Devin root-nested format, Copilot agentStop

Address three Copilot review findings on adapter mappings (verified against
each agent's published hook documentation):

- U1: Qwen Code command hooks measure timeout in milliseconds (default
  60000), per the Qwen Code hooks docs. The adapter previously inherited the
  seconds default, so every generated handler got timeout: 60 (60 ms) and was
  killed before the dispatcher could start. Declare events_timeout_unit="ms".
- U2: Devin's .devin/hooks.v1.json is a root event map ({"PreToolUse": [...]})
  with no top-level "hooks" wrapper (the docs state "the hooks object is the
  entire file"). The adapter reused json-nested, which writes events under a
  "hooks" key Devin never reads. Add a json-root-nested format with a matching
  writer (_merge_json_root) and remover (_remove_json_root_entries) that
  operate on the root event keys, sharing the matcher-grouping, marker, and
  JSONC-abort behavior of the nested variants.
- U3: Copilot CLI supports the canonical per-turn stop lifecycle as native
  agentStop; add "stop": "agentStop" to the mapping so an extension's stop
  handler fires for Copilot.

Tests: Qwen timeout converts to 60000; Devin events written at the root (no
"hooks" wrapper) and teardown preserves user root entries; Copilot stop maps
to agentStop.

Refs: PR #3704 Copilot review (findings U1, U2, U3)

Assisted-by: opencode (model: glm-5.2, autonomous)

* fix(events): collect events via validated manifest, surface refresh failures

Address two Copilot review findings:

- R1: collect_extension_events now reads events from a validated
  ExtensionManifest (whose command refs were canonicalized at install
  validation, C11) instead of the raw extension.yml YAML. Previously an
  event command ref like my-ext.boot was normalized to speckit.my-ext.boot
  during install validation, but the on-disk YAML kept the obsolete name;
  refresh then emitted it and _find_command_template could not match it,
  leaving the hook silently inert. Registry-tracked extensions use the
  validated manifest; on-disk extensions not yet in the registry fall back
  to the raw YAML (preserving the partial-staged-install scan behavior).
- R3: refresh_integration_events now accumulates per-integration failures
  and raises EventRefreshError at the end (after refreshing the others) so
  the extension lifecycle commands (add/remove/enable/disable) can't claim
  an extension was fully deactivated while a stale native hook may still be
  active. A new _refresh_events_and_warn helper surfaces the aggregated
  failures as a warning at each call site without aborting the overall
  command (the extension was already added/removed/enabled/disabled).

Tests: event command ref canonicalized via the validated manifest;
refresh failure raises EventRefreshError (aggregated) while still preserving
the pre-existing config.

Refs: PR #3704 Copilot review (findings R1, R3)

Assisted-by: opencode (model: glm-5.2, autonomous)

* fix(events): probe venv for specify_cli before selecting it; python on Windows

Address two Copilot review findings on interpreter resolution:

- R2: the dispatcher's _find_specify and the opencode TS resolver both
  selected a project-local venv python and ran `-m specify_cli` without
  checking that specify_cli is importable there. In a typical project where
  Spec Kit is installed globally (or via uv tool) but the project has its own
  unrelated virtualenv, every event invoked that interpreter and failed
  instead of reaching the PATH `specify` fallback. Both now probe the
  candidate interpreter (subprocess `import specify_cli` / execFileSync probe)
  before selecting it, falling through to the fallback when the venv lacks
  Spec Kit.
- S2: the opencode TS PATH fallback was always `python3`, which is commonly
  unavailable on Windows. It is now `python` on Windows
  (process.platform === 'win32') and `python3` on POSIX.

Tests: the generated dispatcher contains the _has_specify_cli probe and the
PATH fallback; the opencode TS plugin probes for specify_cli and uses a
platform-appropriate PATH interpreter.

Refs: PR #3704 Copilot review (findings R2, S2)

Assisted-by: opencode (model: glm-5.2, autonomous)

* fix(events): serialize opencode TS plugin string literals as JSON

Address Copilot review finding S1: command and matcher values come from
user/extension YAML but were interpolated into single-quoted TypeScript
literals without escaping. A quote, backslash, or backtick in a command or
matcher produced invalid generated TypeScript and could inject code into the
plugin. _build_opencode_plugin now serializes every interpolated value
(command, event name, native hook key, matcher tool names) as a JSON string
literal via json.dumps, which produces a valid double-quoted, fully-escaped
TS/JS string.

Tests: a command and matcher containing quotes/backticks render inside JSON
double-quoted literals; the dangerous single-quoted form is absent. Updated
the forwards-output test for the new double-quoted literals.

Refs: PR #3704 Copilot review (finding S1)

Assisted-by: opencode (model: glm-5.2, autonomous)

* fix(events): thread per-handler timeout through dispatcher, bash launcher for sh on Windows

Address two Copilot review findings:

- S4: the dispatcher and inner runner both hardcoded timeout=120, so a valid
  handler configured with a timeout above 120 seconds could never run for its
  full duration. The resolved per-handler timeout now flows through the chain:
  _dispatcher_command appends it (in the integration's native unit, plus a
  small buffer) as a 4th argument; the generated dispatcher reads sys.argv[3]
  and uses it for its inner subprocess and the `event run` invocation;
  `event run` accepts a timeout argument and passes it to
  resolve_and_run_event_command, which uses it for the script subprocess.
  Defaults to 120s when absent (backward compat with already-deployed
  dispatchers that don't pass the arg).
- S5: for a project configured with the sh script type on Windows,
  subprocess.run(shell=False) cannot execute a .sh file directly (chmod
  doesn't change that). The sh variant now prefixes a bash/sh launcher
  (resolved via shutil.which) on Windows, mirroring the ps branch's
  pwsh -File handling.

Tests: dispatcher reads the timeout arg and uses it; the native command
appends the resolved timeout; the sh variant uses a launcher on Windows.

Refs: PR #3704 Copilot review (findings S4, S5)

Assisted-by: opencode (model: glm-5.2, autonomous)

* fix(events): delete shared dispatcher when last event integration disables events

Address Copilot review finding S3: the empty-resolved-map install path
(--events false upgrade, or override disabling events) stripped prior native
hooks but left the shared dispatcher behind. Because the new manifest no
longer claims it and stale cleanup excludes it (C3), .specify/events.py
became permanently orphaned when this was the last event-capable
integration — uninstall could not remove it.

Extracted the dispatcher refcount cleanup into _cleanup_shared_dispatcher
(shared by remove_integration_events and the empty-map install path) and
called it from the empty-map path so the dispatcher is deleted when no other
installed event-capable integration's manifest references it, while still
being retained when another integration does.

Tests: an --events false upgrade of the last event integration deletes the
dispatcher; with another integration still referencing it, the dispatcher is
retained.

Refs: PR #3704 Copilot review (finding S3)

Assisted-by: opencode (model: glm-5.2, autonomous)

* fix(events): map user_prompt_submit/stop for Gemini and Tabnine

Address two Copilot review findings on adapter mappings:

- S6: Gemini exposes BeforeAgent for the per-turn prompt-submit lifecycle
  point (verified against Gemini CLI's hooks docs — BeforeAgent fires after
  the user submits a prompt, before planning). The mapping omitted
  user_prompt_submit, so valid extension handlers were skipped. Added
  user_prompt_submit -> BeforeAgent.
- S7: Tabnine's Gemini-compatible schema also provides BeforeAgent and
  AfterAgent, but the mapping omitted user_prompt_submit and stop. Added
  user_prompt_submit -> BeforeAgent and stop -> AfterAgent so those
  extension events fire instead of being warned about and skipped.

Tests: Gemini and Tabnine mappings include BeforeAgent/AfterAgent.

Refs: PR #3704 Copilot review (findings S6, S7)

Assisted-by: opencode (model: glm-5.2, autonomous)

* fix(events): correct timeout unit threading through dispatcher and opencode TS

Address two Copilot review findings on the per-handler timeout threading
added in the prior round (S4):

- R2: _dispatcher_command passed _native_timeout(timeout_seconds) as the
  dispatcher's 4th argument, but the dispatcher interprets that argument as
  seconds. For Gemini/Qwen/Tabnine (ms adapters), 60 seconds became 60000
  seconds (~16h). It now passes the raw seconds (no unit conversion). The
  +5s buffer moves to the native hook timeout field
  (_native_timeout(seconds + EVENT_TIMEOUT_BUFFER)) so the agent's outer cap
  fires after the dispatcher's inner subprocess timeout — letting the inner
  kill its child cleanly instead of being killed mid-flight (which orphaned
  the grandchild script process).
- S3: the opencode TS runEvent hardcoded timeout: 60000 (60s) and invoked the
  dispatcher without its timeout argument, so handlers configured above 60s
  were killed early while the inner runner defaulted to 120s. runEvent now
  accepts a timeoutSec parameter (seconds); execFileSync uses
  (timeoutSec + buffer) * 1000 ms and appends String(timeoutSec) to the
  dispatcher argv, so both layers honor the per-handler timeout.

Tests: the dispatcher arg is raw seconds for ms adapters (60, not 60000); the
native timeout field carries the buffer (65 for a 60s Claude handler); opencode
runEvent threads the per-handler timeout as the 5th argument.

Refs: PR #3704 Copilot review (findings R2, S3)

Assisted-by: opencode (model: glm-5.2, autonomous)

* fix(events): skip disabled extensions in _find_command_template and disk fallback

Address Copilot review finding S1: _find_command_template resolved event
commands without filtering enabled: false — the registry loop used
registry.keys() and the raw directory fallback could also rediscover
disabled extensions. If native cleanup is skipped (e.g. a JSONC config
cannot be parsed), a stale hook would therefore continue executing a
disabled extension.

Extracted the disabled-ID logic into _disabled_extension_ids (shared with
collect_extension_events) and applied it to both the manifest-resolution
loop and the on-disk fallback scan in _find_command_template, so a disabled
extension's command is never resolved for dispatch.

Tests: a disabled extension's command resolves to None via both the manifest
loop and the disk-fallback path.

Refs: PR #3704 Copilot review (finding S1)

Assisted-by: opencode (model: glm-5.2, autonomous)

* fix(events): delete shared dispatcher regardless of fresh manifest claim

Address Copilot review finding S2: _cleanup_shared_dispatcher gated the
no-other-references deletion on `dispatcher_rel in manifest.files`. An
`integration upgrade --integration-options "--events false"` passes a fresh
manifest (created in _migrate_commands) that never recorded the dispatcher,
so the condition was false even though the old on-disk manifest owned the
file — and stale cleanup explicitly excludes it (C3), leaving
.specify/events.py orphaned after the last integration disabled events.

The refcount deletion now runs independently of whether the new manifest
contains the key; manifest.remove() stays conditional (a no-op when the key
is absent).

Tests: an upgrade passing a fresh manifest (no dispatcher claim) still
deletes the shared dispatcher when no other integration references it.

Refs: PR #3704 Copilot review (finding S2)

Assisted-by: opencode (model: glm-5.2, autonomous)

* fix(events): refresh native event config after extension update

Address Copilot review finding S4: the _refresh_events_and_warn helper was
wired to extension add/remove/enable/disable, but not to extension_update,
which replaces the installed extension.yml (remove + install_from_zip).
If an update adds, removes, or changes event declarations, native configs
remained stale until a manual integration upgrade.

extension_update now refreshes once after the update loop finalizes its
successful updates (skipped on rollback/failure), mirroring the other
lifecycle commands.

Refs: PR #3704 Copilot review (finding S4)

Assisted-by: opencode (model: glm-5.2, autonomous)

* fix(events): make the dispatcher self-contained for one-time/temporary installs

Address Copilot review finding R1: the dispatcher required a persistent
`specify` executable at runtime. The supported one-time flow runs
`specify init` through a temporary `uvx` environment that is discarded, so
generated hooks later reached the PATH fallback with no `specify` on PATH
and every event failed.

The generated .specify/events.py is now self-contained:

- Preferred path: it imports specify_cli.events.resolve_and_run_event_command
  when the package is importable (durable pip/pipx/uv-tool install), which
  handles extension manifests whose file stem differs from the command name
  and the project's custom script selection, staying in sync with the CLI.
- Fallback path: an inline stdlib-only resolver finds the command template,
  parses its scripts: frontmatter, resolves the project's script variant
  (reading .specify/init-options.json directly), and runs the script with
  the correct launcher (pwsh/bash/interpreter), so one-time and temporary
  installs work without a persistent `specify` executable on PATH.

The `event run` CLI command remains available for manual use; the dispatcher
no longer depends on it.

Tests: the dispatcher delegates to specify_cli when importable and falls back
to the inline resolver when it is not; the inline fallback finds the command
template and runs its script end-to-end (shadowing specify_cli with an empty
package to force the fallback); the preferred path also runs end-to-end.

Refs: PR #3704 Copilot review (finding R1)

Assisted-by: opencode (model: glm-5.2, autonomous)

* fix(events): validate safe destination on all removers and teardown unlinks

Address Copilot review findings (inline #1, suppressed #2, #3):

- Guard all removers (_remove_json_entries, _remove_copilot_entries,
  _remove_json_root_entries, _remove_opencode_entries, _remove_native_event_hooks),
  _cleanup_shared_dispatcher, and remove_integration_events with
  _ensure_safe_destination(dst) before reading, rewriting, or unlinking.
- Prevents teardown or removal operations from overwriting or unlinking external
  files if a config file, plugin path, or .specify directory is replaced with
  a symlink post-installation.

Tests: added unit tests in TestSafeWriteDestination covering JSON config,
OpenCode plugin, and TOML teardown symlink rejection.

Refs: PR #3704 Copilot review (findings inline #1, suppressed #2, #3)

Assisted-by: opencode (model: glm-5.2, autonomous)

* fix(events): manifest-driven resolution and disabled-extension filter in dispatcher template

Address Copilot review finding (suppressed #1):

- In _EVENTS_DISPATCHER_TEMPLATE's _find_command_template, read
  .specify/extensions/.registry to identify disabled extensions (enabled == false).
- Parse provides.commands in each enabled extension's extension.yml to match
  command_name to its declared file, so commands whose file stem differs
  from the command name (e.g. speckit.selftest.extension -> commands/selftest.md)
  resolve correctly when specify_cli is unavailable (one-time uvx installs).
- Skip disabled extensions in both manifest-driven and on-disk fallback scans.

Refs: PR #3704 Copilot review (finding suppressed #1)

Assisted-by: opencode (model: glm-5.2, autonomous)

* fix(events): positive integer timeout validation and OpenCode multi-handler error aggregation

Address Copilot review findings (suppressed #4, #6):

- In validate_events and _validate_resolved_event, validate that timeout (when
  present) is a positive integer (isinstance(t, int) and not isinstance(t, bool)
  and t > 0). Rejects string, boolean, zero, or negative timeouts at manifest
  and override validation time instead of crashing during setup/refresh.
- In _build_opencode_plugin, wrap each runEvent invocation inside _ev() in a
  try/catch block, collect error messages, and throw an aggregate error at the
  end if any handler failed. Guarantees that all handlers for an event execute
  to completion even if an earlier handler throws.

Tests: added TestTimeoutValidation testing string, boolean, and zero timeout
rejections; updated OpenCode plugin merging tests for try/catch error collection.

Refs: PR #3704 Copilot review (findings suppressed #4, #6)

Assisted-by: opencode (model: glm-5.2, autonomous)
2026-07-29 08:00:26 -05:00
2025-10-17 13:04:27 -07:00
2026-07-27 15:17:38 -05:00
2025-12-04 11:50:36 -08:00

Spec Kit Logo

🌱 Spec Kit

Define what to build before building it — with any AI coding agent.

An open source toolkit for building high-quality software with any AI coding agent — a ready-to-use spec-driven process (or bring your own), endlessly extensible, community-driven, and built for your whole organization.

Latest Release GitHub stars License Documentation

English · 简体中文


Table of Contents

🤔 What is Spec-Driven Development?

Spec-Driven Development flips the script on traditional software development. For decades, code has been king — specifications were just scaffolding we built and discarded once the "real work" of coding began. Spec-Driven Development changes this: specifications become executable, directly generating working implementations rather than just guiding them.

Get Started

1. Install Specify CLI

Requires uv (install uv). Replace vX.Y.Z with the latest release tag from Releases — keep the leading v (for example, v0.12.11, not 0.12.11):

uv tool install specify-cli --from git+https://github.com/github/spec-kit.git@vX.Y.Z

Prefer installing from PyPI? The specify-cli package is also published there:

uv tool install specify-cli

See the Installation Guide for alternative methods, verification, upgrade, and troubleshooting.

2. Initialize a project

specify init my-project --integration copilot
cd my-project

To check for updates or upgrade the installed CLI, use the self-management commands. See the Upgrade Guide for detailed scenarios and customization options.

# Check whether a newer release is available (read-only — does not modify anything)
specify self check

# Preview what would run, without actually upgrading
specify self upgrade --dry-run

# Upgrade in place to the latest stable release (auto-detects uv tool vs pipx install)
specify self upgrade

# Or pin a specific release tag (replace vX.Y.Z[suffix] with your desired release tag)
specify self upgrade --tag vX.Y.Z[suffix]

Bare specify self upgrade executes immediately, matching the no-prompt behavior of commands like pip install -U and npm update. For uv tool installs, it runs uv tool install specify-cli --force --from <git ref> under the hood so pinned release tags work, including dev, alpha/beta/rc, or build metadata suffixes. uvx (ephemeral) runs and source checkouts are detected and produce path-specific guidance instead of running an installer. Set SPECIFY_UPGRADE_TIMEOUT_SECS to cap how long the installer subprocess may run (default: no timeout — interrupt with Ctrl+C if needed).

3. Establish project principles

Launch your coding agent in the project directory. Most agents expose spec-kit as /speckit.* slash commands; Codex CLI in skills mode uses $speckit-* instead; GitHub Copilot CLI uses /agents to select the agent or address it directly in a prompt.

Use the /speckit.constitution command to create your project's governing principles and development guidelines that will guide all subsequent development.

/speckit.constitution Create principles focused on code quality, testing standards, user experience consistency, and performance requirements

4. Create the spec

Use the /speckit.specify command to describe what you want to build. Focus on the what and why, not the tech stack.

/speckit.specify Build an application that can help me organize my photos in separate photo albums. Albums are grouped by date and can be re-organized by dragging and dropping on the main page. Albums are never in other nested albums. Within each album, photos are previewed in a tile-like interface.

5. Create a technical implementation plan

Use the /speckit.plan command to provide your tech stack and architecture choices.

/speckit.plan The application uses Vite with minimal number of libraries. Use vanilla HTML, CSS, and JavaScript as much as possible. Images are not uploaded anywhere and metadata is stored in a local SQLite database.

6. Break down into tasks

Use /speckit.tasks to create an actionable task list from your implementation plan.

/speckit.tasks

7. Execute implementation

Use /speckit.implement to execute all tasks and build your feature according to the plan.

/speckit.implement

For detailed step-by-step instructions, see our comprehensive guide.

📽️ Video Overview

Want to see Spec Kit in action? Watch our video overview!

Spec Kit video header

🌍 Community

Explore community-contributed resources on the Spec Kit docs site:

  • Extensions — commands, hooks, and capabilities
  • Presets — template and terminology overrides
  • Bundles — role and team stacks composed from existing components
  • Walkthroughs — end-to-end SDD scenarios
  • Friends — projects that extend or build on Spec Kit

Note

Community contributions are independently created and maintained by their respective authors. Review source code before installation and use at your own discretion.

Want to contribute? See the Extension Publishing Guide, the Presets Publishing Guide, or the Community Bundles guide.

🤖 Supported AI Coding Agent Integrations

Spec Kit works with 30+ AI coding agents — both CLI tools and IDE-based assistants. See the full list with notes and usage details in the Supported AI Coding Agent Integrations guide.

Run specify integration list to see all available integrations in your installed version.

Available Slash Commands

After running specify init, your AI coding agent will have access to these slash commands for structured development. For integrations that support skills mode, passing --integration <agent> --integration-options="--skills" installs agent skills instead of slash-command prompt files.

Core Commands

Essential commands for the Spec-Driven Development workflow:

Command Agent Skill Description
/speckit.constitution speckit-constitution Create or update project governing principles and development guidelines
/speckit.specify speckit-specify Define what you want to build (requirements and user stories)
/speckit.plan speckit-plan Create technical implementation plans with your chosen tech stack
/speckit.tasks speckit-tasks Generate actionable task lists for implementation
/speckit.taskstoissues speckit-taskstoissues Convert generated task lists into GitHub issues for tracking and execution
/speckit.implement speckit-implement Execute all tasks to build the feature according to the plan
/speckit.converge speckit-converge Assess the codebase against spec/plan/tasks and append remaining work as new tasks

Optional Commands

Additional commands for enhanced quality and validation:

Command Agent Skill Description
/speckit.clarify speckit-clarify Clarify underspecified areas (recommended before /speckit.plan; formerly /quizme)
/speckit.analyze speckit-analyze Cross-artifact consistency & coverage analysis (run after /speckit.tasks, before /speckit.implement)
/speckit.checklist speckit-checklist Generate custom quality checklists that validate requirements completeness, clarity, and consistency (like "unit tests for English")

🔧 Specify CLI Reference

For full command details, options, and examples, see the CLI Reference.

🧩 Making Spec Kit Your Own: Extensions & Presets

Spec Kit can be tailored to your needs through two complementary systems — extensions and presets — plus project-local overrides for one-off adjustments:

Priority Component Type Location
⬆ 1 Project-Local Overrides .specify/templates/overrides/
2 Presets — Customize core & extensions .specify/presets/templates/
3 Extensions — Add new capabilities .specify/extensions/templates/
⬇ 4 Spec Kit Core — Built-in SDD commands & templates .specify/templates/
  • Templates are resolved at runtime — Spec Kit walks the stack top-down and uses the first match.
  • Project-local overrides (.specify/templates/overrides/) let you make one-off adjustments for a single project without creating a full preset.
  • Extension/preset commands are applied at install time — when you run specify extension add or specify preset add, command files are written into agent directories (e.g., .claude/commands/).
  • If multiple presets or extensions provide the same command, the highest-priority version wins. On removal, the next-highest-priority version is restored automatically.
  • If no overrides or customizations exist, Spec Kit uses its core defaults.

Extensions — Add New Capabilities

Use extensions when you need functionality that goes beyond Spec Kit's core. Extensions introduce new commands and templates — for example, adding domain-specific workflows that are not covered by the built-in SDD commands, integrating with external tools, or adding entirely new development phases. They expand what Spec Kit can do.

# Search available extensions
specify extension search

# Install an extension
specify extension add <extension-name>

For example, extensions could add Jira integration, post-implementation code review, V-Model test traceability, or project health diagnostics.

See the Extensions reference for the full command guide. Browse the community extensions for what's available.

Presets — Customize Existing Workflows

Use presets when you want to change how Spec Kit works without adding new capabilities. Presets override the templates and commands that ship with the core and with installed extensions — for example, enforcing a compliance-oriented spec format, using domain-specific terminology, or applying organizational standards to plans and tasks. They customize the artifacts and instructions that Spec Kit and its extensions produce.

# Search available presets
specify preset search

# Install a preset
specify preset add <preset-name>

For example, presets could restructure spec templates to require regulatory traceability, adapt the workflow to fit the methodology you use (e.g., Agile, Kanban, Waterfall, jobs-to-be-done, or domain-driven design), add mandatory security review gates to plans, enforce test-first task ordering, or localize the entire workflow to a different language. The pirate-speak demo shows just how deep the customization can go. Multiple presets can be stacked with priority ordering.

See the Presets reference for the full command guide, including resolution order and priority stacking.

📦 Bundles: Role-Based Setups

Extensions and presets are individual building blocks. A bundle packages a curated set of them — extensions, presets, steps, and workflows — into a single, versioned, role-oriented setup so a whole team persona (product manager, business analyst, security researcher, developer, …) can be provisioned with one command.

A bundle is described by a hand-written bundle.yml manifest. It pins each component to a version and, optionally, targets a specific integration; a bundle with no integration is agnostic and inherits whatever integration the project already uses.

# Discover bundles in the active catalog stack
specify bundle search [<query>]

# Inspect the exact component set a bundle will add (equals what install does)
specify bundle info <bundle-id>

# Install a bundle's full component set in one operation
specify bundle install <bundle-id>

# See what's installed, then update or remove non-destructively
specify bundle list
specify bundle update <bundle-id>     # or --all
specify bundle remove <bundle-id>     # removes only this bundle's components

Bundles resolve from a priority-ordered catalog stack (project > user > built-in). Each source carries an install policy: install-allowed sources can be installed from, while discovery-only sources are visible in search/info but refuse installation. Manage the stack with specify bundle catalog list|add|remove.

Authors validate and package bundles locally. Distribution is hosting the built artifact and adding a catalog source; community bundle submissions use the Bundle Submission issue template so required component catalogs and install evidence can be reviewed:

specify bundle validate --path ./my-bundle      # structural + reference checks
specify bundle build --path ./my-bundle         # produce a versioned .zip artifact

Four ready-to-read example manifests live under examples/bundles/ (product manager, business analyst, security researcher, developer).

Key guarantees: info shows exactly what install adds (transparency); installs are idempotent and confined to the project root; remove never touches components another installed bundle still needs; and all consume/author commands work offline against local or pinned sources.

When to Use Which

Goal Use
Add a brand-new command or workflow Extension
Customize the format of specs, plans, or tasks Preset
Integrate an external tool or service Extension
Enforce organizational or regulatory standards Preset
Ship reusable domain-specific templates Either — presets for template overrides, extensions for templates bundled with new commands
Provision a complete role-based setup in one command Bundle

📚 Core Philosophy

Spec-Driven Development is a structured process that emphasizes:

  • Intent-driven development where specifications define the "what" before the "how"
  • Rich specification creation using guardrails and organizational principles
  • Multi-step refinement rather than one-shot code generation from prompts
  • Heavy reliance on advanced AI model capabilities for specification interpretation

🌟 Development Phases

Phase Focus Key Activities
0-to-1 Development ("Greenfield") Generate from scratch
  • Start with high-level requirements
  • Generate specifications
  • Plan implementation steps
  • Build production-ready applications
Creative Exploration Parallel implementations
  • Explore diverse solutions
  • Support multiple technology stacks & architectures
  • Experiment with UX patterns
Iterative Enhancement ("Brownfield") Brownfield modernization
  • Add features iteratively
  • Modernize legacy systems
  • Adapt processes

For existing projects, keep Spec Kit tooling updates separate from feature artifact evolution: refresh managed project files when upgrading, and update specs/ artifacts when intended behavior changes. The Evolving Specs guide describes the recommended brownfield loop.

🎯 Experimental Goals

Our research and experimentation focus on:

Technology independence

  • Create applications using diverse technology stacks
  • Validate the hypothesis that Spec-Driven Development is a process not tied to specific technologies, programming languages, or frameworks

Enterprise constraints

  • Demonstrate mission-critical application development
  • Incorporate organizational constraints (cloud providers, tech stacks, engineering practices)
  • Support enterprise design systems and compliance requirements

User-centric development

  • Build applications for different user cohorts and preferences
  • Support various development approaches (from vibe-coding to AI-native development)

Creative & iterative processes

  • Validate the concept of parallel implementation exploration
  • Provide robust iterative feature development workflows
  • Extend processes to handle upgrades and modernization tasks

🔧 Prerequisites

If you encounter issues with an agent, please open an issue so we can refine the integration.

📖 Learn More


💬 Support

For support, please open a GitHub issue. We welcome bug reports, feature requests, and questions about using Spec-Driven Development.

🙏 Acknowledgements

This project is heavily influenced by and based on the work and research of John Lam.

📄 License

This project is licensed under the terms of the MIT open source license. Please refer to the LICENSE file for the full terms.

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